Namespace(batch_size=96, center_reg_weight=1.0, data_shape=512, dataset='coco', dataset_root='~/.mxnet/datasets/', epochs=140, flip_validation=False, gpus='0,1,2,3,4,5,6,7', log_interval=10, lr=0.000375, lr_decay=0.1, lr_decay_epoch='90,120', lr_mode='step', momentum=0.9, network='resnet50_v1b_dcnv2', num_samples=117266, num_workers=60, resume='', save_interval=10, save_prefix='center_net_resnet50_v1b_dcnv2_coco', seed=233, start_epoch=0, val_interval=100, warmup_epochs=0, warmup_lr=0.0, wd=1e-05, wh_weight=0.1) Start training from [Epoch 0] [Epoch 0][Batch 9], Speed: 179.962 samples/sec, LR=0.000375, WHL1=2.270, CenterRegL1=0.462, HeatmapFocal=271.793 [Epoch 0][Batch 19], Speed: 190.764 samples/sec, LR=0.000375, WHL1=2.278, CenterRegL1=0.382, HeatmapFocal=218.532 [Epoch 0][Batch 29], Speed: 195.971 samples/sec, LR=0.000375, WHL1=2.267, CenterRegL1=0.344, HeatmapFocal=187.495 [Epoch 0][Batch 39], Speed: 186.188 samples/sec, LR=0.000375, WHL1=2.232, CenterRegL1=0.321, HeatmapFocal=159.123 [Epoch 0][Batch 49], Speed: 186.612 samples/sec, LR=0.000375, WHL1=2.190, CenterRegL1=0.306, HeatmapFocal=134.137 [Epoch 0][Batch 59], Speed: 194.655 samples/sec, LR=0.000375, WHL1=2.147, CenterRegL1=0.297, HeatmapFocal=114.195 [Epoch 0][Batch 69], Speed: 193.067 samples/sec, LR=0.000375, WHL1=2.105, CenterRegL1=0.290, HeatmapFocal=99.047 [Epoch 0][Batch 79], Speed: 195.408 samples/sec, LR=0.000375, WHL1=2.065, CenterRegL1=0.285, HeatmapFocal=87.453 [Epoch 0][Batch 89], Speed: 199.857 samples/sec, LR=0.000375, WHL1=2.035, CenterRegL1=0.281, HeatmapFocal=78.361 [Epoch 0][Batch 99], Speed: 204.342 samples/sec, LR=0.000375, WHL1=2.003, CenterRegL1=0.278, HeatmapFocal=71.043 [Epoch 0][Batch 109], Speed: 186.507 samples/sec, LR=0.000375, WHL1=1.972, CenterRegL1=0.275, HeatmapFocal=65.041 [Epoch 0][Batch 119], Speed: 201.057 samples/sec, LR=0.000375, WHL1=1.956, CenterRegL1=0.273, HeatmapFocal=60.037 [Epoch 0][Batch 129], Speed: 181.708 samples/sec, LR=0.000375, WHL1=1.941, CenterRegL1=0.271, HeatmapFocal=55.794 [Epoch 0][Batch 139], Speed: 193.936 samples/sec, LR=0.000375, WHL1=1.934, CenterRegL1=0.269, HeatmapFocal=52.156 [Epoch 0][Batch 149], Speed: 191.342 samples/sec, LR=0.000375, WHL1=1.925, CenterRegL1=0.268, HeatmapFocal=48.999 [Epoch 0][Batch 159], Speed: 198.389 samples/sec, LR=0.000375, WHL1=1.918, CenterRegL1=0.267, HeatmapFocal=46.231 [Epoch 0][Batch 169], Speed: 176.321 samples/sec, LR=0.000375, WHL1=1.909, CenterRegL1=0.266, HeatmapFocal=43.789 [Epoch 0][Batch 179], Speed: 198.841 samples/sec, LR=0.000375, WHL1=1.901, CenterRegL1=0.265, HeatmapFocal=41.616 [Epoch 0][Batch 189], Speed: 188.870 samples/sec, LR=0.000375, WHL1=1.893, CenterRegL1=0.264, HeatmapFocal=39.670 [Epoch 0][Batch 199], Speed: 185.074 samples/sec, LR=0.000375, WHL1=1.885, CenterRegL1=0.263, HeatmapFocal=37.917 [Epoch 0][Batch 209], Speed: 188.070 samples/sec, LR=0.000375, WHL1=1.881, CenterRegL1=0.263, HeatmapFocal=36.330 [Epoch 0][Batch 219], Speed: 189.874 samples/sec, LR=0.000375, WHL1=1.876, CenterRegL1=0.262, HeatmapFocal=34.886 [Epoch 0][Batch 229], Speed: 189.319 samples/sec, LR=0.000375, WHL1=1.868, CenterRegL1=0.262, HeatmapFocal=33.565 [Epoch 0][Batch 239], Speed: 182.562 samples/sec, LR=0.000375, WHL1=1.862, CenterRegL1=0.261, HeatmapFocal=32.353 [Epoch 0][Batch 249], Speed: 178.626 samples/sec, LR=0.000375, WHL1=1.858, CenterRegL1=0.261, HeatmapFocal=31.239 [Epoch 0][Batch 259], Speed: 195.288 samples/sec, LR=0.000375, WHL1=1.853, CenterRegL1=0.260, HeatmapFocal=30.206 [Epoch 0][Batch 269], Speed: 187.843 samples/sec, LR=0.000375, WHL1=1.849, CenterRegL1=0.260, HeatmapFocal=29.251 [Epoch 0][Batch 279], Speed: 204.265 samples/sec, LR=0.000375, WHL1=1.845, CenterRegL1=0.260, HeatmapFocal=28.362 [Epoch 0][Batch 289], Speed: 187.219 samples/sec, LR=0.000375, WHL1=1.843, CenterRegL1=0.259, HeatmapFocal=27.533 [Epoch 0][Batch 299], Speed: 202.540 samples/sec, LR=0.000375, WHL1=1.838, CenterRegL1=0.259, HeatmapFocal=26.757 [Epoch 0][Batch 309], Speed: 186.584 samples/sec, LR=0.000375, WHL1=1.835, CenterRegL1=0.259, HeatmapFocal=26.030 [Epoch 0][Batch 319], Speed: 202.395 samples/sec, LR=0.000375, WHL1=1.831, CenterRegL1=0.259, HeatmapFocal=25.348 [Epoch 0][Batch 329], Speed: 198.246 samples/sec, LR=0.000375, WHL1=1.826, CenterRegL1=0.259, HeatmapFocal=24.705 [Epoch 0][Batch 339], Speed: 193.076 samples/sec, LR=0.000375, WHL1=1.819, CenterRegL1=0.259, HeatmapFocal=24.098 [Epoch 0][Batch 349], Speed: 183.377 samples/sec, LR=0.000375, WHL1=1.814, CenterRegL1=0.259, HeatmapFocal=23.527 [Epoch 0][Batch 359], Speed: 196.746 samples/sec, LR=0.000375, WHL1=1.810, CenterRegL1=0.259, HeatmapFocal=22.987 [Epoch 0][Batch 369], Speed: 169.892 samples/sec, LR=0.000375, WHL1=1.804, CenterRegL1=0.259, HeatmapFocal=22.474 [Epoch 0][Batch 379], Speed: 200.784 samples/sec, LR=0.000375, WHL1=1.798, CenterRegL1=0.258, HeatmapFocal=21.989 [Epoch 0][Batch 389], Speed: 193.102 samples/sec, LR=0.000375, WHL1=1.793, CenterRegL1=0.258, HeatmapFocal=21.528 [Epoch 0][Batch 399], Speed: 188.838 samples/sec, LR=0.000375, WHL1=1.787, CenterRegL1=0.258, HeatmapFocal=21.090 [Epoch 0][Batch 409], Speed: 202.782 samples/sec, LR=0.000375, WHL1=1.782, CenterRegL1=0.258, HeatmapFocal=20.674 [Epoch 0][Batch 419], Speed: 193.949 samples/sec, LR=0.000375, WHL1=1.778, CenterRegL1=0.258, HeatmapFocal=20.277 [Epoch 0][Batch 429], Speed: 177.270 samples/sec, LR=0.000375, WHL1=1.774, CenterRegL1=0.257, HeatmapFocal=19.899 [Epoch 0][Batch 439], Speed: 181.499 samples/sec, LR=0.000375, WHL1=1.769, CenterRegL1=0.257, HeatmapFocal=19.537 [Epoch 0][Batch 449], Speed: 202.627 samples/sec, LR=0.000375, WHL1=1.764, CenterRegL1=0.257, HeatmapFocal=19.191 [Epoch 0][Batch 459], Speed: 198.557 samples/sec, LR=0.000375, WHL1=1.761, CenterRegL1=0.257, HeatmapFocal=18.861 [Epoch 0][Batch 469], Speed: 188.902 samples/sec, LR=0.000375, WHL1=1.754, CenterRegL1=0.257, HeatmapFocal=18.544 [Epoch 0][Batch 479], Speed: 201.936 samples/sec, LR=0.000375, WHL1=1.749, CenterRegL1=0.257, HeatmapFocal=18.239 [Epoch 0][Batch 489], Speed: 177.660 samples/sec, LR=0.000375, WHL1=1.742, CenterRegL1=0.257, HeatmapFocal=17.947 [Epoch 0][Batch 499], Speed: 185.518 samples/sec, LR=0.000375, WHL1=1.734, CenterRegL1=0.256, HeatmapFocal=17.666 [Epoch 0][Batch 509], Speed: 210.411 samples/sec, LR=0.000375, WHL1=1.727, CenterRegL1=0.256, HeatmapFocal=17.396 [Epoch 0][Batch 519], Speed: 199.165 samples/sec, LR=0.000375, WHL1=1.720, CenterRegL1=0.256, HeatmapFocal=17.137 [Epoch 0][Batch 529], Speed: 205.856 samples/sec, LR=0.000375, WHL1=1.713, CenterRegL1=0.256, HeatmapFocal=16.887 [Epoch 0][Batch 539], Speed: 178.357 samples/sec, LR=0.000375, WHL1=1.705, CenterRegL1=0.256, HeatmapFocal=16.644 [Epoch 0][Batch 549], Speed: 193.865 samples/sec, LR=0.000375, WHL1=1.697, CenterRegL1=0.256, HeatmapFocal=16.410 [Epoch 0][Batch 559], Speed: 201.104 samples/sec, LR=0.000375, WHL1=1.689, CenterRegL1=0.256, HeatmapFocal=16.186 [Epoch 0][Batch 569], Speed: 206.188 samples/sec, LR=0.000375, WHL1=1.681, CenterRegL1=0.255, HeatmapFocal=15.968 [Epoch 0][Batch 579], Speed: 193.803 samples/sec, LR=0.000375, WHL1=1.671, CenterRegL1=0.255, HeatmapFocal=15.756 [Epoch 0][Batch 589], Speed: 190.889 samples/sec, LR=0.000375, WHL1=1.663, CenterRegL1=0.255, HeatmapFocal=15.554 [Epoch 0][Batch 599], Speed: 191.139 samples/sec, LR=0.000375, WHL1=1.655, CenterRegL1=0.255, HeatmapFocal=15.357 [Epoch 0][Batch 609], Speed: 162.426 samples/sec, LR=0.000375, WHL1=1.646, CenterRegL1=0.255, HeatmapFocal=15.167 [Epoch 0][Batch 619], Speed: 191.452 samples/sec, LR=0.000375, WHL1=1.638, CenterRegL1=0.255, HeatmapFocal=14.982 [Epoch 0][Batch 629], Speed: 192.513 samples/sec, LR=0.000375, WHL1=1.630, CenterRegL1=0.255, HeatmapFocal=14.803 [Epoch 0][Batch 639], Speed: 199.145 samples/sec, LR=0.000375, WHL1=1.622, CenterRegL1=0.255, HeatmapFocal=14.630 [Epoch 0][Batch 649], Speed: 185.747 samples/sec, LR=0.000375, WHL1=1.614, CenterRegL1=0.255, HeatmapFocal=14.461 [Epoch 0][Batch 659], Speed: 198.578 samples/sec, LR=0.000375, WHL1=1.605, CenterRegL1=0.255, HeatmapFocal=14.296 [Epoch 0][Batch 669], Speed: 178.925 samples/sec, LR=0.000375, WHL1=1.597, CenterRegL1=0.255, HeatmapFocal=14.137 [Epoch 0][Batch 679], Speed: 181.807 samples/sec, LR=0.000375, WHL1=1.590, CenterRegL1=0.255, HeatmapFocal=13.983 [Epoch 0][Batch 689], Speed: 201.223 samples/sec, LR=0.000375, WHL1=1.582, CenterRegL1=0.255, HeatmapFocal=13.832 [Epoch 0][Batch 699], Speed: 198.420 samples/sec, LR=0.000375, WHL1=1.575, CenterRegL1=0.255, HeatmapFocal=13.686 [Epoch 0][Batch 709], Speed: 179.486 samples/sec, LR=0.000375, WHL1=1.567, CenterRegL1=0.254, HeatmapFocal=13.544 [Epoch 0][Batch 719], Speed: 188.899 samples/sec, LR=0.000375, WHL1=1.560, CenterRegL1=0.254, HeatmapFocal=13.406 [Epoch 0][Batch 729], Speed: 185.467 samples/sec, LR=0.000375, WHL1=1.553, CenterRegL1=0.254, HeatmapFocal=13.271 [Epoch 0][Batch 739], Speed: 185.278 samples/sec, LR=0.000375, WHL1=1.545, CenterRegL1=0.254, HeatmapFocal=13.139 [Epoch 0][Batch 749], Speed: 188.950 samples/sec, LR=0.000375, WHL1=1.538, CenterRegL1=0.254, HeatmapFocal=13.012 [Epoch 0][Batch 759], Speed: 202.540 samples/sec, LR=0.000375, WHL1=1.531, CenterRegL1=0.254, HeatmapFocal=12.887 [Epoch 0][Batch 769], Speed: 196.768 samples/sec, LR=0.000375, WHL1=1.524, CenterRegL1=0.254, HeatmapFocal=12.765 [Epoch 0][Batch 779], Speed: 194.263 samples/sec, LR=0.000375, WHL1=1.517, CenterRegL1=0.254, HeatmapFocal=12.646 [Epoch 0][Batch 789], Speed: 175.523 samples/sec, LR=0.000375, WHL1=1.510, CenterRegL1=0.254, HeatmapFocal=12.530 [Epoch 0][Batch 799], Speed: 176.958 samples/sec, LR=0.000375, WHL1=1.504, CenterRegL1=0.254, HeatmapFocal=12.418 [Epoch 0][Batch 809], Speed: 204.478 samples/sec, LR=0.000375, WHL1=1.498, CenterRegL1=0.254, HeatmapFocal=12.308 [Epoch 0][Batch 819], Speed: 195.286 samples/sec, LR=0.000375, WHL1=1.492, CenterRegL1=0.254, HeatmapFocal=12.200 [Epoch 0][Batch 829], Speed: 190.607 samples/sec, LR=0.000375, WHL1=1.486, CenterRegL1=0.254, HeatmapFocal=12.095 [Epoch 0][Batch 839], Speed: 190.375 samples/sec, LR=0.000375, WHL1=1.479, CenterRegL1=0.254, HeatmapFocal=11.992 [Epoch 0][Batch 849], Speed: 195.673 samples/sec, LR=0.000375, WHL1=1.473, CenterRegL1=0.254, HeatmapFocal=11.892 [Epoch 0][Batch 859], Speed: 184.127 samples/sec, LR=0.000375, WHL1=1.467, CenterRegL1=0.254, HeatmapFocal=11.793 [Epoch 0][Batch 869], Speed: 210.461 samples/sec, LR=0.000375, WHL1=1.461, CenterRegL1=0.254, HeatmapFocal=11.697 [Epoch 0][Batch 879], Speed: 184.787 samples/sec, LR=0.000375, WHL1=1.455, CenterRegL1=0.254, HeatmapFocal=11.603 [Epoch 0][Batch 889], Speed: 178.838 samples/sec, LR=0.000375, WHL1=1.449, CenterRegL1=0.253, HeatmapFocal=11.511 [Epoch 0][Batch 899], Speed: 201.917 samples/sec, LR=0.000375, WHL1=1.444, CenterRegL1=0.253, HeatmapFocal=11.421 [Epoch 0][Batch 909], Speed: 187.138 samples/sec, LR=0.000375, WHL1=1.438, CenterRegL1=0.253, HeatmapFocal=11.333 [Epoch 0][Batch 919], Speed: 201.674 samples/sec, LR=0.000375, WHL1=1.433, CenterRegL1=0.253, HeatmapFocal=11.247 [Epoch 0][Batch 929], Speed: 203.192 samples/sec, LR=0.000375, WHL1=1.428, CenterRegL1=0.253, HeatmapFocal=11.162 [Epoch 0][Batch 939], Speed: 189.636 samples/sec, LR=0.000375, WHL1=1.423, CenterRegL1=0.253, HeatmapFocal=11.080 [Epoch 0][Batch 949], Speed: 196.019 samples/sec, LR=0.000375, WHL1=1.418, CenterRegL1=0.253, HeatmapFocal=10.999 [Epoch 0][Batch 959], Speed: 210.916 samples/sec, LR=0.000375, WHL1=1.413, CenterRegL1=0.253, HeatmapFocal=10.919 [Epoch 0][Batch 969], Speed: 178.762 samples/sec, LR=0.000375, WHL1=1.408, CenterRegL1=0.253, HeatmapFocal=10.841 [Epoch 0][Batch 979], Speed: 196.238 samples/sec, LR=0.000375, WHL1=1.404, CenterRegL1=0.253, HeatmapFocal=10.765 [Epoch 0][Batch 989], Speed: 196.567 samples/sec, LR=0.000375, WHL1=1.399, CenterRegL1=0.253, HeatmapFocal=10.691 [Epoch 0][Batch 999], Speed: 193.986 samples/sec, LR=0.000375, WHL1=1.395, CenterRegL1=0.253, HeatmapFocal=10.618 [Epoch 0][Batch 1009], Speed: 192.881 samples/sec, LR=0.000375, WHL1=1.390, CenterRegL1=0.253, HeatmapFocal=10.546 [Epoch 0][Batch 1019], Speed: 187.547 samples/sec, LR=0.000375, WHL1=1.385, CenterRegL1=0.253, HeatmapFocal=10.475 [Epoch 0][Batch 1029], Speed: 187.930 samples/sec, LR=0.000375, WHL1=1.381, CenterRegL1=0.253, HeatmapFocal=10.405 [Epoch 0][Batch 1039], Speed: 186.593 samples/sec, LR=0.000375, WHL1=1.377, CenterRegL1=0.253, HeatmapFocal=10.338 [Epoch 0][Batch 1049], Speed: 184.136 samples/sec, LR=0.000375, WHL1=1.373, CenterRegL1=0.253, HeatmapFocal=10.271 [Epoch 0][Batch 1059], Speed: 189.639 samples/sec, LR=0.000375, WHL1=1.368, CenterRegL1=0.253, HeatmapFocal=10.206 [Epoch 0][Batch 1069], Speed: 195.367 samples/sec, LR=0.000375, WHL1=1.364, CenterRegL1=0.253, HeatmapFocal=10.142 [Epoch 0][Batch 1079], Speed: 197.640 samples/sec, LR=0.000375, WHL1=1.360, CenterRegL1=0.253, HeatmapFocal=10.079 [Epoch 0][Batch 1089], Speed: 191.063 samples/sec, LR=0.000375, WHL1=1.356, CenterRegL1=0.253, HeatmapFocal=10.017 [Epoch 0][Batch 1099], Speed: 182.674 samples/sec, LR=0.000375, WHL1=1.353, CenterRegL1=0.253, HeatmapFocal=9.957 [Epoch 0][Batch 1109], Speed: 188.988 samples/sec, LR=0.000375, WHL1=1.349, CenterRegL1=0.253, HeatmapFocal=9.896 [Epoch 0][Batch 1119], Speed: 206.370 samples/sec, LR=0.000375, WHL1=1.345, CenterRegL1=0.253, HeatmapFocal=9.838 [Epoch 0][Batch 1129], Speed: 192.321 samples/sec, LR=0.000375, WHL1=1.341, CenterRegL1=0.253, HeatmapFocal=9.780 [Epoch 0][Batch 1139], Speed: 180.172 samples/sec, LR=0.000375, WHL1=1.337, CenterRegL1=0.253, HeatmapFocal=9.724 [Epoch 0][Batch 1149], Speed: 198.377 samples/sec, LR=0.000375, WHL1=1.334, CenterRegL1=0.253, HeatmapFocal=9.668 [Epoch 0][Batch 1159], Speed: 196.276 samples/sec, LR=0.000375, WHL1=1.330, CenterRegL1=0.252, HeatmapFocal=9.613 [Epoch 0][Batch 1169], Speed: 172.195 samples/sec, LR=0.000375, WHL1=1.327, CenterRegL1=0.252, HeatmapFocal=9.559 [Epoch 0][Batch 1179], Speed: 195.169 samples/sec, LR=0.000375, WHL1=1.323, CenterRegL1=0.252, HeatmapFocal=9.506 [Epoch 0][Batch 1189], Speed: 192.931 samples/sec, LR=0.000375, WHL1=1.319, CenterRegL1=0.252, HeatmapFocal=9.454 [Epoch 0][Batch 1199], Speed: 194.055 samples/sec, LR=0.000375, WHL1=1.316, CenterRegL1=0.252, HeatmapFocal=9.402 [Epoch 0][Batch 1209], Speed: 175.345 samples/sec, LR=0.000375, WHL1=1.313, CenterRegL1=0.252, HeatmapFocal=9.352 [Epoch 0][Batch 1219], Speed: 202.148 samples/sec, LR=0.000375, WHL1=1.309, CenterRegL1=0.252, HeatmapFocal=9.302 [Epoch 0] Training cost: 639.119, WHL1=1.309, CenterRegL1=0.252, HeatmapFocal=9.297 [Epoch 0] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.001 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.004 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.001 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.002 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.007 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.009 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.010 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.009 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.016 person=6.3 bicycle=0.0 car=0.0 motorcycle=0.0 airplane=0.1 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=0.2 cat=0.0 dog=0.2 horse=0.0 sheep=0.2 cow=0.0 elephant=0.1 bear=0.1 zebra=0.4 giraffe=0.1 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=0.1 wine glass=0.0 cup=0.1 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=0.3 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] ~~~~ =0.1 [Epoch 1][Batch 9], Speed: 109.743 samples/sec, LR=0.000375, WHL1=0.905, CenterRegL1=0.250, HeatmapFocal=9.248 [Epoch 1][Batch 19], Speed: 187.935 samples/sec, LR=0.000375, WHL1=0.880, CenterRegL1=0.249, HeatmapFocal=9.200 [Epoch 1][Batch 29], Speed: 189.353 samples/sec, LR=0.000375, WHL1=0.879, CenterRegL1=0.248, HeatmapFocal=9.152 [Epoch 1][Batch 39], Speed: 182.167 samples/sec, LR=0.000375, WHL1=0.872, CenterRegL1=0.248, HeatmapFocal=9.105 [Epoch 1][Batch 49], Speed: 187.481 samples/sec, LR=0.000375, WHL1=0.869, CenterRegL1=0.248, HeatmapFocal=9.059 [Epoch 1][Batch 59], Speed: 211.129 samples/sec, LR=0.000375, WHL1=0.864, CenterRegL1=0.248, HeatmapFocal=9.013 [Epoch 1][Batch 69], Speed: 213.770 samples/sec, LR=0.000375, WHL1=0.865, CenterRegL1=0.248, HeatmapFocal=8.968 [Epoch 1][Batch 79], Speed: 200.745 samples/sec, LR=0.000375, WHL1=0.865, CenterRegL1=0.248, HeatmapFocal=8.924 [Epoch 1][Batch 89], Speed: 180.226 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.248, HeatmapFocal=8.880 [Epoch 1][Batch 99], Speed: 177.503 samples/sec, LR=0.000375, WHL1=0.861, CenterRegL1=0.248, HeatmapFocal=8.838 [Epoch 1][Batch 109], Speed: 199.973 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.249, HeatmapFocal=8.795 [Epoch 1][Batch 119], Speed: 197.473 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.249, HeatmapFocal=8.754 [Epoch 1][Batch 129], Speed: 214.484 samples/sec, LR=0.000375, WHL1=0.861, CenterRegL1=0.249, HeatmapFocal=8.713 [Epoch 1][Batch 139], Speed: 179.551 samples/sec, LR=0.000375, WHL1=0.859, CenterRegL1=0.249, HeatmapFocal=8.673 [Epoch 1][Batch 149], Speed: 189.673 samples/sec, LR=0.000375, WHL1=0.861, CenterRegL1=0.249, HeatmapFocal=8.633 [Epoch 1][Batch 159], Speed: 190.983 samples/sec, LR=0.000375, WHL1=0.863, CenterRegL1=0.249, HeatmapFocal=8.594 [Epoch 1][Batch 169], Speed: 201.795 samples/sec, LR=0.000375, WHL1=0.864, CenterRegL1=0.249, HeatmapFocal=8.555 [Epoch 1][Batch 179], Speed: 203.732 samples/sec, LR=0.000375, WHL1=0.863, CenterRegL1=0.249, HeatmapFocal=8.517 [Epoch 1][Batch 189], Speed: 213.171 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.249, HeatmapFocal=8.480 [Epoch 1][Batch 199], Speed: 170.017 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.249, HeatmapFocal=8.442 [Epoch 1][Batch 209], Speed: 192.517 samples/sec, LR=0.000375, WHL1=0.859, CenterRegL1=0.249, HeatmapFocal=8.406 [Epoch 1][Batch 219], Speed: 196.258 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=8.369 [Epoch 1][Batch 229], Speed: 205.237 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=8.334 [Epoch 1][Batch 239], Speed: 202.429 samples/sec, LR=0.000375, WHL1=0.858, CenterRegL1=0.249, HeatmapFocal=8.299 [Epoch 1][Batch 249], Speed: 182.308 samples/sec, LR=0.000375, WHL1=0.856, CenterRegL1=0.249, HeatmapFocal=8.264 [Epoch 1][Batch 259], Speed: 173.441 samples/sec, LR=0.000375, WHL1=0.855, CenterRegL1=0.248, HeatmapFocal=8.230 [Epoch 1][Batch 269], Speed: 178.532 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.248, HeatmapFocal=8.196 [Epoch 1][Batch 279], Speed: 204.889 samples/sec, LR=0.000375, WHL1=0.852, CenterRegL1=0.248, HeatmapFocal=8.163 [Epoch 1][Batch 289], Speed: 190.280 samples/sec, LR=0.000375, WHL1=0.851, CenterRegL1=0.248, HeatmapFocal=8.130 [Epoch 1][Batch 299], Speed: 199.091 samples/sec, LR=0.000375, WHL1=0.850, CenterRegL1=0.248, HeatmapFocal=8.098 [Epoch 1][Batch 309], Speed: 202.569 samples/sec, LR=0.000375, WHL1=0.848, CenterRegL1=0.248, HeatmapFocal=8.066 [Epoch 1][Batch 319], Speed: 179.474 samples/sec, LR=0.000375, WHL1=0.848, CenterRegL1=0.248, HeatmapFocal=8.034 [Epoch 1][Batch 329], Speed: 195.611 samples/sec, LR=0.000375, WHL1=0.846, CenterRegL1=0.248, HeatmapFocal=8.003 [Epoch 1][Batch 339], Speed: 196.327 samples/sec, LR=0.000375, WHL1=0.844, CenterRegL1=0.248, HeatmapFocal=7.971 [Epoch 1][Batch 349], Speed: 194.569 samples/sec, LR=0.000375, WHL1=0.843, CenterRegL1=0.248, HeatmapFocal=7.941 [Epoch 1][Batch 359], Speed: 196.636 samples/sec, LR=0.000375, WHL1=0.843, CenterRegL1=0.248, HeatmapFocal=7.911 [Epoch 1][Batch 369], Speed: 192.963 samples/sec, LR=0.000375, WHL1=0.842, CenterRegL1=0.248, HeatmapFocal=7.881 [Epoch 1][Batch 379], Speed: 180.031 samples/sec, LR=0.000375, WHL1=0.842, CenterRegL1=0.248, HeatmapFocal=7.852 [Epoch 1][Batch 389], Speed: 180.583 samples/sec, LR=0.000375, WHL1=0.840, CenterRegL1=0.248, HeatmapFocal=7.823 [Epoch 1][Batch 399], Speed: 199.544 samples/sec, LR=0.000375, WHL1=0.839, CenterRegL1=0.248, HeatmapFocal=7.794 [Epoch 1][Batch 409], Speed: 190.907 samples/sec, LR=0.000375, WHL1=0.838, CenterRegL1=0.248, HeatmapFocal=7.766 [Epoch 1][Batch 419], Speed: 190.684 samples/sec, LR=0.000375, WHL1=0.837, CenterRegL1=0.248, HeatmapFocal=7.738 [Epoch 1][Batch 429], Speed: 201.163 samples/sec, LR=0.000375, WHL1=0.835, CenterRegL1=0.248, HeatmapFocal=7.711 [Epoch 1][Batch 439], Speed: 175.626 samples/sec, LR=0.000375, WHL1=0.834, CenterRegL1=0.248, HeatmapFocal=7.684 [Epoch 1][Batch 449], Speed: 190.071 samples/sec, LR=0.000375, WHL1=0.832, CenterRegL1=0.248, HeatmapFocal=7.657 [Epoch 1][Batch 459], Speed: 200.293 samples/sec, LR=0.000375, WHL1=0.832, CenterRegL1=0.248, HeatmapFocal=7.630 [Epoch 1][Batch 469], Speed: 187.876 samples/sec, LR=0.000375, WHL1=0.830, CenterRegL1=0.248, HeatmapFocal=7.604 [Epoch 1][Batch 479], Speed: 195.972 samples/sec, LR=0.000375, WHL1=0.829, CenterRegL1=0.248, HeatmapFocal=7.578 [Epoch 1][Batch 489], Speed: 200.219 samples/sec, LR=0.000375, WHL1=0.827, CenterRegL1=0.248, HeatmapFocal=7.553 [Epoch 1][Batch 499], Speed: 180.342 samples/sec, LR=0.000375, WHL1=0.825, CenterRegL1=0.248, HeatmapFocal=7.527 [Epoch 1][Batch 509], Speed: 183.174 samples/sec, LR=0.000375, WHL1=0.822, CenterRegL1=0.248, HeatmapFocal=7.501 [Epoch 1][Batch 519], Speed: 194.978 samples/sec, LR=0.000375, WHL1=0.820, CenterRegL1=0.248, HeatmapFocal=7.476 [Epoch 1][Batch 529], Speed: 208.473 samples/sec, LR=0.000375, WHL1=0.819, CenterRegL1=0.248, HeatmapFocal=7.452 [Epoch 1][Batch 539], Speed: 187.311 samples/sec, LR=0.000375, WHL1=0.817, CenterRegL1=0.248, HeatmapFocal=7.428 [Epoch 1][Batch 549], Speed: 191.486 samples/sec, LR=0.000375, WHL1=0.815, CenterRegL1=0.248, HeatmapFocal=7.404 [Epoch 1][Batch 559], Speed: 191.970 samples/sec, LR=0.000375, WHL1=0.813, CenterRegL1=0.248, HeatmapFocal=7.380 [Epoch 1][Batch 569], Speed: 193.982 samples/sec, LR=0.000375, WHL1=0.811, CenterRegL1=0.248, HeatmapFocal=7.356 [Epoch 1][Batch 579], Speed: 206.104 samples/sec, LR=0.000375, WHL1=0.810, CenterRegL1=0.248, HeatmapFocal=7.332 [Epoch 1][Batch 589], Speed: 208.752 samples/sec, LR=0.000375, WHL1=0.808, CenterRegL1=0.248, HeatmapFocal=7.309 [Epoch 1][Batch 599], Speed: 188.943 samples/sec, LR=0.000375, WHL1=0.805, CenterRegL1=0.248, HeatmapFocal=7.286 [Epoch 1][Batch 609], Speed: 200.275 samples/sec, LR=0.000375, WHL1=0.803, CenterRegL1=0.248, HeatmapFocal=7.264 [Epoch 1][Batch 619], Speed: 178.516 samples/sec, LR=0.000375, WHL1=0.801, CenterRegL1=0.248, HeatmapFocal=7.241 [Epoch 1][Batch 629], Speed: 190.272 samples/sec, LR=0.000375, WHL1=0.800, CenterRegL1=0.248, HeatmapFocal=7.219 [Epoch 1][Batch 639], Speed: 188.224 samples/sec, LR=0.000375, WHL1=0.798, CenterRegL1=0.248, HeatmapFocal=7.197 [Epoch 1][Batch 649], Speed: 196.531 samples/sec, LR=0.000375, WHL1=0.796, CenterRegL1=0.248, HeatmapFocal=7.175 [Epoch 1][Batch 659], Speed: 199.231 samples/sec, LR=0.000375, WHL1=0.794, CenterRegL1=0.248, HeatmapFocal=7.154 [Epoch 1][Batch 669], Speed: 207.544 samples/sec, LR=0.000375, WHL1=0.793, CenterRegL1=0.248, HeatmapFocal=7.132 [Epoch 1][Batch 679], Speed: 182.632 samples/sec, LR=0.000375, WHL1=0.791, CenterRegL1=0.248, HeatmapFocal=7.111 [Epoch 1][Batch 689], Speed: 186.863 samples/sec, LR=0.000375, WHL1=0.789, CenterRegL1=0.248, HeatmapFocal=7.090 [Epoch 1][Batch 699], Speed: 202.186 samples/sec, LR=0.000375, WHL1=0.788, CenterRegL1=0.248, HeatmapFocal=7.070 [Epoch 1][Batch 709], Speed: 197.331 samples/sec, LR=0.000375, WHL1=0.786, CenterRegL1=0.248, HeatmapFocal=7.049 [Epoch 1][Batch 719], Speed: 199.790 samples/sec, LR=0.000375, WHL1=0.784, CenterRegL1=0.248, HeatmapFocal=7.029 [Epoch 1][Batch 729], Speed: 207.923 samples/sec, LR=0.000375, WHL1=0.782, CenterRegL1=0.248, HeatmapFocal=7.008 [Epoch 1][Batch 739], Speed: 178.850 samples/sec, LR=0.000375, WHL1=0.780, CenterRegL1=0.248, HeatmapFocal=6.988 [Epoch 1][Batch 749], Speed: 193.722 samples/sec, LR=0.000375, WHL1=0.779, CenterRegL1=0.248, HeatmapFocal=6.969 [Epoch 1][Batch 759], Speed: 204.291 samples/sec, LR=0.000375, WHL1=0.777, CenterRegL1=0.248, HeatmapFocal=6.949 [Epoch 1][Batch 769], Speed: 196.701 samples/sec, LR=0.000375, WHL1=0.776, CenterRegL1=0.248, HeatmapFocal=6.930 [Epoch 1][Batch 779], Speed: 195.746 samples/sec, LR=0.000375, WHL1=0.774, CenterRegL1=0.248, HeatmapFocal=6.911 [Epoch 1][Batch 789], Speed: 200.658 samples/sec, LR=0.000375, WHL1=0.773, CenterRegL1=0.248, HeatmapFocal=6.892 [Epoch 1][Batch 799], Speed: 173.792 samples/sec, LR=0.000375, WHL1=0.772, CenterRegL1=0.248, HeatmapFocal=6.873 [Epoch 1][Batch 809], Speed: 185.454 samples/sec, LR=0.000375, WHL1=0.770, CenterRegL1=0.248, HeatmapFocal=6.855 [Epoch 1][Batch 819], Speed: 187.865 samples/sec, LR=0.000375, WHL1=0.768, CenterRegL1=0.248, HeatmapFocal=6.836 [Epoch 1][Batch 829], Speed: 189.914 samples/sec, LR=0.000375, WHL1=0.767, CenterRegL1=0.248, HeatmapFocal=6.818 [Epoch 1][Batch 839], Speed: 195.536 samples/sec, LR=0.000375, WHL1=0.765, CenterRegL1=0.248, HeatmapFocal=6.800 [Epoch 1][Batch 849], Speed: 198.294 samples/sec, LR=0.000375, WHL1=0.763, CenterRegL1=0.248, HeatmapFocal=6.782 [Epoch 1][Batch 859], Speed: 186.217 samples/sec, LR=0.000375, WHL1=0.762, CenterRegL1=0.248, HeatmapFocal=6.764 [Epoch 1][Batch 869], Speed: 191.893 samples/sec, LR=0.000375, WHL1=0.760, CenterRegL1=0.248, HeatmapFocal=6.746 [Epoch 1][Batch 879], Speed: 182.646 samples/sec, LR=0.000375, WHL1=0.758, CenterRegL1=0.248, HeatmapFocal=6.729 [Epoch 1][Batch 889], Speed: 193.553 samples/sec, LR=0.000375, WHL1=0.757, CenterRegL1=0.248, HeatmapFocal=6.711 [Epoch 1][Batch 899], Speed: 174.663 samples/sec, LR=0.000375, WHL1=0.756, CenterRegL1=0.248, HeatmapFocal=6.694 [Epoch 1][Batch 909], Speed: 204.218 samples/sec, LR=0.000375, WHL1=0.754, CenterRegL1=0.248, HeatmapFocal=6.677 [Epoch 1][Batch 919], Speed: 186.954 samples/sec, LR=0.000375, WHL1=0.753, CenterRegL1=0.248, HeatmapFocal=6.660 [Epoch 1][Batch 929], Speed: 191.720 samples/sec, LR=0.000375, WHL1=0.752, CenterRegL1=0.248, HeatmapFocal=6.643 [Epoch 1][Batch 939], Speed: 198.151 samples/sec, LR=0.000375, WHL1=0.750, CenterRegL1=0.248, HeatmapFocal=6.626 [Epoch 1][Batch 949], Speed: 186.010 samples/sec, LR=0.000375, WHL1=0.749, CenterRegL1=0.248, HeatmapFocal=6.609 [Epoch 1][Batch 959], Speed: 198.773 samples/sec, LR=0.000375, WHL1=0.748, CenterRegL1=0.248, HeatmapFocal=6.593 [Epoch 1][Batch 969], Speed: 192.492 samples/sec, LR=0.000375, WHL1=0.747, CenterRegL1=0.248, HeatmapFocal=6.576 [Epoch 1][Batch 979], Speed: 188.768 samples/sec, LR=0.000375, WHL1=0.745, CenterRegL1=0.248, HeatmapFocal=6.561 [Epoch 1][Batch 989], Speed: 178.054 samples/sec, LR=0.000375, WHL1=0.744, CenterRegL1=0.248, HeatmapFocal=6.545 [Epoch 1][Batch 999], Speed: 184.017 samples/sec, LR=0.000375, WHL1=0.743, CenterRegL1=0.248, HeatmapFocal=6.529 [Epoch 1][Batch 1009], Speed: 206.861 samples/sec, LR=0.000375, WHL1=0.742, CenterRegL1=0.248, HeatmapFocal=6.513 [Epoch 1][Batch 1019], Speed: 188.978 samples/sec, LR=0.000375, WHL1=0.741, CenterRegL1=0.248, HeatmapFocal=6.498 [Epoch 1][Batch 1029], Speed: 202.430 samples/sec, LR=0.000375, WHL1=0.739, CenterRegL1=0.248, HeatmapFocal=6.482 [Epoch 1][Batch 1039], Speed: 181.294 samples/sec, LR=0.000375, WHL1=0.738, CenterRegL1=0.248, HeatmapFocal=6.466 [Epoch 1][Batch 1049], Speed: 197.378 samples/sec, LR=0.000375, WHL1=0.737, CenterRegL1=0.248, HeatmapFocal=6.451 [Epoch 1][Batch 1059], Speed: 186.430 samples/sec, LR=0.000375, WHL1=0.736, CenterRegL1=0.248, HeatmapFocal=6.436 [Epoch 1][Batch 1069], Speed: 190.637 samples/sec, LR=0.000375, WHL1=0.735, CenterRegL1=0.248, HeatmapFocal=6.421 [Epoch 1][Batch 1079], Speed: 197.655 samples/sec, LR=0.000375, WHL1=0.733, CenterRegL1=0.248, HeatmapFocal=6.406 [Epoch 1][Batch 1089], Speed: 203.620 samples/sec, LR=0.000375, WHL1=0.732, CenterRegL1=0.248, HeatmapFocal=6.391 [Epoch 1][Batch 1099], Speed: 197.898 samples/sec, LR=0.000375, WHL1=0.731, CenterRegL1=0.248, HeatmapFocal=6.377 [Epoch 1][Batch 1109], Speed: 187.697 samples/sec, LR=0.000375, WHL1=0.730, CenterRegL1=0.248, HeatmapFocal=6.362 [Epoch 1][Batch 1119], Speed: 185.886 samples/sec, LR=0.000375, WHL1=0.729, CenterRegL1=0.248, HeatmapFocal=6.348 [Epoch 1][Batch 1129], Speed: 181.539 samples/sec, LR=0.000375, WHL1=0.728, CenterRegL1=0.248, HeatmapFocal=6.334 [Epoch 1][Batch 1139], Speed: 197.555 samples/sec, LR=0.000375, WHL1=0.727, CenterRegL1=0.248, HeatmapFocal=6.319 [Epoch 1][Batch 1149], Speed: 194.984 samples/sec, LR=0.000375, WHL1=0.726, CenterRegL1=0.248, HeatmapFocal=6.305 [Epoch 1][Batch 1159], Speed: 213.726 samples/sec, LR=0.000375, WHL1=0.725, CenterRegL1=0.248, HeatmapFocal=6.291 [Epoch 1][Batch 1169], Speed: 182.799 samples/sec, LR=0.000375, WHL1=0.724, CenterRegL1=0.248, HeatmapFocal=6.277 [Epoch 1][Batch 1179], Speed: 178.667 samples/sec, LR=0.000375, WHL1=0.723, CenterRegL1=0.248, HeatmapFocal=6.264 [Epoch 1][Batch 1189], Speed: 186.148 samples/sec, LR=0.000375, WHL1=0.722, CenterRegL1=0.248, HeatmapFocal=6.250 [Epoch 1][Batch 1199], Speed: 200.662 samples/sec, LR=0.000375, WHL1=0.721, CenterRegL1=0.248, HeatmapFocal=6.236 [Epoch 1][Batch 1209], Speed: 192.519 samples/sec, LR=0.000375, WHL1=0.720, CenterRegL1=0.248, HeatmapFocal=6.222 [Epoch 1][Batch 1219], Speed: 208.608 samples/sec, LR=0.000375, WHL1=0.719, CenterRegL1=0.248, HeatmapFocal=6.209 [Epoch 1] Training cost: 624.186, WHL1=0.719, CenterRegL1=0.248, HeatmapFocal=6.206 [Epoch 2][Batch 9], Speed: 134.091 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=6.193 [Epoch 2][Batch 19], Speed: 169.139 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.244, HeatmapFocal=6.180 [Epoch 2][Batch 29], Speed: 183.513 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.244, HeatmapFocal=6.166 [Epoch 2][Batch 39], Speed: 188.173 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.244, HeatmapFocal=6.153 [Epoch 2][Batch 49], Speed: 202.123 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.244, HeatmapFocal=6.140 [Epoch 2][Batch 59], Speed: 182.840 samples/sec, LR=0.000375, WHL1=0.586, CenterRegL1=0.244, HeatmapFocal=6.127 [Epoch 2][Batch 69], Speed: 199.884 samples/sec, LR=0.000375, WHL1=0.586, CenterRegL1=0.244, HeatmapFocal=6.115 [Epoch 2][Batch 79], Speed: 184.029 samples/sec, LR=0.000375, WHL1=0.587, CenterRegL1=0.244, HeatmapFocal=6.102 [Epoch 2][Batch 89], Speed: 203.594 samples/sec, LR=0.000375, WHL1=0.588, CenterRegL1=0.245, HeatmapFocal=6.089 [Epoch 2][Batch 99], Speed: 193.071 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=6.077 [Epoch 2][Batch 109], Speed: 198.055 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=6.064 [Epoch 2][Batch 119], Speed: 212.205 samples/sec, LR=0.000375, WHL1=0.587, CenterRegL1=0.245, HeatmapFocal=6.052 [Epoch 2][Batch 129], Speed: 193.595 samples/sec, LR=0.000375, WHL1=0.587, CenterRegL1=0.245, HeatmapFocal=6.040 [Epoch 2][Batch 139], Speed: 195.471 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=6.028 [Epoch 2][Batch 149], Speed: 188.170 samples/sec, LR=0.000375, WHL1=0.588, CenterRegL1=0.245, HeatmapFocal=6.015 [Epoch 2][Batch 159], Speed: 206.920 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=6.003 [Epoch 2][Batch 169], Speed: 205.275 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=5.991 [Epoch 2][Batch 179], Speed: 206.257 samples/sec, LR=0.000375, WHL1=0.585, CenterRegL1=0.245, HeatmapFocal=5.980 [Epoch 2][Batch 189], Speed: 203.778 samples/sec, LR=0.000375, WHL1=0.585, CenterRegL1=0.245, HeatmapFocal=5.968 [Epoch 2][Batch 199], Speed: 199.175 samples/sec, LR=0.000375, WHL1=0.585, CenterRegL1=0.245, HeatmapFocal=5.956 [Epoch 2][Batch 209], Speed: 196.561 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=5.944 [Epoch 2][Batch 219], Speed: 193.789 samples/sec, LR=0.000375, WHL1=0.585, CenterRegL1=0.245, HeatmapFocal=5.933 [Epoch 2][Batch 229], Speed: 204.551 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.921 [Epoch 2][Batch 239], Speed: 182.484 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.910 [Epoch 2][Batch 249], Speed: 207.638 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.898 [Epoch 2][Batch 259], Speed: 174.893 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.887 [Epoch 2][Batch 269], Speed: 194.359 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.876 [Epoch 2][Batch 279], Speed: 193.702 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.865 [Epoch 2][Batch 289], Speed: 207.228 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.854 [Epoch 2][Batch 299], Speed: 180.376 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.843 [Epoch 2][Batch 309], Speed: 201.436 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.832 [Epoch 2][Batch 319], Speed: 190.802 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.821 [Epoch 2][Batch 329], Speed: 197.727 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.810 [Epoch 2][Batch 339], Speed: 189.279 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=5.800 [Epoch 2][Batch 349], Speed: 208.117 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=5.789 [Epoch 2][Batch 359], Speed: 196.635 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=5.779 [Epoch 2][Batch 369], Speed: 197.492 samples/sec, LR=0.000375, WHL1=0.584, CenterRegL1=0.245, HeatmapFocal=5.768 [Epoch 2][Batch 379], Speed: 199.919 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.758 [Epoch 2][Batch 389], Speed: 200.996 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.747 [Epoch 2][Batch 399], Speed: 192.220 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.737 [Epoch 2][Batch 409], Speed: 201.510 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.727 [Epoch 2][Batch 419], Speed: 198.561 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.717 [Epoch 2][Batch 429], Speed: 192.424 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.707 [Epoch 2][Batch 439], Speed: 177.872 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.697 [Epoch 2][Batch 449], Speed: 200.193 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.687 [Epoch 2][Batch 459], Speed: 191.755 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.677 [Epoch 2][Batch 469], Speed: 185.696 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.667 [Epoch 2][Batch 479], Speed: 185.350 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.658 [Epoch 2][Batch 489], Speed: 203.722 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.648 [Epoch 2][Batch 499], Speed: 191.550 samples/sec, LR=0.000375, WHL1=0.583, CenterRegL1=0.245, HeatmapFocal=5.638 [Epoch 2][Batch 509], Speed: 187.417 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.629 [Epoch 2][Batch 519], Speed: 193.377 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.619 [Epoch 2][Batch 529], Speed: 182.802 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.610 [Epoch 2][Batch 539], Speed: 194.671 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.600 [Epoch 2][Batch 549], Speed: 188.925 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.591 [Epoch 2][Batch 559], Speed: 191.184 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.581 [Epoch 2][Batch 569], Speed: 200.286 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.572 [Epoch 2][Batch 579], Speed: 189.726 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.563 [Epoch 2][Batch 589], Speed: 198.444 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.553 [Epoch 2][Batch 599], Speed: 179.946 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.544 [Epoch 2][Batch 609], Speed: 200.749 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.245, HeatmapFocal=5.535 [Epoch 2][Batch 619], Speed: 193.010 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.526 [Epoch 2][Batch 629], Speed: 196.551 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.517 [Epoch 2][Batch 639], Speed: 193.327 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.245, HeatmapFocal=5.508 [Epoch 2][Batch 649], Speed: 197.945 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=5.500 [Epoch 2][Batch 659], Speed: 193.927 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.245, HeatmapFocal=5.491 [Epoch 2][Batch 669], Speed: 201.812 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.245, HeatmapFocal=5.482 [Epoch 2][Batch 679], Speed: 185.931 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.245, HeatmapFocal=5.473 [Epoch 2][Batch 689], Speed: 191.940 samples/sec, LR=0.000375, WHL1=0.579, CenterRegL1=0.245, HeatmapFocal=5.464 [Epoch 2][Batch 699], Speed: 191.869 samples/sec, LR=0.000375, WHL1=0.579, CenterRegL1=0.245, HeatmapFocal=5.456 [Epoch 2][Batch 709], Speed: 185.340 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.447 [Epoch 2][Batch 719], Speed: 170.458 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.438 [Epoch 2][Batch 729], Speed: 194.703 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.430 [Epoch 2][Batch 739], Speed: 178.464 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.421 [Epoch 2][Batch 749], Speed: 195.366 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.413 [Epoch 2][Batch 759], Speed: 178.661 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.405 [Epoch 2][Batch 769], Speed: 195.279 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.396 [Epoch 2][Batch 779], Speed: 190.766 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=5.388 [Epoch 2][Batch 789], Speed: 209.365 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=5.380 [Epoch 2][Batch 799], Speed: 191.164 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=5.372 [Epoch 2][Batch 809], Speed: 188.098 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=5.364 [Epoch 2][Batch 819], Speed: 196.386 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=5.355 [Epoch 2][Batch 829], Speed: 180.641 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=5.347 [Epoch 2][Batch 839], Speed: 190.232 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=5.339 [Epoch 2][Batch 849], Speed: 202.367 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=5.331 [Epoch 2][Batch 859], Speed: 193.339 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=5.323 [Epoch 2][Batch 869], Speed: 193.718 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=5.315 [Epoch 2][Batch 879], Speed: 199.610 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=5.307 [Epoch 2][Batch 889], Speed: 198.898 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=5.299 [Epoch 2][Batch 899], Speed: 184.840 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=5.291 [Epoch 2][Batch 909], Speed: 212.546 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.283 [Epoch 2][Batch 919], Speed: 199.130 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.276 [Epoch 2][Batch 929], Speed: 196.582 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.268 [Epoch 2][Batch 939], Speed: 182.206 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.260 [Epoch 2][Batch 949], Speed: 188.598 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.253 [Epoch 2][Batch 959], Speed: 186.143 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.245 [Epoch 2][Batch 969], Speed: 205.802 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.238 [Epoch 2][Batch 979], Speed: 179.770 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.245, HeatmapFocal=5.230 [Epoch 2][Batch 989], Speed: 197.034 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.245, HeatmapFocal=5.223 [Epoch 2][Batch 999], Speed: 185.146 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.245, HeatmapFocal=5.215 [Epoch 2][Batch 1009], Speed: 188.985 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.245, HeatmapFocal=5.208 [Epoch 2][Batch 1019], Speed: 202.959 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.245, HeatmapFocal=5.200 [Epoch 2][Batch 1029], Speed: 187.817 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.245, HeatmapFocal=5.193 [Epoch 2][Batch 1039], Speed: 177.473 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.245, HeatmapFocal=5.185 [Epoch 2][Batch 1049], Speed: 191.133 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.245, HeatmapFocal=5.178 [Epoch 2][Batch 1059], Speed: 190.435 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.245, HeatmapFocal=5.171 [Epoch 2][Batch 1069], Speed: 194.251 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.245, HeatmapFocal=5.163 [Epoch 2][Batch 1079], Speed: 205.399 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.245, HeatmapFocal=5.156 [Epoch 2][Batch 1089], Speed: 206.794 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.245, HeatmapFocal=5.149 [Epoch 2][Batch 1099], Speed: 198.765 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.245, HeatmapFocal=5.142 [Epoch 2][Batch 1109], Speed: 195.559 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.245, HeatmapFocal=5.134 [Epoch 2][Batch 1119], Speed: 183.324 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.127 [Epoch 2][Batch 1129], Speed: 186.403 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.120 [Epoch 2][Batch 1139], Speed: 189.666 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.113 [Epoch 2][Batch 1149], Speed: 191.803 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.106 [Epoch 2][Batch 1159], Speed: 194.403 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.245, HeatmapFocal=5.099 [Epoch 2][Batch 1169], Speed: 181.899 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.092 [Epoch 2][Batch 1179], Speed: 190.022 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.086 [Epoch 2][Batch 1189], Speed: 189.796 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=5.079 [Epoch 2][Batch 1199], Speed: 198.387 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.245, HeatmapFocal=5.072 [Epoch 2][Batch 1209], Speed: 198.232 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.245, HeatmapFocal=5.066 [Epoch 2][Batch 1219], Speed: 170.979 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.245, HeatmapFocal=5.059 [Epoch 2] Training cost: 625.625, WHL1=0.569, CenterRegL1=0.245, HeatmapFocal=5.058 [Epoch 3][Batch 9], Speed: 142.800 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=5.051 [Epoch 3][Batch 19], Speed: 184.543 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.243, HeatmapFocal=5.044 [Epoch 3][Batch 29], Speed: 187.425 samples/sec, LR=0.000375, WHL1=0.542, CenterRegL1=0.244, HeatmapFocal=5.038 [Epoch 3][Batch 39], Speed: 187.593 samples/sec, LR=0.000375, WHL1=0.543, CenterRegL1=0.244, HeatmapFocal=5.031 [Epoch 3][Batch 49], Speed: 203.679 samples/sec, LR=0.000375, WHL1=0.544, CenterRegL1=0.244, HeatmapFocal=5.024 [Epoch 3][Batch 59], Speed: 196.731 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.245, HeatmapFocal=5.018 [Epoch 3][Batch 69], Speed: 207.966 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.245, HeatmapFocal=5.011 [Epoch 3][Batch 79], Speed: 190.022 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.245, HeatmapFocal=5.005 [Epoch 3][Batch 89], Speed: 193.132 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.245, HeatmapFocal=4.998 [Epoch 3][Batch 99], Speed: 195.772 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.991 [Epoch 3][Batch 109], Speed: 199.136 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.985 [Epoch 3][Batch 119], Speed: 192.920 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.979 [Epoch 3][Batch 129], Speed: 214.781 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.972 [Epoch 3][Batch 139], Speed: 186.118 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.966 [Epoch 3][Batch 149], Speed: 195.538 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.960 [Epoch 3][Batch 159], Speed: 196.046 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.953 [Epoch 3][Batch 169], Speed: 191.738 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.947 [Epoch 3][Batch 179], Speed: 205.154 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.245, HeatmapFocal=4.941 [Epoch 3][Batch 189], Speed: 213.353 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.245, HeatmapFocal=4.934 [Epoch 3][Batch 199], Speed: 180.014 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.245, HeatmapFocal=4.928 [Epoch 3][Batch 209], Speed: 199.416 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.245, HeatmapFocal=4.922 [Epoch 3][Batch 219], Speed: 202.274 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.245, HeatmapFocal=4.916 [Epoch 3][Batch 229], Speed: 182.468 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.245, HeatmapFocal=4.910 [Epoch 3][Batch 239], Speed: 203.460 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.903 [Epoch 3][Batch 249], Speed: 205.021 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.897 [Epoch 3][Batch 259], Speed: 184.916 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.891 [Epoch 3][Batch 269], Speed: 194.923 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.886 [Epoch 3][Batch 279], Speed: 198.021 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.880 [Epoch 3][Batch 289], Speed: 191.086 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.874 [Epoch 3][Batch 299], Speed: 206.426 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.868 [Epoch 3][Batch 309], Speed: 202.624 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.862 [Epoch 3][Batch 319], Speed: 188.249 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.856 [Epoch 3][Batch 329], Speed: 186.692 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.850 [Epoch 3][Batch 339], Speed: 186.930 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.844 [Epoch 3][Batch 349], Speed: 192.908 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.838 [Epoch 3][Batch 359], Speed: 201.703 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.833 [Epoch 3][Batch 369], Speed: 200.600 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.827 [Epoch 3][Batch 379], Speed: 177.902 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.821 [Epoch 3][Batch 389], Speed: 185.055 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.815 [Epoch 3][Batch 399], Speed: 189.518 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.244, HeatmapFocal=4.810 [Epoch 3][Batch 409], Speed: 197.217 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.804 [Epoch 3][Batch 419], Speed: 197.563 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.798 [Epoch 3][Batch 429], Speed: 201.960 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.793 [Epoch 3][Batch 439], Speed: 179.802 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.787 [Epoch 3][Batch 449], Speed: 191.380 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.782 [Epoch 3][Batch 459], Speed: 203.299 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.776 [Epoch 3][Batch 469], Speed: 190.053 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.244, HeatmapFocal=4.771 [Epoch 3][Batch 479], Speed: 180.765 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.244, HeatmapFocal=4.765 [Epoch 3][Batch 489], Speed: 202.101 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.244, HeatmapFocal=4.760 [Epoch 3][Batch 499], Speed: 184.152 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.244, HeatmapFocal=4.755 [Epoch 3][Batch 509], Speed: 191.373 samples/sec, LR=0.000375, WHL1=0.541, CenterRegL1=0.244, HeatmapFocal=4.749 [Epoch 3][Batch 519], Speed: 206.489 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.744 [Epoch 3][Batch 529], Speed: 199.012 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.738 [Epoch 3][Batch 539], Speed: 198.948 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.733 [Epoch 3][Batch 549], Speed: 199.759 samples/sec, LR=0.000375, WHL1=0.540, CenterRegL1=0.244, HeatmapFocal=4.728 [Epoch 3][Batch 559], Speed: 176.954 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.722 [Epoch 3][Batch 569], Speed: 202.847 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.717 [Epoch 3][Batch 579], Speed: 203.648 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.711 [Epoch 3][Batch 589], Speed: 185.772 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.706 [Epoch 3][Batch 599], Speed: 196.224 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.701 [Epoch 3][Batch 609], Speed: 205.958 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.696 [Epoch 3][Batch 619], Speed: 183.802 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.691 [Epoch 3][Batch 629], Speed: 182.639 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.686 [Epoch 3][Batch 639], Speed: 192.012 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.680 [Epoch 3][Batch 649], Speed: 198.768 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.244, HeatmapFocal=4.675 [Epoch 3][Batch 659], Speed: 196.103 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.670 [Epoch 3][Batch 669], Speed: 185.008 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.665 [Epoch 3][Batch 679], Speed: 168.704 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.660 [Epoch 3][Batch 689], Speed: 189.649 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.655 [Epoch 3][Batch 699], Speed: 193.185 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.650 [Epoch 3][Batch 709], Speed: 201.170 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.645 [Epoch 3][Batch 719], Speed: 182.149 samples/sec, LR=0.000375, WHL1=0.538, CenterRegL1=0.244, HeatmapFocal=4.640 [Epoch 3][Batch 729], Speed: 206.294 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.635 [Epoch 3][Batch 739], Speed: 193.809 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.630 [Epoch 3][Batch 749], Speed: 195.500 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.625 [Epoch 3][Batch 759], Speed: 184.470 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.620 [Epoch 3][Batch 769], Speed: 197.655 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.615 [Epoch 3][Batch 779], Speed: 197.173 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.610 [Epoch 3][Batch 789], Speed: 204.503 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.605 [Epoch 3][Batch 799], Speed: 184.360 samples/sec, LR=0.000375, WHL1=0.537, CenterRegL1=0.244, HeatmapFocal=4.600 [Epoch 3][Batch 809], Speed: 192.926 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.596 [Epoch 3][Batch 819], Speed: 184.156 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.591 [Epoch 3][Batch 829], Speed: 202.238 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.586 [Epoch 3][Batch 839], Speed: 194.383 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.581 [Epoch 3][Batch 849], Speed: 201.045 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.576 [Epoch 3][Batch 859], Speed: 183.327 samples/sec, LR=0.000375, WHL1=0.536, CenterRegL1=0.244, HeatmapFocal=4.572 [Epoch 3][Batch 869], Speed: 190.707 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.567 [Epoch 3][Batch 879], Speed: 184.648 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.562 [Epoch 3][Batch 889], Speed: 196.065 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.557 [Epoch 3][Batch 899], Speed: 192.694 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.553 [Epoch 3][Batch 909], Speed: 197.155 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.548 [Epoch 3][Batch 919], Speed: 186.100 samples/sec, LR=0.000375, WHL1=0.535, CenterRegL1=0.244, HeatmapFocal=4.543 [Epoch 3][Batch 929], Speed: 185.702 samples/sec, LR=0.000375, WHL1=0.534, CenterRegL1=0.244, HeatmapFocal=4.539 [Epoch 3][Batch 939], Speed: 193.395 samples/sec, LR=0.000375, WHL1=0.534, CenterRegL1=0.244, HeatmapFocal=4.534 [Epoch 3][Batch 949], Speed: 191.593 samples/sec, LR=0.000375, WHL1=0.534, CenterRegL1=0.244, HeatmapFocal=4.529 [Epoch 3][Batch 959], Speed: 193.865 samples/sec, LR=0.000375, WHL1=0.534, CenterRegL1=0.244, HeatmapFocal=4.525 [Epoch 3][Batch 969], Speed: 202.257 samples/sec, LR=0.000375, WHL1=0.534, CenterRegL1=0.244, HeatmapFocal=4.520 [Epoch 3][Batch 979], Speed: 191.056 samples/sec, LR=0.000375, WHL1=0.534, CenterRegL1=0.244, HeatmapFocal=4.516 [Epoch 3][Batch 989], Speed: 192.310 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.511 [Epoch 3][Batch 999], Speed: 207.935 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.507 [Epoch 3][Batch 1009], Speed: 200.927 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.502 [Epoch 3][Batch 1019], Speed: 195.687 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.498 [Epoch 3][Batch 1029], Speed: 201.808 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.493 [Epoch 3][Batch 1039], Speed: 184.043 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.489 [Epoch 3][Batch 1049], Speed: 181.924 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.484 [Epoch 3][Batch 1059], Speed: 210.495 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.244, HeatmapFocal=4.480 [Epoch 3][Batch 1069], Speed: 199.085 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.475 [Epoch 3][Batch 1079], Speed: 193.844 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.471 [Epoch 3][Batch 1089], Speed: 193.557 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.467 [Epoch 3][Batch 1099], Speed: 190.516 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.462 [Epoch 3][Batch 1109], Speed: 177.221 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.458 [Epoch 3][Batch 1119], Speed: 206.652 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.454 [Epoch 3][Batch 1129], Speed: 184.441 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.450 [Epoch 3][Batch 1139], Speed: 184.169 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.445 [Epoch 3][Batch 1149], Speed: 199.470 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.244, HeatmapFocal=4.441 [Epoch 3][Batch 1159], Speed: 203.177 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.244, HeatmapFocal=4.437 [Epoch 3][Batch 1169], Speed: 188.251 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.244, HeatmapFocal=4.432 [Epoch 3][Batch 1179], Speed: 180.466 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.244, HeatmapFocal=4.428 [Epoch 3][Batch 1189], Speed: 182.223 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.244, HeatmapFocal=4.424 [Epoch 3][Batch 1199], Speed: 186.316 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.420 [Epoch 3][Batch 1209], Speed: 190.441 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.415 [Epoch 3][Batch 1219], Speed: 206.386 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.411 [Epoch 3] Training cost: 628.008, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.410 [Epoch 4][Batch 9], Speed: 145.525 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.244, HeatmapFocal=4.406 [Epoch 4][Batch 19], Speed: 182.528 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.402 [Epoch 4][Batch 29], Speed: 199.507 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.243, HeatmapFocal=4.398 [Epoch 4][Batch 39], Speed: 190.895 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.394 [Epoch 4][Batch 49], Speed: 188.846 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.243, HeatmapFocal=4.390 [Epoch 4][Batch 59], Speed: 206.053 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.386 [Epoch 4][Batch 69], Speed: 179.225 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.243, HeatmapFocal=4.381 [Epoch 4][Batch 79], Speed: 197.867 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.377 [Epoch 4][Batch 89], Speed: 194.333 samples/sec, LR=0.000375, WHL1=0.509, CenterRegL1=0.243, HeatmapFocal=4.373 [Epoch 4][Batch 99], Speed: 191.497 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.369 [Epoch 4][Batch 109], Speed: 190.157 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.365 [Epoch 4][Batch 119], Speed: 192.924 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.361 [Epoch 4][Batch 129], Speed: 190.288 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.357 [Epoch 4][Batch 139], Speed: 181.540 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.353 [Epoch 4][Batch 149], Speed: 184.789 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.349 [Epoch 4][Batch 159], Speed: 179.566 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.345 [Epoch 4][Batch 169], Speed: 201.165 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.341 [Epoch 4][Batch 179], Speed: 202.698 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.337 [Epoch 4][Batch 189], Speed: 199.680 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.333 [Epoch 4][Batch 199], Speed: 190.252 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.329 [Epoch 4][Batch 209], Speed: 180.761 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.325 [Epoch 4][Batch 219], Speed: 193.678 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.322 [Epoch 4][Batch 229], Speed: 189.205 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.318 [Epoch 4][Batch 239], Speed: 194.338 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.314 [Epoch 4][Batch 249], Speed: 210.463 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.310 [Epoch 4][Batch 259], Speed: 183.147 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.306 [Epoch 4][Batch 269], Speed: 199.455 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.302 [Epoch 4][Batch 279], Speed: 182.765 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.298 [Epoch 4][Batch 289], Speed: 208.851 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.294 [Epoch 4][Batch 299], Speed: 194.607 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.290 [Epoch 4][Batch 309], Speed: 188.047 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.287 [Epoch 4][Batch 319], Speed: 184.886 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.283 [Epoch 4][Batch 329], Speed: 195.264 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.279 [Epoch 4][Batch 339], Speed: 192.567 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.275 [Epoch 4][Batch 349], Speed: 200.027 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.272 [Epoch 4][Batch 359], Speed: 195.060 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.268 [Epoch 4][Batch 369], Speed: 187.210 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.264 [Epoch 4][Batch 379], Speed: 196.408 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.261 [Epoch 4][Batch 389], Speed: 204.068 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.257 [Epoch 4][Batch 399], Speed: 189.552 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.253 [Epoch 4][Batch 409], Speed: 197.813 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.250 [Epoch 4][Batch 419], Speed: 189.694 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.246 [Epoch 4][Batch 429], Speed: 180.230 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.242 [Epoch 4][Batch 439], Speed: 192.701 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.239 [Epoch 4][Batch 449], Speed: 195.894 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.235 [Epoch 4][Batch 459], Speed: 189.158 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.231 [Epoch 4][Batch 469], Speed: 198.844 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.228 [Epoch 4][Batch 479], Speed: 182.540 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.224 [Epoch 4][Batch 489], Speed: 172.263 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.221 [Epoch 4][Batch 499], Speed: 188.013 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.217 [Epoch 4][Batch 509], Speed: 179.002 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.214 [Epoch 4][Batch 519], Speed: 195.792 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.210 [Epoch 4][Batch 529], Speed: 195.853 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.207 [Epoch 4][Batch 539], Speed: 195.538 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.203 [Epoch 4][Batch 549], Speed: 195.532 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.200 [Epoch 4][Batch 559], Speed: 194.353 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.196 [Epoch 4][Batch 569], Speed: 194.249 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.193 [Epoch 4][Batch 579], Speed: 188.318 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.190 [Epoch 4][Batch 589], Speed: 197.199 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.186 [Epoch 4][Batch 599], Speed: 182.968 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.183 [Epoch 4][Batch 609], Speed: 201.762 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.179 [Epoch 4][Batch 619], Speed: 199.387 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.176 [Epoch 4][Batch 629], Speed: 182.122 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.172 [Epoch 4][Batch 639], Speed: 193.143 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.169 [Epoch 4][Batch 649], Speed: 190.127 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.166 [Epoch 4][Batch 659], Speed: 178.517 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.162 [Epoch 4][Batch 669], Speed: 194.705 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.159 [Epoch 4][Batch 679], Speed: 194.217 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.156 [Epoch 4][Batch 689], Speed: 192.673 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.152 [Epoch 4][Batch 699], Speed: 165.149 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.149 [Epoch 4][Batch 709], Speed: 191.573 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.146 [Epoch 4][Batch 719], Speed: 198.706 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=4.142 [Epoch 4][Batch 729], Speed: 190.822 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.139 [Epoch 4][Batch 739], Speed: 186.587 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.136 [Epoch 4][Batch 749], Speed: 168.571 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.132 [Epoch 4][Batch 759], Speed: 177.403 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.129 [Epoch 4][Batch 769], Speed: 198.354 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.126 [Epoch 4][Batch 779], Speed: 183.105 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.123 [Epoch 4][Batch 789], Speed: 190.288 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.119 [Epoch 4][Batch 799], Speed: 189.755 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.116 [Epoch 4][Batch 809], Speed: 177.021 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.113 [Epoch 4][Batch 819], Speed: 208.222 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.110 [Epoch 4][Batch 829], Speed: 197.489 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.107 [Epoch 4][Batch 839], Speed: 196.133 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.103 [Epoch 4][Batch 849], Speed: 202.046 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.243, HeatmapFocal=4.100 [Epoch 4][Batch 859], Speed: 192.883 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.097 [Epoch 4][Batch 869], Speed: 187.557 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.094 [Epoch 4][Batch 879], Speed: 187.903 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.091 [Epoch 4][Batch 889], Speed: 193.561 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.243, HeatmapFocal=4.088 [Epoch 4][Batch 899], Speed: 199.954 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.085 [Epoch 4][Batch 909], Speed: 187.251 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.081 [Epoch 4][Batch 919], Speed: 178.950 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.078 [Epoch 4][Batch 929], Speed: 190.973 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.075 [Epoch 4][Batch 939], Speed: 194.185 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.072 [Epoch 4][Batch 949], Speed: 193.213 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.069 [Epoch 4][Batch 959], Speed: 184.209 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.066 [Epoch 4][Batch 969], Speed: 197.301 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.063 [Epoch 4][Batch 979], Speed: 184.591 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.060 [Epoch 4][Batch 989], Speed: 199.580 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.057 [Epoch 4][Batch 999], Speed: 181.636 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.054 [Epoch 4][Batch 1009], Speed: 192.392 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.051 [Epoch 4][Batch 1019], Speed: 192.966 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.048 [Epoch 4][Batch 1029], Speed: 201.406 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.045 [Epoch 4][Batch 1039], Speed: 177.881 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.042 [Epoch 4][Batch 1049], Speed: 181.388 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.039 [Epoch 4][Batch 1059], Speed: 188.227 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.036 [Epoch 4][Batch 1069], Speed: 192.161 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.033 [Epoch 4][Batch 1079], Speed: 196.757 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.030 [Epoch 4][Batch 1089], Speed: 200.505 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.027 [Epoch 4][Batch 1099], Speed: 182.233 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.243, HeatmapFocal=4.024 [Epoch 4][Batch 1109], Speed: 206.427 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.243, HeatmapFocal=4.021 [Epoch 4][Batch 1119], Speed: 189.939 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.243, HeatmapFocal=4.018 [Epoch 4][Batch 1129], Speed: 195.966 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.243, HeatmapFocal=4.015 [Epoch 4][Batch 1139], Speed: 195.191 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.243, HeatmapFocal=4.012 [Epoch 4][Batch 1149], Speed: 188.719 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=4.009 [Epoch 4][Batch 1159], Speed: 179.458 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=4.006 [Epoch 4][Batch 1169], Speed: 183.766 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=4.003 [Epoch 4][Batch 1179], Speed: 190.204 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=4.001 [Epoch 4][Batch 1189], Speed: 185.264 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=3.998 [Epoch 4][Batch 1199], Speed: 184.501 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=3.995 [Epoch 4][Batch 1209], Speed: 200.590 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=3.992 [Epoch 4][Batch 1219], Speed: 196.154 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=3.989 [Epoch 4] Training cost: 630.739, WHL1=0.502, CenterRegL1=0.243, HeatmapFocal=3.989 [Epoch 5][Batch 9], Speed: 114.550 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.243, HeatmapFocal=3.986 [Epoch 5][Batch 19], Speed: 194.554 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.983 [Epoch 5][Batch 29], Speed: 194.418 samples/sec, LR=0.000375, WHL1=0.486, CenterRegL1=0.243, HeatmapFocal=3.980 [Epoch 5][Batch 39], Speed: 183.064 samples/sec, LR=0.000375, WHL1=0.486, CenterRegL1=0.243, HeatmapFocal=3.977 [Epoch 5][Batch 49], Speed: 197.915 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.975 [Epoch 5][Batch 59], Speed: 209.835 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=3.972 [Epoch 5][Batch 69], Speed: 213.381 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.242, HeatmapFocal=3.969 [Epoch 5][Batch 79], Speed: 173.580 samples/sec, LR=0.000375, WHL1=0.487, CenterRegL1=0.242, HeatmapFocal=3.966 [Epoch 5][Batch 89], Speed: 195.191 samples/sec, LR=0.000375, WHL1=0.486, CenterRegL1=0.242, HeatmapFocal=3.963 [Epoch 5][Batch 99], Speed: 199.963 samples/sec, LR=0.000375, WHL1=0.487, CenterRegL1=0.242, HeatmapFocal=3.960 [Epoch 5][Batch 109], Speed: 198.175 samples/sec, LR=0.000375, WHL1=0.487, CenterRegL1=0.242, HeatmapFocal=3.958 [Epoch 5][Batch 119], Speed: 198.366 samples/sec, LR=0.000375, WHL1=0.486, CenterRegL1=0.242, HeatmapFocal=3.955 [Epoch 5][Batch 129], Speed: 215.031 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.952 [Epoch 5][Batch 139], Speed: 193.559 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.949 [Epoch 5][Batch 149], Speed: 185.121 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.947 [Epoch 5][Batch 159], Speed: 189.618 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.944 [Epoch 5][Batch 169], Speed: 192.326 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.941 [Epoch 5][Batch 179], Speed: 206.961 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.938 [Epoch 5][Batch 189], Speed: 209.362 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.936 [Epoch 5][Batch 199], Speed: 198.227 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.933 [Epoch 5][Batch 209], Speed: 181.521 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.930 [Epoch 5][Batch 219], Speed: 204.833 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.928 [Epoch 5][Batch 229], Speed: 187.587 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.925 [Epoch 5][Batch 239], Speed: 202.282 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.922 [Epoch 5][Batch 249], Speed: 199.760 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.919 [Epoch 5][Batch 259], Speed: 188.161 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.917 [Epoch 5][Batch 269], Speed: 194.063 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.914 [Epoch 5][Batch 279], Speed: 192.871 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.912 [Epoch 5][Batch 289], Speed: 187.064 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.909 [Epoch 5][Batch 299], Speed: 195.853 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.906 [Epoch 5][Batch 309], Speed: 204.548 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.904 [Epoch 5][Batch 319], Speed: 167.600 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.901 [Epoch 5][Batch 329], Speed: 177.604 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.898 [Epoch 5][Batch 339], Speed: 187.343 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.896 [Epoch 5][Batch 349], Speed: 196.405 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.893 [Epoch 5][Batch 359], Speed: 193.548 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.891 [Epoch 5][Batch 369], Speed: 216.403 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.888 [Epoch 5][Batch 379], Speed: 175.221 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.885 [Epoch 5][Batch 389], Speed: 191.501 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.883 [Epoch 5][Batch 399], Speed: 207.667 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.880 [Epoch 5][Batch 409], Speed: 190.710 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.878 [Epoch 5][Batch 419], Speed: 196.437 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.875 [Epoch 5][Batch 429], Speed: 183.234 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.873 [Epoch 5][Batch 439], Speed: 191.295 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.870 [Epoch 5][Batch 449], Speed: 193.449 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.868 [Epoch 5][Batch 459], Speed: 177.334 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.865 [Epoch 5][Batch 469], Speed: 193.981 samples/sec, LR=0.000375, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.863 [Epoch 5][Batch 479], Speed: 191.426 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.860 [Epoch 5][Batch 489], Speed: 187.874 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.858 [Epoch 5][Batch 499], Speed: 185.941 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.855 [Epoch 5][Batch 509], Speed: 195.740 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.853 [Epoch 5][Batch 519], Speed: 205.883 samples/sec, LR=0.000375, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.850 [Epoch 5][Batch 529], Speed: 176.492 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.847 [Epoch 5][Batch 539], Speed: 201.109 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.845 [Epoch 5][Batch 549], Speed: 172.498 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.842 [Epoch 5][Batch 559], Speed: 186.461 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.840 [Epoch 5][Batch 569], Speed: 191.831 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.838 [Epoch 5][Batch 579], Speed: 200.514 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.835 [Epoch 5][Batch 589], Speed: 186.304 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.833 [Epoch 5][Batch 599], Speed: 202.692 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.830 [Epoch 5][Batch 609], Speed: 179.510 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.828 [Epoch 5][Batch 619], Speed: 184.325 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.825 [Epoch 5][Batch 629], Speed: 181.180 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.823 [Epoch 5][Batch 639], Speed: 186.648 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.821 [Epoch 5][Batch 649], Speed: 194.350 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.818 [Epoch 5][Batch 659], Speed: 192.147 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.816 [Epoch 5][Batch 669], Speed: 202.926 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.813 [Epoch 5][Batch 679], Speed: 174.839 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.811 [Epoch 5][Batch 689], Speed: 198.007 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.809 [Epoch 5][Batch 699], Speed: 196.574 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.806 [Epoch 5][Batch 709], Speed: 197.379 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.241, HeatmapFocal=3.804 [Epoch 5][Batch 719], Speed: 195.189 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.241, HeatmapFocal=3.802 [Epoch 5][Batch 729], Speed: 173.604 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.241, HeatmapFocal=3.799 [Epoch 5][Batch 739], Speed: 191.716 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.797 [Epoch 5][Batch 749], Speed: 184.177 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.795 [Epoch 5][Batch 759], Speed: 184.531 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.242, HeatmapFocal=3.792 [Epoch 5][Batch 769], Speed: 173.973 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.790 [Epoch 5][Batch 779], Speed: 194.723 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.788 [Epoch 5][Batch 789], Speed: 199.319 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.785 [Epoch 5][Batch 799], Speed: 193.136 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.783 [Epoch 5][Batch 809], Speed: 192.580 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.781 [Epoch 5][Batch 819], Speed: 182.224 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.778 [Epoch 5][Batch 829], Speed: 171.852 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.776 [Epoch 5][Batch 839], Speed: 192.860 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.774 [Epoch 5][Batch 849], Speed: 199.031 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.772 [Epoch 5][Batch 859], Speed: 193.601 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.769 [Epoch 5][Batch 869], Speed: 195.799 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.767 [Epoch 5][Batch 879], Speed: 192.801 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.765 [Epoch 5][Batch 889], Speed: 188.361 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.762 [Epoch 5][Batch 899], Speed: 197.204 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.760 [Epoch 5][Batch 909], Speed: 185.391 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.758 [Epoch 5][Batch 919], Speed: 188.193 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.756 [Epoch 5][Batch 929], Speed: 195.455 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.754 [Epoch 5][Batch 939], Speed: 189.420 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.751 [Epoch 5][Batch 949], Speed: 190.562 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.749 [Epoch 5][Batch 959], Speed: 196.340 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=3.747 [Epoch 5][Batch 969], Speed: 190.500 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.745 [Epoch 5][Batch 979], Speed: 193.103 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.743 [Epoch 5][Batch 989], Speed: 193.900 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.740 [Epoch 5][Batch 999], Speed: 193.277 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.738 [Epoch 5][Batch 1009], Speed: 188.937 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.736 [Epoch 5][Batch 1019], Speed: 179.195 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.734 [Epoch 5][Batch 1029], Speed: 194.564 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.732 [Epoch 5][Batch 1039], Speed: 191.694 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.729 [Epoch 5][Batch 1049], Speed: 180.644 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.727 [Epoch 5][Batch 1059], Speed: 197.478 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.725 [Epoch 5][Batch 1069], Speed: 191.947 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.723 [Epoch 5][Batch 1079], Speed: 195.680 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.721 [Epoch 5][Batch 1089], Speed: 200.594 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.719 [Epoch 5][Batch 1099], Speed: 195.062 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.716 [Epoch 5][Batch 1109], Speed: 179.418 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.714 [Epoch 5][Batch 1119], Speed: 182.140 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.712 [Epoch 5][Batch 1129], Speed: 195.265 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.710 [Epoch 5][Batch 1139], Speed: 182.134 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.708 [Epoch 5][Batch 1149], Speed: 193.601 samples/sec, LR=0.000375, WHL1=0.481, CenterRegL1=0.241, HeatmapFocal=3.706 [Epoch 5][Batch 1159], Speed: 210.609 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.241, HeatmapFocal=3.704 [Epoch 5][Batch 1169], Speed: 183.342 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.241, HeatmapFocal=3.702 [Epoch 5][Batch 1179], Speed: 187.440 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.241, HeatmapFocal=3.700 [Epoch 5][Batch 1189], Speed: 211.098 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.241, HeatmapFocal=3.697 [Epoch 5][Batch 1199], Speed: 197.963 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.241, HeatmapFocal=3.695 [Epoch 5][Batch 1209], Speed: 195.486 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.241, HeatmapFocal=3.693 [Epoch 5][Batch 1219], Speed: 197.031 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.241, HeatmapFocal=3.691 [Epoch 5] Training cost: 628.585, WHL1=0.479, CenterRegL1=0.241, HeatmapFocal=3.691 [Epoch 6][Batch 9], Speed: 99.115 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.689 [Epoch 6][Batch 19], Speed: 185.436 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.686 [Epoch 6][Batch 29], Speed: 185.628 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.684 [Epoch 6][Batch 39], Speed: 179.688 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.682 [Epoch 6][Batch 49], Speed: 192.743 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.240, HeatmapFocal=3.680 [Epoch 6][Batch 59], Speed: 189.691 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.678 [Epoch 6][Batch 69], Speed: 208.338 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.676 [Epoch 6][Batch 79], Speed: 194.659 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.674 [Epoch 6][Batch 89], Speed: 198.394 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.672 [Epoch 6][Batch 99], Speed: 181.356 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.670 [Epoch 6][Batch 109], Speed: 199.430 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.668 [Epoch 6][Batch 119], Speed: 208.615 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.666 [Epoch 6][Batch 129], Speed: 186.108 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.664 [Epoch 6][Batch 139], Speed: 191.440 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.662 [Epoch 6][Batch 149], Speed: 179.265 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.660 [Epoch 6][Batch 159], Speed: 199.932 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.658 [Epoch 6][Batch 169], Speed: 199.284 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.656 [Epoch 6][Batch 179], Speed: 179.795 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.654 [Epoch 6][Batch 189], Speed: 199.584 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.652 [Epoch 6][Batch 199], Speed: 151.072 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.650 [Epoch 6][Batch 209], Speed: 205.210 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.648 [Epoch 6][Batch 219], Speed: 187.640 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.241, HeatmapFocal=3.646 [Epoch 6][Batch 229], Speed: 196.137 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.644 [Epoch 6][Batch 239], Speed: 194.174 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.642 [Epoch 6][Batch 249], Speed: 199.071 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.241, HeatmapFocal=3.640 [Epoch 6][Batch 259], Speed: 189.293 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.638 [Epoch 6][Batch 269], Speed: 182.246 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.241, HeatmapFocal=3.636 [Epoch 6][Batch 279], Speed: 201.464 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.241, HeatmapFocal=3.634 [Epoch 6][Batch 289], Speed: 200.797 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.241, HeatmapFocal=3.632 [Epoch 6][Batch 299], Speed: 193.357 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.630 [Epoch 6][Batch 309], Speed: 208.040 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.628 [Epoch 6][Batch 319], Speed: 177.299 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.626 [Epoch 6][Batch 329], Speed: 178.388 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.624 [Epoch 6][Batch 339], Speed: 198.974 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.622 [Epoch 6][Batch 349], Speed: 190.751 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.620 [Epoch 6][Batch 359], Speed: 196.902 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.618 [Epoch 6][Batch 369], Speed: 194.662 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.616 [Epoch 6][Batch 379], Speed: 183.008 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.615 [Epoch 6][Batch 389], Speed: 193.202 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.613 [Epoch 6][Batch 399], Speed: 184.473 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.241, HeatmapFocal=3.611 [Epoch 6][Batch 409], Speed: 201.927 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.241, HeatmapFocal=3.609 [Epoch 6][Batch 419], Speed: 196.012 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.607 [Epoch 6][Batch 429], Speed: 211.411 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.605 [Epoch 6][Batch 439], Speed: 184.798 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.603 [Epoch 6][Batch 449], Speed: 180.419 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.601 [Epoch 6][Batch 459], Speed: 184.813 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.599 [Epoch 6][Batch 469], Speed: 189.271 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.597 [Epoch 6][Batch 479], Speed: 201.206 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.596 [Epoch 6][Batch 489], Speed: 212.302 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.594 [Epoch 6][Batch 499], Speed: 188.109 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.592 [Epoch 6][Batch 509], Speed: 183.842 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.590 [Epoch 6][Batch 519], Speed: 193.022 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.588 [Epoch 6][Batch 529], Speed: 194.067 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.586 [Epoch 6][Batch 539], Speed: 197.527 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.241, HeatmapFocal=3.584 [Epoch 6][Batch 549], Speed: 204.129 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.582 [Epoch 6][Batch 559], Speed: 184.238 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.580 [Epoch 6][Batch 569], Speed: 188.084 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.579 [Epoch 6][Batch 579], Speed: 198.177 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.577 [Epoch 6][Batch 589], Speed: 197.692 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.575 [Epoch 6][Batch 599], Speed: 192.880 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.573 [Epoch 6][Batch 609], Speed: 203.041 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.571 [Epoch 6][Batch 619], Speed: 178.649 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.569 [Epoch 6][Batch 629], Speed: 188.751 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.568 [Epoch 6][Batch 639], Speed: 182.817 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.566 [Epoch 6][Batch 649], Speed: 196.698 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.564 [Epoch 6][Batch 659], Speed: 198.073 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.562 [Epoch 6][Batch 669], Speed: 201.289 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.561 [Epoch 6][Batch 679], Speed: 187.103 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.559 [Epoch 6][Batch 689], Speed: 192.991 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.557 [Epoch 6][Batch 699], Speed: 196.169 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.555 [Epoch 6][Batch 709], Speed: 198.356 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.553 [Epoch 6][Batch 719], Speed: 184.068 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.552 [Epoch 6][Batch 729], Speed: 188.587 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.550 [Epoch 6][Batch 739], Speed: 173.313 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.548 [Epoch 6][Batch 749], Speed: 185.975 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.546 [Epoch 6][Batch 759], Speed: 197.679 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.545 [Epoch 6][Batch 769], Speed: 195.114 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.543 [Epoch 6][Batch 779], Speed: 186.435 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.541 [Epoch 6][Batch 789], Speed: 179.852 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.540 [Epoch 6][Batch 799], Speed: 165.196 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.538 [Epoch 6][Batch 809], Speed: 195.391 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.536 [Epoch 6][Batch 819], Speed: 190.230 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.534 [Epoch 6][Batch 829], Speed: 186.337 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.533 [Epoch 6][Batch 839], Speed: 197.338 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.531 [Epoch 6][Batch 849], Speed: 187.084 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.529 [Epoch 6][Batch 859], Speed: 178.986 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.527 [Epoch 6][Batch 869], Speed: 189.651 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.526 [Epoch 6][Batch 879], Speed: 201.864 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.524 [Epoch 6][Batch 889], Speed: 182.326 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.522 [Epoch 6][Batch 899], Speed: 192.411 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.520 [Epoch 6][Batch 909], Speed: 182.375 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.519 [Epoch 6][Batch 919], Speed: 178.784 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.517 [Epoch 6][Batch 929], Speed: 177.970 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.515 [Epoch 6][Batch 939], Speed: 190.531 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.514 [Epoch 6][Batch 949], Speed: 198.803 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.512 [Epoch 6][Batch 959], Speed: 185.554 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.510 [Epoch 6][Batch 969], Speed: 186.547 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.508 [Epoch 6][Batch 979], Speed: 178.560 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.507 [Epoch 6][Batch 989], Speed: 192.114 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.505 [Epoch 6][Batch 999], Speed: 199.581 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.503 [Epoch 6][Batch 1009], Speed: 195.631 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.502 [Epoch 6][Batch 1019], Speed: 168.005 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.500 [Epoch 6][Batch 1029], Speed: 192.130 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.498 [Epoch 6][Batch 1039], Speed: 201.413 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.497 [Epoch 6][Batch 1049], Speed: 184.747 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.495 [Epoch 6][Batch 1059], Speed: 194.259 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.493 [Epoch 6][Batch 1069], Speed: 187.628 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.492 [Epoch 6][Batch 1079], Speed: 196.619 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.490 [Epoch 6][Batch 1089], Speed: 177.683 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.488 [Epoch 6][Batch 1099], Speed: 181.905 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.487 [Epoch 6][Batch 1109], Speed: 189.096 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.485 [Epoch 6][Batch 1119], Speed: 189.849 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.483 [Epoch 6][Batch 1129], Speed: 201.342 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.482 [Epoch 6][Batch 1139], Speed: 179.628 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.480 [Epoch 6][Batch 1149], Speed: 191.065 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.478 [Epoch 6][Batch 1159], Speed: 183.018 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.477 [Epoch 6][Batch 1169], Speed: 190.107 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.475 [Epoch 6][Batch 1179], Speed: 190.324 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.474 [Epoch 6][Batch 1189], Speed: 185.746 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.472 [Epoch 6][Batch 1199], Speed: 190.846 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.470 [Epoch 6][Batch 1209], Speed: 217.280 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.469 [Epoch 6][Batch 1219], Speed: 177.250 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.240, HeatmapFocal=3.467 [Epoch 6] Training cost: 631.556, WHL1=0.459, CenterRegL1=0.240, HeatmapFocal=3.467 [Epoch 7][Batch 9], Speed: 98.123 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.241, HeatmapFocal=3.465 [Epoch 7][Batch 19], Speed: 192.066 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.240, HeatmapFocal=3.464 [Epoch 7][Batch 29], Speed: 201.557 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.241, HeatmapFocal=3.462 [Epoch 7][Batch 39], Speed: 201.039 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.460 [Epoch 7][Batch 49], Speed: 182.676 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.241, HeatmapFocal=3.459 [Epoch 7][Batch 59], Speed: 187.965 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.241, HeatmapFocal=3.457 [Epoch 7][Batch 69], Speed: 208.671 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.456 [Epoch 7][Batch 79], Speed: 178.905 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.454 [Epoch 7][Batch 89], Speed: 192.458 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.452 [Epoch 7][Batch 99], Speed: 196.051 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.451 [Epoch 7][Batch 109], Speed: 197.458 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.449 [Epoch 7][Batch 119], Speed: 200.531 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.448 [Epoch 7][Batch 129], Speed: 212.166 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.446 [Epoch 7][Batch 139], Speed: 186.656 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.444 [Epoch 7][Batch 149], Speed: 196.445 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.443 [Epoch 7][Batch 159], Speed: 181.105 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.441 [Epoch 7][Batch 169], Speed: 196.520 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.440 [Epoch 7][Batch 179], Speed: 195.702 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.438 [Epoch 7][Batch 189], Speed: 207.404 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.437 [Epoch 7][Batch 199], Speed: 178.331 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.435 [Epoch 7][Batch 209], Speed: 192.710 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.433 [Epoch 7][Batch 219], Speed: 195.460 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.432 [Epoch 7][Batch 229], Speed: 183.066 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.430 [Epoch 7][Batch 239], Speed: 190.914 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.429 [Epoch 7][Batch 249], Speed: 194.052 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.427 [Epoch 7][Batch 259], Speed: 192.111 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.426 [Epoch 7][Batch 269], Speed: 188.282 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.424 [Epoch 7][Batch 279], Speed: 183.194 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.423 [Epoch 7][Batch 289], Speed: 193.362 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.421 [Epoch 7][Batch 299], Speed: 192.539 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.420 [Epoch 7][Batch 309], Speed: 208.467 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.418 [Epoch 7][Batch 319], Speed: 194.876 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.417 [Epoch 7][Batch 329], Speed: 189.029 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.415 [Epoch 7][Batch 339], Speed: 190.709 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.414 [Epoch 7][Batch 349], Speed: 208.237 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.412 [Epoch 7][Batch 359], Speed: 178.388 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.411 [Epoch 7][Batch 369], Speed: 206.856 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.240, HeatmapFocal=3.409 [Epoch 7][Batch 379], Speed: 193.924 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.408 [Epoch 7][Batch 389], Speed: 187.950 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.406 [Epoch 7][Batch 399], Speed: 193.203 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.405 [Epoch 7][Batch 409], Speed: 192.362 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.240, HeatmapFocal=3.403 [Epoch 7][Batch 419], Speed: 198.802 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.401 [Epoch 7][Batch 429], Speed: 205.540 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.400 [Epoch 7][Batch 439], Speed: 181.052 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.398 [Epoch 7][Batch 449], Speed: 188.563 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.397 [Epoch 7][Batch 459], Speed: 196.237 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.396 [Epoch 7][Batch 469], Speed: 180.434 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.394 [Epoch 7][Batch 479], Speed: 196.071 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.393 [Epoch 7][Batch 489], Speed: 197.171 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.391 [Epoch 7][Batch 499], Speed: 189.781 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.390 [Epoch 7][Batch 509], Speed: 181.318 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.388 [Epoch 7][Batch 519], Speed: 197.897 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.387 [Epoch 7][Batch 529], Speed: 191.156 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.385 [Epoch 7][Batch 539], Speed: 202.133 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.384 [Epoch 7][Batch 549], Speed: 217.469 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.382 [Epoch 7][Batch 559], Speed: 175.042 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.381 [Epoch 7][Batch 569], Speed: 181.379 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.379 [Epoch 7][Batch 579], Speed: 203.180 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.378 [Epoch 7][Batch 589], Speed: 183.279 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.377 [Epoch 7][Batch 599], Speed: 184.561 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.375 [Epoch 7][Batch 609], Speed: 179.541 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.374 [Epoch 7][Batch 619], Speed: 178.716 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.372 [Epoch 7][Batch 629], Speed: 193.704 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.371 [Epoch 7][Batch 639], Speed: 195.478 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.370 [Epoch 7][Batch 649], Speed: 196.702 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.368 [Epoch 7][Batch 659], Speed: 189.044 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.367 [Epoch 7][Batch 669], Speed: 195.828 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.365 [Epoch 7][Batch 679], Speed: 182.113 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.364 [Epoch 7][Batch 689], Speed: 197.837 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.363 [Epoch 7][Batch 699], Speed: 203.644 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.361 [Epoch 7][Batch 709], Speed: 196.876 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.360 [Epoch 7][Batch 719], Speed: 177.457 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.358 [Epoch 7][Batch 729], Speed: 200.413 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.357 [Epoch 7][Batch 739], Speed: 186.441 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.356 [Epoch 7][Batch 749], Speed: 200.171 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.354 [Epoch 7][Batch 759], Speed: 194.108 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.353 [Epoch 7][Batch 769], Speed: 186.510 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.351 [Epoch 7][Batch 779], Speed: 198.209 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.240, HeatmapFocal=3.350 [Epoch 7][Batch 789], Speed: 189.815 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.349 [Epoch 7][Batch 799], Speed: 188.866 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.347 [Epoch 7][Batch 809], Speed: 194.380 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.346 [Epoch 7][Batch 819], Speed: 204.587 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.344 [Epoch 7][Batch 829], Speed: 188.952 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.343 [Epoch 7][Batch 839], Speed: 199.870 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.342 [Epoch 7][Batch 849], Speed: 183.056 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.340 [Epoch 7][Batch 859], Speed: 187.300 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.339 [Epoch 7][Batch 869], Speed: 187.434 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.338 [Epoch 7][Batch 879], Speed: 198.367 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.336 [Epoch 7][Batch 889], Speed: 194.688 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.335 [Epoch 7][Batch 899], Speed: 190.872 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.334 [Epoch 7][Batch 909], Speed: 190.886 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.332 [Epoch 7][Batch 919], Speed: 179.801 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.331 [Epoch 7][Batch 929], Speed: 187.944 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.330 [Epoch 7][Batch 939], Speed: 205.727 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.328 [Epoch 7][Batch 949], Speed: 180.598 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.327 [Epoch 7][Batch 959], Speed: 196.839 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.240, HeatmapFocal=3.326 [Epoch 7][Batch 969], Speed: 190.775 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.324 [Epoch 7][Batch 979], Speed: 169.384 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.323 [Epoch 7][Batch 989], Speed: 186.245 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.322 [Epoch 7][Batch 999], Speed: 203.561 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.320 [Epoch 7][Batch 1009], Speed: 185.287 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.319 [Epoch 7][Batch 1019], Speed: 193.404 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.318 [Epoch 7][Batch 1029], Speed: 173.109 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.316 [Epoch 7][Batch 1039], Speed: 175.191 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.315 [Epoch 7][Batch 1049], Speed: 196.590 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.314 [Epoch 7][Batch 1059], Speed: 206.132 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.312 [Epoch 7][Batch 1069], Speed: 189.884 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.311 [Epoch 7][Batch 1079], Speed: 196.500 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.310 [Epoch 7][Batch 1089], Speed: 200.285 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.308 [Epoch 7][Batch 1099], Speed: 192.950 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.307 [Epoch 7][Batch 1109], Speed: 172.332 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.306 [Epoch 7][Batch 1119], Speed: 190.905 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.305 [Epoch 7][Batch 1129], Speed: 202.940 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.303 [Epoch 7][Batch 1139], Speed: 199.957 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.302 [Epoch 7][Batch 1149], Speed: 198.057 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.301 [Epoch 7][Batch 1159], Speed: 191.460 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.300 [Epoch 7][Batch 1169], Speed: 175.095 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.298 [Epoch 7][Batch 1179], Speed: 206.646 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.297 [Epoch 7][Batch 1189], Speed: 199.975 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.296 [Epoch 7][Batch 1199], Speed: 179.085 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.294 [Epoch 7][Batch 1209], Speed: 179.339 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.293 [Epoch 7][Batch 1219], Speed: 207.576 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.292 [Epoch 7] Training cost: 632.305, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.292 [Epoch 8][Batch 9], Speed: 103.490 samples/sec, LR=0.000375, WHL1=0.452, CenterRegL1=0.239, HeatmapFocal=3.290 [Epoch 8][Batch 19], Speed: 188.085 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.240, HeatmapFocal=3.289 [Epoch 8][Batch 29], Speed: 194.617 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.238, HeatmapFocal=3.288 [Epoch 8][Batch 39], Speed: 186.173 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.286 [Epoch 8][Batch 49], Speed: 206.838 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.285 [Epoch 8][Batch 59], Speed: 211.238 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.284 [Epoch 8][Batch 69], Speed: 207.073 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.283 [Epoch 8][Batch 79], Speed: 184.297 samples/sec, LR=0.000375, WHL1=0.434, CenterRegL1=0.239, HeatmapFocal=3.281 [Epoch 8][Batch 89], Speed: 184.282 samples/sec, LR=0.000375, WHL1=0.434, CenterRegL1=0.239, HeatmapFocal=3.280 [Epoch 8][Batch 99], Speed: 196.752 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.279 [Epoch 8][Batch 109], Speed: 197.008 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.277 [Epoch 8][Batch 119], Speed: 197.341 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.276 [Epoch 8][Batch 129], Speed: 204.857 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.275 [Epoch 8][Batch 139], Speed: 177.040 samples/sec, LR=0.000375, WHL1=0.434, CenterRegL1=0.239, HeatmapFocal=3.274 [Epoch 8][Batch 149], Speed: 173.290 samples/sec, LR=0.000375, WHL1=0.434, CenterRegL1=0.239, HeatmapFocal=3.272 [Epoch 8][Batch 159], Speed: 201.938 samples/sec, LR=0.000375, WHL1=0.434, CenterRegL1=0.239, HeatmapFocal=3.271 [Epoch 8][Batch 169], Speed: 194.118 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.270 [Epoch 8][Batch 179], Speed: 198.796 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.269 [Epoch 8][Batch 189], Speed: 208.419 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.267 [Epoch 8][Batch 199], Speed: 190.671 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.266 [Epoch 8][Batch 209], Speed: 195.397 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.239, HeatmapFocal=3.265 [Epoch 8][Batch 219], Speed: 192.738 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.264 [Epoch 8][Batch 229], Speed: 199.136 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.239, HeatmapFocal=3.262 [Epoch 8][Batch 239], Speed: 203.819 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.261 [Epoch 8][Batch 249], Speed: 201.728 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.260 [Epoch 8][Batch 259], Speed: 169.594 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.259 [Epoch 8][Batch 269], Speed: 206.131 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.257 [Epoch 8][Batch 279], Speed: 171.712 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.256 [Epoch 8][Batch 289], Speed: 195.457 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.239, HeatmapFocal=3.255 [Epoch 8][Batch 299], Speed: 202.247 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.239, HeatmapFocal=3.254 [Epoch 8][Batch 309], Speed: 187.021 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.252 [Epoch 8][Batch 319], Speed: 188.181 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.251 [Epoch 8][Batch 329], Speed: 195.982 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.250 [Epoch 8][Batch 339], Speed: 189.803 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.239, HeatmapFocal=3.249 [Epoch 8][Batch 349], Speed: 176.753 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.248 [Epoch 8][Batch 359], Speed: 199.070 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.239, HeatmapFocal=3.246 [Epoch 8][Batch 369], Speed: 187.804 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.239, HeatmapFocal=3.245 [Epoch 8][Batch 379], Speed: 189.670 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.239, HeatmapFocal=3.244 [Epoch 8][Batch 389], Speed: 178.067 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.243 [Epoch 8][Batch 399], Speed: 182.759 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.242 [Epoch 8][Batch 409], Speed: 184.205 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.240 [Epoch 8][Batch 419], Speed: 184.724 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.239 [Epoch 8][Batch 429], Speed: 173.676 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.239, HeatmapFocal=3.238 [Epoch 8][Batch 439], Speed: 192.769 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.239, HeatmapFocal=3.237 [Epoch 8][Batch 449], Speed: 188.014 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.239, HeatmapFocal=3.236 [Epoch 8][Batch 459], Speed: 195.343 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.239, HeatmapFocal=3.234 [Epoch 8][Batch 469], Speed: 187.318 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.233 [Epoch 8][Batch 479], Speed: 205.136 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.232 [Epoch 8][Batch 489], Speed: 182.125 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.231 [Epoch 8][Batch 499], Speed: 195.573 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.230 [Epoch 8][Batch 509], Speed: 183.290 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.229 [Epoch 8][Batch 519], Speed: 193.864 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.227 [Epoch 8][Batch 529], Speed: 180.129 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.226 [Epoch 8][Batch 539], Speed: 201.649 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.225 [Epoch 8][Batch 549], Speed: 173.338 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.224 [Epoch 8][Batch 559], Speed: 196.727 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.223 [Epoch 8][Batch 569], Speed: 184.285 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.222 [Epoch 8][Batch 579], Speed: 194.600 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.221 [Epoch 8][Batch 589], Speed: 194.055 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.219 [Epoch 8][Batch 599], Speed: 193.280 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.218 [Epoch 8][Batch 609], Speed: 186.686 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.217 [Epoch 8][Batch 619], Speed: 164.884 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.216 [Epoch 8][Batch 629], Speed: 190.213 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.215 [Epoch 8][Batch 639], Speed: 187.603 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.214 [Epoch 8][Batch 649], Speed: 198.992 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.212 [Epoch 8][Batch 659], Speed: 191.902 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.211 [Epoch 8][Batch 669], Speed: 199.194 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.210 [Epoch 8][Batch 679], Speed: 189.928 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.239, HeatmapFocal=3.209 [Epoch 8][Batch 689], Speed: 191.926 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.208 [Epoch 8][Batch 699], Speed: 189.812 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.207 [Epoch 8][Batch 709], Speed: 190.621 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.205 [Epoch 8][Batch 719], Speed: 176.616 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.204 [Epoch 8][Batch 729], Speed: 197.723 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.203 [Epoch 8][Batch 739], Speed: 167.959 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.202 [Epoch 8][Batch 749], Speed: 182.152 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.201 [Epoch 8][Batch 759], Speed: 196.783 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.200 [Epoch 8][Batch 769], Speed: 192.770 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.199 [Epoch 8][Batch 779], Speed: 203.143 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.198 [Epoch 8][Batch 789], Speed: 200.016 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.196 [Epoch 8][Batch 799], Speed: 190.888 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.195 [Epoch 8][Batch 809], Speed: 180.569 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.194 [Epoch 8][Batch 819], Speed: 192.512 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.193 [Epoch 8][Batch 829], Speed: 196.696 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.192 [Epoch 8][Batch 839], Speed: 199.908 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.191 [Epoch 8][Batch 849], Speed: 211.967 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.190 [Epoch 8][Batch 859], Speed: 183.760 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.189 [Epoch 8][Batch 869], Speed: 190.295 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.188 [Epoch 8][Batch 879], Speed: 195.843 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.187 [Epoch 8][Batch 889], Speed: 188.484 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.185 [Epoch 8][Batch 899], Speed: 187.880 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.184 [Epoch 8][Batch 909], Speed: 209.701 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.183 [Epoch 8][Batch 919], Speed: 200.220 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.182 [Epoch 8][Batch 929], Speed: 190.272 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.181 [Epoch 8][Batch 939], Speed: 204.242 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.180 [Epoch 8][Batch 949], Speed: 191.426 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.179 [Epoch 8][Batch 959], Speed: 195.538 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.178 [Epoch 8][Batch 969], Speed: 181.146 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.177 [Epoch 8][Batch 979], Speed: 184.161 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.176 [Epoch 8][Batch 989], Speed: 184.679 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.175 [Epoch 8][Batch 999], Speed: 198.329 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.173 [Epoch 8][Batch 1009], Speed: 192.028 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.172 [Epoch 8][Batch 1019], Speed: 202.431 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.171 [Epoch 8][Batch 1029], Speed: 193.954 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.170 [Epoch 8][Batch 1039], Speed: 180.519 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.169 [Epoch 8][Batch 1049], Speed: 195.159 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.168 [Epoch 8][Batch 1059], Speed: 204.949 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.167 [Epoch 8][Batch 1069], Speed: 192.732 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.166 [Epoch 8][Batch 1079], Speed: 189.749 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.165 [Epoch 8][Batch 1089], Speed: 199.061 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.164 [Epoch 8][Batch 1099], Speed: 172.681 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.163 [Epoch 8][Batch 1109], Speed: 193.564 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.162 [Epoch 8][Batch 1119], Speed: 192.185 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.161 [Epoch 8][Batch 1129], Speed: 187.255 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.160 [Epoch 8][Batch 1139], Speed: 187.940 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.159 [Epoch 8][Batch 1149], Speed: 202.875 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.157 [Epoch 8][Batch 1159], Speed: 195.494 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.156 [Epoch 8][Batch 1169], Speed: 189.802 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.155 [Epoch 8][Batch 1179], Speed: 181.720 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.154 [Epoch 8][Batch 1189], Speed: 192.896 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.153 [Epoch 8][Batch 1199], Speed: 183.896 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.152 [Epoch 8][Batch 1209], Speed: 184.976 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.151 [Epoch 8][Batch 1219], Speed: 190.186 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.150 [Epoch 8] Training cost: 630.965, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.150 [Epoch 9][Batch 9], Speed: 105.378 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.236, HeatmapFocal=3.149 [Epoch 9][Batch 19], Speed: 181.001 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.236, HeatmapFocal=3.148 [Epoch 9][Batch 29], Speed: 189.021 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.236, HeatmapFocal=3.147 [Epoch 9][Batch 39], Speed: 181.236 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.146 [Epoch 9][Batch 49], Speed: 211.057 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.145 [Epoch 9][Batch 59], Speed: 200.923 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.144 [Epoch 9][Batch 69], Speed: 194.241 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.143 [Epoch 9][Batch 79], Speed: 193.672 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.142 [Epoch 9][Batch 89], Speed: 198.412 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.140 [Epoch 9][Batch 99], Speed: 188.197 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.139 [Epoch 9][Batch 109], Speed: 193.098 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.138 [Epoch 9][Batch 119], Speed: 205.105 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.137 [Epoch 9][Batch 129], Speed: 211.488 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.136 [Epoch 9][Batch 139], Speed: 182.428 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.135 [Epoch 9][Batch 149], Speed: 184.696 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.134 [Epoch 9][Batch 159], Speed: 177.238 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.133 [Epoch 9][Batch 169], Speed: 193.835 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.132 [Epoch 9][Batch 179], Speed: 199.384 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.131 [Epoch 9][Batch 189], Speed: 203.153 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.130 [Epoch 9][Batch 199], Speed: 181.210 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.129 [Epoch 9][Batch 209], Speed: 181.976 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.128 [Epoch 9][Batch 219], Speed: 193.345 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.127 [Epoch 9][Batch 229], Speed: 177.835 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.126 [Epoch 9][Batch 239], Speed: 195.793 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.125 [Epoch 9][Batch 249], Speed: 186.902 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.124 [Epoch 9][Batch 259], Speed: 190.993 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.123 [Epoch 9][Batch 269], Speed: 184.288 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.122 [Epoch 9][Batch 279], Speed: 187.413 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.238, HeatmapFocal=3.121 [Epoch 9][Batch 289], Speed: 186.943 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.238, HeatmapFocal=3.120 [Epoch 9][Batch 299], Speed: 194.572 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.119 [Epoch 9][Batch 309], Speed: 206.653 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.118 [Epoch 9][Batch 319], Speed: 174.759 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.117 [Epoch 9][Batch 329], Speed: 193.813 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.116 [Epoch 9][Batch 339], Speed: 197.304 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.115 [Epoch 9][Batch 349], Speed: 194.489 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.114 [Epoch 9][Batch 359], Speed: 197.504 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.238, HeatmapFocal=3.113 [Epoch 9][Batch 369], Speed: 205.128 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.112 [Epoch 9][Batch 379], Speed: 196.583 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.111 [Epoch 9][Batch 389], Speed: 183.700 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.110 [Epoch 9][Batch 399], Speed: 185.569 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.109 [Epoch 9][Batch 409], Speed: 174.353 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.108 [Epoch 9][Batch 419], Speed: 189.306 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.107 [Epoch 9][Batch 429], Speed: 186.513 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.106 [Epoch 9][Batch 439], Speed: 190.007 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.105 [Epoch 9][Batch 449], Speed: 179.482 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.104 [Epoch 9][Batch 459], Speed: 187.098 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.103 [Epoch 9][Batch 469], Speed: 177.423 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.102 [Epoch 9][Batch 479], Speed: 186.039 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.101 [Epoch 9][Batch 489], Speed: 207.085 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.100 [Epoch 9][Batch 499], Speed: 178.150 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.099 [Epoch 9][Batch 509], Speed: 176.800 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.098 [Epoch 9][Batch 519], Speed: 184.266 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.097 [Epoch 9][Batch 529], Speed: 185.195 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.096 [Epoch 9][Batch 539], Speed: 185.515 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.095 [Epoch 9][Batch 549], Speed: 191.805 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.094 [Epoch 9][Batch 559], Speed: 188.396 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.093 [Epoch 9][Batch 569], Speed: 189.796 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.092 [Epoch 9][Batch 579], Speed: 186.272 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.091 [Epoch 9][Batch 589], Speed: 191.025 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.090 [Epoch 9][Batch 599], Speed: 202.889 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.089 [Epoch 9][Batch 609], Speed: 194.508 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.088 [Epoch 9][Batch 619], Speed: 188.016 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.087 [Epoch 9][Batch 629], Speed: 192.618 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.086 [Epoch 9][Batch 639], Speed: 186.664 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.085 [Epoch 9][Batch 649], Speed: 183.939 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.085 [Epoch 9][Batch 659], Speed: 205.491 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.084 [Epoch 9][Batch 669], Speed: 190.678 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.083 [Epoch 9][Batch 679], Speed: 186.180 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.082 [Epoch 9][Batch 689], Speed: 186.417 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.238, HeatmapFocal=3.081 [Epoch 9][Batch 699], Speed: 192.381 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.080 [Epoch 9][Batch 709], Speed: 193.157 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.079 [Epoch 9][Batch 719], Speed: 193.237 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.078 [Epoch 9][Batch 729], Speed: 195.298 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.077 [Epoch 9][Batch 739], Speed: 193.455 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.076 [Epoch 9][Batch 749], Speed: 197.195 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.075 [Epoch 9][Batch 759], Speed: 182.224 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.074 [Epoch 9][Batch 769], Speed: 181.165 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.073 [Epoch 9][Batch 779], Speed: 206.915 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.072 [Epoch 9][Batch 789], Speed: 197.374 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.071 [Epoch 9][Batch 799], Speed: 187.845 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.070 [Epoch 9][Batch 809], Speed: 192.752 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.069 [Epoch 9][Batch 819], Speed: 184.686 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.069 [Epoch 9][Batch 829], Speed: 195.761 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.068 [Epoch 9][Batch 839], Speed: 202.822 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.067 [Epoch 9][Batch 849], Speed: 197.224 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.066 [Epoch 9][Batch 859], Speed: 196.876 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.065 [Epoch 9][Batch 869], Speed: 176.524 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.064 [Epoch 9][Batch 879], Speed: 195.718 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.063 [Epoch 9][Batch 889], Speed: 194.486 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.062 [Epoch 9][Batch 899], Speed: 199.658 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.061 [Epoch 9][Batch 909], Speed: 190.112 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.060 [Epoch 9][Batch 919], Speed: 175.869 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.059 [Epoch 9][Batch 929], Speed: 191.286 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.058 [Epoch 9][Batch 939], Speed: 196.061 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.057 [Epoch 9][Batch 949], Speed: 185.900 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.057 [Epoch 9][Batch 959], Speed: 204.993 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.056 [Epoch 9][Batch 969], Speed: 201.258 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.055 [Epoch 9][Batch 979], Speed: 190.444 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.054 [Epoch 9][Batch 989], Speed: 199.297 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.053 [Epoch 9][Batch 999], Speed: 191.560 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.052 [Epoch 9][Batch 1009], Speed: 178.506 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.051 [Epoch 9][Batch 1019], Speed: 201.124 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.050 [Epoch 9][Batch 1029], Speed: 180.309 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.049 [Epoch 9][Batch 1039], Speed: 186.930 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.048 [Epoch 9][Batch 1049], Speed: 185.300 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.048 [Epoch 9][Batch 1059], Speed: 199.685 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.047 [Epoch 9][Batch 1069], Speed: 190.299 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.046 [Epoch 9][Batch 1079], Speed: 179.407 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.045 [Epoch 9][Batch 1089], Speed: 196.275 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.238, HeatmapFocal=3.044 [Epoch 9][Batch 1099], Speed: 185.791 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.043 [Epoch 9][Batch 1109], Speed: 210.614 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.042 [Epoch 9][Batch 1119], Speed: 207.736 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.041 [Epoch 9][Batch 1129], Speed: 187.717 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.040 [Epoch 9][Batch 1139], Speed: 180.876 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.039 [Epoch 9][Batch 1149], Speed: 197.513 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.038 [Epoch 9][Batch 1159], Speed: 190.724 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.038 [Epoch 9][Batch 1169], Speed: 174.778 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.037 [Epoch 9][Batch 1179], Speed: 191.647 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.036 [Epoch 9][Batch 1189], Speed: 186.126 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.035 [Epoch 9][Batch 1199], Speed: 193.108 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.034 [Epoch 9][Batch 1209], Speed: 184.854 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.033 [Epoch 9][Batch 1219], Speed: 172.770 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.032 [Epoch 9] Training cost: 630.883, WHL1=0.416, CenterRegL1=0.238, HeatmapFocal=3.032 [Epoch 10][Batch 9], Speed: 113.650 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.235, HeatmapFocal=3.031 [Epoch 10][Batch 19], Speed: 196.895 samples/sec, LR=0.000375, WHL1=0.403, CenterRegL1=0.236, HeatmapFocal=3.030 [Epoch 10][Batch 29], Speed: 183.126 samples/sec, LR=0.000375, WHL1=0.402, CenterRegL1=0.236, HeatmapFocal=3.029 [Epoch 10][Batch 39], Speed: 191.975 samples/sec, LR=0.000375, WHL1=0.403, CenterRegL1=0.237, HeatmapFocal=3.028 [Epoch 10][Batch 49], Speed: 199.731 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=3.028 [Epoch 10][Batch 59], Speed: 193.572 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=3.027 [Epoch 10][Batch 69], Speed: 163.890 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.026 [Epoch 10][Batch 79], Speed: 193.474 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=3.025 [Epoch 10][Batch 89], Speed: 196.796 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=3.024 [Epoch 10][Batch 99], Speed: 197.992 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=3.023 [Epoch 10][Batch 109], Speed: 196.323 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.022 [Epoch 10][Batch 119], Speed: 206.774 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.021 [Epoch 10][Batch 129], Speed: 203.124 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.021 [Epoch 10][Batch 139], Speed: 192.035 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.020 [Epoch 10][Batch 149], Speed: 187.262 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.019 [Epoch 10][Batch 159], Speed: 197.542 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.018 [Epoch 10][Batch 169], Speed: 196.027 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.017 [Epoch 10][Batch 179], Speed: 183.315 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.016 [Epoch 10][Batch 189], Speed: 200.172 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.015 [Epoch 10][Batch 199], Speed: 184.063 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.014 [Epoch 10][Batch 209], Speed: 191.224 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.014 [Epoch 10][Batch 219], Speed: 191.373 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.013 [Epoch 10][Batch 229], Speed: 198.837 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.012 [Epoch 10][Batch 239], Speed: 189.024 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.011 [Epoch 10][Batch 249], Speed: 199.898 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.010 [Epoch 10][Batch 259], Speed: 180.890 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.009 [Epoch 10][Batch 269], Speed: 196.031 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.008 [Epoch 10][Batch 279], Speed: 188.459 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.008 [Epoch 10][Batch 289], Speed: 200.181 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.007 [Epoch 10][Batch 299], Speed: 182.145 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.006 [Epoch 10][Batch 309], Speed: 183.736 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.005 [Epoch 10][Batch 319], Speed: 177.989 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.004 [Epoch 10][Batch 329], Speed: 186.001 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.003 [Epoch 10][Batch 339], Speed: 196.073 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=3.002 [Epoch 10][Batch 349], Speed: 188.850 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=3.002 [Epoch 10][Batch 359], Speed: 190.497 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=3.001 [Epoch 10][Batch 369], Speed: 201.900 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.000 [Epoch 10][Batch 379], Speed: 194.105 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.999 [Epoch 10][Batch 389], Speed: 191.229 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.998 [Epoch 10][Batch 399], Speed: 179.182 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.997 [Epoch 10][Batch 409], Speed: 191.161 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.997 [Epoch 10][Batch 419], Speed: 178.999 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=2.996 [Epoch 10][Batch 429], Speed: 195.891 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=2.995 [Epoch 10][Batch 439], Speed: 182.158 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=2.994 [Epoch 10][Batch 449], Speed: 167.186 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=2.993 [Epoch 10][Batch 459], Speed: 186.417 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.992 [Epoch 10][Batch 469], Speed: 193.345 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.992 [Epoch 10][Batch 479], Speed: 180.796 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.991 [Epoch 10][Batch 489], Speed: 197.172 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.990 [Epoch 10][Batch 499], Speed: 189.561 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.989 [Epoch 10][Batch 509], Speed: 199.102 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.988 [Epoch 10][Batch 519], Speed: 193.487 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.987 [Epoch 10][Batch 529], Speed: 185.319 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.987 [Epoch 10][Batch 539], Speed: 178.182 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.986 [Epoch 10][Batch 549], Speed: 189.185 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.985 [Epoch 10][Batch 559], Speed: 179.059 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.984 [Epoch 10][Batch 569], Speed: 184.107 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.983 [Epoch 10][Batch 579], Speed: 190.756 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.983 [Epoch 10][Batch 589], Speed: 185.052 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.982 [Epoch 10][Batch 599], Speed: 176.977 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.981 [Epoch 10][Batch 609], Speed: 201.810 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.980 [Epoch 10][Batch 619], Speed: 190.763 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.979 [Epoch 10][Batch 629], Speed: 188.254 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.978 [Epoch 10][Batch 639], Speed: 192.524 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.978 [Epoch 10][Batch 649], Speed: 196.600 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=2.977 [Epoch 10][Batch 659], Speed: 183.402 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.976 [Epoch 10][Batch 669], Speed: 196.193 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.975 [Epoch 10][Batch 679], Speed: 173.818 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.974 [Epoch 10][Batch 689], Speed: 177.432 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.974 [Epoch 10][Batch 699], Speed: 180.504 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.973 [Epoch 10][Batch 709], Speed: 201.055 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.972 [Epoch 10][Batch 719], Speed: 197.251 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.971 [Epoch 10][Batch 729], Speed: 204.175 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.970 [Epoch 10][Batch 739], Speed: 177.580 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.970 [Epoch 10][Batch 749], Speed: 178.521 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.969 [Epoch 10][Batch 759], Speed: 194.137 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.968 [Epoch 10][Batch 769], Speed: 190.456 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.967 [Epoch 10][Batch 779], Speed: 189.922 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.966 [Epoch 10][Batch 789], Speed: 205.600 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.966 [Epoch 10][Batch 799], Speed: 181.159 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.965 [Epoch 10][Batch 809], Speed: 167.834 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.964 [Epoch 10][Batch 819], Speed: 177.817 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.963 [Epoch 10][Batch 829], Speed: 194.719 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.962 [Epoch 10][Batch 839], Speed: 192.047 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.962 [Epoch 10][Batch 849], Speed: 189.571 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.961 [Epoch 10][Batch 859], Speed: 187.247 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=2.960 [Epoch 10][Batch 869], Speed: 185.457 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.959 [Epoch 10][Batch 879], Speed: 185.938 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.959 [Epoch 10][Batch 889], Speed: 181.201 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.958 [Epoch 10][Batch 899], Speed: 189.412 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.957 [Epoch 10][Batch 909], Speed: 203.985 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.956 [Epoch 10][Batch 919], Speed: 190.474 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.955 [Epoch 10][Batch 929], Speed: 181.638 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.955 [Epoch 10][Batch 939], Speed: 194.006 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.954 [Epoch 10][Batch 949], Speed: 194.091 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.953 [Epoch 10][Batch 959], Speed: 181.672 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.952 [Epoch 10][Batch 969], Speed: 200.973 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.952 [Epoch 10][Batch 979], Speed: 190.099 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.951 [Epoch 10][Batch 989], Speed: 172.935 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.950 [Epoch 10][Batch 999], Speed: 169.864 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.949 [Epoch 10][Batch 1009], Speed: 191.981 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.948 [Epoch 10][Batch 1019], Speed: 198.916 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.948 [Epoch 10][Batch 1029], Speed: 182.192 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.947 [Epoch 10][Batch 1039], Speed: 183.027 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.946 [Epoch 10][Batch 1049], Speed: 189.177 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.945 [Epoch 10][Batch 1059], Speed: 190.193 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.945 [Epoch 10][Batch 1069], Speed: 174.704 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.944 [Epoch 10][Batch 1079], Speed: 179.127 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=2.943 [Epoch 10][Batch 1089], Speed: 193.246 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.942 [Epoch 10][Batch 1099], Speed: 184.930 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.942 [Epoch 10][Batch 1109], Speed: 196.505 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.941 [Epoch 10][Batch 1119], Speed: 177.942 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.940 [Epoch 10][Batch 1129], Speed: 206.166 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.939 [Epoch 10][Batch 1139], Speed: 184.970 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.939 [Epoch 10][Batch 1149], Speed: 176.844 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.938 [Epoch 10][Batch 1159], Speed: 180.883 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.937 [Epoch 10][Batch 1169], Speed: 178.762 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.936 [Epoch 10][Batch 1179], Speed: 204.303 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.936 [Epoch 10][Batch 1189], Speed: 189.727 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.935 [Epoch 10][Batch 1199], Speed: 191.235 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.934 [Epoch 10][Batch 1209], Speed: 179.511 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.933 [Epoch 10][Batch 1219], Speed: 183.110 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.933 [Epoch 10] Training cost: 635.939, WHL1=0.406, CenterRegL1=0.238, HeatmapFocal=2.933 [Epoch 10] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.167 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.165 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.042 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.078 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.308 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.491 person=29.3 bicycle=10.0 car=15.5 motorcycle=16.9 airplane=32.0 bus=37.8 train=33.3 truck=10.1 boat=4.6 traffic light=8.2 fire hydrant=36.2 stop sign=40.6 parking meter=19.4 bench=8.1 bird=13.5 cat=30.8 dog=27.3 horse=27.1 sheep=21.9 cow=23.0 elephant=34.4 bear=44.3 zebra=46.9 giraffe=47.1 backpack=2.4 umbrella=16.7 handbag=1.0 tie=9.0 suitcase=8.4 frisbee=22.0 skis=5.3 snowboard=6.7 sports ball=11.8 kite=12.3 baseball bat=6.9 baseball glove=12.6 skateboard=20.2 surfboard=11.7 tennis racket=18.2 bottle=13.4 wine glass=10.7 cup=15.8 fork=5.3 knife=1.4 spoon=0.7 bowl=13.8 banana=6.8 apple=7.0 sandwich=17.9 orange=16.4 broccoli=10.9 carrot=4.7 hot dog=10.4 pizza=24.6 donut=21.3 cake=15.4 chair=8.4 couch=19.4 potted plant=8.7 bed=15.4 dining table=6.9 toilet=25.7 tv=32.3 laptop=32.6 mouse=26.0 remote=3.4 keyboard=24.5 cell phone=11.4 microwave=29.9 oven=10.3 toaster=0.0 sink=15.0 refrigerator=17.9 book=1.7 clock=27.3 vase=13.8 scissors=3.6 teddy bear=22.9 hair drier=0.0 toothbrush=2.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =16.7 [Epoch 11][Batch 9], Speed: 85.979 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.238, HeatmapFocal=2.932 [Epoch 11][Batch 19], Speed: 188.544 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.238, HeatmapFocal=2.931 [Epoch 11][Batch 29], Speed: 195.373 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.930 [Epoch 11][Batch 39], Speed: 186.966 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.930 [Epoch 11][Batch 49], Speed: 182.997 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.929 [Epoch 11][Batch 59], Speed: 193.534 samples/sec, LR=0.000375, WHL1=0.399, CenterRegL1=0.236, HeatmapFocal=2.928 [Epoch 11][Batch 69], Speed: 202.027 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.927 [Epoch 11][Batch 79], Speed: 185.440 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.927 [Epoch 11][Batch 89], Speed: 178.667 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.926 [Epoch 11][Batch 99], Speed: 196.209 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.925 [Epoch 11][Batch 109], Speed: 183.652 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.924 [Epoch 11][Batch 119], Speed: 204.939 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.924 [Epoch 11][Batch 129], Speed: 205.549 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.923 [Epoch 11][Batch 139], Speed: 187.846 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.922 [Epoch 11][Batch 149], Speed: 186.824 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=2.921 [Epoch 11][Batch 159], Speed: 197.390 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=2.921 [Epoch 11][Batch 169], Speed: 182.424 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=2.920 [Epoch 11][Batch 179], Speed: 204.101 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=2.919 [Epoch 11][Batch 189], Speed: 202.943 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.918 [Epoch 11][Batch 199], Speed: 178.051 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.918 [Epoch 11][Batch 209], Speed: 180.287 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.917 [Epoch 11][Batch 219], Speed: 208.457 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.916 [Epoch 11][Batch 229], Speed: 197.000 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.915 [Epoch 11][Batch 239], Speed: 196.319 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.915 [Epoch 11][Batch 249], Speed: 196.544 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.914 [Epoch 11][Batch 259], Speed: 177.502 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.913 [Epoch 11][Batch 269], Speed: 180.042 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.912 [Epoch 11][Batch 279], Speed: 192.674 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.912 [Epoch 11][Batch 289], Speed: 175.461 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.911 [Epoch 11][Batch 299], Speed: 199.604 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.910 [Epoch 11][Batch 309], Speed: 202.656 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.910 [Epoch 11][Batch 319], Speed: 179.414 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.909 [Epoch 11][Batch 329], Speed: 188.101 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.908 [Epoch 11][Batch 339], Speed: 193.359 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.907 [Epoch 11][Batch 349], Speed: 192.006 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.907 [Epoch 11][Batch 359], Speed: 194.268 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.906 [Epoch 11][Batch 369], Speed: 198.964 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.905 [Epoch 11][Batch 379], Speed: 185.904 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.904 [Epoch 11][Batch 389], Speed: 183.986 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.904 [Epoch 11][Batch 399], Speed: 196.233 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.903 [Epoch 11][Batch 409], Speed: 185.360 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.902 [Epoch 11][Batch 419], Speed: 195.832 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.902 [Epoch 11][Batch 429], Speed: 183.370 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=2.901 [Epoch 11][Batch 439], Speed: 191.515 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.900 [Epoch 11][Batch 449], Speed: 177.952 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.899 [Epoch 11][Batch 459], Speed: 197.842 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.899 [Epoch 11][Batch 469], Speed: 181.165 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.898 [Epoch 11][Batch 479], Speed: 195.447 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.897 [Epoch 11][Batch 489], Speed: 198.135 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.896 [Epoch 11][Batch 499], Speed: 171.946 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.896 [Epoch 11][Batch 509], Speed: 191.205 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.895 [Epoch 11][Batch 519], Speed: 193.958 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.894 [Epoch 11][Batch 529], Speed: 197.556 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.894 [Epoch 11][Batch 539], Speed: 196.282 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.893 [Epoch 11][Batch 549], Speed: 182.261 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.892 [Epoch 11][Batch 559], Speed: 162.436 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=2.891 [Epoch 11][Batch 569], Speed: 187.992 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.891 [Epoch 11][Batch 579], Speed: 197.141 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.890 [Epoch 11][Batch 589], Speed: 193.317 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.889 [Epoch 11][Batch 599], Speed: 197.853 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.889 [Epoch 11][Batch 609], Speed: 191.536 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.888 [Epoch 11][Batch 619], Speed: 180.840 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.887 [Epoch 11][Batch 629], Speed: 170.444 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.887 [Epoch 11][Batch 639], Speed: 192.477 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.886 [Epoch 11][Batch 649], Speed: 196.364 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.885 [Epoch 11][Batch 659], Speed: 192.059 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.884 [Epoch 11][Batch 669], Speed: 177.180 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.884 [Epoch 11][Batch 679], Speed: 187.652 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.883 [Epoch 11][Batch 689], Speed: 177.739 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.882 [Epoch 11][Batch 699], Speed: 190.706 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.882 [Epoch 11][Batch 709], Speed: 178.884 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.881 [Epoch 11][Batch 719], Speed: 195.943 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.880 [Epoch 11][Batch 729], Speed: 197.798 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.880 [Epoch 11][Batch 739], Speed: 170.188 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.879 [Epoch 11][Batch 749], Speed: 189.862 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.878 [Epoch 11][Batch 759], Speed: 193.240 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.878 [Epoch 11][Batch 769], Speed: 168.351 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.877 [Epoch 11][Batch 779], Speed: 188.387 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.876 [Epoch 11][Batch 789], Speed: 190.615 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.876 [Epoch 11][Batch 799], Speed: 179.704 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.875 [Epoch 11][Batch 809], Speed: 186.879 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.874 [Epoch 11][Batch 819], Speed: 198.768 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.873 [Epoch 11][Batch 829], Speed: 187.354 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.873 [Epoch 11][Batch 839], Speed: 193.496 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.872 [Epoch 11][Batch 849], Speed: 202.263 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.871 [Epoch 11][Batch 859], Speed: 186.718 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.871 [Epoch 11][Batch 869], Speed: 173.663 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.870 [Epoch 11][Batch 879], Speed: 198.889 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.869 [Epoch 11][Batch 889], Speed: 186.743 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.869 [Epoch 11][Batch 899], Speed: 183.423 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.868 [Epoch 11][Batch 909], Speed: 205.996 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.867 [Epoch 11][Batch 919], Speed: 184.924 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.867 [Epoch 11][Batch 929], Speed: 181.367 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.866 [Epoch 11][Batch 939], Speed: 191.539 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.865 [Epoch 11][Batch 949], Speed: 183.772 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.865 [Epoch 11][Batch 959], Speed: 162.629 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.864 [Epoch 11][Batch 969], Speed: 192.804 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.863 [Epoch 11][Batch 979], Speed: 182.964 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.863 [Epoch 11][Batch 989], Speed: 191.067 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.862 [Epoch 11][Batch 999], Speed: 189.694 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.861 [Epoch 11][Batch 1009], Speed: 179.072 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.861 [Epoch 11][Batch 1019], Speed: 188.716 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.860 [Epoch 11][Batch 1029], Speed: 196.300 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.859 [Epoch 11][Batch 1039], Speed: 171.319 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.859 [Epoch 11][Batch 1049], Speed: 190.375 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.858 [Epoch 11][Batch 1059], Speed: 195.434 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.857 [Epoch 11][Batch 1069], Speed: 189.112 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.857 [Epoch 11][Batch 1079], Speed: 196.138 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.856 [Epoch 11][Batch 1089], Speed: 204.073 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.855 [Epoch 11][Batch 1099], Speed: 174.058 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.855 [Epoch 11][Batch 1109], Speed: 197.591 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.854 [Epoch 11][Batch 1119], Speed: 179.482 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.853 [Epoch 11][Batch 1129], Speed: 200.525 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.853 [Epoch 11][Batch 1139], Speed: 187.477 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.852 [Epoch 11][Batch 1149], Speed: 206.822 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.851 [Epoch 11][Batch 1159], Speed: 185.007 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.851 [Epoch 11][Batch 1169], Speed: 182.606 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.850 [Epoch 11][Batch 1179], Speed: 182.597 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.849 [Epoch 11][Batch 1189], Speed: 180.599 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.849 [Epoch 11][Batch 1199], Speed: 189.975 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.848 [Epoch 11][Batch 1209], Speed: 191.376 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.847 [Epoch 11][Batch 1219], Speed: 180.841 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.847 [Epoch 11] Training cost: 631.265, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.847 [Epoch 12][Batch 9], Speed: 141.828 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.236, HeatmapFocal=2.846 [Epoch 12][Batch 19], Speed: 192.810 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.845 [Epoch 12][Batch 29], Speed: 190.509 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=2.845 [Epoch 12][Batch 39], Speed: 196.973 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.844 [Epoch 12][Batch 49], Speed: 191.215 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=2.843 [Epoch 12][Batch 59], Speed: 204.372 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=2.843 [Epoch 12][Batch 69], Speed: 203.414 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=2.842 [Epoch 12][Batch 79], Speed: 187.006 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.236, HeatmapFocal=2.841 [Epoch 12][Batch 89], Speed: 194.923 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.841 [Epoch 12][Batch 99], Speed: 179.063 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.237, HeatmapFocal=2.840 [Epoch 12][Batch 109], Speed: 198.162 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.839 [Epoch 12][Batch 119], Speed: 204.973 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.839 [Epoch 12][Batch 129], Speed: 199.547 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.838 [Epoch 12][Batch 139], Speed: 169.834 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.837 [Epoch 12][Batch 149], Speed: 180.239 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.837 [Epoch 12][Batch 159], Speed: 195.562 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.836 [Epoch 12][Batch 169], Speed: 192.645 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.836 [Epoch 12][Batch 179], Speed: 198.617 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.237, HeatmapFocal=2.835 [Epoch 12][Batch 189], Speed: 162.389 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.237, HeatmapFocal=2.834 [Epoch 12][Batch 199], Speed: 181.744 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.237, HeatmapFocal=2.834 [Epoch 12][Batch 209], Speed: 198.833 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.237, HeatmapFocal=2.833 [Epoch 12][Batch 219], Speed: 186.802 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.832 [Epoch 12][Batch 229], Speed: 204.308 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.832 [Epoch 12][Batch 239], Speed: 193.697 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.831 [Epoch 12][Batch 249], Speed: 196.157 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.830 [Epoch 12][Batch 259], Speed: 189.403 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.830 [Epoch 12][Batch 269], Speed: 194.422 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.829 [Epoch 12][Batch 279], Speed: 178.472 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.828 [Epoch 12][Batch 289], Speed: 191.300 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.828 [Epoch 12][Batch 299], Speed: 177.806 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.827 [Epoch 12][Batch 309], Speed: 195.721 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.827 [Epoch 12][Batch 319], Speed: 184.708 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.826 [Epoch 12][Batch 329], Speed: 186.586 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.825 [Epoch 12][Batch 339], Speed: 192.459 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.825 [Epoch 12][Batch 349], Speed: 194.679 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.824 [Epoch 12][Batch 359], Speed: 176.981 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.823 [Epoch 12][Batch 369], Speed: 202.021 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.823 [Epoch 12][Batch 379], Speed: 196.044 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.822 [Epoch 12][Batch 389], Speed: 190.556 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.821 [Epoch 12][Batch 399], Speed: 190.617 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.821 [Epoch 12][Batch 409], Speed: 184.959 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.820 [Epoch 12][Batch 419], Speed: 187.490 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.820 [Epoch 12][Batch 429], Speed: 198.740 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.819 [Epoch 12][Batch 439], Speed: 189.739 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.818 [Epoch 12][Batch 449], Speed: 191.435 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.818 [Epoch 12][Batch 459], Speed: 194.079 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.817 [Epoch 12][Batch 469], Speed: 196.196 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.817 [Epoch 12][Batch 479], Speed: 190.376 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.816 [Epoch 12][Batch 489], Speed: 200.182 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.815 [Epoch 12][Batch 499], Speed: 192.048 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.815 [Epoch 12][Batch 509], Speed: 176.019 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.814 [Epoch 12][Batch 519], Speed: 190.390 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.813 [Epoch 12][Batch 529], Speed: 193.939 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.813 [Epoch 12][Batch 539], Speed: 196.514 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.812 [Epoch 12][Batch 549], Speed: 193.262 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.812 [Epoch 12][Batch 559], Speed: 178.220 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.811 [Epoch 12][Batch 569], Speed: 175.897 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.810 [Epoch 12][Batch 579], Speed: 188.718 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.810 [Epoch 12][Batch 589], Speed: 177.936 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.809 [Epoch 12][Batch 599], Speed: 188.274 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.808 [Epoch 12][Batch 609], Speed: 196.659 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.808 [Epoch 12][Batch 619], Speed: 181.366 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.807 [Epoch 12][Batch 629], Speed: 167.509 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.807 [Epoch 12][Batch 639], Speed: 191.670 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.806 [Epoch 12][Batch 649], Speed: 193.312 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.805 [Epoch 12][Batch 659], Speed: 191.113 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.805 [Epoch 12][Batch 669], Speed: 199.022 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.804 [Epoch 12][Batch 679], Speed: 194.661 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.804 [Epoch 12][Batch 689], Speed: 195.718 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.803 [Epoch 12][Batch 699], Speed: 181.145 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.802 [Epoch 12][Batch 709], Speed: 182.678 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.802 [Epoch 12][Batch 719], Speed: 186.472 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.801 [Epoch 12][Batch 729], Speed: 186.103 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.801 [Epoch 12][Batch 739], Speed: 179.392 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.800 [Epoch 12][Batch 749], Speed: 187.409 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.799 [Epoch 12][Batch 759], Speed: 181.477 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.799 [Epoch 12][Batch 769], Speed: 177.727 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.798 [Epoch 12][Batch 779], Speed: 176.324 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.798 [Epoch 12][Batch 789], Speed: 202.132 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.797 [Epoch 12][Batch 799], Speed: 191.580 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.796 [Epoch 12][Batch 809], Speed: 188.311 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.796 [Epoch 12][Batch 819], Speed: 181.790 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.795 [Epoch 12][Batch 829], Speed: 185.246 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.795 [Epoch 12][Batch 839], Speed: 196.292 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.794 [Epoch 12][Batch 849], Speed: 199.237 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.793 [Epoch 12][Batch 859], Speed: 177.766 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.793 [Epoch 12][Batch 869], Speed: 183.422 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.792 [Epoch 12][Batch 879], Speed: 194.236 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.791 [Epoch 12][Batch 889], Speed: 187.008 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.791 [Epoch 12][Batch 899], Speed: 177.563 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.790 [Epoch 12][Batch 909], Speed: 183.050 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.790 [Epoch 12][Batch 919], Speed: 184.105 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.789 [Epoch 12][Batch 929], Speed: 176.441 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.789 [Epoch 12][Batch 939], Speed: 196.547 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.788 [Epoch 12][Batch 949], Speed: 182.325 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.787 [Epoch 12][Batch 959], Speed: 194.966 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.787 [Epoch 12][Batch 969], Speed: 206.098 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.786 [Epoch 12][Batch 979], Speed: 189.920 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.786 [Epoch 12][Batch 989], Speed: 187.302 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.785 [Epoch 12][Batch 999], Speed: 177.776 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.784 [Epoch 12][Batch 1009], Speed: 199.828 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.784 [Epoch 12][Batch 1019], Speed: 191.146 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.783 [Epoch 12][Batch 1029], Speed: 209.386 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.783 [Epoch 12][Batch 1039], Speed: 184.864 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.782 [Epoch 12][Batch 1049], Speed: 200.840 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.782 [Epoch 12][Batch 1059], Speed: 181.209 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.781 [Epoch 12][Batch 1069], Speed: 191.735 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.780 [Epoch 12][Batch 1079], Speed: 194.666 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.780 [Epoch 12][Batch 1089], Speed: 203.768 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.779 [Epoch 12][Batch 1099], Speed: 174.746 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.779 [Epoch 12][Batch 1109], Speed: 192.801 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.778 [Epoch 12][Batch 1119], Speed: 184.891 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.778 [Epoch 12][Batch 1129], Speed: 192.172 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.777 [Epoch 12][Batch 1139], Speed: 197.886 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.776 [Epoch 12][Batch 1149], Speed: 186.994 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.776 [Epoch 12][Batch 1159], Speed: 194.314 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.237, HeatmapFocal=2.775 [Epoch 12][Batch 1169], Speed: 193.266 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.775 [Epoch 12][Batch 1179], Speed: 186.535 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.774 [Epoch 12][Batch 1189], Speed: 160.782 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.774 [Epoch 12][Batch 1199], Speed: 193.750 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.773 [Epoch 12][Batch 1209], Speed: 173.826 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.772 [Epoch 12][Batch 1219], Speed: 181.999 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.772 [Epoch 12] Training cost: 637.147, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.772 [Epoch 13][Batch 9], Speed: 76.282 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=2.771 [Epoch 13][Batch 19], Speed: 183.329 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=2.771 [Epoch 13][Batch 29], Speed: 193.742 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.770 [Epoch 13][Batch 39], Speed: 176.308 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.235, HeatmapFocal=2.769 [Epoch 13][Batch 49], Speed: 202.693 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.769 [Epoch 13][Batch 59], Speed: 203.706 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=2.768 [Epoch 13][Batch 69], Speed: 211.483 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.768 [Epoch 13][Batch 79], Speed: 181.599 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 13][Batch 89], Speed: 188.461 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 13][Batch 99], Speed: 191.217 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.766 [Epoch 13][Batch 109], Speed: 180.939 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.765 [Epoch 13][Batch 119], Speed: 210.501 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.765 [Epoch 13][Batch 129], Speed: 214.415 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.764 [Epoch 13][Batch 139], Speed: 187.195 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.764 [Epoch 13][Batch 149], Speed: 191.332 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.763 [Epoch 13][Batch 159], Speed: 189.252 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.763 [Epoch 13][Batch 169], Speed: 189.852 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.762 [Epoch 13][Batch 179], Speed: 196.933 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.761 [Epoch 13][Batch 189], Speed: 183.027 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.761 [Epoch 13][Batch 199], Speed: 185.228 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.760 [Epoch 13][Batch 209], Speed: 187.914 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.760 [Epoch 13][Batch 219], Speed: 192.056 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.759 [Epoch 13][Batch 229], Speed: 193.844 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.759 [Epoch 13][Batch 239], Speed: 193.609 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.758 [Epoch 13][Batch 249], Speed: 200.626 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.757 [Epoch 13][Batch 259], Speed: 170.517 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.757 [Epoch 13][Batch 269], Speed: 191.936 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.756 [Epoch 13][Batch 279], Speed: 190.980 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.756 [Epoch 13][Batch 289], Speed: 194.290 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.755 [Epoch 13][Batch 299], Speed: 196.140 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.755 [Epoch 13][Batch 309], Speed: 191.488 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.754 [Epoch 13][Batch 319], Speed: 167.535 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.753 [Epoch 13][Batch 329], Speed: 177.202 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.753 [Epoch 13][Batch 339], Speed: 195.280 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.752 [Epoch 13][Batch 349], Speed: 193.283 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.752 [Epoch 13][Batch 359], Speed: 194.428 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=2.751 [Epoch 13][Batch 369], Speed: 197.078 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.751 [Epoch 13][Batch 379], Speed: 188.995 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.750 [Epoch 13][Batch 389], Speed: 170.082 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.750 [Epoch 13][Batch 399], Speed: 174.866 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.749 [Epoch 13][Batch 409], Speed: 176.527 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.748 [Epoch 13][Batch 419], Speed: 193.932 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.748 [Epoch 13][Batch 429], Speed: 205.167 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.747 [Epoch 13][Batch 439], Speed: 180.702 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.747 [Epoch 13][Batch 449], Speed: 184.613 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.746 [Epoch 13][Batch 459], Speed: 192.621 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.746 [Epoch 13][Batch 469], Speed: 182.491 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.745 [Epoch 13][Batch 479], Speed: 184.215 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.745 [Epoch 13][Batch 489], Speed: 191.633 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.744 [Epoch 13][Batch 499], Speed: 190.632 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.744 [Epoch 13][Batch 509], Speed: 183.676 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.743 [Epoch 13][Batch 519], Speed: 190.634 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.742 [Epoch 13][Batch 529], Speed: 178.168 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.742 [Epoch 13][Batch 539], Speed: 198.778 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.741 [Epoch 13][Batch 549], Speed: 200.821 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.741 [Epoch 13][Batch 559], Speed: 186.634 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.740 [Epoch 13][Batch 569], Speed: 177.761 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.740 [Epoch 13][Batch 579], Speed: 194.627 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.739 [Epoch 13][Batch 589], Speed: 179.709 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.739 [Epoch 13][Batch 599], Speed: 193.101 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.738 [Epoch 13][Batch 609], Speed: 182.219 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.738 [Epoch 13][Batch 619], Speed: 179.743 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.737 [Epoch 13][Batch 629], Speed: 177.613 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.737 [Epoch 13][Batch 639], Speed: 193.863 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.736 [Epoch 13][Batch 649], Speed: 191.409 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.735 [Epoch 13][Batch 659], Speed: 194.189 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.735 [Epoch 13][Batch 669], Speed: 188.596 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.734 [Epoch 13][Batch 679], Speed: 186.172 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.734 [Epoch 13][Batch 689], Speed: 187.871 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.733 [Epoch 13][Batch 699], Speed: 184.235 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.733 [Epoch 13][Batch 709], Speed: 188.487 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.732 [Epoch 13][Batch 719], Speed: 198.165 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.732 [Epoch 13][Batch 729], Speed: 192.819 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.731 [Epoch 13][Batch 739], Speed: 170.291 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.731 [Epoch 13][Batch 749], Speed: 183.821 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.730 [Epoch 13][Batch 759], Speed: 191.317 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.730 [Epoch 13][Batch 769], Speed: 193.072 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.729 [Epoch 13][Batch 779], Speed: 185.082 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.729 [Epoch 13][Batch 789], Speed: 191.629 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.728 [Epoch 13][Batch 799], Speed: 177.460 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.728 [Epoch 13][Batch 809], Speed: 187.187 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.727 [Epoch 13][Batch 819], Speed: 179.654 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.727 [Epoch 13][Batch 829], Speed: 167.608 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.726 [Epoch 13][Batch 839], Speed: 189.312 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.725 [Epoch 13][Batch 849], Speed: 200.820 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.725 [Epoch 13][Batch 859], Speed: 181.039 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.724 [Epoch 13][Batch 869], Speed: 189.601 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.724 [Epoch 13][Batch 879], Speed: 191.148 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.723 [Epoch 13][Batch 889], Speed: 195.427 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.723 [Epoch 13][Batch 899], Speed: 191.030 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.722 [Epoch 13][Batch 909], Speed: 205.909 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.722 [Epoch 13][Batch 919], Speed: 154.142 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.721 [Epoch 13][Batch 929], Speed: 166.429 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.721 [Epoch 13][Batch 939], Speed: 193.387 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.720 [Epoch 13][Batch 949], Speed: 189.900 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.720 [Epoch 13][Batch 959], Speed: 177.401 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.719 [Epoch 13][Batch 969], Speed: 197.328 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.719 [Epoch 13][Batch 979], Speed: 178.597 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.718 [Epoch 13][Batch 989], Speed: 195.900 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.718 [Epoch 13][Batch 999], Speed: 195.605 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.717 [Epoch 13][Batch 1009], Speed: 195.526 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.717 [Epoch 13][Batch 1019], Speed: 189.870 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.716 [Epoch 13][Batch 1029], Speed: 206.756 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.716 [Epoch 13][Batch 1039], Speed: 173.941 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.715 [Epoch 13][Batch 1049], Speed: 190.913 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.714 [Epoch 13][Batch 1059], Speed: 186.765 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.714 [Epoch 13][Batch 1069], Speed: 180.971 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.713 [Epoch 13][Batch 1079], Speed: 196.677 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.713 [Epoch 13][Batch 1089], Speed: 205.590 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.712 [Epoch 13][Batch 1099], Speed: 198.507 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.712 [Epoch 13][Batch 1109], Speed: 185.887 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.711 [Epoch 13][Batch 1119], Speed: 178.810 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.711 [Epoch 13][Batch 1129], Speed: 179.798 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.710 [Epoch 13][Batch 1139], Speed: 189.037 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.710 [Epoch 13][Batch 1149], Speed: 192.039 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.709 [Epoch 13][Batch 1159], Speed: 180.012 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.709 [Epoch 13][Batch 1169], Speed: 182.211 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.708 [Epoch 13][Batch 1179], Speed: 191.608 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.708 [Epoch 13][Batch 1189], Speed: 186.333 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.707 [Epoch 13][Batch 1199], Speed: 195.481 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.707 [Epoch 13][Batch 1209], Speed: 186.300 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.706 [Epoch 13][Batch 1219], Speed: 196.600 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.706 [Epoch 13] Training cost: 636.664, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.706 [Epoch 14][Batch 9], Speed: 97.597 samples/sec, LR=0.000375, WHL1=0.370, CenterRegL1=0.235, HeatmapFocal=2.705 [Epoch 14][Batch 19], Speed: 178.132 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.705 [Epoch 14][Batch 29], Speed: 187.584 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.236, HeatmapFocal=2.704 [Epoch 14][Batch 39], Speed: 200.502 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.704 [Epoch 14][Batch 49], Speed: 187.122 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.703 [Epoch 14][Batch 59], Speed: 198.679 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.703 [Epoch 14][Batch 69], Speed: 196.556 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.702 [Epoch 14][Batch 79], Speed: 178.038 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.702 [Epoch 14][Batch 89], Speed: 199.627 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.701 [Epoch 14][Batch 99], Speed: 184.183 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.701 [Epoch 14][Batch 109], Speed: 175.871 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.700 [Epoch 14][Batch 119], Speed: 201.869 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.700 [Epoch 14][Batch 129], Speed: 209.613 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.699 [Epoch 14][Batch 139], Speed: 189.505 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.699 [Epoch 14][Batch 149], Speed: 188.222 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.698 [Epoch 14][Batch 159], Speed: 195.916 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.698 [Epoch 14][Batch 169], Speed: 191.558 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.697 [Epoch 14][Batch 179], Speed: 183.843 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.697 [Epoch 14][Batch 189], Speed: 206.335 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.696 [Epoch 14][Batch 199], Speed: 164.308 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.696 [Epoch 14][Batch 209], Speed: 188.086 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.695 [Epoch 14][Batch 219], Speed: 193.723 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.695 [Epoch 14][Batch 229], Speed: 199.974 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.694 [Epoch 14][Batch 239], Speed: 202.225 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.694 [Epoch 14][Batch 249], Speed: 204.268 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.693 [Epoch 14][Batch 259], Speed: 191.705 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.693 [Epoch 14][Batch 269], Speed: 193.199 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.692 [Epoch 14][Batch 279], Speed: 195.629 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.692 [Epoch 14][Batch 289], Speed: 199.771 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.691 [Epoch 14][Batch 299], Speed: 202.527 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.691 [Epoch 14][Batch 309], Speed: 209.102 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.690 [Epoch 14][Batch 319], Speed: 180.753 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.690 [Epoch 14][Batch 329], Speed: 180.192 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.689 [Epoch 14][Batch 339], Speed: 194.159 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.689 [Epoch 14][Batch 349], Speed: 187.051 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.688 [Epoch 14][Batch 359], Speed: 205.986 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.688 [Epoch 14][Batch 369], Speed: 203.149 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.687 [Epoch 14][Batch 379], Speed: 191.236 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.687 [Epoch 14][Batch 389], Speed: 194.358 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.686 [Epoch 14][Batch 399], Speed: 179.779 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.686 [Epoch 14][Batch 409], Speed: 184.987 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.685 [Epoch 14][Batch 419], Speed: 202.213 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.685 [Epoch 14][Batch 429], Speed: 210.918 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.684 [Epoch 14][Batch 439], Speed: 183.971 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.684 [Epoch 14][Batch 449], Speed: 189.482 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.683 [Epoch 14][Batch 459], Speed: 194.181 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.683 [Epoch 14][Batch 469], Speed: 196.951 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.682 [Epoch 14][Batch 479], Speed: 181.089 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.682 [Epoch 14][Batch 489], Speed: 207.283 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.681 [Epoch 14][Batch 499], Speed: 178.212 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.681 [Epoch 14][Batch 509], Speed: 178.811 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.680 [Epoch 14][Batch 519], Speed: 178.497 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.680 [Epoch 14][Batch 529], Speed: 194.023 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.679 [Epoch 14][Batch 539], Speed: 196.461 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.679 [Epoch 14][Batch 549], Speed: 209.499 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.678 [Epoch 14][Batch 559], Speed: 191.340 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.678 [Epoch 14][Batch 569], Speed: 196.093 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.678 [Epoch 14][Batch 579], Speed: 180.809 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.677 [Epoch 14][Batch 589], Speed: 192.143 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.677 [Epoch 14][Batch 599], Speed: 198.036 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.676 [Epoch 14][Batch 609], Speed: 198.576 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.676 [Epoch 14][Batch 619], Speed: 187.802 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.675 [Epoch 14][Batch 629], Speed: 203.932 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.675 [Epoch 14][Batch 639], Speed: 197.309 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.674 [Epoch 14][Batch 649], Speed: 189.741 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.674 [Epoch 14][Batch 659], Speed: 197.167 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.673 [Epoch 14][Batch 669], Speed: 178.730 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.673 [Epoch 14][Batch 679], Speed: 177.895 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.672 [Epoch 14][Batch 689], Speed: 192.240 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.672 [Epoch 14][Batch 699], Speed: 195.171 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.671 [Epoch 14][Batch 709], Speed: 182.283 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.671 [Epoch 14][Batch 719], Speed: 185.124 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.670 [Epoch 14][Batch 729], Speed: 199.111 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.670 [Epoch 14][Batch 739], Speed: 188.244 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.669 [Epoch 14][Batch 749], Speed: 206.276 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.669 [Epoch 14][Batch 759], Speed: 197.798 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.669 [Epoch 14][Batch 769], Speed: 182.600 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.668 [Epoch 14][Batch 779], Speed: 200.611 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.668 [Epoch 14][Batch 789], Speed: 205.735 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.667 [Epoch 14][Batch 799], Speed: 191.887 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.667 [Epoch 14][Batch 809], Speed: 199.422 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.666 [Epoch 14][Batch 819], Speed: 194.063 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.666 [Epoch 14][Batch 829], Speed: 188.124 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.665 [Epoch 14][Batch 839], Speed: 180.915 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.665 [Epoch 14][Batch 849], Speed: 186.528 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.664 [Epoch 14][Batch 859], Speed: 188.410 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.664 [Epoch 14][Batch 869], Speed: 193.468 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.663 [Epoch 14][Batch 879], Speed: 191.755 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.663 [Epoch 14][Batch 889], Speed: 183.441 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.662 [Epoch 14][Batch 899], Speed: 193.372 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.662 [Epoch 14][Batch 909], Speed: 190.708 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.661 [Epoch 14][Batch 919], Speed: 187.908 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.661 [Epoch 14][Batch 929], Speed: 176.288 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.660 [Epoch 14][Batch 939], Speed: 183.462 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.660 [Epoch 14][Batch 949], Speed: 194.649 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.660 [Epoch 14][Batch 959], Speed: 195.673 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.659 [Epoch 14][Batch 969], Speed: 208.843 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.659 [Epoch 14][Batch 979], Speed: 176.631 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.658 [Epoch 14][Batch 989], Speed: 188.026 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.658 [Epoch 14][Batch 999], Speed: 190.535 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.657 [Epoch 14][Batch 1009], Speed: 183.015 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.657 [Epoch 14][Batch 1019], Speed: 191.732 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.656 [Epoch 14][Batch 1029], Speed: 208.656 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.656 [Epoch 14][Batch 1039], Speed: 190.618 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.655 [Epoch 14][Batch 1049], Speed: 183.024 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.655 [Epoch 14][Batch 1059], Speed: 186.864 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.654 [Epoch 14][Batch 1069], Speed: 180.043 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.654 [Epoch 14][Batch 1079], Speed: 202.145 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.654 [Epoch 14][Batch 1089], Speed: 205.351 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.653 [Epoch 14][Batch 1099], Speed: 198.229 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.653 [Epoch 14][Batch 1109], Speed: 187.972 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.652 [Epoch 14][Batch 1119], Speed: 182.620 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.652 [Epoch 14][Batch 1129], Speed: 181.874 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.651 [Epoch 14][Batch 1139], Speed: 175.606 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.651 [Epoch 14][Batch 1149], Speed: 179.622 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.650 [Epoch 14][Batch 1159], Speed: 182.822 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.650 [Epoch 14][Batch 1169], Speed: 191.766 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.649 [Epoch 14][Batch 1179], Speed: 197.997 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.649 [Epoch 14][Batch 1189], Speed: 201.824 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.649 [Epoch 14][Batch 1199], Speed: 180.032 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.648 [Epoch 14][Batch 1209], Speed: 184.512 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.648 [Epoch 14][Batch 1219], Speed: 184.647 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.647 [Epoch 14] Training cost: 633.692, WHL1=0.373, CenterRegL1=0.236, HeatmapFocal=2.647 [Epoch 15][Batch 9], Speed: 106.269 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.647 [Epoch 15][Batch 19], Speed: 191.790 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.646 [Epoch 15][Batch 29], Speed: 185.090 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.646 [Epoch 15][Batch 39], Speed: 188.650 samples/sec, LR=0.000375, WHL1=0.370, CenterRegL1=0.236, HeatmapFocal=2.645 [Epoch 15][Batch 49], Speed: 198.457 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.645 [Epoch 15][Batch 59], Speed: 193.842 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.644 [Epoch 15][Batch 69], Speed: 199.995 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.644 [Epoch 15][Batch 79], Speed: 195.752 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.643 [Epoch 15][Batch 89], Speed: 185.785 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.643 [Epoch 15][Batch 99], Speed: 174.296 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.643 [Epoch 15][Batch 109], Speed: 193.680 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.642 [Epoch 15][Batch 119], Speed: 210.666 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.642 [Epoch 15][Batch 129], Speed: 207.173 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.641 [Epoch 15][Batch 139], Speed: 167.167 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.641 [Epoch 15][Batch 149], Speed: 203.082 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.640 [Epoch 15][Batch 159], Speed: 195.867 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.640 [Epoch 15][Batch 169], Speed: 183.374 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.639 [Epoch 15][Batch 179], Speed: 196.986 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.639 [Epoch 15][Batch 189], Speed: 204.784 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.638 [Epoch 15][Batch 199], Speed: 183.990 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.638 [Epoch 15][Batch 209], Speed: 189.071 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.638 [Epoch 15][Batch 219], Speed: 173.236 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.637 [Epoch 15][Batch 229], Speed: 189.624 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.637 [Epoch 15][Batch 239], Speed: 187.349 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.636 [Epoch 15][Batch 249], Speed: 214.562 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.636 [Epoch 15][Batch 259], Speed: 178.423 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.635 [Epoch 15][Batch 269], Speed: 190.073 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.635 [Epoch 15][Batch 279], Speed: 197.752 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.634 [Epoch 15][Batch 289], Speed: 185.153 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.634 [Epoch 15][Batch 299], Speed: 189.688 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.633 [Epoch 15][Batch 309], Speed: 209.383 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.633 [Epoch 15][Batch 319], Speed: 178.683 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.633 [Epoch 15][Batch 329], Speed: 186.119 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.236, HeatmapFocal=2.632 [Epoch 15][Batch 339], Speed: 200.852 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.632 [Epoch 15][Batch 349], Speed: 182.685 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.236, HeatmapFocal=2.631 [Epoch 15][Batch 359], Speed: 190.564 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.236, HeatmapFocal=2.631 [Epoch 15][Batch 369], Speed: 213.506 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.236, HeatmapFocal=2.630 [Epoch 15][Batch 379], Speed: 188.334 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.630 [Epoch 15][Batch 389], Speed: 207.240 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.629 [Epoch 15][Batch 399], Speed: 200.239 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.629 [Epoch 15][Batch 409], Speed: 186.107 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.629 [Epoch 15][Batch 419], Speed: 184.139 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.628 [Epoch 15][Batch 429], Speed: 202.318 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.628 [Epoch 15][Batch 439], Speed: 182.773 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.627 [Epoch 15][Batch 449], Speed: 208.095 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.627 [Epoch 15][Batch 459], Speed: 195.881 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.626 [Epoch 15][Batch 469], Speed: 197.913 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.626 [Epoch 15][Batch 479], Speed: 184.786 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.236, HeatmapFocal=2.626 [Epoch 15][Batch 489], Speed: 197.643 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.625 [Epoch 15][Batch 499], Speed: 191.855 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.236, HeatmapFocal=2.625 [Epoch 15][Batch 509], Speed: 189.690 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.624 [Epoch 15][Batch 519], Speed: 192.882 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.624 [Epoch 15][Batch 529], Speed: 193.536 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.623 [Epoch 15][Batch 539], Speed: 198.130 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.623 [Epoch 15][Batch 549], Speed: 187.259 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.622 [Epoch 15][Batch 559], Speed: 192.368 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.622 [Epoch 15][Batch 569], Speed: 178.533 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.622 [Epoch 15][Batch 579], Speed: 198.173 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.621 [Epoch 15][Batch 589], Speed: 194.968 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.621 [Epoch 15][Batch 599], Speed: 180.627 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.620 [Epoch 15][Batch 609], Speed: 183.076 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.620 [Epoch 15][Batch 619], Speed: 188.311 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.619 [Epoch 15][Batch 629], Speed: 174.336 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.619 [Epoch 15][Batch 639], Speed: 186.127 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.619 [Epoch 15][Batch 649], Speed: 178.834 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.618 [Epoch 15][Batch 659], Speed: 188.066 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.618 [Epoch 15][Batch 669], Speed: 189.061 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.617 [Epoch 15][Batch 679], Speed: 193.828 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.617 [Epoch 15][Batch 689], Speed: 184.257 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.616 [Epoch 15][Batch 699], Speed: 201.052 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.616 [Epoch 15][Batch 709], Speed: 184.798 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.616 [Epoch 15][Batch 719], Speed: 195.387 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.615 [Epoch 15][Batch 729], Speed: 199.360 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.615 [Epoch 15][Batch 739], Speed: 186.500 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.614 [Epoch 15][Batch 749], Speed: 180.289 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.614 [Epoch 15][Batch 759], Speed: 182.331 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.613 [Epoch 15][Batch 769], Speed: 185.658 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.613 [Epoch 15][Batch 779], Speed: 193.951 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.613 [Epoch 15][Batch 789], Speed: 202.188 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.612 [Epoch 15][Batch 799], Speed: 175.997 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.612 [Epoch 15][Batch 809], Speed: 172.750 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.611 [Epoch 15][Batch 819], Speed: 189.334 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.611 [Epoch 15][Batch 829], Speed: 182.959 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.610 [Epoch 15][Batch 839], Speed: 186.460 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.610 [Epoch 15][Batch 849], Speed: 203.165 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.610 [Epoch 15][Batch 859], Speed: 195.725 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.609 [Epoch 15][Batch 869], Speed: 174.940 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.609 [Epoch 15][Batch 879], Speed: 177.398 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.608 [Epoch 15][Batch 889], Speed: 171.812 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.608 [Epoch 15][Batch 899], Speed: 184.548 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.608 [Epoch 15][Batch 909], Speed: 196.308 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.607 [Epoch 15][Batch 919], Speed: 173.245 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.607 [Epoch 15][Batch 929], Speed: 181.333 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.606 [Epoch 15][Batch 939], Speed: 183.994 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.606 [Epoch 15][Batch 949], Speed: 192.837 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.605 [Epoch 15][Batch 959], Speed: 187.170 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.605 [Epoch 15][Batch 969], Speed: 200.578 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.605 [Epoch 15][Batch 979], Speed: 170.623 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.604 [Epoch 15][Batch 989], Speed: 174.183 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.604 [Epoch 15][Batch 999], Speed: 192.789 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.603 [Epoch 15][Batch 1009], Speed: 191.335 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.603 [Epoch 15][Batch 1019], Speed: 193.453 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.603 [Epoch 15][Batch 1029], Speed: 195.469 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.602 [Epoch 15][Batch 1039], Speed: 181.399 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.602 [Epoch 15][Batch 1049], Speed: 179.884 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.601 [Epoch 15][Batch 1059], Speed: 194.800 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.601 [Epoch 15][Batch 1069], Speed: 183.184 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.600 [Epoch 15][Batch 1079], Speed: 191.570 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.600 [Epoch 15][Batch 1089], Speed: 199.666 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.600 [Epoch 15][Batch 1099], Speed: 196.812 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.599 [Epoch 15][Batch 1109], Speed: 179.791 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.599 [Epoch 15][Batch 1119], Speed: 187.423 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.598 [Epoch 15][Batch 1129], Speed: 208.762 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.598 [Epoch 15][Batch 1139], Speed: 197.151 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.598 [Epoch 15][Batch 1149], Speed: 197.877 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.597 [Epoch 15][Batch 1159], Speed: 196.907 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.597 [Epoch 15][Batch 1169], Speed: 184.388 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.596 [Epoch 15][Batch 1179], Speed: 183.860 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.596 [Epoch 15][Batch 1189], Speed: 188.658 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.596 [Epoch 15][Batch 1199], Speed: 210.379 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.595 [Epoch 15][Batch 1209], Speed: 195.481 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.595 [Epoch 15][Batch 1219], Speed: 191.960 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.594 [Epoch 15] Training cost: 637.843, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.594 [Epoch 16][Batch 9], Speed: 85.526 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.594 [Epoch 16][Batch 19], Speed: 196.234 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.593 [Epoch 16][Batch 29], Speed: 194.774 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.593 [Epoch 16][Batch 39], Speed: 201.342 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.593 [Epoch 16][Batch 49], Speed: 206.073 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.592 [Epoch 16][Batch 59], Speed: 200.107 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.592 [Epoch 16][Batch 69], Speed: 195.299 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.591 [Epoch 16][Batch 79], Speed: 188.974 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.591 [Epoch 16][Batch 89], Speed: 192.751 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.591 [Epoch 16][Batch 99], Speed: 186.265 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.590 [Epoch 16][Batch 109], Speed: 182.106 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.590 [Epoch 16][Batch 119], Speed: 201.363 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.589 [Epoch 16][Batch 129], Speed: 200.979 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.589 [Epoch 16][Batch 139], Speed: 193.783 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.588 [Epoch 16][Batch 149], Speed: 179.630 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.588 [Epoch 16][Batch 159], Speed: 171.674 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.588 [Epoch 16][Batch 169], Speed: 176.407 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.587 [Epoch 16][Batch 179], Speed: 198.949 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.587 [Epoch 16][Batch 189], Speed: 192.663 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.586 [Epoch 16][Batch 199], Speed: 168.512 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.586 [Epoch 16][Batch 209], Speed: 171.005 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.585 [Epoch 16][Batch 219], Speed: 179.018 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.585 [Epoch 16][Batch 229], Speed: 187.908 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.585 [Epoch 16][Batch 239], Speed: 180.795 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.584 [Epoch 16][Batch 249], Speed: 182.055 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.584 [Epoch 16][Batch 259], Speed: 177.845 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.583 [Epoch 16][Batch 269], Speed: 179.326 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.583 [Epoch 16][Batch 279], Speed: 191.503 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.583 [Epoch 16][Batch 289], Speed: 191.240 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.582 [Epoch 16][Batch 299], Speed: 193.982 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.582 [Epoch 16][Batch 309], Speed: 189.799 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.581 [Epoch 16][Batch 319], Speed: 190.857 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.581 [Epoch 16][Batch 329], Speed: 184.217 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.581 [Epoch 16][Batch 339], Speed: 188.412 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.580 [Epoch 16][Batch 349], Speed: 195.399 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.580 [Epoch 16][Batch 359], Speed: 188.520 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.579 [Epoch 16][Batch 369], Speed: 194.048 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.579 [Epoch 16][Batch 379], Speed: 169.932 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.579 [Epoch 16][Batch 389], Speed: 174.255 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.578 [Epoch 16][Batch 399], Speed: 173.213 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.578 [Epoch 16][Batch 409], Speed: 181.132 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.577 [Epoch 16][Batch 419], Speed: 193.706 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.235, HeatmapFocal=2.577 [Epoch 16][Batch 429], Speed: 191.443 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.577 [Epoch 16][Batch 439], Speed: 178.064 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.576 [Epoch 16][Batch 449], Speed: 183.687 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.576 [Epoch 16][Batch 459], Speed: 182.257 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.575 [Epoch 16][Batch 469], Speed: 185.125 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.575 [Epoch 16][Batch 479], Speed: 193.511 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.575 [Epoch 16][Batch 489], Speed: 196.457 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.574 [Epoch 16][Batch 499], Speed: 196.576 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.574 [Epoch 16][Batch 509], Speed: 158.948 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.573 [Epoch 16][Batch 519], Speed: 186.771 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.573 [Epoch 16][Batch 529], Speed: 181.939 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.573 [Epoch 16][Batch 539], Speed: 192.415 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.572 [Epoch 16][Batch 549], Speed: 212.146 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.572 [Epoch 16][Batch 559], Speed: 193.763 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.571 [Epoch 16][Batch 569], Speed: 183.225 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.571 [Epoch 16][Batch 579], Speed: 196.898 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.571 [Epoch 16][Batch 589], Speed: 189.989 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.570 [Epoch 16][Batch 599], Speed: 188.828 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.570 [Epoch 16][Batch 609], Speed: 200.312 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.570 [Epoch 16][Batch 619], Speed: 183.656 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.569 [Epoch 16][Batch 629], Speed: 185.294 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.569 [Epoch 16][Batch 639], Speed: 189.897 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.568 [Epoch 16][Batch 649], Speed: 193.564 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.568 [Epoch 16][Batch 659], Speed: 181.155 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.568 [Epoch 16][Batch 669], Speed: 189.389 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.567 [Epoch 16][Batch 679], Speed: 178.781 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.567 [Epoch 16][Batch 689], Speed: 177.078 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.566 [Epoch 16][Batch 699], Speed: 199.959 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.566 [Epoch 16][Batch 709], Speed: 194.682 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.566 [Epoch 16][Batch 719], Speed: 195.201 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.565 [Epoch 16][Batch 729], Speed: 180.699 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.565 [Epoch 16][Batch 739], Speed: 189.116 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.565 [Epoch 16][Batch 749], Speed: 180.604 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.564 [Epoch 16][Batch 759], Speed: 192.033 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.564 [Epoch 16][Batch 769], Speed: 190.200 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.563 [Epoch 16][Batch 779], Speed: 188.178 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.563 [Epoch 16][Batch 789], Speed: 199.250 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.563 [Epoch 16][Batch 799], Speed: 184.721 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.562 [Epoch 16][Batch 809], Speed: 166.923 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.562 [Epoch 16][Batch 819], Speed: 188.973 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.561 [Epoch 16][Batch 829], Speed: 193.612 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.561 [Epoch 16][Batch 839], Speed: 192.279 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.561 [Epoch 16][Batch 849], Speed: 203.169 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.560 [Epoch 16][Batch 859], Speed: 193.549 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.560 [Epoch 16][Batch 869], Speed: 197.572 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.560 [Epoch 16][Batch 879], Speed: 189.750 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.559 [Epoch 16][Batch 889], Speed: 194.547 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.559 [Epoch 16][Batch 899], Speed: 176.786 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.558 [Epoch 16][Batch 909], Speed: 196.956 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.558 [Epoch 16][Batch 919], Speed: 198.931 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.558 [Epoch 16][Batch 929], Speed: 195.240 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.557 [Epoch 16][Batch 939], Speed: 188.311 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.557 [Epoch 16][Batch 949], Speed: 173.459 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.556 [Epoch 16][Batch 959], Speed: 172.285 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.556 [Epoch 16][Batch 969], Speed: 172.164 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.556 [Epoch 16][Batch 979], Speed: 193.071 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.555 [Epoch 16][Batch 989], Speed: 183.687 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.555 [Epoch 16][Batch 999], Speed: 188.306 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.555 [Epoch 16][Batch 1009], Speed: 177.782 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.554 [Epoch 16][Batch 1019], Speed: 192.583 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.554 [Epoch 16][Batch 1029], Speed: 200.479 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.553 [Epoch 16][Batch 1039], Speed: 194.084 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.553 [Epoch 16][Batch 1049], Speed: 190.110 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.553 [Epoch 16][Batch 1059], Speed: 168.309 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.552 [Epoch 16][Batch 1069], Speed: 192.942 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.552 [Epoch 16][Batch 1079], Speed: 188.095 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.552 [Epoch 16][Batch 1089], Speed: 186.432 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.551 [Epoch 16][Batch 1099], Speed: 178.918 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.551 [Epoch 16][Batch 1109], Speed: 188.463 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.551 [Epoch 16][Batch 1119], Speed: 188.630 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.550 [Epoch 16][Batch 1129], Speed: 205.906 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.550 [Epoch 16][Batch 1139], Speed: 190.553 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.549 [Epoch 16][Batch 1149], Speed: 185.486 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.549 [Epoch 16][Batch 1159], Speed: 187.660 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.549 [Epoch 16][Batch 1169], Speed: 187.844 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.548 [Epoch 16][Batch 1179], Speed: 192.574 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.548 [Epoch 16][Batch 1189], Speed: 187.242 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.548 [Epoch 16][Batch 1199], Speed: 199.934 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.547 [Epoch 16][Batch 1209], Speed: 189.716 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.547 [Epoch 16][Batch 1219], Speed: 182.621 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.546 [Epoch 16] Training cost: 637.576, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.546 [Epoch 17][Batch 9], Speed: 93.181 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.235, HeatmapFocal=2.546 [Epoch 17][Batch 19], Speed: 163.893 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.546 [Epoch 17][Batch 29], Speed: 180.369 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.545 [Epoch 17][Batch 39], Speed: 183.734 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.545 [Epoch 17][Batch 49], Speed: 203.631 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.545 [Epoch 17][Batch 59], Speed: 191.022 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.544 [Epoch 17][Batch 69], Speed: 199.435 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.544 [Epoch 17][Batch 79], Speed: 193.564 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.543 [Epoch 17][Batch 89], Speed: 190.392 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.543 [Epoch 17][Batch 99], Speed: 180.612 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.543 [Epoch 17][Batch 109], Speed: 195.936 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.542 [Epoch 17][Batch 119], Speed: 188.014 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.542 [Epoch 17][Batch 129], Speed: 195.253 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.542 [Epoch 17][Batch 139], Speed: 199.657 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.234, HeatmapFocal=2.541 [Epoch 17][Batch 149], Speed: 197.135 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.234, HeatmapFocal=2.541 [Epoch 17][Batch 159], Speed: 192.551 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.234, HeatmapFocal=2.540 [Epoch 17][Batch 169], Speed: 199.487 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.234, HeatmapFocal=2.540 [Epoch 17][Batch 179], Speed: 198.267 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.540 [Epoch 17][Batch 189], Speed: 199.834 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.539 [Epoch 17][Batch 199], Speed: 179.883 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.539 [Epoch 17][Batch 209], Speed: 192.332 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.539 [Epoch 17][Batch 219], Speed: 183.223 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.538 [Epoch 17][Batch 229], Speed: 194.505 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.538 [Epoch 17][Batch 239], Speed: 192.445 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.537 [Epoch 17][Batch 249], Speed: 185.980 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.537 [Epoch 17][Batch 259], Speed: 176.285 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.537 [Epoch 17][Batch 269], Speed: 197.793 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.536 [Epoch 17][Batch 279], Speed: 190.895 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.536 [Epoch 17][Batch 289], Speed: 189.724 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.536 [Epoch 17][Batch 299], Speed: 200.819 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.535 [Epoch 17][Batch 309], Speed: 192.764 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.535 [Epoch 17][Batch 319], Speed: 161.109 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.535 [Epoch 17][Batch 329], Speed: 193.181 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.534 [Epoch 17][Batch 339], Speed: 190.224 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.534 [Epoch 17][Batch 349], Speed: 182.109 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.533 [Epoch 17][Batch 359], Speed: 183.543 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.533 [Epoch 17][Batch 369], Speed: 187.749 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.533 [Epoch 17][Batch 379], Speed: 170.921 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.532 [Epoch 17][Batch 389], Speed: 190.315 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.532 [Epoch 17][Batch 399], Speed: 196.739 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.532 [Epoch 17][Batch 409], Speed: 194.928 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.531 [Epoch 17][Batch 419], Speed: 192.450 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.531 [Epoch 17][Batch 429], Speed: 189.311 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.530 [Epoch 17][Batch 439], Speed: 184.998 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.530 [Epoch 17][Batch 449], Speed: 186.249 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.530 [Epoch 17][Batch 459], Speed: 184.172 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.529 [Epoch 17][Batch 469], Speed: 200.812 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.529 [Epoch 17][Batch 479], Speed: 201.599 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.529 [Epoch 17][Batch 489], Speed: 193.237 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.528 [Epoch 17][Batch 499], Speed: 183.200 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.528 [Epoch 17][Batch 509], Speed: 190.100 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.528 [Epoch 17][Batch 519], Speed: 194.435 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.527 [Epoch 17][Batch 529], Speed: 183.234 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.527 [Epoch 17][Batch 539], Speed: 201.774 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.527 [Epoch 17][Batch 549], Speed: 181.175 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.526 [Epoch 17][Batch 559], Speed: 173.204 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.526 [Epoch 17][Batch 569], Speed: 198.438 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.525 [Epoch 17][Batch 579], Speed: 186.135 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.525 [Epoch 17][Batch 589], Speed: 182.839 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.525 [Epoch 17][Batch 599], Speed: 194.638 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.524 [Epoch 17][Batch 609], Speed: 194.583 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.524 [Epoch 17][Batch 619], Speed: 191.119 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.524 [Epoch 17][Batch 629], Speed: 167.053 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.523 [Epoch 17][Batch 639], Speed: 189.881 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.523 [Epoch 17][Batch 649], Speed: 180.753 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.523 [Epoch 17][Batch 659], Speed: 190.845 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.522 [Epoch 17][Batch 669], Speed: 178.024 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.522 [Epoch 17][Batch 679], Speed: 190.743 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.522 [Epoch 17][Batch 689], Speed: 198.620 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.521 [Epoch 17][Batch 699], Speed: 186.358 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.521 [Epoch 17][Batch 709], Speed: 199.085 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.520 [Epoch 17][Batch 719], Speed: 193.763 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.520 [Epoch 17][Batch 729], Speed: 192.450 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.520 [Epoch 17][Batch 739], Speed: 184.329 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.519 [Epoch 17][Batch 749], Speed: 202.243 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.519 [Epoch 17][Batch 759], Speed: 185.185 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.519 [Epoch 17][Batch 769], Speed: 178.450 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.518 [Epoch 17][Batch 779], Speed: 197.127 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.518 [Epoch 17][Batch 789], Speed: 189.725 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.518 [Epoch 17][Batch 799], Speed: 180.638 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.517 [Epoch 17][Batch 809], Speed: 200.282 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.517 [Epoch 17][Batch 819], Speed: 177.497 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.517 [Epoch 17][Batch 829], Speed: 189.125 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.516 [Epoch 17][Batch 839], Speed: 192.673 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.516 [Epoch 17][Batch 849], Speed: 196.453 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.516 [Epoch 17][Batch 859], Speed: 179.137 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.515 [Epoch 17][Batch 869], Speed: 194.212 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.515 [Epoch 17][Batch 879], Speed: 170.679 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.514 [Epoch 17][Batch 889], Speed: 191.363 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.514 [Epoch 17][Batch 899], Speed: 197.678 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.514 [Epoch 17][Batch 909], Speed: 207.290 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.513 [Epoch 17][Batch 919], Speed: 183.321 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.513 [Epoch 17][Batch 929], Speed: 201.460 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.513 [Epoch 17][Batch 939], Speed: 192.728 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.512 [Epoch 17][Batch 949], Speed: 194.027 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.512 [Epoch 17][Batch 959], Speed: 191.477 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.512 [Epoch 17][Batch 969], Speed: 201.162 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.511 [Epoch 17][Batch 979], Speed: 186.716 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.511 [Epoch 17][Batch 989], Speed: 194.624 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.511 [Epoch 17][Batch 999], Speed: 190.971 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.510 [Epoch 17][Batch 1009], Speed: 195.218 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.510 [Epoch 17][Batch 1019], Speed: 183.421 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.510 [Epoch 17][Batch 1029], Speed: 197.455 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.509 [Epoch 17][Batch 1039], Speed: 180.286 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.509 [Epoch 17][Batch 1049], Speed: 175.217 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.509 [Epoch 17][Batch 1059], Speed: 181.631 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.508 [Epoch 17][Batch 1069], Speed: 189.476 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.508 [Epoch 17][Batch 1079], Speed: 195.432 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.508 [Epoch 17][Batch 1089], Speed: 195.182 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.507 [Epoch 17][Batch 1099], Speed: 173.409 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.507 [Epoch 17][Batch 1109], Speed: 197.278 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.507 [Epoch 17][Batch 1119], Speed: 186.332 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.506 [Epoch 17][Batch 1129], Speed: 173.562 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.506 [Epoch 17][Batch 1139], Speed: 184.743 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.506 [Epoch 17][Batch 1149], Speed: 195.396 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.505 [Epoch 17][Batch 1159], Speed: 190.131 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.505 [Epoch 17][Batch 1169], Speed: 186.552 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.505 [Epoch 17][Batch 1179], Speed: 189.570 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.504 [Epoch 17][Batch 1189], Speed: 179.940 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.504 [Epoch 17][Batch 1199], Speed: 186.543 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.504 [Epoch 17][Batch 1209], Speed: 190.084 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.503 [Epoch 17][Batch 1219], Speed: 184.826 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.503 [Epoch 17] Training cost: 635.290, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.503 [Epoch 18][Batch 9], Speed: 68.769 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.235, HeatmapFocal=2.503 [Epoch 18][Batch 19], Speed: 168.742 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.502 [Epoch 18][Batch 29], Speed: 192.801 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.502 [Epoch 18][Batch 39], Speed: 168.199 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.501 [Epoch 18][Batch 49], Speed: 182.217 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.501 [Epoch 18][Batch 59], Speed: 177.577 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.501 [Epoch 18][Batch 69], Speed: 205.050 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.500 [Epoch 18][Batch 79], Speed: 162.449 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.500 [Epoch 18][Batch 89], Speed: 174.970 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.500 [Epoch 18][Batch 99], Speed: 193.185 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.499 [Epoch 18][Batch 109], Speed: 194.356 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.499 [Epoch 18][Batch 119], Speed: 211.031 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.499 [Epoch 18][Batch 129], Speed: 202.049 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.498 [Epoch 18][Batch 139], Speed: 179.176 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.498 [Epoch 18][Batch 149], Speed: 192.233 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.498 [Epoch 18][Batch 159], Speed: 197.213 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 18][Batch 169], Speed: 189.009 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.497 [Epoch 18][Batch 179], Speed: 195.278 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.497 [Epoch 18][Batch 189], Speed: 194.025 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.496 [Epoch 18][Batch 199], Speed: 174.470 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.496 [Epoch 18][Batch 209], Speed: 181.587 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.496 [Epoch 18][Batch 219], Speed: 191.866 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.495 [Epoch 18][Batch 229], Speed: 198.151 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.495 [Epoch 18][Batch 239], Speed: 206.006 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.495 [Epoch 18][Batch 249], Speed: 210.579 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.494 [Epoch 18][Batch 259], Speed: 185.637 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 18][Batch 269], Speed: 186.791 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 18][Batch 279], Speed: 195.821 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 18][Batch 289], Speed: 191.865 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 18][Batch 299], Speed: 195.003 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.493 [Epoch 18][Batch 309], Speed: 204.480 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.492 [Epoch 18][Batch 319], Speed: 184.758 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.492 [Epoch 18][Batch 329], Speed: 197.377 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.492 [Epoch 18][Batch 339], Speed: 185.759 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.491 [Epoch 18][Batch 349], Speed: 177.078 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.491 [Epoch 18][Batch 359], Speed: 196.493 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.491 [Epoch 18][Batch 369], Speed: 192.951 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.490 [Epoch 18][Batch 379], Speed: 175.237 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.490 [Epoch 18][Batch 389], Speed: 190.528 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.490 [Epoch 18][Batch 399], Speed: 177.131 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.489 [Epoch 18][Batch 409], Speed: 175.802 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.489 [Epoch 18][Batch 419], Speed: 179.876 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.489 [Epoch 18][Batch 429], Speed: 209.481 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.488 [Epoch 18][Batch 439], Speed: 187.173 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.488 [Epoch 18][Batch 449], Speed: 195.120 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.488 [Epoch 18][Batch 459], Speed: 194.813 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.487 [Epoch 18][Batch 469], Speed: 177.256 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.487 [Epoch 18][Batch 479], Speed: 197.693 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.487 [Epoch 18][Batch 489], Speed: 202.154 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.486 [Epoch 18][Batch 499], Speed: 177.039 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.486 [Epoch 18][Batch 509], Speed: 185.542 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.486 [Epoch 18][Batch 519], Speed: 190.705 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.485 [Epoch 18][Batch 529], Speed: 191.985 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.485 [Epoch 18][Batch 539], Speed: 196.224 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.485 [Epoch 18][Batch 549], Speed: 205.493 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.484 [Epoch 18][Batch 559], Speed: 186.943 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.484 [Epoch 18][Batch 569], Speed: 195.763 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.484 [Epoch 18][Batch 579], Speed: 172.318 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.483 [Epoch 18][Batch 589], Speed: 189.870 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.483 [Epoch 18][Batch 599], Speed: 200.571 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.483 [Epoch 18][Batch 609], Speed: 208.787 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.483 [Epoch 18][Batch 619], Speed: 183.068 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.482 [Epoch 18][Batch 629], Speed: 184.019 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.482 [Epoch 18][Batch 639], Speed: 188.859 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.482 [Epoch 18][Batch 649], Speed: 177.987 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.481 [Epoch 18][Batch 659], Speed: 196.032 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.481 [Epoch 18][Batch 669], Speed: 186.891 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.481 [Epoch 18][Batch 679], Speed: 196.316 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.480 [Epoch 18][Batch 689], Speed: 187.788 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.480 [Epoch 18][Batch 699], Speed: 189.418 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.480 [Epoch 18][Batch 709], Speed: 184.639 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.479 [Epoch 18][Batch 719], Speed: 184.676 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.479 [Epoch 18][Batch 729], Speed: 198.495 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.479 [Epoch 18][Batch 739], Speed: 186.201 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.478 [Epoch 18][Batch 749], Speed: 193.076 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.478 [Epoch 18][Batch 759], Speed: 194.218 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.478 [Epoch 18][Batch 769], Speed: 182.083 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.477 [Epoch 18][Batch 779], Speed: 191.667 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.477 [Epoch 18][Batch 789], Speed: 196.200 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.477 [Epoch 18][Batch 799], Speed: 184.639 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.476 [Epoch 18][Batch 809], Speed: 188.276 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.476 [Epoch 18][Batch 819], Speed: 190.151 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.476 [Epoch 18][Batch 829], Speed: 191.206 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.475 [Epoch 18][Batch 839], Speed: 185.304 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.475 [Epoch 18][Batch 849], Speed: 201.003 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.475 [Epoch 18][Batch 859], Speed: 176.899 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.475 [Epoch 18][Batch 869], Speed: 189.367 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.474 [Epoch 18][Batch 879], Speed: 178.809 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.474 [Epoch 18][Batch 889], Speed: 191.749 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.474 [Epoch 18][Batch 899], Speed: 200.009 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.473 [Epoch 18][Batch 909], Speed: 195.823 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.473 [Epoch 18][Batch 919], Speed: 191.513 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.473 [Epoch 18][Batch 929], Speed: 176.187 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.472 [Epoch 18][Batch 939], Speed: 186.007 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.472 [Epoch 18][Batch 949], Speed: 190.257 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.472 [Epoch 18][Batch 959], Speed: 195.624 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.471 [Epoch 18][Batch 969], Speed: 179.543 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.471 [Epoch 18][Batch 979], Speed: 182.007 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.471 [Epoch 18][Batch 989], Speed: 173.822 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.471 [Epoch 18][Batch 999], Speed: 173.150 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.470 [Epoch 18][Batch 1009], Speed: 180.347 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.470 [Epoch 18][Batch 1019], Speed: 193.994 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.470 [Epoch 18][Batch 1029], Speed: 200.282 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.469 [Epoch 18][Batch 1039], Speed: 176.374 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.469 [Epoch 18][Batch 1049], Speed: 186.058 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.469 [Epoch 18][Batch 1059], Speed: 189.688 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.468 [Epoch 18][Batch 1069], Speed: 198.167 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.468 [Epoch 18][Batch 1079], Speed: 186.710 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.468 [Epoch 18][Batch 1089], Speed: 199.743 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.467 [Epoch 18][Batch 1099], Speed: 186.301 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.467 [Epoch 18][Batch 1109], Speed: 198.061 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.467 [Epoch 18][Batch 1119], Speed: 175.713 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.466 [Epoch 18][Batch 1129], Speed: 187.542 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.466 [Epoch 18][Batch 1139], Speed: 182.962 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.466 [Epoch 18][Batch 1149], Speed: 187.865 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.466 [Epoch 18][Batch 1159], Speed: 191.042 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.465 [Epoch 18][Batch 1169], Speed: 187.914 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.465 [Epoch 18][Batch 1179], Speed: 177.271 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.465 [Epoch 18][Batch 1189], Speed: 191.732 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.464 [Epoch 18][Batch 1199], Speed: 204.194 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.464 [Epoch 18][Batch 1209], Speed: 177.002 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.464 [Epoch 18][Batch 1219], Speed: 203.972 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.463 [Epoch 18] Training cost: 640.216, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.463 [Epoch 19][Batch 9], Speed: 93.874 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.236, HeatmapFocal=2.463 [Epoch 19][Batch 19], Speed: 193.156 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.463 [Epoch 19][Batch 29], Speed: 194.793 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.462 [Epoch 19][Batch 39], Speed: 194.968 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.235, HeatmapFocal=2.462 [Epoch 19][Batch 49], Speed: 178.839 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.462 [Epoch 19][Batch 59], Speed: 192.013 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.234, HeatmapFocal=2.461 [Epoch 19][Batch 69], Speed: 192.025 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.461 [Epoch 19][Batch 79], Speed: 193.118 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.461 [Epoch 19][Batch 89], Speed: 191.784 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.460 [Epoch 19][Batch 99], Speed: 197.998 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.460 [Epoch 19][Batch 109], Speed: 191.787 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.460 [Epoch 19][Batch 119], Speed: 203.756 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.460 [Epoch 19][Batch 129], Speed: 190.742 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.459 [Epoch 19][Batch 139], Speed: 180.797 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.459 [Epoch 19][Batch 149], Speed: 186.896 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.459 [Epoch 19][Batch 159], Speed: 184.026 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.458 [Epoch 19][Batch 169], Speed: 178.968 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.234, HeatmapFocal=2.458 [Epoch 19][Batch 179], Speed: 186.196 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.458 [Epoch 19][Batch 189], Speed: 193.241 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.457 [Epoch 19][Batch 199], Speed: 176.732 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.457 [Epoch 19][Batch 209], Speed: 205.034 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.457 [Epoch 19][Batch 219], Speed: 185.543 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.456 [Epoch 19][Batch 229], Speed: 175.885 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.456 [Epoch 19][Batch 239], Speed: 192.258 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.456 [Epoch 19][Batch 249], Speed: 193.303 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.455 [Epoch 19][Batch 259], Speed: 177.506 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.455 [Epoch 19][Batch 269], Speed: 188.401 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.455 [Epoch 19][Batch 279], Speed: 184.082 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.454 [Epoch 19][Batch 289], Speed: 188.039 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.454 [Epoch 19][Batch 299], Speed: 199.607 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.454 [Epoch 19][Batch 309], Speed: 205.876 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.454 [Epoch 19][Batch 319], Speed: 186.202 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.453 [Epoch 19][Batch 329], Speed: 176.032 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.453 [Epoch 19][Batch 339], Speed: 186.271 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.453 [Epoch 19][Batch 349], Speed: 195.952 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.452 [Epoch 19][Batch 359], Speed: 169.866 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.452 [Epoch 19][Batch 369], Speed: 205.240 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.452 [Epoch 19][Batch 379], Speed: 173.601 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.451 [Epoch 19][Batch 389], Speed: 191.267 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.451 [Epoch 19][Batch 399], Speed: 204.606 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.451 [Epoch 19][Batch 409], Speed: 181.553 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.451 [Epoch 19][Batch 419], Speed: 180.080 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.450 [Epoch 19][Batch 429], Speed: 187.092 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.450 [Epoch 19][Batch 439], Speed: 182.737 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.450 [Epoch 19][Batch 449], Speed: 207.961 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.449 [Epoch 19][Batch 459], Speed: 196.549 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.449 [Epoch 19][Batch 469], Speed: 178.468 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.449 [Epoch 19][Batch 479], Speed: 188.636 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.448 [Epoch 19][Batch 489], Speed: 187.100 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.448 [Epoch 19][Batch 499], Speed: 176.033 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.448 [Epoch 19][Batch 509], Speed: 178.617 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.447 [Epoch 19][Batch 519], Speed: 186.853 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.447 [Epoch 19][Batch 529], Speed: 180.781 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.447 [Epoch 19][Batch 539], Speed: 198.452 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.447 [Epoch 19][Batch 549], Speed: 180.504 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.446 [Epoch 19][Batch 559], Speed: 189.661 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.446 [Epoch 19][Batch 569], Speed: 196.594 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.446 [Epoch 19][Batch 579], Speed: 193.576 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.445 [Epoch 19][Batch 589], Speed: 193.547 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.445 [Epoch 19][Batch 599], Speed: 178.228 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.445 [Epoch 19][Batch 609], Speed: 188.099 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.445 [Epoch 19][Batch 619], Speed: 187.509 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.444 [Epoch 19][Batch 629], Speed: 188.871 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.444 [Epoch 19][Batch 639], Speed: 188.763 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.444 [Epoch 19][Batch 649], Speed: 173.680 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.443 [Epoch 19][Batch 659], Speed: 185.639 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.443 [Epoch 19][Batch 669], Speed: 191.587 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.443 [Epoch 19][Batch 679], Speed: 188.626 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.442 [Epoch 19][Batch 689], Speed: 197.298 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.442 [Epoch 19][Batch 699], Speed: 190.097 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.442 [Epoch 19][Batch 709], Speed: 188.931 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.442 [Epoch 19][Batch 719], Speed: 195.148 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.441 [Epoch 19][Batch 729], Speed: 193.101 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.234, HeatmapFocal=2.441 [Epoch 19][Batch 739], Speed: 175.107 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.441 [Epoch 19][Batch 749], Speed: 176.489 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.440 [Epoch 19][Batch 759], Speed: 191.476 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.440 [Epoch 19][Batch 769], Speed: 182.050 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.440 [Epoch 19][Batch 779], Speed: 189.874 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.440 [Epoch 19][Batch 789], Speed: 196.710 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.439 [Epoch 19][Batch 799], Speed: 192.254 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.439 [Epoch 19][Batch 809], Speed: 195.726 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.439 [Epoch 19][Batch 819], Speed: 181.014 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.438 [Epoch 19][Batch 829], Speed: 191.331 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.438 [Epoch 19][Batch 839], Speed: 192.453 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.438 [Epoch 19][Batch 849], Speed: 183.412 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.438 [Epoch 19][Batch 859], Speed: 189.709 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.437 [Epoch 19][Batch 869], Speed: 175.531 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.437 [Epoch 19][Batch 879], Speed: 192.190 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.437 [Epoch 19][Batch 889], Speed: 184.519 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.436 [Epoch 19][Batch 899], Speed: 180.351 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.436 [Epoch 19][Batch 909], Speed: 197.680 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.436 [Epoch 19][Batch 919], Speed: 195.362 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.436 [Epoch 19][Batch 929], Speed: 180.753 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.435 [Epoch 19][Batch 939], Speed: 186.158 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.435 [Epoch 19][Batch 949], Speed: 178.211 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.435 [Epoch 19][Batch 959], Speed: 181.997 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.434 [Epoch 19][Batch 969], Speed: 205.526 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.434 [Epoch 19][Batch 979], Speed: 188.627 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.434 [Epoch 19][Batch 989], Speed: 183.578 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.434 [Epoch 19][Batch 999], Speed: 174.039 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.433 [Epoch 19][Batch 1009], Speed: 188.240 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.433 [Epoch 19][Batch 1019], Speed: 191.962 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.433 [Epoch 19][Batch 1029], Speed: 201.385 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.432 [Epoch 19][Batch 1039], Speed: 168.998 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.432 [Epoch 19][Batch 1049], Speed: 187.985 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.432 [Epoch 19][Batch 1059], Speed: 188.355 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.432 [Epoch 19][Batch 1069], Speed: 188.115 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.431 [Epoch 19][Batch 1079], Speed: 190.696 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.431 [Epoch 19][Batch 1089], Speed: 200.186 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.431 [Epoch 19][Batch 1099], Speed: 190.645 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.430 [Epoch 19][Batch 1109], Speed: 180.313 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.430 [Epoch 19][Batch 1119], Speed: 179.380 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.430 [Epoch 19][Batch 1129], Speed: 182.002 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.429 [Epoch 19][Batch 1139], Speed: 178.478 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.429 [Epoch 19][Batch 1149], Speed: 187.334 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.429 [Epoch 19][Batch 1159], Speed: 188.775 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.429 [Epoch 19][Batch 1169], Speed: 174.955 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.428 [Epoch 19][Batch 1179], Speed: 207.832 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.428 [Epoch 19][Batch 1189], Speed: 173.530 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.428 [Epoch 19][Batch 1199], Speed: 195.849 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.427 [Epoch 19][Batch 1209], Speed: 198.339 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.427 [Epoch 19][Batch 1219], Speed: 194.155 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.427 [Epoch 19] Training cost: 638.595, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.427 [Epoch 20][Batch 9], Speed: 78.803 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.427 [Epoch 20][Batch 19], Speed: 173.042 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.426 [Epoch 20][Batch 29], Speed: 193.035 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.426 [Epoch 20][Batch 39], Speed: 192.716 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.234, HeatmapFocal=2.426 [Epoch 20][Batch 49], Speed: 185.927 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.425 [Epoch 20][Batch 59], Speed: 192.309 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.425 [Epoch 20][Batch 69], Speed: 194.332 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.425 [Epoch 20][Batch 79], Speed: 181.482 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.425 [Epoch 20][Batch 89], Speed: 185.407 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.424 [Epoch 20][Batch 99], Speed: 195.286 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.234, HeatmapFocal=2.424 [Epoch 20][Batch 109], Speed: 176.614 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.424 [Epoch 20][Batch 119], Speed: 188.393 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.423 [Epoch 20][Batch 129], Speed: 201.456 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.423 [Epoch 20][Batch 139], Speed: 203.452 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.423 [Epoch 20][Batch 149], Speed: 193.692 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.423 [Epoch 20][Batch 159], Speed: 194.658 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.422 [Epoch 20][Batch 169], Speed: 197.017 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.422 [Epoch 20][Batch 179], Speed: 204.490 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.422 [Epoch 20][Batch 189], Speed: 196.509 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.421 [Epoch 20][Batch 199], Speed: 187.790 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.421 [Epoch 20][Batch 209], Speed: 174.980 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.421 [Epoch 20][Batch 219], Speed: 180.906 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.421 [Epoch 20][Batch 229], Speed: 182.218 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.420 [Epoch 20][Batch 239], Speed: 182.140 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.420 [Epoch 20][Batch 249], Speed: 195.347 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.420 [Epoch 20][Batch 259], Speed: 174.060 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.419 [Epoch 20][Batch 269], Speed: 196.278 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.419 [Epoch 20][Batch 279], Speed: 190.811 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.419 [Epoch 20][Batch 289], Speed: 175.817 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.419 [Epoch 20][Batch 299], Speed: 197.894 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.418 [Epoch 20][Batch 309], Speed: 198.073 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.418 [Epoch 20][Batch 319], Speed: 178.991 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.418 [Epoch 20][Batch 329], Speed: 190.584 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.417 [Epoch 20][Batch 339], Speed: 174.773 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.417 [Epoch 20][Batch 349], Speed: 190.558 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.417 [Epoch 20][Batch 359], Speed: 185.417 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.417 [Epoch 20][Batch 369], Speed: 195.442 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.416 [Epoch 20][Batch 379], Speed: 183.681 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.416 [Epoch 20][Batch 389], Speed: 206.510 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.416 [Epoch 20][Batch 399], Speed: 186.738 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.415 [Epoch 20][Batch 409], Speed: 195.572 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.415 [Epoch 20][Batch 419], Speed: 194.615 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.415 [Epoch 20][Batch 429], Speed: 187.062 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.415 [Epoch 20][Batch 439], Speed: 179.353 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.414 [Epoch 20][Batch 449], Speed: 191.788 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.414 [Epoch 20][Batch 459], Speed: 190.294 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.414 [Epoch 20][Batch 469], Speed: 195.563 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.413 [Epoch 20][Batch 479], Speed: 181.014 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.413 [Epoch 20][Batch 489], Speed: 184.628 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.413 [Epoch 20][Batch 499], Speed: 177.861 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.413 [Epoch 20][Batch 509], Speed: 177.513 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.412 [Epoch 20][Batch 519], Speed: 188.702 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.412 [Epoch 20][Batch 529], Speed: 191.076 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.412 [Epoch 20][Batch 539], Speed: 187.106 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.412 [Epoch 20][Batch 549], Speed: 195.500 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.411 [Epoch 20][Batch 559], Speed: 174.151 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.411 [Epoch 20][Batch 569], Speed: 173.644 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.411 [Epoch 20][Batch 579], Speed: 187.142 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.410 [Epoch 20][Batch 589], Speed: 198.080 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.410 [Epoch 20][Batch 599], Speed: 198.196 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.410 [Epoch 20][Batch 609], Speed: 197.284 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.234, HeatmapFocal=2.410 [Epoch 20][Batch 619], Speed: 193.459 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.409 [Epoch 20][Batch 629], Speed: 184.373 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.234, HeatmapFocal=2.409 [Epoch 20][Batch 639], Speed: 192.135 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.234, HeatmapFocal=2.409 [Epoch 20][Batch 649], Speed: 197.464 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.408 [Epoch 20][Batch 659], Speed: 180.217 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.408 [Epoch 20][Batch 669], Speed: 205.671 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.408 [Epoch 20][Batch 679], Speed: 184.679 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.408 [Epoch 20][Batch 689], Speed: 181.650 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.407 [Epoch 20][Batch 699], Speed: 194.151 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.407 [Epoch 20][Batch 709], Speed: 200.784 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.407 [Epoch 20][Batch 719], Speed: 181.616 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.407 [Epoch 20][Batch 729], Speed: 190.941 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.406 [Epoch 20][Batch 739], Speed: 170.502 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.406 [Epoch 20][Batch 749], Speed: 186.612 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.406 [Epoch 20][Batch 759], Speed: 186.434 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.405 [Epoch 20][Batch 769], Speed: 200.452 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.405 [Epoch 20][Batch 779], Speed: 195.878 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.405 [Epoch 20][Batch 789], Speed: 197.253 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.405 [Epoch 20][Batch 799], Speed: 184.797 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.404 [Epoch 20][Batch 809], Speed: 190.598 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.404 [Epoch 20][Batch 819], Speed: 194.624 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.404 [Epoch 20][Batch 829], Speed: 198.157 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.404 [Epoch 20][Batch 839], Speed: 191.392 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.403 [Epoch 20][Batch 849], Speed: 196.973 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.403 [Epoch 20][Batch 859], Speed: 188.777 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.403 [Epoch 20][Batch 869], Speed: 181.898 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.403 [Epoch 20][Batch 879], Speed: 184.959 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.402 [Epoch 20][Batch 889], Speed: 182.652 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.402 [Epoch 20][Batch 899], Speed: 188.428 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.402 [Epoch 20][Batch 909], Speed: 189.500 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.401 [Epoch 20][Batch 919], Speed: 179.649 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.401 [Epoch 20][Batch 929], Speed: 186.031 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.401 [Epoch 20][Batch 939], Speed: 177.813 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.401 [Epoch 20][Batch 949], Speed: 188.914 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.400 [Epoch 20][Batch 959], Speed: 197.271 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.400 [Epoch 20][Batch 969], Speed: 188.428 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.400 [Epoch 20][Batch 979], Speed: 181.730 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.400 [Epoch 20][Batch 989], Speed: 179.429 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.399 [Epoch 20][Batch 999], Speed: 193.377 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.399 [Epoch 20][Batch 1009], Speed: 189.213 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.399 [Epoch 20][Batch 1019], Speed: 196.254 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.398 [Epoch 20][Batch 1029], Speed: 179.917 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.398 [Epoch 20][Batch 1039], Speed: 168.887 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.398 [Epoch 20][Batch 1049], Speed: 188.125 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.398 [Epoch 20][Batch 1059], Speed: 188.152 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.397 [Epoch 20][Batch 1069], Speed: 193.011 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.397 [Epoch 20][Batch 1079], Speed: 196.898 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.397 [Epoch 20][Batch 1089], Speed: 201.591 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.397 [Epoch 20][Batch 1099], Speed: 200.765 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.396 [Epoch 20][Batch 1109], Speed: 188.172 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.396 [Epoch 20][Batch 1119], Speed: 192.429 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.396 [Epoch 20][Batch 1129], Speed: 174.756 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.396 [Epoch 20][Batch 1139], Speed: 182.133 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.395 [Epoch 20][Batch 1149], Speed: 208.710 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.395 [Epoch 20][Batch 1159], Speed: 182.786 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.395 [Epoch 20][Batch 1169], Speed: 184.047 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.395 [Epoch 20][Batch 1179], Speed: 206.932 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.394 [Epoch 20][Batch 1189], Speed: 179.670 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.394 [Epoch 20][Batch 1199], Speed: 201.963 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.394 [Epoch 20][Batch 1209], Speed: 185.243 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.393 [Epoch 20][Batch 1219], Speed: 181.625 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.393 [Epoch 20] Training cost: 639.583, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.393 [Epoch 20] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.211 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.211 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.060 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.232 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.100 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541 person=33.1 bicycle=13.4 car=19.4 motorcycle=22.3 airplane=40.2 bus=42.5 train=40.1 truck=16.4 boat=7.0 traffic light=9.7 fire hydrant=46.1 stop sign=45.6 parking meter=26.4 bench=6.2 bird=13.6 cat=43.9 dog=38.3 horse=37.6 sheep=25.7 cow=26.9 elephant=44.8 bear=51.2 zebra=48.9 giraffe=53.2 backpack=3.9 umbrella=20.2 handbag=2.3 tie=8.9 suitcase=14.6 frisbee=34.0 skis=7.7 snowboard=10.7 sports ball=16.8 kite=14.8 baseball bat=8.4 baseball glove=16.9 skateboard=27.0 surfboard=13.8 tennis racket=23.0 bottle=15.5 wine glass=14.7 cup=19.3 fork=9.3 knife=2.3 spoon=2.4 bowl=20.7 banana=10.3 apple=7.8 sandwich=17.2 orange=17.7 broccoli=12.7 carrot=6.9 hot dog=11.4 pizza=27.8 donut=25.7 cake=18.4 chair=11.1 couch=20.4 potted plant=9.6 bed=17.3 dining table=9.4 toilet=41.9 tv=35.4 laptop=34.5 mouse=32.0 remote=6.3 keyboard=27.0 cell phone=11.9 microwave=32.9 oven=18.1 toaster=16.7 sink=19.2 refrigerator=29.2 book=2.4 clock=33.7 vase=19.7 scissors=11.9 teddy bear=23.8 hair drier=0.0 toothbrush=4.4 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =21.1 [Epoch 21][Batch 9], Speed: 76.326 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.393 [Epoch 21][Batch 19], Speed: 166.920 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.393 [Epoch 21][Batch 29], Speed: 188.258 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.392 [Epoch 21][Batch 39], Speed: 197.489 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.392 [Epoch 21][Batch 49], Speed: 181.965 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.392 [Epoch 21][Batch 59], Speed: 204.461 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.392 [Epoch 21][Batch 69], Speed: 194.221 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.391 [Epoch 21][Batch 79], Speed: 192.242 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.391 [Epoch 21][Batch 89], Speed: 180.401 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.391 [Epoch 21][Batch 99], Speed: 176.896 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.391 [Epoch 21][Batch 109], Speed: 186.478 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.390 [Epoch 21][Batch 119], Speed: 199.851 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.390 [Epoch 21][Batch 129], Speed: 190.704 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.234, HeatmapFocal=2.390 [Epoch 21][Batch 139], Speed: 178.647 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.389 [Epoch 21][Batch 149], Speed: 180.870 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.389 [Epoch 21][Batch 159], Speed: 194.649 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.389 [Epoch 21][Batch 169], Speed: 196.211 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.389 [Epoch 21][Batch 179], Speed: 198.029 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.388 [Epoch 21][Batch 189], Speed: 212.060 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.388 [Epoch 21][Batch 199], Speed: 189.644 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.388 [Epoch 21][Batch 209], Speed: 186.996 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.388 [Epoch 21][Batch 219], Speed: 191.593 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.387 [Epoch 21][Batch 229], Speed: 191.021 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.387 [Epoch 21][Batch 239], Speed: 177.542 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.387 [Epoch 21][Batch 249], Speed: 213.128 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.387 [Epoch 21][Batch 259], Speed: 167.649 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.386 [Epoch 21][Batch 269], Speed: 189.531 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.386 [Epoch 21][Batch 279], Speed: 192.451 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.386 [Epoch 21][Batch 289], Speed: 184.293 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.385 [Epoch 21][Batch 299], Speed: 195.378 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.385 [Epoch 21][Batch 309], Speed: 177.290 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.385 [Epoch 21][Batch 319], Speed: 177.977 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.385 [Epoch 21][Batch 329], Speed: 195.662 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.384 [Epoch 21][Batch 339], Speed: 191.179 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.384 [Epoch 21][Batch 349], Speed: 196.091 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.384 [Epoch 21][Batch 359], Speed: 190.763 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.384 [Epoch 21][Batch 369], Speed: 198.561 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.383 [Epoch 21][Batch 379], Speed: 195.989 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.383 [Epoch 21][Batch 389], Speed: 190.363 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.383 [Epoch 21][Batch 399], Speed: 190.018 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.383 [Epoch 21][Batch 409], Speed: 193.727 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.382 [Epoch 21][Batch 419], Speed: 183.395 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.382 [Epoch 21][Batch 429], Speed: 198.278 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.382 [Epoch 21][Batch 439], Speed: 177.975 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.382 [Epoch 21][Batch 449], Speed: 191.219 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.381 [Epoch 21][Batch 459], Speed: 187.376 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.381 [Epoch 21][Batch 469], Speed: 197.660 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.381 [Epoch 21][Batch 479], Speed: 180.720 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.381 [Epoch 21][Batch 489], Speed: 189.233 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.380 [Epoch 21][Batch 499], Speed: 189.718 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.380 [Epoch 21][Batch 509], Speed: 188.715 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.380 [Epoch 21][Batch 519], Speed: 189.768 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.380 [Epoch 21][Batch 529], Speed: 187.683 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.379 [Epoch 21][Batch 539], Speed: 186.509 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.379 [Epoch 21][Batch 549], Speed: 193.179 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.379 [Epoch 21][Batch 559], Speed: 190.313 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.378 [Epoch 21][Batch 569], Speed: 197.756 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.378 [Epoch 21][Batch 579], Speed: 198.622 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.378 [Epoch 21][Batch 589], Speed: 186.623 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.378 [Epoch 21][Batch 599], Speed: 184.592 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.377 [Epoch 21][Batch 609], Speed: 201.140 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.377 [Epoch 21][Batch 619], Speed: 194.520 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.377 [Epoch 21][Batch 629], Speed: 192.774 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.377 [Epoch 21][Batch 639], Speed: 191.319 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.376 [Epoch 21][Batch 649], Speed: 179.593 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.376 [Epoch 21][Batch 659], Speed: 185.232 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.376 [Epoch 21][Batch 669], Speed: 196.501 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.376 [Epoch 21][Batch 679], Speed: 187.117 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.375 [Epoch 21][Batch 689], Speed: 184.906 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.375 [Epoch 21][Batch 699], Speed: 170.287 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.375 [Epoch 21][Batch 709], Speed: 186.741 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.375 [Epoch 21][Batch 719], Speed: 186.084 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.374 [Epoch 21][Batch 729], Speed: 185.284 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.374 [Epoch 21][Batch 739], Speed: 193.742 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.374 [Epoch 21][Batch 749], Speed: 178.711 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.374 [Epoch 21][Batch 759], Speed: 189.013 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.373 [Epoch 21][Batch 769], Speed: 191.886 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.373 [Epoch 21][Batch 779], Speed: 191.463 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.373 [Epoch 21][Batch 789], Speed: 185.675 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.373 [Epoch 21][Batch 799], Speed: 191.219 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.372 [Epoch 21][Batch 809], Speed: 195.654 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.372 [Epoch 21][Batch 819], Speed: 197.380 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.372 [Epoch 21][Batch 829], Speed: 188.025 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.372 [Epoch 21][Batch 839], Speed: 196.334 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.371 [Epoch 21][Batch 849], Speed: 193.656 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.371 [Epoch 21][Batch 859], Speed: 184.003 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.371 [Epoch 21][Batch 869], Speed: 195.879 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.371 [Epoch 21][Batch 879], Speed: 199.791 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.370 [Epoch 21][Batch 889], Speed: 171.986 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.370 [Epoch 21][Batch 899], Speed: 184.813 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.370 [Epoch 21][Batch 909], Speed: 197.688 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.370 [Epoch 21][Batch 919], Speed: 192.483 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.369 [Epoch 21][Batch 929], Speed: 200.125 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.369 [Epoch 21][Batch 939], Speed: 199.151 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.369 [Epoch 21][Batch 949], Speed: 176.906 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.369 [Epoch 21][Batch 959], Speed: 196.726 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.368 [Epoch 21][Batch 969], Speed: 181.538 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.368 [Epoch 21][Batch 979], Speed: 184.672 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.368 [Epoch 21][Batch 989], Speed: 186.051 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.368 [Epoch 21][Batch 999], Speed: 186.112 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.367 [Epoch 21][Batch 1009], Speed: 192.527 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.367 [Epoch 21][Batch 1019], Speed: 191.584 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.367 [Epoch 21][Batch 1029], Speed: 181.499 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.367 [Epoch 21][Batch 1039], Speed: 190.100 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.366 [Epoch 21][Batch 1049], Speed: 179.718 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.366 [Epoch 21][Batch 1059], Speed: 174.208 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.366 [Epoch 21][Batch 1069], Speed: 187.927 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.366 [Epoch 21][Batch 1079], Speed: 190.880 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.365 [Epoch 21][Batch 1089], Speed: 188.578 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.365 [Epoch 21][Batch 1099], Speed: 187.772 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.365 [Epoch 21][Batch 1109], Speed: 186.135 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.365 [Epoch 21][Batch 1119], Speed: 191.077 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.364 [Epoch 21][Batch 1129], Speed: 183.264 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.364 [Epoch 21][Batch 1139], Speed: 194.680 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.364 [Epoch 21][Batch 1149], Speed: 194.183 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.364 [Epoch 21][Batch 1159], Speed: 187.176 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.363 [Epoch 21][Batch 1169], Speed: 200.932 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.363 [Epoch 21][Batch 1179], Speed: 185.961 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.363 [Epoch 21][Batch 1189], Speed: 188.580 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.363 [Epoch 21][Batch 1199], Speed: 185.206 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.362 [Epoch 21][Batch 1209], Speed: 206.827 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.362 [Epoch 21][Batch 1219], Speed: 199.924 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.362 [Epoch 21] Training cost: 641.610, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.362 [Epoch 22][Batch 9], Speed: 88.251 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.231, HeatmapFocal=2.362 [Epoch 22][Batch 19], Speed: 177.481 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 22][Batch 29], Speed: 208.384 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.361 [Epoch 22][Batch 39], Speed: 172.826 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.361 [Epoch 22][Batch 49], Speed: 199.848 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.361 [Epoch 22][Batch 59], Speed: 196.411 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.360 [Epoch 22][Batch 69], Speed: 186.986 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.360 [Epoch 22][Batch 79], Speed: 197.060 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.360 [Epoch 22][Batch 89], Speed: 188.254 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.360 [Epoch 22][Batch 99], Speed: 199.035 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.359 [Epoch 22][Batch 109], Speed: 188.918 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.359 [Epoch 22][Batch 119], Speed: 202.864 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.359 [Epoch 22][Batch 129], Speed: 207.034 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.359 [Epoch 22][Batch 139], Speed: 172.734 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.358 [Epoch 22][Batch 149], Speed: 197.488 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.358 [Epoch 22][Batch 159], Speed: 186.584 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.358 [Epoch 22][Batch 169], Speed: 198.601 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.358 [Epoch 22][Batch 179], Speed: 181.229 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.357 [Epoch 22][Batch 189], Speed: 189.446 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.357 [Epoch 22][Batch 199], Speed: 185.209 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.357 [Epoch 22][Batch 209], Speed: 202.800 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.357 [Epoch 22][Batch 219], Speed: 201.561 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.356 [Epoch 22][Batch 229], Speed: 202.654 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.356 [Epoch 22][Batch 239], Speed: 191.711 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.356 [Epoch 22][Batch 249], Speed: 200.250 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.356 [Epoch 22][Batch 259], Speed: 194.332 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.355 [Epoch 22][Batch 269], Speed: 201.205 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.355 [Epoch 22][Batch 279], Speed: 178.405 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.355 [Epoch 22][Batch 289], Speed: 189.380 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.355 [Epoch 22][Batch 299], Speed: 195.418 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.354 [Epoch 22][Batch 309], Speed: 190.988 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.354 [Epoch 22][Batch 319], Speed: 181.898 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.354 [Epoch 22][Batch 329], Speed: 205.705 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.354 [Epoch 22][Batch 339], Speed: 197.904 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.353 [Epoch 22][Batch 349], Speed: 187.601 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.353 [Epoch 22][Batch 359], Speed: 186.532 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.353 [Epoch 22][Batch 369], Speed: 199.062 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.353 [Epoch 22][Batch 379], Speed: 182.071 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.353 [Epoch 22][Batch 389], Speed: 199.713 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.352 [Epoch 22][Batch 399], Speed: 197.445 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.352 [Epoch 22][Batch 409], Speed: 194.498 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.352 [Epoch 22][Batch 419], Speed: 165.454 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.352 [Epoch 22][Batch 429], Speed: 203.780 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.351 [Epoch 22][Batch 439], Speed: 185.929 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.351 [Epoch 22][Batch 449], Speed: 194.061 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.351 [Epoch 22][Batch 459], Speed: 172.454 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.351 [Epoch 22][Batch 469], Speed: 189.230 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.350 [Epoch 22][Batch 479], Speed: 195.718 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.350 [Epoch 22][Batch 489], Speed: 203.154 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.350 [Epoch 22][Batch 499], Speed: 187.020 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.350 [Epoch 22][Batch 509], Speed: 207.685 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.349 [Epoch 22][Batch 519], Speed: 187.821 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.349 [Epoch 22][Batch 529], Speed: 179.671 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.349 [Epoch 22][Batch 539], Speed: 198.375 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.349 [Epoch 22][Batch 549], Speed: 197.265 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.348 [Epoch 22][Batch 559], Speed: 168.902 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.348 [Epoch 22][Batch 569], Speed: 186.584 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.348 [Epoch 22][Batch 579], Speed: 187.357 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.348 [Epoch 22][Batch 589], Speed: 191.727 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.348 [Epoch 22][Batch 599], Speed: 188.798 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.347 [Epoch 22][Batch 609], Speed: 187.278 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.347 [Epoch 22][Batch 619], Speed: 191.672 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.347 [Epoch 22][Batch 629], Speed: 204.754 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.347 [Epoch 22][Batch 639], Speed: 194.043 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.346 [Epoch 22][Batch 649], Speed: 189.655 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.346 [Epoch 22][Batch 659], Speed: 197.389 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.346 [Epoch 22][Batch 669], Speed: 195.158 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.346 [Epoch 22][Batch 679], Speed: 171.832 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.345 [Epoch 22][Batch 689], Speed: 212.555 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.345 [Epoch 22][Batch 699], Speed: 178.630 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.345 [Epoch 22][Batch 709], Speed: 193.523 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.345 [Epoch 22][Batch 719], Speed: 181.842 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.344 [Epoch 22][Batch 729], Speed: 199.616 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.344 [Epoch 22][Batch 739], Speed: 155.608 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.344 [Epoch 22][Batch 749], Speed: 207.495 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.344 [Epoch 22][Batch 759], Speed: 187.140 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.343 [Epoch 22][Batch 769], Speed: 187.171 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.343 [Epoch 22][Batch 779], Speed: 199.428 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.343 [Epoch 22][Batch 789], Speed: 206.262 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.343 [Epoch 22][Batch 799], Speed: 194.828 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.343 [Epoch 22][Batch 809], Speed: 205.790 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.342 [Epoch 22][Batch 819], Speed: 190.304 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.342 [Epoch 22][Batch 829], Speed: 188.425 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.342 [Epoch 22][Batch 839], Speed: 205.315 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.342 [Epoch 22][Batch 849], Speed: 197.189 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.341 [Epoch 22][Batch 859], Speed: 191.776 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.341 [Epoch 22][Batch 869], Speed: 201.324 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.341 [Epoch 22][Batch 879], Speed: 178.205 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.341 [Epoch 22][Batch 889], Speed: 193.125 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.340 [Epoch 22][Batch 899], Speed: 201.218 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.340 [Epoch 22][Batch 909], Speed: 200.768 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.340 [Epoch 22][Batch 919], Speed: 191.466 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.340 [Epoch 22][Batch 929], Speed: 186.856 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.339 [Epoch 22][Batch 939], Speed: 185.319 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.339 [Epoch 22][Batch 949], Speed: 193.675 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.339 [Epoch 22][Batch 959], Speed: 202.098 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.339 [Epoch 22][Batch 969], Speed: 182.398 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.339 [Epoch 22][Batch 979], Speed: 178.319 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.338 [Epoch 22][Batch 989], Speed: 200.429 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.338 [Epoch 22][Batch 999], Speed: 194.120 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.338 [Epoch 22][Batch 1009], Speed: 188.172 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.338 [Epoch 22][Batch 1019], Speed: 196.464 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.337 [Epoch 22][Batch 1029], Speed: 195.520 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.337 [Epoch 22][Batch 1039], Speed: 180.600 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.337 [Epoch 22][Batch 1049], Speed: 208.257 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.337 [Epoch 22][Batch 1059], Speed: 184.615 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.336 [Epoch 22][Batch 1069], Speed: 195.690 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.336 [Epoch 22][Batch 1079], Speed: 180.848 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.336 [Epoch 22][Batch 1089], Speed: 199.508 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.336 [Epoch 22][Batch 1099], Speed: 188.255 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.336 [Epoch 22][Batch 1109], Speed: 184.601 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.335 [Epoch 22][Batch 1119], Speed: 194.060 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.335 [Epoch 22][Batch 1129], Speed: 192.110 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.335 [Epoch 22][Batch 1139], Speed: 170.833 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.335 [Epoch 22][Batch 1149], Speed: 180.879 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.334 [Epoch 22][Batch 1159], Speed: 183.704 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.334 [Epoch 22][Batch 1169], Speed: 192.983 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.334 [Epoch 22][Batch 1179], Speed: 193.485 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.334 [Epoch 22][Batch 1189], Speed: 188.831 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.333 [Epoch 22][Batch 1199], Speed: 180.490 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.333 [Epoch 22][Batch 1209], Speed: 193.691 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.333 [Epoch 22][Batch 1219], Speed: 179.850 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.333 [Epoch 22] Training cost: 639.430, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.333 [Epoch 23][Batch 9], Speed: 87.931 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.228, HeatmapFocal=2.332 [Epoch 23][Batch 19], Speed: 189.556 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.230, HeatmapFocal=2.332 [Epoch 23][Batch 29], Speed: 180.832 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.230, HeatmapFocal=2.332 [Epoch 23][Batch 39], Speed: 188.702 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.332 [Epoch 23][Batch 49], Speed: 191.230 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.332 [Epoch 23][Batch 59], Speed: 205.942 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.331 [Epoch 23][Batch 69], Speed: 189.050 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.331 [Epoch 23][Batch 79], Speed: 193.793 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.331 [Epoch 23][Batch 89], Speed: 184.756 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.331 [Epoch 23][Batch 99], Speed: 191.225 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.330 [Epoch 23][Batch 109], Speed: 187.330 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.233, HeatmapFocal=2.330 [Epoch 23][Batch 119], Speed: 194.363 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.233, HeatmapFocal=2.330 [Epoch 23][Batch 129], Speed: 212.397 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.330 [Epoch 23][Batch 139], Speed: 176.152 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.329 [Epoch 23][Batch 149], Speed: 188.189 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.329 [Epoch 23][Batch 159], Speed: 185.141 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.329 [Epoch 23][Batch 169], Speed: 183.844 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.233, HeatmapFocal=2.329 [Epoch 23][Batch 179], Speed: 184.677 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.233, HeatmapFocal=2.328 [Epoch 23][Batch 189], Speed: 206.051 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.328 [Epoch 23][Batch 199], Speed: 192.720 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.328 [Epoch 23][Batch 209], Speed: 182.043 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.328 [Epoch 23][Batch 219], Speed: 208.926 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.328 [Epoch 23][Batch 229], Speed: 184.143 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.327 [Epoch 23][Batch 239], Speed: 195.948 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.327 [Epoch 23][Batch 249], Speed: 178.807 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.327 [Epoch 23][Batch 259], Speed: 188.356 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.327 [Epoch 23][Batch 269], Speed: 186.212 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.326 [Epoch 23][Batch 279], Speed: 196.830 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.326 [Epoch 23][Batch 289], Speed: 187.664 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.326 [Epoch 23][Batch 299], Speed: 191.576 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.326 [Epoch 23][Batch 309], Speed: 182.837 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.325 [Epoch 23][Batch 319], Speed: 184.925 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.325 [Epoch 23][Batch 329], Speed: 205.710 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.325 [Epoch 23][Batch 339], Speed: 195.580 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.325 [Epoch 23][Batch 349], Speed: 190.732 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.325 [Epoch 23][Batch 359], Speed: 175.301 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.324 [Epoch 23][Batch 369], Speed: 183.875 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.324 [Epoch 23][Batch 379], Speed: 195.323 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.324 [Epoch 23][Batch 389], Speed: 182.069 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.324 [Epoch 23][Batch 399], Speed: 197.896 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.323 [Epoch 23][Batch 409], Speed: 180.135 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.323 [Epoch 23][Batch 419], Speed: 197.450 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.323 [Epoch 23][Batch 429], Speed: 203.069 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.323 [Epoch 23][Batch 439], Speed: 175.980 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.323 [Epoch 23][Batch 449], Speed: 202.284 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.322 [Epoch 23][Batch 459], Speed: 205.177 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.322 [Epoch 23][Batch 469], Speed: 188.825 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.322 [Epoch 23][Batch 479], Speed: 179.631 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.322 [Epoch 23][Batch 489], Speed: 205.765 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.321 [Epoch 23][Batch 499], Speed: 159.571 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.321 [Epoch 23][Batch 509], Speed: 193.310 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.321 [Epoch 23][Batch 519], Speed: 181.473 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.321 [Epoch 23][Batch 529], Speed: 186.505 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.321 [Epoch 23][Batch 539], Speed: 194.586 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.320 [Epoch 23][Batch 549], Speed: 185.020 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.320 [Epoch 23][Batch 559], Speed: 175.438 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.320 [Epoch 23][Batch 569], Speed: 191.446 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.320 [Epoch 23][Batch 579], Speed: 194.229 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.319 [Epoch 23][Batch 589], Speed: 191.081 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.319 [Epoch 23][Batch 599], Speed: 198.067 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.319 [Epoch 23][Batch 609], Speed: 200.408 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.319 [Epoch 23][Batch 619], Speed: 181.314 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.318 [Epoch 23][Batch 629], Speed: 183.098 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.318 [Epoch 23][Batch 639], Speed: 192.809 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.318 [Epoch 23][Batch 649], Speed: 191.692 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.318 [Epoch 23][Batch 659], Speed: 181.655 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.318 [Epoch 23][Batch 669], Speed: 185.497 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 23][Batch 679], Speed: 183.591 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 23][Batch 689], Speed: 182.669 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 23][Batch 699], Speed: 193.397 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 23][Batch 709], Speed: 194.883 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 23][Batch 719], Speed: 193.775 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 23][Batch 729], Speed: 196.567 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 23][Batch 739], Speed: 177.152 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 23][Batch 749], Speed: 180.547 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 23][Batch 759], Speed: 187.645 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 23][Batch 769], Speed: 178.054 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 23][Batch 779], Speed: 178.544 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 23][Batch 789], Speed: 185.810 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 23][Batch 799], Speed: 181.529 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 23][Batch 809], Speed: 187.463 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 23][Batch 819], Speed: 184.360 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 23][Batch 829], Speed: 191.462 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 23][Batch 839], Speed: 184.742 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 23][Batch 849], Speed: 197.780 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.313 [Epoch 23][Batch 859], Speed: 172.267 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.313 [Epoch 23][Batch 869], Speed: 180.855 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.313 [Epoch 23][Batch 879], Speed: 191.689 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.313 [Epoch 23][Batch 889], Speed: 192.173 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.313 [Epoch 23][Batch 899], Speed: 189.584 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.312 [Epoch 23][Batch 909], Speed: 190.400 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.312 [Epoch 23][Batch 919], Speed: 179.019 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.312 [Epoch 23][Batch 929], Speed: 176.764 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.312 [Epoch 23][Batch 939], Speed: 171.251 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.312 [Epoch 23][Batch 949], Speed: 190.720 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.311 [Epoch 23][Batch 959], Speed: 189.291 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.311 [Epoch 23][Batch 969], Speed: 195.678 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.311 [Epoch 23][Batch 979], Speed: 196.375 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.311 [Epoch 23][Batch 989], Speed: 179.206 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.310 [Epoch 23][Batch 999], Speed: 192.152 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.310 [Epoch 23][Batch 1009], Speed: 187.646 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.310 [Epoch 23][Batch 1019], Speed: 196.341 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.310 [Epoch 23][Batch 1029], Speed: 202.161 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.310 [Epoch 23][Batch 1039], Speed: 188.943 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.309 [Epoch 23][Batch 1049], Speed: 188.426 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.309 [Epoch 23][Batch 1059], Speed: 188.638 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.309 [Epoch 23][Batch 1069], Speed: 178.966 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.309 [Epoch 23][Batch 1079], Speed: 181.843 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.233, HeatmapFocal=2.309 [Epoch 23][Batch 1089], Speed: 193.251 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.308 [Epoch 23][Batch 1099], Speed: 184.036 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.308 [Epoch 23][Batch 1109], Speed: 191.654 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.308 [Epoch 23][Batch 1119], Speed: 190.291 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.308 [Epoch 23][Batch 1129], Speed: 192.161 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.307 [Epoch 23][Batch 1139], Speed: 210.120 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.307 [Epoch 23][Batch 1149], Speed: 180.086 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.307 [Epoch 23][Batch 1159], Speed: 196.203 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.307 [Epoch 23][Batch 1169], Speed: 181.992 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.307 [Epoch 23][Batch 1179], Speed: 186.569 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.306 [Epoch 23][Batch 1189], Speed: 198.144 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.306 [Epoch 23][Batch 1199], Speed: 187.244 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.306 [Epoch 23][Batch 1209], Speed: 181.731 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.306 [Epoch 23][Batch 1219], Speed: 188.133 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.305 [Epoch 23] Training cost: 640.783, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.305 [Epoch 24][Batch 9], Speed: 86.183 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.230, HeatmapFocal=2.305 [Epoch 24][Batch 19], Speed: 197.186 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 24][Batch 29], Speed: 196.245 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 24][Batch 39], Speed: 188.956 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.305 [Epoch 24][Batch 49], Speed: 204.773 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.304 [Epoch 24][Batch 59], Speed: 191.556 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.304 [Epoch 24][Batch 69], Speed: 206.760 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.304 [Epoch 24][Batch 79], Speed: 185.087 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.304 [Epoch 24][Batch 89], Speed: 186.118 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.303 [Epoch 24][Batch 99], Speed: 183.477 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.233, HeatmapFocal=2.303 [Epoch 24][Batch 109], Speed: 198.343 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.233, HeatmapFocal=2.303 [Epoch 24][Batch 119], Speed: 186.667 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.233, HeatmapFocal=2.303 [Epoch 24][Batch 129], Speed: 192.705 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.233, HeatmapFocal=2.303 [Epoch 24][Batch 139], Speed: 187.616 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.233, HeatmapFocal=2.302 [Epoch 24][Batch 149], Speed: 184.515 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.233, HeatmapFocal=2.302 [Epoch 24][Batch 159], Speed: 171.125 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.302 [Epoch 24][Batch 169], Speed: 190.171 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.302 [Epoch 24][Batch 179], Speed: 194.184 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.302 [Epoch 24][Batch 189], Speed: 183.657 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.301 [Epoch 24][Batch 199], Speed: 192.654 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.301 [Epoch 24][Batch 209], Speed: 183.000 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.301 [Epoch 24][Batch 219], Speed: 191.260 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.233, HeatmapFocal=2.301 [Epoch 24][Batch 229], Speed: 197.034 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 24][Batch 239], Speed: 187.317 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 24][Batch 249], Speed: 202.917 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 24][Batch 259], Speed: 169.535 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 24][Batch 269], Speed: 169.932 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 24][Batch 279], Speed: 192.561 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.299 [Epoch 24][Batch 289], Speed: 184.618 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.299 [Epoch 24][Batch 299], Speed: 199.348 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.299 [Epoch 24][Batch 309], Speed: 201.884 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.299 [Epoch 24][Batch 319], Speed: 193.049 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.298 [Epoch 24][Batch 329], Speed: 179.974 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.298 [Epoch 24][Batch 339], Speed: 187.952 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.298 [Epoch 24][Batch 349], Speed: 193.111 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.298 [Epoch 24][Batch 359], Speed: 189.014 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.298 [Epoch 24][Batch 369], Speed: 194.131 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.297 [Epoch 24][Batch 379], Speed: 200.848 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.297 [Epoch 24][Batch 389], Speed: 179.424 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.297 [Epoch 24][Batch 399], Speed: 193.041 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.297 [Epoch 24][Batch 409], Speed: 192.411 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.297 [Epoch 24][Batch 419], Speed: 188.417 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 24][Batch 429], Speed: 201.006 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 24][Batch 439], Speed: 180.930 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 24][Batch 449], Speed: 180.300 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 24][Batch 459], Speed: 178.779 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 24][Batch 469], Speed: 195.367 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 24][Batch 479], Speed: 188.973 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 24][Batch 489], Speed: 197.167 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 24][Batch 499], Speed: 191.335 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 24][Batch 509], Speed: 173.188 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 24][Batch 519], Speed: 183.938 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 24][Batch 529], Speed: 188.923 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 24][Batch 539], Speed: 202.691 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 24][Batch 549], Speed: 202.572 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 24][Batch 559], Speed: 190.183 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 24][Batch 569], Speed: 183.543 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 24][Batch 579], Speed: 192.625 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 24][Batch 589], Speed: 187.483 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 24][Batch 599], Speed: 196.594 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 24][Batch 609], Speed: 190.366 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 24][Batch 619], Speed: 190.279 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 24][Batch 629], Speed: 192.716 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 24][Batch 639], Speed: 172.814 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 24][Batch 649], Speed: 189.863 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 24][Batch 659], Speed: 190.341 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 24][Batch 669], Speed: 195.805 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 24][Batch 679], Speed: 181.877 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 24][Batch 689], Speed: 176.738 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 24][Batch 699], Speed: 193.830 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.290 [Epoch 24][Batch 709], Speed: 194.219 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.290 [Epoch 24][Batch 719], Speed: 188.170 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.290 [Epoch 24][Batch 729], Speed: 191.392 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.290 [Epoch 24][Batch 739], Speed: 180.157 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.290 [Epoch 24][Batch 749], Speed: 178.600 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.289 [Epoch 24][Batch 759], Speed: 177.858 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.289 [Epoch 24][Batch 769], Speed: 193.555 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.289 [Epoch 24][Batch 779], Speed: 198.853 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.289 [Epoch 24][Batch 789], Speed: 195.316 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.289 [Epoch 24][Batch 799], Speed: 181.299 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.288 [Epoch 24][Batch 809], Speed: 181.265 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.288 [Epoch 24][Batch 819], Speed: 170.026 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.288 [Epoch 24][Batch 829], Speed: 182.375 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.288 [Epoch 24][Batch 839], Speed: 179.230 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.288 [Epoch 24][Batch 849], Speed: 193.037 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.287 [Epoch 24][Batch 859], Speed: 172.544 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.287 [Epoch 24][Batch 869], Speed: 196.129 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.287 [Epoch 24][Batch 879], Speed: 184.066 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.287 [Epoch 24][Batch 889], Speed: 190.274 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.287 [Epoch 24][Batch 899], Speed: 183.356 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.286 [Epoch 24][Batch 909], Speed: 195.598 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.286 [Epoch 24][Batch 919], Speed: 193.374 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.286 [Epoch 24][Batch 929], Speed: 179.478 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.286 [Epoch 24][Batch 939], Speed: 193.198 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.286 [Epoch 24][Batch 949], Speed: 178.424 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.285 [Epoch 24][Batch 959], Speed: 179.716 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.285 [Epoch 24][Batch 969], Speed: 196.718 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.285 [Epoch 24][Batch 979], Speed: 185.203 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.285 [Epoch 24][Batch 989], Speed: 182.589 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.285 [Epoch 24][Batch 999], Speed: 195.274 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.284 [Epoch 24][Batch 1009], Speed: 191.807 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.284 [Epoch 24][Batch 1019], Speed: 188.124 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.284 [Epoch 24][Batch 1029], Speed: 178.772 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.284 [Epoch 24][Batch 1039], Speed: 180.275 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.283 [Epoch 24][Batch 1049], Speed: 181.821 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.283 [Epoch 24][Batch 1059], Speed: 193.122 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.283 [Epoch 24][Batch 1069], Speed: 183.584 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.283 [Epoch 24][Batch 1079], Speed: 194.074 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.283 [Epoch 24][Batch 1089], Speed: 202.333 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.282 [Epoch 24][Batch 1099], Speed: 178.268 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.282 [Epoch 24][Batch 1109], Speed: 181.783 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.282 [Epoch 24][Batch 1119], Speed: 191.593 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.282 [Epoch 24][Batch 1129], Speed: 189.809 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.282 [Epoch 24][Batch 1139], Speed: 181.330 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.281 [Epoch 24][Batch 1149], Speed: 177.239 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.281 [Epoch 24][Batch 1159], Speed: 182.780 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.281 [Epoch 24][Batch 1169], Speed: 191.245 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.281 [Epoch 24][Batch 1179], Speed: 189.179 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.281 [Epoch 24][Batch 1189], Speed: 181.940 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.281 [Epoch 24][Batch 1199], Speed: 184.804 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.280 [Epoch 24][Batch 1209], Speed: 189.178 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.280 [Epoch 24][Batch 1219], Speed: 193.499 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.280 [Epoch 24] Training cost: 641.032, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.280 [Epoch 25][Batch 9], Speed: 70.134 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.233, HeatmapFocal=2.280 [Epoch 25][Batch 19], Speed: 190.297 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.233, HeatmapFocal=2.279 [Epoch 25][Batch 29], Speed: 187.825 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.233, HeatmapFocal=2.279 [Epoch 25][Batch 39], Speed: 179.185 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.233, HeatmapFocal=2.279 [Epoch 25][Batch 49], Speed: 190.865 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.279 [Epoch 25][Batch 59], Speed: 203.334 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.279 [Epoch 25][Batch 69], Speed: 209.866 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.233, HeatmapFocal=2.278 [Epoch 25][Batch 79], Speed: 187.539 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.233, HeatmapFocal=2.278 [Epoch 25][Batch 89], Speed: 194.240 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.278 [Epoch 25][Batch 99], Speed: 196.178 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.278 [Epoch 25][Batch 109], Speed: 193.450 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.278 [Epoch 25][Batch 119], Speed: 190.848 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.233, HeatmapFocal=2.277 [Epoch 25][Batch 129], Speed: 214.263 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.233, HeatmapFocal=2.277 [Epoch 25][Batch 139], Speed: 186.776 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.277 [Epoch 25][Batch 149], Speed: 188.904 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.277 [Epoch 25][Batch 159], Speed: 191.336 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.277 [Epoch 25][Batch 169], Speed: 193.545 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.276 [Epoch 25][Batch 179], Speed: 202.414 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.276 [Epoch 25][Batch 189], Speed: 190.419 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.276 [Epoch 25][Batch 199], Speed: 180.865 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.276 [Epoch 25][Batch 209], Speed: 194.069 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.276 [Epoch 25][Batch 219], Speed: 188.812 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.275 [Epoch 25][Batch 229], Speed: 186.861 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.275 [Epoch 25][Batch 239], Speed: 188.094 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.275 [Epoch 25][Batch 249], Speed: 204.987 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.275 [Epoch 25][Batch 259], Speed: 189.720 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.275 [Epoch 25][Batch 269], Speed: 174.335 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.274 [Epoch 25][Batch 279], Speed: 175.588 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.274 [Epoch 25][Batch 289], Speed: 180.930 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.274 [Epoch 25][Batch 299], Speed: 188.874 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.274 [Epoch 25][Batch 309], Speed: 206.705 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.274 [Epoch 25][Batch 319], Speed: 174.179 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.273 [Epoch 25][Batch 329], Speed: 187.987 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.273 [Epoch 25][Batch 339], Speed: 188.319 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.273 [Epoch 25][Batch 349], Speed: 203.577 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.273 [Epoch 25][Batch 359], Speed: 176.818 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.273 [Epoch 25][Batch 369], Speed: 193.366 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.272 [Epoch 25][Batch 379], Speed: 191.871 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.272 [Epoch 25][Batch 389], Speed: 170.828 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.272 [Epoch 25][Batch 399], Speed: 189.580 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.272 [Epoch 25][Batch 409], Speed: 188.010 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.272 [Epoch 25][Batch 419], Speed: 187.496 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.271 [Epoch 25][Batch 429], Speed: 174.137 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.271 [Epoch 25][Batch 439], Speed: 169.314 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.271 [Epoch 25][Batch 449], Speed: 162.687 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.271 [Epoch 25][Batch 459], Speed: 196.222 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.271 [Epoch 25][Batch 469], Speed: 185.045 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.270 [Epoch 25][Batch 479], Speed: 186.980 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.270 [Epoch 25][Batch 489], Speed: 196.377 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.270 [Epoch 25][Batch 499], Speed: 173.891 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.270 [Epoch 25][Batch 509], Speed: 187.431 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.270 [Epoch 25][Batch 519], Speed: 187.592 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.269 [Epoch 25][Batch 529], Speed: 205.699 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.269 [Epoch 25][Batch 539], Speed: 185.798 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.269 [Epoch 25][Batch 549], Speed: 197.086 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.269 [Epoch 25][Batch 559], Speed: 197.910 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.269 [Epoch 25][Batch 569], Speed: 169.212 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.268 [Epoch 25][Batch 579], Speed: 193.238 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.268 [Epoch 25][Batch 589], Speed: 194.863 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.268 [Epoch 25][Batch 599], Speed: 190.962 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.268 [Epoch 25][Batch 609], Speed: 196.057 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.268 [Epoch 25][Batch 619], Speed: 198.721 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.267 [Epoch 25][Batch 629], Speed: 184.374 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.267 [Epoch 25][Batch 639], Speed: 190.353 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.267 [Epoch 25][Batch 649], Speed: 197.695 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.267 [Epoch 25][Batch 659], Speed: 189.472 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.267 [Epoch 25][Batch 669], Speed: 195.542 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.266 [Epoch 25][Batch 679], Speed: 195.017 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.266 [Epoch 25][Batch 689], Speed: 171.718 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.266 [Epoch 25][Batch 699], Speed: 178.222 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.266 [Epoch 25][Batch 709], Speed: 192.450 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.266 [Epoch 25][Batch 719], Speed: 186.436 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.266 [Epoch 25][Batch 729], Speed: 200.031 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.265 [Epoch 25][Batch 739], Speed: 192.569 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.265 [Epoch 25][Batch 749], Speed: 185.791 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.265 [Epoch 25][Batch 759], Speed: 187.128 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.265 [Epoch 25][Batch 769], Speed: 193.898 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.265 [Epoch 25][Batch 779], Speed: 190.609 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.264 [Epoch 25][Batch 789], Speed: 185.632 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.264 [Epoch 25][Batch 799], Speed: 192.642 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.264 [Epoch 25][Batch 809], Speed: 185.208 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.264 [Epoch 25][Batch 819], Speed: 189.330 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.264 [Epoch 25][Batch 829], Speed: 194.828 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.263 [Epoch 25][Batch 839], Speed: 194.763 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.263 [Epoch 25][Batch 849], Speed: 195.274 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.263 [Epoch 25][Batch 859], Speed: 204.378 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.263 [Epoch 25][Batch 869], Speed: 180.954 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.263 [Epoch 25][Batch 879], Speed: 181.372 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.262 [Epoch 25][Batch 889], Speed: 187.947 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.262 [Epoch 25][Batch 899], Speed: 188.489 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.262 [Epoch 25][Batch 909], Speed: 202.183 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.262 [Epoch 25][Batch 919], Speed: 192.480 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.262 [Epoch 25][Batch 929], Speed: 174.538 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.261 [Epoch 25][Batch 939], Speed: 181.802 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.261 [Epoch 25][Batch 949], Speed: 192.387 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.261 [Epoch 25][Batch 959], Speed: 184.824 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.261 [Epoch 25][Batch 969], Speed: 203.561 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.261 [Epoch 25][Batch 979], Speed: 174.136 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.261 [Epoch 25][Batch 989], Speed: 186.939 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.260 [Epoch 25][Batch 999], Speed: 188.515 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.260 [Epoch 25][Batch 1009], Speed: 190.809 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.260 [Epoch 25][Batch 1019], Speed: 187.671 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.260 [Epoch 25][Batch 1029], Speed: 195.086 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.260 [Epoch 25][Batch 1039], Speed: 183.629 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.259 [Epoch 25][Batch 1049], Speed: 181.654 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.259 [Epoch 25][Batch 1059], Speed: 187.003 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.259 [Epoch 25][Batch 1069], Speed: 194.037 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.259 [Epoch 25][Batch 1079], Speed: 180.376 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.259 [Epoch 25][Batch 1089], Speed: 199.741 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.258 [Epoch 25][Batch 1099], Speed: 188.163 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.258 [Epoch 25][Batch 1109], Speed: 180.957 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.258 [Epoch 25][Batch 1119], Speed: 179.507 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.258 [Epoch 25][Batch 1129], Speed: 201.277 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.258 [Epoch 25][Batch 1139], Speed: 178.523 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.258 [Epoch 25][Batch 1149], Speed: 188.798 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.257 [Epoch 25][Batch 1159], Speed: 203.103 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.257 [Epoch 25][Batch 1169], Speed: 184.193 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.257 [Epoch 25][Batch 1179], Speed: 183.581 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.257 [Epoch 25][Batch 1189], Speed: 186.818 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.257 [Epoch 25][Batch 1199], Speed: 198.413 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.256 [Epoch 25][Batch 1209], Speed: 199.627 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.256 [Epoch 25][Batch 1219], Speed: 193.258 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.256 [Epoch 25] Training cost: 639.103, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.256 [Epoch 26][Batch 9], Speed: 88.267 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.229, HeatmapFocal=2.256 [Epoch 26][Batch 19], Speed: 175.173 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.256 [Epoch 26][Batch 29], Speed: 192.491 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.255 [Epoch 26][Batch 39], Speed: 199.238 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.233, HeatmapFocal=2.255 [Epoch 26][Batch 49], Speed: 190.940 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.233, HeatmapFocal=2.255 [Epoch 26][Batch 59], Speed: 207.220 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.255 [Epoch 26][Batch 69], Speed: 203.004 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.255 [Epoch 26][Batch 79], Speed: 181.441 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.254 [Epoch 26][Batch 89], Speed: 177.966 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.254 [Epoch 26][Batch 99], Speed: 173.781 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.254 [Epoch 26][Batch 109], Speed: 198.527 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.254 [Epoch 26][Batch 119], Speed: 193.881 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.254 [Epoch 26][Batch 129], Speed: 208.536 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.254 [Epoch 26][Batch 139], Speed: 177.458 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.253 [Epoch 26][Batch 149], Speed: 174.834 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.253 [Epoch 26][Batch 159], Speed: 188.885 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.253 [Epoch 26][Batch 169], Speed: 192.932 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.253 [Epoch 26][Batch 179], Speed: 194.146 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.253 [Epoch 26][Batch 189], Speed: 186.354 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.252 [Epoch 26][Batch 199], Speed: 193.646 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.252 [Epoch 26][Batch 209], Speed: 179.130 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.252 [Epoch 26][Batch 219], Speed: 193.925 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.252 [Epoch 26][Batch 229], Speed: 183.275 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.252 [Epoch 26][Batch 239], Speed: 199.181 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.251 [Epoch 26][Batch 249], Speed: 195.427 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.251 [Epoch 26][Batch 259], Speed: 203.571 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.251 [Epoch 26][Batch 269], Speed: 183.749 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.251 [Epoch 26][Batch 279], Speed: 194.100 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.251 [Epoch 26][Batch 289], Speed: 195.144 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.250 [Epoch 26][Batch 299], Speed: 183.999 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.250 [Epoch 26][Batch 309], Speed: 193.332 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.250 [Epoch 26][Batch 319], Speed: 189.208 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.250 [Epoch 26][Batch 329], Speed: 187.056 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.250 [Epoch 26][Batch 339], Speed: 188.787 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.250 [Epoch 26][Batch 349], Speed: 186.431 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.249 [Epoch 26][Batch 359], Speed: 189.009 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.249 [Epoch 26][Batch 369], Speed: 189.114 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.249 [Epoch 26][Batch 379], Speed: 200.670 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.249 [Epoch 26][Batch 389], Speed: 177.038 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.249 [Epoch 26][Batch 399], Speed: 195.515 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.248 [Epoch 26][Batch 409], Speed: 192.353 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.248 [Epoch 26][Batch 419], Speed: 172.957 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.248 [Epoch 26][Batch 429], Speed: 192.300 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.248 [Epoch 26][Batch 439], Speed: 190.195 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.248 [Epoch 26][Batch 449], Speed: 171.023 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.248 [Epoch 26][Batch 459], Speed: 203.190 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.247 [Epoch 26][Batch 469], Speed: 190.772 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.247 [Epoch 26][Batch 479], Speed: 185.539 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.247 [Epoch 26][Batch 489], Speed: 180.321 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.247 [Epoch 26][Batch 499], Speed: 197.273 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.247 [Epoch 26][Batch 509], Speed: 173.846 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.246 [Epoch 26][Batch 519], Speed: 196.472 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.246 [Epoch 26][Batch 529], Speed: 184.628 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.246 [Epoch 26][Batch 539], Speed: 191.857 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.246 [Epoch 26][Batch 549], Speed: 195.370 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.246 [Epoch 26][Batch 559], Speed: 194.455 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.246 [Epoch 26][Batch 569], Speed: 187.418 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.245 [Epoch 26][Batch 579], Speed: 181.383 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.245 [Epoch 26][Batch 589], Speed: 172.390 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.245 [Epoch 26][Batch 599], Speed: 188.303 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.245 [Epoch 26][Batch 609], Speed: 188.290 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.245 [Epoch 26][Batch 619], Speed: 187.379 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.244 [Epoch 26][Batch 629], Speed: 177.730 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.244 [Epoch 26][Batch 639], Speed: 207.037 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.244 [Epoch 26][Batch 649], Speed: 195.057 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.244 [Epoch 26][Batch 659], Speed: 193.149 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.244 [Epoch 26][Batch 669], Speed: 196.056 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.244 [Epoch 26][Batch 679], Speed: 186.325 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 26][Batch 689], Speed: 172.502 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 26][Batch 699], Speed: 203.786 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 26][Batch 709], Speed: 191.896 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 26][Batch 719], Speed: 189.079 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 26][Batch 729], Speed: 203.459 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.242 [Epoch 26][Batch 739], Speed: 186.541 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.242 [Epoch 26][Batch 749], Speed: 185.298 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.242 [Epoch 26][Batch 759], Speed: 175.716 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.242 [Epoch 26][Batch 769], Speed: 173.648 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.242 [Epoch 26][Batch 779], Speed: 193.349 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.242 [Epoch 26][Batch 789], Speed: 194.916 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.241 [Epoch 26][Batch 799], Speed: 174.134 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.241 [Epoch 26][Batch 809], Speed: 172.386 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.241 [Epoch 26][Batch 819], Speed: 172.754 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.241 [Epoch 26][Batch 829], Speed: 190.879 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.241 [Epoch 26][Batch 839], Speed: 191.191 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.240 [Epoch 26][Batch 849], Speed: 193.614 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.240 [Epoch 26][Batch 859], Speed: 195.982 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.240 [Epoch 26][Batch 869], Speed: 184.273 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.240 [Epoch 26][Batch 879], Speed: 203.657 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.240 [Epoch 26][Batch 889], Speed: 186.835 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.240 [Epoch 26][Batch 899], Speed: 195.851 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.239 [Epoch 26][Batch 909], Speed: 197.001 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.239 [Epoch 26][Batch 919], Speed: 184.456 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.239 [Epoch 26][Batch 929], Speed: 182.667 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.239 [Epoch 26][Batch 939], Speed: 204.729 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.239 [Epoch 26][Batch 949], Speed: 190.012 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.238 [Epoch 26][Batch 959], Speed: 191.248 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.238 [Epoch 26][Batch 969], Speed: 193.948 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.238 [Epoch 26][Batch 979], Speed: 198.324 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.238 [Epoch 26][Batch 989], Speed: 168.075 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.238 [Epoch 26][Batch 999], Speed: 179.696 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.238 [Epoch 26][Batch 1009], Speed: 178.736 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.237 [Epoch 26][Batch 1019], Speed: 190.972 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.237 [Epoch 26][Batch 1029], Speed: 190.512 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.237 [Epoch 26][Batch 1039], Speed: 169.661 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.237 [Epoch 26][Batch 1049], Speed: 186.315 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.237 [Epoch 26][Batch 1059], Speed: 199.611 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.236 [Epoch 26][Batch 1069], Speed: 184.923 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.236 [Epoch 26][Batch 1079], Speed: 187.382 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.236 [Epoch 26][Batch 1089], Speed: 180.731 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.236 [Epoch 26][Batch 1099], Speed: 187.391 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.236 [Epoch 26][Batch 1109], Speed: 187.812 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.236 [Epoch 26][Batch 1119], Speed: 194.815 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.235 [Epoch 26][Batch 1129], Speed: 179.680 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.235 [Epoch 26][Batch 1139], Speed: 179.908 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.235 [Epoch 26][Batch 1149], Speed: 194.411 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.235 [Epoch 26][Batch 1159], Speed: 174.314 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.235 [Epoch 26][Batch 1169], Speed: 184.319 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.235 [Epoch 26][Batch 1179], Speed: 206.333 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.234 [Epoch 26][Batch 1189], Speed: 188.541 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.234 [Epoch 26][Batch 1199], Speed: 183.157 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.234 [Epoch 26][Batch 1209], Speed: 181.160 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.234 [Epoch 26][Batch 1219], Speed: 170.627 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.234 [Epoch 26] Training cost: 641.442, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.234 [Epoch 27][Batch 9], Speed: 94.091 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.230, HeatmapFocal=2.233 [Epoch 27][Batch 19], Speed: 180.502 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 27][Batch 29], Speed: 187.583 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 27][Batch 39], Speed: 170.144 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 27][Batch 49], Speed: 179.011 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.233 [Epoch 27][Batch 59], Speed: 199.989 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.233 [Epoch 27][Batch 69], Speed: 195.854 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 27][Batch 79], Speed: 176.474 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.232 [Epoch 27][Batch 89], Speed: 182.690 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.232 [Epoch 27][Batch 99], Speed: 189.269 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.232 [Epoch 27][Batch 109], Speed: 191.119 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.232 [Epoch 27][Batch 119], Speed: 201.446 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.231 [Epoch 27][Batch 129], Speed: 198.291 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.231 [Epoch 27][Batch 139], Speed: 199.278 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.231 [Epoch 27][Batch 149], Speed: 185.305 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.231 [Epoch 27][Batch 159], Speed: 178.451 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.231 [Epoch 27][Batch 169], Speed: 189.818 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.231 [Epoch 27][Batch 179], Speed: 200.007 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.230 [Epoch 27][Batch 189], Speed: 197.476 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.230 [Epoch 27][Batch 199], Speed: 184.479 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.230 [Epoch 27][Batch 209], Speed: 182.441 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.230 [Epoch 27][Batch 219], Speed: 183.720 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.230 [Epoch 27][Batch 229], Speed: 191.470 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.229 [Epoch 27][Batch 239], Speed: 186.161 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.229 [Epoch 27][Batch 249], Speed: 201.159 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.229 [Epoch 27][Batch 259], Speed: 180.205 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.229 [Epoch 27][Batch 269], Speed: 191.239 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.229 [Epoch 27][Batch 279], Speed: 180.356 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.229 [Epoch 27][Batch 289], Speed: 184.152 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.228 [Epoch 27][Batch 299], Speed: 196.493 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.228 [Epoch 27][Batch 309], Speed: 194.068 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.228 [Epoch 27][Batch 319], Speed: 192.561 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.228 [Epoch 27][Batch 329], Speed: 192.327 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.228 [Epoch 27][Batch 339], Speed: 177.328 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.227 [Epoch 27][Batch 349], Speed: 191.710 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.227 [Epoch 27][Batch 359], Speed: 195.454 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.227 [Epoch 27][Batch 369], Speed: 195.581 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.227 [Epoch 27][Batch 379], Speed: 181.958 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.227 [Epoch 27][Batch 389], Speed: 182.261 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.227 [Epoch 27][Batch 399], Speed: 191.476 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.226 [Epoch 27][Batch 409], Speed: 187.663 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.226 [Epoch 27][Batch 419], Speed: 182.626 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.226 [Epoch 27][Batch 429], Speed: 199.490 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.226 [Epoch 27][Batch 439], Speed: 182.470 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.226 [Epoch 27][Batch 449], Speed: 195.591 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.226 [Epoch 27][Batch 459], Speed: 191.678 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.225 [Epoch 27][Batch 469], Speed: 181.532 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.225 [Epoch 27][Batch 479], Speed: 188.674 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.225 [Epoch 27][Batch 489], Speed: 198.882 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.225 [Epoch 27][Batch 499], Speed: 187.769 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.225 [Epoch 27][Batch 509], Speed: 191.862 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.225 [Epoch 27][Batch 519], Speed: 180.411 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.224 [Epoch 27][Batch 529], Speed: 196.713 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.224 [Epoch 27][Batch 539], Speed: 186.077 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.224 [Epoch 27][Batch 549], Speed: 197.868 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.224 [Epoch 27][Batch 559], Speed: 161.640 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.224 [Epoch 27][Batch 569], Speed: 196.222 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.223 [Epoch 27][Batch 579], Speed: 188.876 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.223 [Epoch 27][Batch 589], Speed: 186.204 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.223 [Epoch 27][Batch 599], Speed: 182.554 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.223 [Epoch 27][Batch 609], Speed: 203.514 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.223 [Epoch 27][Batch 619], Speed: 188.143 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.223 [Epoch 27][Batch 629], Speed: 184.183 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.222 [Epoch 27][Batch 639], Speed: 189.374 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.222 [Epoch 27][Batch 649], Speed: 188.537 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.222 [Epoch 27][Batch 659], Speed: 191.898 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.222 [Epoch 27][Batch 669], Speed: 210.051 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.222 [Epoch 27][Batch 679], Speed: 193.787 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.222 [Epoch 27][Batch 689], Speed: 183.517 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.221 [Epoch 27][Batch 699], Speed: 192.806 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.221 [Epoch 27][Batch 709], Speed: 178.803 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.221 [Epoch 27][Batch 719], Speed: 192.099 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.221 [Epoch 27][Batch 729], Speed: 200.940 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.221 [Epoch 27][Batch 739], Speed: 203.848 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.221 [Epoch 27][Batch 749], Speed: 171.585 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.220 [Epoch 27][Batch 759], Speed: 183.067 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.220 [Epoch 27][Batch 769], Speed: 178.840 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.220 [Epoch 27][Batch 779], Speed: 181.796 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.220 [Epoch 27][Batch 789], Speed: 204.624 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.220 [Epoch 27][Batch 799], Speed: 194.330 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.220 [Epoch 27][Batch 809], Speed: 169.945 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.219 [Epoch 27][Batch 819], Speed: 183.368 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.219 [Epoch 27][Batch 829], Speed: 186.302 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.219 [Epoch 27][Batch 839], Speed: 179.326 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.219 [Epoch 27][Batch 849], Speed: 186.932 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.219 [Epoch 27][Batch 859], Speed: 183.316 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.219 [Epoch 27][Batch 869], Speed: 185.850 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.218 [Epoch 27][Batch 879], Speed: 193.067 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.218 [Epoch 27][Batch 889], Speed: 192.083 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.218 [Epoch 27][Batch 899], Speed: 190.634 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.218 [Epoch 27][Batch 909], Speed: 187.246 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.218 [Epoch 27][Batch 919], Speed: 169.026 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.218 [Epoch 27][Batch 929], Speed: 188.635 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.217 [Epoch 27][Batch 939], Speed: 196.903 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.217 [Epoch 27][Batch 949], Speed: 194.472 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.217 [Epoch 27][Batch 959], Speed: 194.712 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.217 [Epoch 27][Batch 969], Speed: 198.533 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.217 [Epoch 27][Batch 979], Speed: 179.821 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.217 [Epoch 27][Batch 989], Speed: 194.597 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.216 [Epoch 27][Batch 999], Speed: 187.905 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.216 [Epoch 27][Batch 1009], Speed: 198.993 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.216 [Epoch 27][Batch 1019], Speed: 184.114 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.216 [Epoch 27][Batch 1029], Speed: 192.841 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.216 [Epoch 27][Batch 1039], Speed: 187.783 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.216 [Epoch 27][Batch 1049], Speed: 189.001 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.215 [Epoch 27][Batch 1059], Speed: 187.809 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.215 [Epoch 27][Batch 1069], Speed: 200.710 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.215 [Epoch 27][Batch 1079], Speed: 175.327 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.215 [Epoch 27][Batch 1089], Speed: 203.148 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.215 [Epoch 27][Batch 1099], Speed: 190.743 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.215 [Epoch 27][Batch 1109], Speed: 178.122 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.214 [Epoch 27][Batch 1119], Speed: 196.873 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.214 [Epoch 27][Batch 1129], Speed: 206.261 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.214 [Epoch 27][Batch 1139], Speed: 189.188 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.214 [Epoch 27][Batch 1149], Speed: 184.000 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.214 [Epoch 27][Batch 1159], Speed: 196.927 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.214 [Epoch 27][Batch 1169], Speed: 183.692 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 27][Batch 1179], Speed: 177.351 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 27][Batch 1189], Speed: 188.415 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 27][Batch 1199], Speed: 185.863 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 27][Batch 1209], Speed: 182.697 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 27][Batch 1219], Speed: 179.437 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 27] Training cost: 642.798, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.213 [Epoch 28][Batch 9], Speed: 69.183 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.212 [Epoch 28][Batch 19], Speed: 191.476 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.212 [Epoch 28][Batch 29], Speed: 189.338 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.212 [Epoch 28][Batch 39], Speed: 176.620 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.212 [Epoch 28][Batch 49], Speed: 171.460 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.212 [Epoch 28][Batch 59], Speed: 190.200 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.211 [Epoch 28][Batch 69], Speed: 209.471 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.211 [Epoch 28][Batch 79], Speed: 183.152 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.211 [Epoch 28][Batch 89], Speed: 181.255 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.211 [Epoch 28][Batch 99], Speed: 198.791 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.211 [Epoch 28][Batch 109], Speed: 190.657 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.211 [Epoch 28][Batch 119], Speed: 209.546 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.210 [Epoch 28][Batch 129], Speed: 207.302 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.210 [Epoch 28][Batch 139], Speed: 191.001 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.210 [Epoch 28][Batch 149], Speed: 187.649 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.210 [Epoch 28][Batch 159], Speed: 192.133 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.210 [Epoch 28][Batch 169], Speed: 176.013 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.210 [Epoch 28][Batch 179], Speed: 195.333 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.209 [Epoch 28][Batch 189], Speed: 190.424 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.209 [Epoch 28][Batch 199], Speed: 191.002 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.209 [Epoch 28][Batch 209], Speed: 193.590 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.209 [Epoch 28][Batch 219], Speed: 194.467 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.209 [Epoch 28][Batch 229], Speed: 194.052 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.209 [Epoch 28][Batch 239], Speed: 183.094 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.208 [Epoch 28][Batch 249], Speed: 201.823 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.208 [Epoch 28][Batch 259], Speed: 189.709 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.208 [Epoch 28][Batch 269], Speed: 175.002 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.208 [Epoch 28][Batch 279], Speed: 187.502 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.208 [Epoch 28][Batch 289], Speed: 197.427 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.208 [Epoch 28][Batch 299], Speed: 188.829 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.207 [Epoch 28][Batch 309], Speed: 207.411 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.207 [Epoch 28][Batch 319], Speed: 199.650 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.207 [Epoch 28][Batch 329], Speed: 192.439 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.207 [Epoch 28][Batch 339], Speed: 199.324 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.207 [Epoch 28][Batch 349], Speed: 195.685 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.207 [Epoch 28][Batch 359], Speed: 194.700 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.206 [Epoch 28][Batch 369], Speed: 195.830 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.206 [Epoch 28][Batch 379], Speed: 186.638 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.206 [Epoch 28][Batch 389], Speed: 175.211 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.206 [Epoch 28][Batch 399], Speed: 193.635 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.206 [Epoch 28][Batch 409], Speed: 197.980 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.206 [Epoch 28][Batch 419], Speed: 182.805 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.205 [Epoch 28][Batch 429], Speed: 194.427 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.205 [Epoch 28][Batch 439], Speed: 186.274 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.205 [Epoch 28][Batch 449], Speed: 181.244 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 28][Batch 459], Speed: 189.594 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 28][Batch 469], Speed: 187.508 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.205 [Epoch 28][Batch 479], Speed: 198.254 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 28][Batch 489], Speed: 192.270 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.204 [Epoch 28][Batch 499], Speed: 184.399 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.204 [Epoch 28][Batch 509], Speed: 175.664 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.204 [Epoch 28][Batch 519], Speed: 174.886 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.204 [Epoch 28][Batch 529], Speed: 194.005 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.204 [Epoch 28][Batch 539], Speed: 182.899 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 549], Speed: 195.460 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 559], Speed: 173.591 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 569], Speed: 186.496 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 579], Speed: 174.851 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 589], Speed: 191.402 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 599], Speed: 190.787 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.203 [Epoch 28][Batch 609], Speed: 176.681 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.202 [Epoch 28][Batch 619], Speed: 181.304 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.202 [Epoch 28][Batch 629], Speed: 175.994 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.202 [Epoch 28][Batch 639], Speed: 188.467 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.202 [Epoch 28][Batch 649], Speed: 193.488 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.202 [Epoch 28][Batch 659], Speed: 189.329 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.202 [Epoch 28][Batch 669], Speed: 196.186 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.201 [Epoch 28][Batch 679], Speed: 193.272 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.201 [Epoch 28][Batch 689], Speed: 162.094 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.201 [Epoch 28][Batch 699], Speed: 192.221 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.201 [Epoch 28][Batch 709], Speed: 185.140 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.201 [Epoch 28][Batch 719], Speed: 191.239 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.201 [Epoch 28][Batch 729], Speed: 188.327 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.200 [Epoch 28][Batch 739], Speed: 185.679 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.200 [Epoch 28][Batch 749], Speed: 173.246 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.200 [Epoch 28][Batch 759], Speed: 187.617 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.200 [Epoch 28][Batch 769], Speed: 192.763 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.200 [Epoch 28][Batch 779], Speed: 192.677 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.200 [Epoch 28][Batch 789], Speed: 196.625 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.199 [Epoch 28][Batch 799], Speed: 178.977 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.199 [Epoch 28][Batch 809], Speed: 183.072 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.199 [Epoch 28][Batch 819], Speed: 189.899 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.199 [Epoch 28][Batch 829], Speed: 191.409 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.199 [Epoch 28][Batch 839], Speed: 190.408 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.199 [Epoch 28][Batch 849], Speed: 193.016 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.198 [Epoch 28][Batch 859], Speed: 188.986 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.198 [Epoch 28][Batch 869], Speed: 188.118 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.198 [Epoch 28][Batch 879], Speed: 183.334 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.198 [Epoch 28][Batch 889], Speed: 175.527 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.198 [Epoch 28][Batch 899], Speed: 176.598 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.198 [Epoch 28][Batch 909], Speed: 194.618 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 919], Speed: 187.618 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 929], Speed: 153.425 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 939], Speed: 177.677 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 949], Speed: 191.510 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 959], Speed: 189.741 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 969], Speed: 186.309 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.197 [Epoch 28][Batch 979], Speed: 195.441 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.196 [Epoch 28][Batch 989], Speed: 186.573 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.196 [Epoch 28][Batch 999], Speed: 185.035 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.196 [Epoch 28][Batch 1009], Speed: 184.567 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.196 [Epoch 28][Batch 1019], Speed: 189.877 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.196 [Epoch 28][Batch 1029], Speed: 192.177 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.196 [Epoch 28][Batch 1039], Speed: 176.548 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.195 [Epoch 28][Batch 1049], Speed: 200.789 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.195 [Epoch 28][Batch 1059], Speed: 178.882 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.195 [Epoch 28][Batch 1069], Speed: 193.130 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.195 [Epoch 28][Batch 1079], Speed: 177.222 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.195 [Epoch 28][Batch 1089], Speed: 204.998 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.195 [Epoch 28][Batch 1099], Speed: 196.023 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.194 [Epoch 28][Batch 1109], Speed: 194.655 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.194 [Epoch 28][Batch 1119], Speed: 187.637 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.194 [Epoch 28][Batch 1129], Speed: 185.136 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.194 [Epoch 28][Batch 1139], Speed: 189.353 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.194 [Epoch 28][Batch 1149], Speed: 205.672 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.194 [Epoch 28][Batch 1159], Speed: 199.188 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28][Batch 1169], Speed: 187.886 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28][Batch 1179], Speed: 186.902 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28][Batch 1189], Speed: 187.738 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28][Batch 1199], Speed: 164.096 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28][Batch 1209], Speed: 203.253 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28][Batch 1219], Speed: 177.731 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.193 [Epoch 28] Training cost: 642.173, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.192 [Epoch 29][Batch 9], Speed: 91.200 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 29][Batch 19], Speed: 175.150 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.228, HeatmapFocal=2.192 [Epoch 29][Batch 29], Speed: 187.390 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.192 [Epoch 29][Batch 39], Speed: 196.698 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.229, HeatmapFocal=2.192 [Epoch 29][Batch 49], Speed: 193.891 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 29][Batch 59], Speed: 181.407 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 29][Batch 69], Speed: 193.945 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.191 [Epoch 29][Batch 79], Speed: 177.819 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.191 [Epoch 29][Batch 89], Speed: 200.675 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.191 [Epoch 29][Batch 99], Speed: 197.184 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.191 [Epoch 29][Batch 109], Speed: 193.973 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.191 [Epoch 29][Batch 119], Speed: 183.994 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.191 [Epoch 29][Batch 129], Speed: 193.263 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.190 [Epoch 29][Batch 139], Speed: 177.562 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.190 [Epoch 29][Batch 149], Speed: 187.468 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.190 [Epoch 29][Batch 159], Speed: 176.444 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.190 [Epoch 29][Batch 169], Speed: 193.937 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.190 [Epoch 29][Batch 179], Speed: 192.655 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 29][Batch 189], Speed: 201.595 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 29][Batch 199], Speed: 176.362 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.189 [Epoch 29][Batch 209], Speed: 191.124 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.189 [Epoch 29][Batch 219], Speed: 189.312 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.189 [Epoch 29][Batch 229], Speed: 180.842 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.189 [Epoch 29][Batch 239], Speed: 184.916 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.189 [Epoch 29][Batch 249], Speed: 198.728 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 29][Batch 259], Speed: 162.275 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 29][Batch 269], Speed: 188.886 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 29][Batch 279], Speed: 184.747 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 29][Batch 289], Speed: 194.284 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 29][Batch 299], Speed: 181.900 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 29][Batch 309], Speed: 206.165 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.187 [Epoch 29][Batch 319], Speed: 175.241 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.187 [Epoch 29][Batch 329], Speed: 177.317 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.187 [Epoch 29][Batch 339], Speed: 188.256 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.187 [Epoch 29][Batch 349], Speed: 177.954 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.187 [Epoch 29][Batch 359], Speed: 191.799 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.187 [Epoch 29][Batch 369], Speed: 180.481 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 379], Speed: 159.676 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 389], Speed: 180.987 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 399], Speed: 153.802 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 409], Speed: 190.046 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 419], Speed: 196.848 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 429], Speed: 179.050 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.186 [Epoch 29][Batch 439], Speed: 173.980 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.185 [Epoch 29][Batch 449], Speed: 200.722 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.185 [Epoch 29][Batch 459], Speed: 196.393 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.185 [Epoch 29][Batch 469], Speed: 174.174 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.185 [Epoch 29][Batch 479], Speed: 185.661 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.185 [Epoch 29][Batch 489], Speed: 181.751 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.185 [Epoch 29][Batch 499], Speed: 204.733 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 509], Speed: 189.345 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 519], Speed: 198.903 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 529], Speed: 178.647 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 539], Speed: 179.338 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 549], Speed: 181.478 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 559], Speed: 182.766 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.184 [Epoch 29][Batch 569], Speed: 172.958 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.183 [Epoch 29][Batch 579], Speed: 185.858 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.183 [Epoch 29][Batch 589], Speed: 195.810 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.183 [Epoch 29][Batch 599], Speed: 192.937 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.183 [Epoch 29][Batch 609], Speed: 198.166 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.183 [Epoch 29][Batch 619], Speed: 196.072 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.183 [Epoch 29][Batch 629], Speed: 180.073 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 639], Speed: 199.711 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 649], Speed: 191.688 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 659], Speed: 183.958 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 669], Speed: 178.528 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 679], Speed: 180.151 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 689], Speed: 175.199 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.182 [Epoch 29][Batch 699], Speed: 191.296 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.181 [Epoch 29][Batch 709], Speed: 188.644 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.181 [Epoch 29][Batch 719], Speed: 183.539 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.181 [Epoch 29][Batch 729], Speed: 196.933 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.181 [Epoch 29][Batch 739], Speed: 195.762 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.181 [Epoch 29][Batch 749], Speed: 176.146 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.181 [Epoch 29][Batch 759], Speed: 182.379 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 769], Speed: 183.987 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 779], Speed: 192.578 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 789], Speed: 194.828 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 799], Speed: 191.740 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 809], Speed: 187.907 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 819], Speed: 173.793 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.180 [Epoch 29][Batch 829], Speed: 177.606 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 29][Batch 839], Speed: 191.825 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 29][Batch 849], Speed: 198.070 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 29][Batch 859], Speed: 173.473 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 29][Batch 869], Speed: 172.170 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 29][Batch 879], Speed: 190.394 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 29][Batch 889], Speed: 190.596 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 899], Speed: 186.989 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 909], Speed: 194.360 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 919], Speed: 183.147 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 929], Speed: 193.636 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 939], Speed: 183.607 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 949], Speed: 193.053 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 29][Batch 959], Speed: 194.807 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 29][Batch 969], Speed: 199.460 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 29][Batch 979], Speed: 198.168 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 29][Batch 989], Speed: 186.500 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 29][Batch 999], Speed: 195.341 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 29][Batch 1009], Speed: 191.095 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 29][Batch 1019], Speed: 178.094 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1029], Speed: 196.280 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1039], Speed: 187.872 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1049], Speed: 174.049 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1059], Speed: 191.492 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1069], Speed: 191.931 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1079], Speed: 190.030 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.176 [Epoch 29][Batch 1089], Speed: 200.197 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1099], Speed: 195.063 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1109], Speed: 185.124 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1119], Speed: 186.551 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1129], Speed: 181.431 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1139], Speed: 183.969 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1149], Speed: 204.675 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.175 [Epoch 29][Batch 1159], Speed: 200.154 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.174 [Epoch 29][Batch 1169], Speed: 186.631 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.174 [Epoch 29][Batch 1179], Speed: 188.301 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.174 [Epoch 29][Batch 1189], Speed: 190.847 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.174 [Epoch 29][Batch 1199], Speed: 185.830 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.174 [Epoch 29][Batch 1209], Speed: 177.195 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.174 [Epoch 29][Batch 1219], Speed: 192.787 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.173 [Epoch 29] Training cost: 641.493, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.173 [Epoch 30][Batch 9], Speed: 76.623 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 30][Batch 19], Speed: 174.362 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.173 [Epoch 30][Batch 29], Speed: 171.735 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.173 [Epoch 30][Batch 39], Speed: 191.773 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 30][Batch 49], Speed: 184.166 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.173 [Epoch 30][Batch 59], Speed: 193.622 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.173 [Epoch 30][Batch 69], Speed: 206.044 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.172 [Epoch 30][Batch 79], Speed: 178.134 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.172 [Epoch 30][Batch 89], Speed: 187.385 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.172 [Epoch 30][Batch 99], Speed: 188.238 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.172 [Epoch 30][Batch 109], Speed: 182.928 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.172 [Epoch 30][Batch 119], Speed: 193.705 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.172 [Epoch 30][Batch 129], Speed: 210.471 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 139], Speed: 186.306 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 149], Speed: 176.684 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 159], Speed: 173.688 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 169], Speed: 185.700 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 179], Speed: 194.162 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 189], Speed: 198.145 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.171 [Epoch 30][Batch 199], Speed: 179.218 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.170 [Epoch 30][Batch 209], Speed: 196.398 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.170 [Epoch 30][Batch 219], Speed: 186.670 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.170 [Epoch 30][Batch 229], Speed: 198.352 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.170 [Epoch 30][Batch 239], Speed: 194.675 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.170 [Epoch 30][Batch 249], Speed: 207.706 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.170 [Epoch 30][Batch 259], Speed: 175.570 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 269], Speed: 176.427 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 279], Speed: 195.177 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 289], Speed: 197.309 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 299], Speed: 198.568 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 309], Speed: 190.923 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 319], Speed: 171.566 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.169 [Epoch 30][Batch 329], Speed: 186.118 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 339], Speed: 187.933 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 349], Speed: 194.429 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 359], Speed: 195.577 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 369], Speed: 196.988 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 379], Speed: 186.056 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 389], Speed: 187.387 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.168 [Epoch 30][Batch 399], Speed: 186.886 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.167 [Epoch 30][Batch 409], Speed: 188.943 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.167 [Epoch 30][Batch 419], Speed: 199.953 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.167 [Epoch 30][Batch 429], Speed: 198.517 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.167 [Epoch 30][Batch 439], Speed: 188.680 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.167 [Epoch 30][Batch 449], Speed: 169.508 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.167 [Epoch 30][Batch 459], Speed: 187.318 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 469], Speed: 198.005 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 479], Speed: 204.157 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 489], Speed: 181.670 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 499], Speed: 189.865 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 509], Speed: 183.857 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 519], Speed: 189.902 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 30][Batch 529], Speed: 175.544 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 539], Speed: 202.660 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 549], Speed: 205.785 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 559], Speed: 192.232 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 569], Speed: 184.740 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 579], Speed: 173.892 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 589], Speed: 195.432 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.165 [Epoch 30][Batch 599], Speed: 193.412 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 609], Speed: 191.899 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 619], Speed: 180.372 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 629], Speed: 204.094 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 639], Speed: 189.712 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 649], Speed: 188.778 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 659], Speed: 191.201 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.164 [Epoch 30][Batch 669], Speed: 197.714 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 679], Speed: 173.582 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 689], Speed: 181.160 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 699], Speed: 181.894 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 709], Speed: 186.707 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 719], Speed: 195.809 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 729], Speed: 200.919 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.163 [Epoch 30][Batch 739], Speed: 178.135 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.162 [Epoch 30][Batch 749], Speed: 202.100 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.162 [Epoch 30][Batch 759], Speed: 176.323 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.162 [Epoch 30][Batch 769], Speed: 187.116 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.162 [Epoch 30][Batch 779], Speed: 176.216 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.162 [Epoch 30][Batch 789], Speed: 202.442 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.162 [Epoch 30][Batch 799], Speed: 185.360 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 809], Speed: 179.112 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 819], Speed: 183.289 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 829], Speed: 180.799 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 839], Speed: 184.489 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 849], Speed: 204.887 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 859], Speed: 174.047 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.161 [Epoch 30][Batch 869], Speed: 178.958 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 879], Speed: 181.926 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 889], Speed: 191.893 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 899], Speed: 181.236 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 909], Speed: 187.166 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 919], Speed: 177.953 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 929], Speed: 196.527 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.160 [Epoch 30][Batch 939], Speed: 186.189 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 949], Speed: 188.434 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 959], Speed: 183.636 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 969], Speed: 193.887 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 979], Speed: 187.614 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 989], Speed: 187.290 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 999], Speed: 188.317 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.159 [Epoch 30][Batch 1009], Speed: 186.765 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1019], Speed: 185.202 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1029], Speed: 196.014 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1039], Speed: 177.115 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1049], Speed: 205.356 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1059], Speed: 178.881 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1069], Speed: 193.263 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.158 [Epoch 30][Batch 1079], Speed: 189.133 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1089], Speed: 187.408 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1099], Speed: 187.592 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1109], Speed: 186.797 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1119], Speed: 192.125 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1129], Speed: 189.084 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1139], Speed: 190.686 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.157 [Epoch 30][Batch 1149], Speed: 187.517 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1159], Speed: 184.547 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1169], Speed: 180.270 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1179], Speed: 178.516 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1189], Speed: 173.027 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1199], Speed: 201.373 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1209], Speed: 180.309 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.156 [Epoch 30][Batch 1219], Speed: 199.666 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 30] Training cost: 641.067, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 30] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.244 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.413 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.253 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.070 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.269 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.234 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.351 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.118 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.578 person=35.4 bicycle=16.4 car=21.4 motorcycle=26.8 airplane=44.7 bus=47.4 train=46.0 truck=19.0 boat=12.2 traffic light=10.2 fire hydrant=48.4 stop sign=46.4 parking meter=29.6 bench=12.5 bird=19.9 cat=51.8 dog=46.1 horse=40.4 sheep=33.2 cow=32.5 elephant=48.8 bear=58.5 zebra=53.2 giraffe=54.5 backpack=5.1 umbrella=23.7 handbag=2.7 tie=11.9 suitcase=19.4 frisbee=36.8 skis=7.5 snowboard=14.6 sports ball=19.8 kite=17.0 baseball bat=9.9 baseball glove=18.8 skateboard=29.8 surfboard=17.7 tennis racket=27.7 bottle=17.0 wine glass=17.8 cup=21.7 fork=12.2 knife=3.4 spoon=2.7 bowl=23.4 banana=13.7 apple=7.5 sandwich=22.6 orange=23.4 broccoli=13.3 carrot=9.9 hot dog=19.8 pizza=35.2 donut=30.3 cake=20.3 chair=13.5 couch=27.0 potted plant=13.5 bed=21.5 dining table=11.4 toilet=51.9 tv=38.2 laptop=40.9 mouse=35.1 remote=7.7 keyboard=31.7 cell phone=16.5 microwave=38.4 oven=20.2 toaster=6.9 sink=23.3 refrigerator=35.6 book=1.5 clock=34.4 vase=20.7 scissors=16.8 teddy bear=29.8 hair drier=0.2 toothbrush=5.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =24.4 [Epoch 31][Batch 9], Speed: 85.128 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.232, HeatmapFocal=2.155 [Epoch 31][Batch 19], Speed: 183.964 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 31][Batch 29], Speed: 190.939 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 31][Batch 39], Speed: 182.425 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 31][Batch 49], Speed: 173.931 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 31][Batch 59], Speed: 190.715 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.155 [Epoch 31][Batch 69], Speed: 184.945 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.154 [Epoch 31][Batch 79], Speed: 181.003 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.154 [Epoch 31][Batch 89], Speed: 196.312 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.154 [Epoch 31][Batch 99], Speed: 173.043 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.154 [Epoch 31][Batch 109], Speed: 193.252 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.154 [Epoch 31][Batch 119], Speed: 195.629 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 31][Batch 129], Speed: 210.133 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 31][Batch 139], Speed: 183.355 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 31][Batch 149], Speed: 183.765 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.153 [Epoch 31][Batch 159], Speed: 177.973 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.153 [Epoch 31][Batch 169], Speed: 188.445 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.153 [Epoch 31][Batch 179], Speed: 180.451 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.153 [Epoch 31][Batch 189], Speed: 192.423 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.153 [Epoch 31][Batch 199], Speed: 146.817 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 209], Speed: 182.987 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 219], Speed: 176.191 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 229], Speed: 192.051 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 239], Speed: 192.805 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 249], Speed: 194.551 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 259], Speed: 184.753 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.152 [Epoch 31][Batch 269], Speed: 183.165 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 279], Speed: 175.773 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 289], Speed: 194.612 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 299], Speed: 197.520 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 309], Speed: 197.359 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 319], Speed: 186.179 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 329], Speed: 184.624 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.151 [Epoch 31][Batch 339], Speed: 176.833 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 349], Speed: 190.548 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 359], Speed: 190.527 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 369], Speed: 199.015 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 379], Speed: 181.292 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 389], Speed: 181.939 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 399], Speed: 186.448 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.150 [Epoch 31][Batch 409], Speed: 186.186 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 419], Speed: 184.502 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 429], Speed: 183.179 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 439], Speed: 189.529 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 449], Speed: 192.025 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 459], Speed: 196.795 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 469], Speed: 187.438 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 31][Batch 479], Speed: 183.596 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 489], Speed: 198.872 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 499], Speed: 181.813 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 509], Speed: 172.182 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 519], Speed: 173.331 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 529], Speed: 195.410 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 539], Speed: 191.847 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.148 [Epoch 31][Batch 549], Speed: 201.283 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 559], Speed: 185.007 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 569], Speed: 179.256 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 579], Speed: 192.975 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 589], Speed: 191.964 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 599], Speed: 187.250 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 609], Speed: 192.501 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.147 [Epoch 31][Batch 619], Speed: 180.805 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 629], Speed: 184.100 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 639], Speed: 191.652 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 649], Speed: 188.673 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 659], Speed: 190.173 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 669], Speed: 189.848 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 679], Speed: 182.412 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.146 [Epoch 31][Batch 689], Speed: 180.113 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 699], Speed: 190.287 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 709], Speed: 194.622 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 719], Speed: 183.564 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 729], Speed: 209.835 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 739], Speed: 196.862 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 749], Speed: 181.124 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.145 [Epoch 31][Batch 759], Speed: 176.071 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 769], Speed: 190.400 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 779], Speed: 194.592 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 789], Speed: 201.702 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 799], Speed: 180.563 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 809], Speed: 173.486 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 819], Speed: 187.719 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 829], Speed: 168.314 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.144 [Epoch 31][Batch 839], Speed: 195.358 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 849], Speed: 202.413 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 859], Speed: 184.163 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 869], Speed: 179.894 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 879], Speed: 181.559 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 889], Speed: 180.811 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 899], Speed: 179.872 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.143 [Epoch 31][Batch 909], Speed: 192.764 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 919], Speed: 185.940 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 929], Speed: 191.962 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 939], Speed: 186.792 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 949], Speed: 191.207 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 959], Speed: 189.216 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 969], Speed: 198.000 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 31][Batch 979], Speed: 193.408 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 989], Speed: 186.160 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 999], Speed: 182.007 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 1009], Speed: 187.260 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 1019], Speed: 198.025 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 1029], Speed: 193.566 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 1039], Speed: 189.782 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 1049], Speed: 186.090 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.141 [Epoch 31][Batch 1059], Speed: 182.776 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1069], Speed: 195.657 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1079], Speed: 192.815 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1089], Speed: 198.043 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1099], Speed: 168.932 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1109], Speed: 180.643 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1119], Speed: 191.410 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.140 [Epoch 31][Batch 1129], Speed: 184.921 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1139], Speed: 183.507 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1149], Speed: 202.901 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1159], Speed: 179.036 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1169], Speed: 179.943 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1179], Speed: 187.339 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1189], Speed: 201.775 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.139 [Epoch 31][Batch 1199], Speed: 197.487 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 31][Batch 1209], Speed: 190.607 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 31][Batch 1219], Speed: 189.034 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 31] Training cost: 641.034, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 32][Batch 9], Speed: 79.665 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 32][Batch 19], Speed: 176.179 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.138 [Epoch 32][Batch 29], Speed: 188.400 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 32][Batch 39], Speed: 190.891 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.138 [Epoch 32][Batch 49], Speed: 194.525 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.137 [Epoch 32][Batch 59], Speed: 208.865 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.137 [Epoch 32][Batch 69], Speed: 201.875 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.137 [Epoch 32][Batch 79], Speed: 173.488 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.137 [Epoch 32][Batch 89], Speed: 190.678 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.137 [Epoch 32][Batch 99], Speed: 192.445 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.137 [Epoch 32][Batch 109], Speed: 194.632 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 32][Batch 119], Speed: 203.043 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 32][Batch 129], Speed: 211.243 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 139], Speed: 181.386 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 149], Speed: 179.663 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 159], Speed: 184.945 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 169], Speed: 193.441 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 179], Speed: 200.737 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 189], Speed: 168.366 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 32][Batch 199], Speed: 184.967 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 209], Speed: 182.255 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 219], Speed: 197.444 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 229], Speed: 177.590 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 239], Speed: 195.939 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 249], Speed: 191.284 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 259], Speed: 184.424 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 32][Batch 269], Speed: 187.750 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 32][Batch 279], Speed: 192.494 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 32][Batch 289], Speed: 190.492 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 32][Batch 299], Speed: 186.202 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 32][Batch 309], Speed: 184.471 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 32][Batch 319], Speed: 175.649 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 32][Batch 329], Speed: 176.419 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.134 [Epoch 32][Batch 339], Speed: 190.427 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 32][Batch 349], Speed: 190.968 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.133 [Epoch 32][Batch 359], Speed: 190.411 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.133 [Epoch 32][Batch 369], Speed: 195.466 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.133 [Epoch 32][Batch 379], Speed: 190.719 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.133 [Epoch 32][Batch 389], Speed: 188.941 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.133 [Epoch 32][Batch 399], Speed: 191.804 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.133 [Epoch 32][Batch 409], Speed: 191.470 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 419], Speed: 195.792 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 429], Speed: 197.872 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 439], Speed: 179.297 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 449], Speed: 175.293 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 459], Speed: 177.442 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 469], Speed: 185.906 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 479], Speed: 191.216 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.132 [Epoch 32][Batch 489], Speed: 195.660 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 499], Speed: 177.766 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 509], Speed: 180.922 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 519], Speed: 186.330 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 529], Speed: 196.398 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 539], Speed: 184.984 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 549], Speed: 185.482 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.131 [Epoch 32][Batch 559], Speed: 173.251 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 569], Speed: 188.292 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 579], Speed: 191.049 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 589], Speed: 193.084 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 599], Speed: 181.777 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 609], Speed: 181.792 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 619], Speed: 168.478 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 629], Speed: 187.440 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.130 [Epoch 32][Batch 639], Speed: 186.982 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 649], Speed: 181.628 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 659], Speed: 180.897 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 669], Speed: 178.273 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 679], Speed: 160.316 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 689], Speed: 182.056 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 699], Speed: 180.688 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.129 [Epoch 32][Batch 709], Speed: 176.806 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 719], Speed: 186.299 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 729], Speed: 178.234 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 739], Speed: 187.089 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 749], Speed: 191.330 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 759], Speed: 189.022 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 769], Speed: 181.527 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 779], Speed: 191.930 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.128 [Epoch 32][Batch 789], Speed: 201.053 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 799], Speed: 187.924 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 809], Speed: 181.261 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 819], Speed: 185.655 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 829], Speed: 196.716 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 839], Speed: 185.656 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 849], Speed: 192.353 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 859], Speed: 174.008 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.127 [Epoch 32][Batch 869], Speed: 201.122 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 879], Speed: 188.993 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 889], Speed: 192.504 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 899], Speed: 190.610 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 909], Speed: 198.920 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 919], Speed: 182.481 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 929], Speed: 183.786 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.126 [Epoch 32][Batch 939], Speed: 190.739 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 949], Speed: 190.671 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 959], Speed: 191.767 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 969], Speed: 187.686 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 979], Speed: 181.773 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 989], Speed: 187.647 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 999], Speed: 186.365 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 1009], Speed: 190.058 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.125 [Epoch 32][Batch 1019], Speed: 191.352 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1029], Speed: 189.896 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1039], Speed: 185.251 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1049], Speed: 175.023 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1059], Speed: 187.539 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1069], Speed: 187.974 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1079], Speed: 194.631 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1089], Speed: 186.976 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.124 [Epoch 32][Batch 1099], Speed: 173.153 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1109], Speed: 187.979 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1119], Speed: 194.463 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1129], Speed: 184.440 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1139], Speed: 179.066 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1149], Speed: 182.872 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1159], Speed: 191.536 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.123 [Epoch 32][Batch 1169], Speed: 185.432 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 32][Batch 1179], Speed: 181.432 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 32][Batch 1189], Speed: 190.086 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 32][Batch 1199], Speed: 181.505 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 32][Batch 1209], Speed: 187.676 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 32][Batch 1219], Speed: 190.150 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 32] Training cost: 644.922, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 33][Batch 9], Speed: 97.092 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.122 [Epoch 33][Batch 19], Speed: 192.633 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.122 [Epoch 33][Batch 29], Speed: 190.083 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.231, HeatmapFocal=2.121 [Epoch 33][Batch 39], Speed: 188.348 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.121 [Epoch 33][Batch 49], Speed: 195.341 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.121 [Epoch 33][Batch 59], Speed: 183.269 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.121 [Epoch 33][Batch 69], Speed: 205.833 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.121 [Epoch 33][Batch 79], Speed: 185.377 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.121 [Epoch 33][Batch 89], Speed: 191.080 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.121 [Epoch 33][Batch 99], Speed: 186.644 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 109], Speed: 192.205 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 119], Speed: 191.758 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 129], Speed: 212.960 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 139], Speed: 195.856 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 149], Speed: 188.360 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 159], Speed: 179.992 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 169], Speed: 194.496 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.120 [Epoch 33][Batch 179], Speed: 194.385 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 189], Speed: 185.663 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 199], Speed: 174.043 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 209], Speed: 186.614 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 219], Speed: 188.254 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 229], Speed: 180.303 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 239], Speed: 188.855 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.119 [Epoch 33][Batch 249], Speed: 175.509 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 259], Speed: 184.790 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 269], Speed: 185.644 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 279], Speed: 165.382 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 289], Speed: 195.406 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 299], Speed: 189.945 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 309], Speed: 200.024 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 319], Speed: 180.905 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.118 [Epoch 33][Batch 329], Speed: 175.665 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 339], Speed: 193.062 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 349], Speed: 191.380 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 359], Speed: 194.536 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 369], Speed: 201.657 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 379], Speed: 181.009 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 389], Speed: 190.417 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 399], Speed: 193.158 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.117 [Epoch 33][Batch 409], Speed: 183.223 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 419], Speed: 196.226 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 429], Speed: 199.297 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 439], Speed: 188.439 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 449], Speed: 184.277 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 459], Speed: 189.444 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 469], Speed: 184.236 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.116 [Epoch 33][Batch 479], Speed: 181.945 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 489], Speed: 181.565 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 499], Speed: 199.947 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 509], Speed: 178.019 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 519], Speed: 187.286 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 529], Speed: 188.957 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 539], Speed: 191.013 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 549], Speed: 198.029 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.115 [Epoch 33][Batch 559], Speed: 185.984 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 569], Speed: 180.383 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 579], Speed: 182.132 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 589], Speed: 179.416 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 599], Speed: 193.432 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 609], Speed: 198.739 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 619], Speed: 170.745 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 629], Speed: 176.618 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.114 [Epoch 33][Batch 639], Speed: 188.346 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 649], Speed: 180.178 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 659], Speed: 187.394 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 669], Speed: 193.753 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 679], Speed: 187.428 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 689], Speed: 192.309 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 699], Speed: 190.471 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 709], Speed: 191.273 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.113 [Epoch 33][Batch 719], Speed: 183.857 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 729], Speed: 188.547 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 739], Speed: 175.661 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 749], Speed: 186.713 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 759], Speed: 178.965 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 769], Speed: 178.640 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 779], Speed: 193.443 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 789], Speed: 202.234 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.112 [Epoch 33][Batch 799], Speed: 184.944 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 809], Speed: 188.568 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 819], Speed: 191.702 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 829], Speed: 192.901 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 839], Speed: 192.295 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 849], Speed: 200.067 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 859], Speed: 191.832 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 869], Speed: 191.579 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.111 [Epoch 33][Batch 879], Speed: 185.661 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 889], Speed: 192.712 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 899], Speed: 194.686 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 909], Speed: 195.455 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 919], Speed: 182.670 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 929], Speed: 174.836 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 939], Speed: 187.982 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 949], Speed: 192.898 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 33][Batch 959], Speed: 192.462 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 969], Speed: 198.704 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 979], Speed: 184.189 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 989], Speed: 194.117 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 999], Speed: 188.694 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 1009], Speed: 190.705 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 1019], Speed: 190.983 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 1029], Speed: 202.826 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.109 [Epoch 33][Batch 1039], Speed: 178.027 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1049], Speed: 180.207 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1059], Speed: 195.783 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1069], Speed: 191.380 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1079], Speed: 199.779 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1089], Speed: 201.104 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1099], Speed: 171.674 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1109], Speed: 199.194 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.108 [Epoch 33][Batch 1119], Speed: 181.748 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1129], Speed: 189.843 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1139], Speed: 196.579 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1149], Speed: 192.007 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1159], Speed: 190.018 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1169], Speed: 184.798 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1179], Speed: 177.841 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1189], Speed: 190.018 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.107 [Epoch 33][Batch 1199], Speed: 205.870 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.106 [Epoch 33][Batch 1209], Speed: 182.641 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.106 [Epoch 33][Batch 1219], Speed: 185.563 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.106 [Epoch 33] Training cost: 642.345, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.106 [Epoch 34][Batch 9], Speed: 95.476 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.106 [Epoch 34][Batch 19], Speed: 166.688 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 34][Batch 29], Speed: 181.649 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.106 [Epoch 34][Batch 39], Speed: 174.718 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.106 [Epoch 34][Batch 49], Speed: 195.199 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.106 [Epoch 34][Batch 59], Speed: 202.546 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 69], Speed: 193.637 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 79], Speed: 151.649 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 89], Speed: 190.372 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 99], Speed: 172.973 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 109], Speed: 196.866 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 119], Speed: 188.891 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 129], Speed: 199.891 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.105 [Epoch 34][Batch 139], Speed: 185.491 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 149], Speed: 164.323 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 159], Speed: 189.059 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 169], Speed: 183.012 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 179], Speed: 183.671 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 189], Speed: 204.786 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 199], Speed: 184.098 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 209], Speed: 186.904 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 219], Speed: 185.173 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.104 [Epoch 34][Batch 229], Speed: 199.734 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 239], Speed: 199.599 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 249], Speed: 209.696 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 259], Speed: 189.255 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 269], Speed: 185.562 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 279], Speed: 181.165 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 289], Speed: 178.846 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 299], Speed: 189.996 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.103 [Epoch 34][Batch 309], Speed: 193.389 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 319], Speed: 189.979 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 329], Speed: 177.333 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 339], Speed: 173.762 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 349], Speed: 201.631 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 359], Speed: 184.034 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 369], Speed: 185.820 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 379], Speed: 191.556 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.102 [Epoch 34][Batch 389], Speed: 192.225 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 399], Speed: 190.403 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 409], Speed: 198.373 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 419], Speed: 197.270 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 429], Speed: 196.520 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 439], Speed: 181.025 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 449], Speed: 170.039 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 459], Speed: 189.309 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.101 [Epoch 34][Batch 469], Speed: 199.165 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.100 [Epoch 34][Batch 479], Speed: 191.807 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 489], Speed: 189.691 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 499], Speed: 188.939 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 509], Speed: 178.850 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 519], Speed: 189.390 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 529], Speed: 196.800 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 539], Speed: 191.366 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.100 [Epoch 34][Batch 549], Speed: 185.452 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.099 [Epoch 34][Batch 559], Speed: 189.726 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.099 [Epoch 34][Batch 569], Speed: 184.268 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.099 [Epoch 34][Batch 579], Speed: 187.599 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.099 [Epoch 34][Batch 589], Speed: 193.812 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.099 [Epoch 34][Batch 599], Speed: 187.563 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.099 [Epoch 34][Batch 609], Speed: 183.935 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.099 [Epoch 34][Batch 619], Speed: 174.511 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.099 [Epoch 34][Batch 629], Speed: 180.136 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 639], Speed: 181.858 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 649], Speed: 185.511 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 659], Speed: 194.723 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 669], Speed: 195.476 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 679], Speed: 177.435 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 689], Speed: 179.383 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 699], Speed: 186.368 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 709], Speed: 199.642 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.098 [Epoch 34][Batch 719], Speed: 194.629 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 729], Speed: 194.207 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 739], Speed: 188.942 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 749], Speed: 180.109 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 759], Speed: 188.397 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 769], Speed: 185.274 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 779], Speed: 193.336 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 789], Speed: 194.170 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.097 [Epoch 34][Batch 799], Speed: 188.287 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 809], Speed: 179.705 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 819], Speed: 182.873 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 829], Speed: 191.920 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 839], Speed: 195.055 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 849], Speed: 184.124 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 859], Speed: 190.170 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 869], Speed: 183.927 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.096 [Epoch 34][Batch 879], Speed: 191.500 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 889], Speed: 189.247 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 899], Speed: 197.620 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 909], Speed: 197.217 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 919], Speed: 191.919 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 929], Speed: 187.795 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 939], Speed: 192.164 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 949], Speed: 193.899 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 959], Speed: 191.703 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.095 [Epoch 34][Batch 969], Speed: 199.560 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.094 [Epoch 34][Batch 979], Speed: 178.740 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 989], Speed: 183.720 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 999], Speed: 188.523 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 1009], Speed: 196.508 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 1019], Speed: 192.773 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 1029], Speed: 199.279 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 1039], Speed: 183.165 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.094 [Epoch 34][Batch 1049], Speed: 189.066 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.093 [Epoch 34][Batch 1059], Speed: 176.671 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.093 [Epoch 34][Batch 1069], Speed: 185.304 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.093 [Epoch 34][Batch 1079], Speed: 193.423 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.093 [Epoch 34][Batch 1089], Speed: 191.030 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.093 [Epoch 34][Batch 1099], Speed: 172.324 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.093 [Epoch 34][Batch 1109], Speed: 169.098 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.093 [Epoch 34][Batch 1119], Speed: 169.383 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.093 [Epoch 34][Batch 1129], Speed: 179.440 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.093 [Epoch 34][Batch 1139], Speed: 178.330 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1149], Speed: 178.461 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1159], Speed: 188.173 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1169], Speed: 170.982 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1179], Speed: 185.198 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1189], Speed: 183.614 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1199], Speed: 191.690 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1209], Speed: 179.653 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.092 [Epoch 34][Batch 1219], Speed: 191.540 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.091 [Epoch 34] Training cost: 642.935, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.091 [Epoch 35][Batch 9], Speed: 86.933 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=2.091 [Epoch 35][Batch 19], Speed: 184.246 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.091 [Epoch 35][Batch 29], Speed: 184.556 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.091 [Epoch 35][Batch 39], Speed: 200.176 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.091 [Epoch 35][Batch 49], Speed: 207.192 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=2.091 [Epoch 35][Batch 59], Speed: 202.590 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=2.091 [Epoch 35][Batch 69], Speed: 193.213 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.091 [Epoch 35][Batch 79], Speed: 182.227 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 89], Speed: 192.349 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 99], Speed: 178.519 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=2.090 [Epoch 35][Batch 109], Speed: 208.655 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 119], Speed: 192.770 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=2.090 [Epoch 35][Batch 129], Speed: 203.669 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 139], Speed: 186.568 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 149], Speed: 179.580 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 159], Speed: 187.357 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.090 [Epoch 35][Batch 169], Speed: 190.920 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 179], Speed: 198.376 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 189], Speed: 196.245 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 199], Speed: 190.694 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 209], Speed: 184.959 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 219], Speed: 196.933 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 229], Speed: 191.099 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 239], Speed: 195.266 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.089 [Epoch 35][Batch 249], Speed: 198.331 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 259], Speed: 168.679 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 269], Speed: 182.910 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 279], Speed: 189.485 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 289], Speed: 179.499 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 299], Speed: 183.996 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 309], Speed: 192.787 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 319], Speed: 185.081 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.088 [Epoch 35][Batch 329], Speed: 185.902 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 339], Speed: 199.177 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 349], Speed: 191.487 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 359], Speed: 204.124 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 369], Speed: 194.991 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 379], Speed: 178.121 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 389], Speed: 193.522 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 399], Speed: 186.745 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 409], Speed: 186.838 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.087 [Epoch 35][Batch 419], Speed: 200.036 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 429], Speed: 193.242 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 439], Speed: 187.920 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 449], Speed: 180.434 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 459], Speed: 189.487 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 469], Speed: 185.390 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 479], Speed: 193.894 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 489], Speed: 190.541 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.086 [Epoch 35][Batch 499], Speed: 187.531 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 509], Speed: 185.220 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 519], Speed: 193.160 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 529], Speed: 185.007 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 539], Speed: 194.325 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 549], Speed: 202.439 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 559], Speed: 181.348 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 569], Speed: 183.300 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 579], Speed: 185.936 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 35][Batch 589], Speed: 185.402 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 599], Speed: 195.598 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 609], Speed: 198.658 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 619], Speed: 183.826 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 629], Speed: 178.362 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 639], Speed: 200.636 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 649], Speed: 187.911 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 659], Speed: 198.002 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.084 [Epoch 35][Batch 669], Speed: 204.712 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 679], Speed: 194.474 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 689], Speed: 179.485 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 699], Speed: 201.334 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 709], Speed: 187.265 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 719], Speed: 186.921 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 729], Speed: 194.676 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 739], Speed: 193.970 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 749], Speed: 185.490 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.083 [Epoch 35][Batch 759], Speed: 200.297 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 769], Speed: 191.096 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 779], Speed: 184.369 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 789], Speed: 182.037 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 799], Speed: 188.040 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 809], Speed: 187.809 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 819], Speed: 206.879 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 829], Speed: 196.762 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.082 [Epoch 35][Batch 839], Speed: 195.374 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 849], Speed: 182.959 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 859], Speed: 178.542 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 869], Speed: 172.744 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 879], Speed: 197.169 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 889], Speed: 196.244 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 899], Speed: 195.062 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 909], Speed: 194.149 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 919], Speed: 172.564 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.081 [Epoch 35][Batch 929], Speed: 187.328 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 939], Speed: 191.539 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 949], Speed: 189.916 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 959], Speed: 192.976 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 969], Speed: 181.830 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 979], Speed: 180.003 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 989], Speed: 182.215 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 999], Speed: 197.495 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 1009], Speed: 171.161 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.080 [Epoch 35][Batch 1019], Speed: 190.005 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1029], Speed: 196.992 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1039], Speed: 178.274 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1049], Speed: 190.723 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1059], Speed: 200.239 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1069], Speed: 198.045 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1079], Speed: 191.476 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1089], Speed: 185.318 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1099], Speed: 177.239 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.079 [Epoch 35][Batch 1109], Speed: 180.785 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1119], Speed: 210.237 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1129], Speed: 191.007 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1139], Speed: 193.085 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1149], Speed: 174.094 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1159], Speed: 186.601 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1169], Speed: 190.079 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1179], Speed: 186.205 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1189], Speed: 192.676 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.078 [Epoch 35][Batch 1199], Speed: 182.077 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 35][Batch 1209], Speed: 187.243 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 35][Batch 1219], Speed: 194.539 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 35] Training cost: 643.387, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 36][Batch 9], Speed: 71.985 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 36][Batch 19], Speed: 176.812 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 36][Batch 29], Speed: 168.118 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 36][Batch 39], Speed: 192.961 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.077 [Epoch 36][Batch 49], Speed: 188.092 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=2.077 [Epoch 36][Batch 59], Speed: 201.483 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 69], Speed: 196.161 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 79], Speed: 180.268 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 89], Speed: 188.181 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 99], Speed: 191.603 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 109], Speed: 193.050 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 119], Speed: 192.519 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 129], Speed: 214.070 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=2.076 [Epoch 36][Batch 139], Speed: 188.789 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.076 [Epoch 36][Batch 149], Speed: 176.293 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.075 [Epoch 36][Batch 159], Speed: 197.662 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.075 [Epoch 36][Batch 169], Speed: 174.987 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.075 [Epoch 36][Batch 179], Speed: 193.145 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.075 [Epoch 36][Batch 189], Speed: 198.434 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.075 [Epoch 36][Batch 199], Speed: 195.296 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.075 [Epoch 36][Batch 209], Speed: 168.255 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.075 [Epoch 36][Batch 219], Speed: 192.498 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.075 [Epoch 36][Batch 229], Speed: 180.815 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.074 [Epoch 36][Batch 239], Speed: 194.559 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.074 [Epoch 36][Batch 249], Speed: 183.273 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.074 [Epoch 36][Batch 259], Speed: 195.412 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.074 [Epoch 36][Batch 269], Speed: 184.745 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.231, HeatmapFocal=2.074 [Epoch 36][Batch 279], Speed: 191.899 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.074 [Epoch 36][Batch 289], Speed: 194.411 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.074 [Epoch 36][Batch 299], Speed: 195.491 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.074 [Epoch 36][Batch 309], Speed: 191.217 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.074 [Epoch 36][Batch 319], Speed: 178.173 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 329], Speed: 203.354 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 339], Speed: 193.100 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 349], Speed: 175.929 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 359], Speed: 182.787 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 369], Speed: 199.692 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 379], Speed: 164.316 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 389], Speed: 197.184 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 399], Speed: 186.614 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.073 [Epoch 36][Batch 409], Speed: 184.951 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 419], Speed: 195.857 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 429], Speed: 186.874 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 439], Speed: 189.812 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 449], Speed: 191.054 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 459], Speed: 195.302 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 469], Speed: 194.188 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 479], Speed: 185.084 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.072 [Epoch 36][Batch 489], Speed: 189.357 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 499], Speed: 187.907 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 509], Speed: 193.945 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 519], Speed: 185.450 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 529], Speed: 182.451 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 539], Speed: 193.856 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 549], Speed: 191.206 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 559], Speed: 173.879 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 569], Speed: 181.366 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.071 [Epoch 36][Batch 579], Speed: 186.227 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 589], Speed: 188.832 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 599], Speed: 183.728 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 609], Speed: 187.792 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 619], Speed: 176.161 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 629], Speed: 187.221 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 639], Speed: 183.391 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 649], Speed: 188.545 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 659], Speed: 186.938 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.070 [Epoch 36][Batch 669], Speed: 181.881 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 679], Speed: 186.471 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 689], Speed: 190.230 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 699], Speed: 194.260 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 709], Speed: 181.432 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 719], Speed: 192.308 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 729], Speed: 198.134 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 739], Speed: 184.408 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 749], Speed: 194.916 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 759], Speed: 185.849 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.069 [Epoch 36][Batch 769], Speed: 183.506 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 779], Speed: 192.152 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 789], Speed: 180.081 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 799], Speed: 179.232 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 809], Speed: 197.343 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 819], Speed: 177.751 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 829], Speed: 186.845 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 839], Speed: 190.423 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 849], Speed: 193.519 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 36][Batch 859], Speed: 168.765 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 869], Speed: 192.680 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 879], Speed: 183.326 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 889], Speed: 190.193 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 899], Speed: 177.156 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 909], Speed: 183.180 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 919], Speed: 171.781 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 929], Speed: 176.705 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 939], Speed: 179.870 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.067 [Epoch 36][Batch 949], Speed: 178.060 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 959], Speed: 191.536 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 969], Speed: 190.658 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 979], Speed: 204.522 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 989], Speed: 180.810 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 999], Speed: 194.379 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 1009], Speed: 190.156 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 1019], Speed: 194.787 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 1029], Speed: 183.693 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.066 [Epoch 36][Batch 1039], Speed: 181.659 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1049], Speed: 186.633 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1059], Speed: 183.361 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1069], Speed: 193.240 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1079], Speed: 190.820 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1089], Speed: 199.048 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1099], Speed: 179.435 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1109], Speed: 176.368 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1119], Speed: 189.011 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.065 [Epoch 36][Batch 1129], Speed: 182.026 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1139], Speed: 174.814 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1149], Speed: 193.230 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1159], Speed: 178.570 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1169], Speed: 150.800 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1179], Speed: 178.166 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1189], Speed: 191.254 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1199], Speed: 187.296 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1209], Speed: 188.462 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36][Batch 1219], Speed: 200.156 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 36] Training cost: 640.924, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 37][Batch 9], Speed: 85.295 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 37][Batch 19], Speed: 180.937 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 29], Speed: 185.496 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 39], Speed: 184.141 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 49], Speed: 189.172 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 59], Speed: 186.917 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 69], Speed: 207.265 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 79], Speed: 178.046 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 89], Speed: 202.232 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.063 [Epoch 37][Batch 99], Speed: 192.300 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 109], Speed: 197.473 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 119], Speed: 184.824 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 129], Speed: 206.616 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 139], Speed: 173.484 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 149], Speed: 186.060 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 159], Speed: 197.675 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 169], Speed: 187.179 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.062 [Epoch 37][Batch 179], Speed: 191.130 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 189], Speed: 203.434 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 199], Speed: 181.351 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 209], Speed: 187.665 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 219], Speed: 205.529 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 229], Speed: 194.001 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 239], Speed: 178.414 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 249], Speed: 199.177 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 259], Speed: 179.253 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.061 [Epoch 37][Batch 269], Speed: 183.504 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 279], Speed: 191.078 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 289], Speed: 195.999 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 299], Speed: 193.546 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 309], Speed: 196.473 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 319], Speed: 174.768 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 329], Speed: 179.296 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 339], Speed: 203.712 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 349], Speed: 184.852 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.060 [Epoch 37][Batch 359], Speed: 194.594 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 369], Speed: 191.567 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 379], Speed: 176.986 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 389], Speed: 178.869 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 399], Speed: 205.396 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 409], Speed: 189.681 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 419], Speed: 180.750 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 429], Speed: 199.482 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 439], Speed: 174.478 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 449], Speed: 178.168 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.059 [Epoch 37][Batch 459], Speed: 206.408 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 469], Speed: 190.727 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 479], Speed: 192.527 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 489], Speed: 196.115 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 499], Speed: 159.169 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 509], Speed: 187.548 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 519], Speed: 198.934 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 529], Speed: 176.249 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 539], Speed: 194.314 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.058 [Epoch 37][Batch 549], Speed: 201.252 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 559], Speed: 179.548 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 569], Speed: 188.952 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 579], Speed: 196.939 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 589], Speed: 186.748 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 599], Speed: 195.157 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 609], Speed: 201.936 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 619], Speed: 190.283 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 629], Speed: 181.199 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.057 [Epoch 37][Batch 639], Speed: 207.292 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 649], Speed: 189.824 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 659], Speed: 192.914 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 669], Speed: 192.231 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 679], Speed: 181.563 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 689], Speed: 185.972 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 699], Speed: 196.401 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 709], Speed: 192.887 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 719], Speed: 187.619 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 729], Speed: 194.641 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.056 [Epoch 37][Batch 739], Speed: 166.060 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 749], Speed: 182.589 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 759], Speed: 197.411 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 769], Speed: 173.973 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 779], Speed: 179.588 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 789], Speed: 195.840 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 799], Speed: 177.211 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 809], Speed: 190.310 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 819], Speed: 184.674 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.055 [Epoch 37][Batch 829], Speed: 188.564 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 839], Speed: 197.108 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 849], Speed: 189.083 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 859], Speed: 190.522 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 869], Speed: 186.375 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 879], Speed: 191.355 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 889], Speed: 189.271 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 899], Speed: 202.982 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 909], Speed: 198.091 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 919], Speed: 168.771 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.054 [Epoch 37][Batch 929], Speed: 191.527 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 939], Speed: 186.846 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 949], Speed: 177.170 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 959], Speed: 191.958 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 969], Speed: 200.682 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 979], Speed: 174.827 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 989], Speed: 197.716 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 999], Speed: 190.744 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 1009], Speed: 195.861 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.053 [Epoch 37][Batch 1019], Speed: 201.454 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1029], Speed: 199.389 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1039], Speed: 177.999 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1049], Speed: 180.903 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1059], Speed: 190.378 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1069], Speed: 183.427 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1079], Speed: 201.020 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1089], Speed: 193.986 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1099], Speed: 188.575 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1109], Speed: 174.121 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.052 [Epoch 37][Batch 1119], Speed: 179.127 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1129], Speed: 202.500 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1139], Speed: 200.191 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1149], Speed: 193.776 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1159], Speed: 189.682 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1169], Speed: 182.729 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1179], Speed: 184.640 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1189], Speed: 185.724 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1199], Speed: 181.611 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.051 [Epoch 37][Batch 1209], Speed: 196.826 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.050 [Epoch 37][Batch 1219], Speed: 179.237 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.050 [Epoch 37] Training cost: 643.074, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.050 [Epoch 38][Batch 9], Speed: 120.850 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 38][Batch 19], Speed: 184.187 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.050 [Epoch 38][Batch 29], Speed: 191.481 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 38][Batch 39], Speed: 176.575 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 38][Batch 49], Speed: 193.233 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 38][Batch 59], Speed: 199.197 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 38][Batch 69], Speed: 197.960 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 38][Batch 79], Speed: 191.691 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.050 [Epoch 38][Batch 89], Speed: 183.253 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 99], Speed: 187.333 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 109], Speed: 184.100 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 119], Speed: 194.731 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 129], Speed: 185.174 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 139], Speed: 174.360 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 149], Speed: 190.349 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 38][Batch 159], Speed: 187.479 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 169], Speed: 182.952 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.049 [Epoch 38][Batch 179], Speed: 182.922 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 189], Speed: 199.330 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.048 [Epoch 38][Batch 199], Speed: 195.111 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 209], Speed: 191.008 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 219], Speed: 175.776 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 229], Speed: 196.961 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 239], Speed: 184.402 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 249], Speed: 196.669 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 259], Speed: 188.476 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 38][Batch 269], Speed: 185.464 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 279], Speed: 189.871 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 289], Speed: 188.918 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 299], Speed: 190.863 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 309], Speed: 184.519 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 319], Speed: 184.410 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 329], Speed: 194.532 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 339], Speed: 190.069 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 349], Speed: 197.729 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 38][Batch 359], Speed: 186.163 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 38][Batch 369], Speed: 184.527 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 379], Speed: 193.899 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 389], Speed: 174.253 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 399], Speed: 181.487 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 409], Speed: 183.304 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 419], Speed: 188.030 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 429], Speed: 197.885 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 439], Speed: 180.624 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 38][Batch 449], Speed: 178.607 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.046 [Epoch 38][Batch 459], Speed: 197.672 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 469], Speed: 187.017 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 479], Speed: 193.191 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 38][Batch 489], Speed: 198.974 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 499], Speed: 182.700 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 509], Speed: 187.876 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 519], Speed: 188.708 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 38][Batch 529], Speed: 193.049 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 539], Speed: 194.550 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 549], Speed: 198.826 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.045 [Epoch 38][Batch 559], Speed: 174.879 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.044 [Epoch 38][Batch 569], Speed: 188.607 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.044 [Epoch 38][Batch 579], Speed: 190.399 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.044 [Epoch 38][Batch 589], Speed: 184.608 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.044 [Epoch 38][Batch 599], Speed: 192.599 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.044 [Epoch 38][Batch 609], Speed: 206.966 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.044 [Epoch 38][Batch 619], Speed: 170.541 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 38][Batch 629], Speed: 180.586 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 38][Batch 639], Speed: 176.129 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 38][Batch 649], Speed: 191.570 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 659], Speed: 194.511 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 669], Speed: 200.264 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 679], Speed: 192.495 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 689], Speed: 183.072 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 699], Speed: 180.181 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 709], Speed: 195.011 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 719], Speed: 192.056 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 729], Speed: 200.436 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 739], Speed: 186.636 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 38][Batch 749], Speed: 178.481 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 759], Speed: 194.991 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 769], Speed: 185.577 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 779], Speed: 191.564 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 789], Speed: 185.970 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 799], Speed: 181.650 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 809], Speed: 181.813 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 819], Speed: 180.212 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 829], Speed: 184.650 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 38][Batch 839], Speed: 191.949 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.042 [Epoch 38][Batch 849], Speed: 186.515 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 859], Speed: 181.753 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 869], Speed: 181.319 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 879], Speed: 188.834 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 889], Speed: 182.832 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 899], Speed: 187.511 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 909], Speed: 191.478 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 919], Speed: 178.950 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 929], Speed: 184.039 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 939], Speed: 191.380 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.041 [Epoch 38][Batch 949], Speed: 187.124 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 959], Speed: 195.488 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 969], Speed: 191.758 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 979], Speed: 181.194 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 989], Speed: 181.281 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 999], Speed: 193.216 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 1009], Speed: 189.641 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 1019], Speed: 193.137 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 1029], Speed: 192.555 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 1039], Speed: 173.731 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.040 [Epoch 38][Batch 1049], Speed: 175.031 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1059], Speed: 183.682 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1069], Speed: 181.141 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1079], Speed: 169.535 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1089], Speed: 181.956 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1099], Speed: 196.000 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1109], Speed: 189.449 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1119], Speed: 181.072 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1129], Speed: 204.153 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1139], Speed: 183.474 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.039 [Epoch 38][Batch 1149], Speed: 190.613 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1159], Speed: 212.876 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1169], Speed: 179.777 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1179], Speed: 179.867 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1189], Speed: 192.338 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1199], Speed: 183.166 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1209], Speed: 190.799 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38][Batch 1219], Speed: 182.767 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 38] Training cost: 644.114, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.038 [Epoch 39][Batch 9], Speed: 96.003 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 39][Batch 19], Speed: 179.082 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 29], Speed: 189.398 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 39], Speed: 173.633 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 49], Speed: 196.470 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 59], Speed: 186.813 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 69], Speed: 209.672 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 39][Batch 79], Speed: 162.384 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 39][Batch 89], Speed: 201.966 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 99], Speed: 181.298 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 109], Speed: 187.598 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.037 [Epoch 39][Batch 119], Speed: 190.311 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 129], Speed: 195.875 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.036 [Epoch 39][Batch 139], Speed: 177.468 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 149], Speed: 200.533 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 159], Speed: 184.261 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 169], Speed: 188.323 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 179], Speed: 190.155 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 189], Speed: 196.169 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 199], Speed: 191.924 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 209], Speed: 186.505 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 39][Batch 219], Speed: 191.341 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 39][Batch 229], Speed: 180.165 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 39][Batch 239], Speed: 190.962 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.035 [Epoch 39][Batch 249], Speed: 188.711 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.035 [Epoch 39][Batch 259], Speed: 194.040 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.035 [Epoch 39][Batch 269], Speed: 190.670 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.035 [Epoch 39][Batch 279], Speed: 176.311 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 39][Batch 289], Speed: 194.938 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 39][Batch 299], Speed: 197.103 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 39][Batch 309], Speed: 188.928 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 319], Speed: 192.843 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 329], Speed: 182.279 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 339], Speed: 180.664 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 349], Speed: 195.251 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 359], Speed: 186.525 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 369], Speed: 197.859 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 379], Speed: 184.043 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.034 [Epoch 39][Batch 389], Speed: 169.956 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 399], Speed: 190.563 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 39][Batch 409], Speed: 180.964 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.033 [Epoch 39][Batch 419], Speed: 196.592 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 429], Speed: 196.366 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 439], Speed: 172.693 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 449], Speed: 183.179 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 459], Speed: 187.918 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 469], Speed: 189.448 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 479], Speed: 182.609 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 489], Speed: 202.785 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 499], Speed: 170.869 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.033 [Epoch 39][Batch 509], Speed: 163.807 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 519], Speed: 189.442 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 529], Speed: 179.581 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 539], Speed: 180.153 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 549], Speed: 187.233 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 559], Speed: 190.653 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 569], Speed: 185.702 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 579], Speed: 188.829 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 589], Speed: 189.297 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 599], Speed: 194.070 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 609], Speed: 191.831 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.032 [Epoch 39][Batch 619], Speed: 180.196 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 629], Speed: 197.149 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 639], Speed: 189.446 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 649], Speed: 181.968 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 659], Speed: 192.001 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 669], Speed: 195.473 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 679], Speed: 175.044 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 689], Speed: 179.435 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 699], Speed: 188.451 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 709], Speed: 192.819 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.031 [Epoch 39][Batch 719], Speed: 183.143 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 729], Speed: 199.470 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 739], Speed: 188.904 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 749], Speed: 194.964 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 759], Speed: 191.350 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 769], Speed: 186.001 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 779], Speed: 184.457 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 789], Speed: 183.770 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 799], Speed: 190.365 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 809], Speed: 177.315 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.030 [Epoch 39][Batch 819], Speed: 179.836 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 829], Speed: 176.558 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 839], Speed: 192.757 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 849], Speed: 189.696 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 859], Speed: 194.294 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 869], Speed: 179.978 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 879], Speed: 195.322 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 889], Speed: 191.122 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 899], Speed: 194.825 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 909], Speed: 195.857 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 919], Speed: 178.185 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.029 [Epoch 39][Batch 929], Speed: 185.089 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 939], Speed: 193.414 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 949], Speed: 174.819 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 959], Speed: 191.505 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 969], Speed: 199.237 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 979], Speed: 188.079 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 989], Speed: 170.016 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 999], Speed: 198.352 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 1009], Speed: 189.317 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 1019], Speed: 192.422 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.028 [Epoch 39][Batch 1029], Speed: 203.941 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1039], Speed: 178.610 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1049], Speed: 180.628 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1059], Speed: 197.297 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1069], Speed: 190.828 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1079], Speed: 193.667 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1089], Speed: 208.359 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1099], Speed: 191.292 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1109], Speed: 173.510 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1119], Speed: 178.813 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.027 [Epoch 39][Batch 1129], Speed: 194.732 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1139], Speed: 185.613 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1149], Speed: 173.530 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1159], Speed: 210.855 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1169], Speed: 188.418 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1179], Speed: 182.577 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1189], Speed: 180.248 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1199], Speed: 185.831 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1209], Speed: 172.335 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39][Batch 1219], Speed: 194.914 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 39] Training cost: 642.976, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 40][Batch 9], Speed: 86.583 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.026 [Epoch 40][Batch 19], Speed: 181.194 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 40][Batch 29], Speed: 195.359 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 39], Speed: 180.734 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 49], Speed: 191.204 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 59], Speed: 205.342 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 69], Speed: 190.117 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 79], Speed: 193.892 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 89], Speed: 190.047 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 40][Batch 99], Speed: 175.567 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.025 [Epoch 40][Batch 109], Speed: 186.918 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.025 [Epoch 40][Batch 119], Speed: 194.150 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 40][Batch 129], Speed: 197.890 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 40][Batch 139], Speed: 192.134 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 40][Batch 149], Speed: 182.354 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 40][Batch 159], Speed: 187.758 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 40][Batch 169], Speed: 181.171 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 40][Batch 179], Speed: 190.315 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.024 [Epoch 40][Batch 189], Speed: 204.953 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.024 [Epoch 40][Batch 199], Speed: 184.038 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.024 [Epoch 40][Batch 209], Speed: 188.430 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.024 [Epoch 40][Batch 219], Speed: 191.786 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 229], Speed: 190.665 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 239], Speed: 199.829 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 249], Speed: 200.809 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 259], Speed: 189.489 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 269], Speed: 202.083 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 279], Speed: 187.834 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 289], Speed: 186.821 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 299], Speed: 192.464 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 309], Speed: 182.485 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 319], Speed: 175.610 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.023 [Epoch 40][Batch 329], Speed: 203.333 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 339], Speed: 194.841 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 349], Speed: 193.677 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 359], Speed: 185.140 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 369], Speed: 167.955 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 379], Speed: 181.478 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 389], Speed: 191.969 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 399], Speed: 185.587 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 409], Speed: 189.483 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 419], Speed: 201.360 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.022 [Epoch 40][Batch 429], Speed: 193.948 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 439], Speed: 183.439 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 449], Speed: 192.106 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 459], Speed: 198.917 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 469], Speed: 188.072 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 479], Speed: 200.268 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 489], Speed: 199.571 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.021 [Epoch 40][Batch 499], Speed: 179.026 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 40][Batch 509], Speed: 188.866 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 40][Batch 519], Speed: 190.165 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 40][Batch 529], Speed: 188.222 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 539], Speed: 196.720 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 549], Speed: 199.328 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 559], Speed: 180.697 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 569], Speed: 179.292 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 579], Speed: 198.118 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 589], Speed: 173.681 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 599], Speed: 195.821 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 609], Speed: 200.179 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 40][Batch 619], Speed: 173.733 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.020 [Epoch 40][Batch 629], Speed: 187.330 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.020 [Epoch 40][Batch 639], Speed: 195.242 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 649], Speed: 188.674 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 659], Speed: 183.380 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 669], Speed: 187.423 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 679], Speed: 179.955 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 689], Speed: 187.191 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 699], Speed: 176.341 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 709], Speed: 187.564 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 719], Speed: 203.503 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.019 [Epoch 40][Batch 729], Speed: 189.935 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 40][Batch 739], Speed: 190.856 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 749], Speed: 193.216 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 759], Speed: 189.519 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 769], Speed: 187.258 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 779], Speed: 192.731 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 789], Speed: 187.251 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 799], Speed: 193.603 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 809], Speed: 183.483 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 819], Speed: 188.364 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 829], Speed: 192.836 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 839], Speed: 191.263 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 40][Batch 849], Speed: 199.823 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 859], Speed: 178.158 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 869], Speed: 172.818 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 879], Speed: 188.688 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 889], Speed: 176.047 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 899], Speed: 181.593 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 909], Speed: 198.166 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 919], Speed: 190.939 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 929], Speed: 176.110 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 939], Speed: 183.928 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 949], Speed: 175.311 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 40][Batch 959], Speed: 185.485 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 969], Speed: 186.544 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 979], Speed: 174.337 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 989], Speed: 178.420 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 999], Speed: 183.562 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 1009], Speed: 188.300 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 1019], Speed: 193.650 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 1029], Speed: 187.829 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 1039], Speed: 171.409 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 1049], Speed: 196.073 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 40][Batch 1059], Speed: 189.585 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1069], Speed: 184.684 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1079], Speed: 194.250 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1089], Speed: 202.765 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1099], Speed: 180.895 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1109], Speed: 173.451 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1119], Speed: 171.859 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1129], Speed: 181.337 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1139], Speed: 183.088 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1149], Speed: 182.365 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1159], Speed: 187.783 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 40][Batch 1169], Speed: 188.117 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40][Batch 1179], Speed: 191.708 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40][Batch 1189], Speed: 183.467 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40][Batch 1199], Speed: 193.824 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40][Batch 1209], Speed: 163.174 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40][Batch 1219], Speed: 192.836 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40] Training cost: 646.617, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 40] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.266 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.082 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.285 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.364 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.132 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.603 person=36.7 bicycle=17.0 car=23.0 motorcycle=30.3 airplane=47.1 bus=47.1 train=50.3 truck=22.1 boat=11.5 traffic light=12.2 fire hydrant=52.4 stop sign=47.5 parking meter=31.2 bench=12.5 bird=20.0 cat=52.9 dog=46.5 horse=43.1 sheep=31.6 cow=33.8 elephant=51.2 bear=62.8 zebra=53.8 giraffe=55.5 backpack=5.3 umbrella=24.5 handbag=4.3 tie=16.7 suitcase=20.5 frisbee=36.5 skis=11.5 snowboard=12.9 sports ball=20.7 kite=20.6 baseball bat=11.0 baseball glove=19.5 skateboard=31.1 surfboard=19.2 tennis racket=27.8 bottle=19.2 wine glass=17.7 cup=23.5 fork=13.6 knife=4.5 spoon=3.9 bowl=24.7 banana=15.5 apple=10.1 sandwich=25.4 orange=20.3 broccoli=14.7 carrot=10.3 hot dog=19.0 pizza=35.3 donut=29.6 cake=22.1 chair=15.3 couch=31.6 potted plant=14.9 bed=23.0 dining table=16.3 toilet=49.9 tv=40.5 laptop=42.0 mouse=37.6 remote=9.9 keyboard=33.0 cell phone=18.1 microwave=37.5 oven=20.3 toaster=7.4 sink=21.2 refrigerator=36.7 book=2.6 clock=35.7 vase=22.7 scissors=15.7 teddy bear=30.3 hair drier=0.0 toothbrush=6.8 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =25.7 [Epoch 41][Batch 9], Speed: 82.093 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.014 [Epoch 41][Batch 19], Speed: 191.461 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=2.014 [Epoch 41][Batch 29], Speed: 187.367 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.231, HeatmapFocal=2.014 [Epoch 41][Batch 39], Speed: 188.525 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.230, HeatmapFocal=2.014 [Epoch 41][Batch 49], Speed: 197.149 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 59], Speed: 202.907 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 69], Speed: 202.926 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 79], Speed: 191.517 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 89], Speed: 196.598 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 99], Speed: 193.315 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 109], Speed: 188.643 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 119], Speed: 196.129 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 129], Speed: 179.203 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 139], Speed: 179.136 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 149], Speed: 188.840 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.013 [Epoch 41][Batch 159], Speed: 173.121 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.012 [Epoch 41][Batch 169], Speed: 178.876 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.012 [Epoch 41][Batch 179], Speed: 197.377 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 189], Speed: 198.300 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 199], Speed: 181.618 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 209], Speed: 193.988 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 219], Speed: 189.160 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 229], Speed: 193.133 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 239], Speed: 189.598 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 41][Batch 249], Speed: 188.240 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.012 [Epoch 41][Batch 259], Speed: 181.491 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.012 [Epoch 41][Batch 269], Speed: 184.960 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 41][Batch 279], Speed: 192.373 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 289], Speed: 185.844 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 299], Speed: 192.804 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 309], Speed: 189.607 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 319], Speed: 173.532 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 329], Speed: 190.118 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 339], Speed: 193.137 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 349], Speed: 191.613 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 359], Speed: 195.936 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.011 [Epoch 41][Batch 369], Speed: 203.165 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 379], Speed: 189.608 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 389], Speed: 183.265 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 41][Batch 399], Speed: 190.379 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 41][Batch 409], Speed: 180.288 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 41][Batch 419], Speed: 190.757 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 41][Batch 429], Speed: 183.653 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 439], Speed: 176.891 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 449], Speed: 184.862 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 459], Speed: 169.459 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 469], Speed: 201.887 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.010 [Epoch 41][Batch 479], Speed: 194.470 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 489], Speed: 201.969 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 499], Speed: 181.409 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 509], Speed: 185.136 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 519], Speed: 187.402 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 529], Speed: 174.417 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 539], Speed: 173.855 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 549], Speed: 202.631 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 559], Speed: 189.811 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 569], Speed: 188.992 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 579], Speed: 191.480 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.009 [Epoch 41][Batch 589], Speed: 193.713 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 599], Speed: 184.461 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 609], Speed: 202.631 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 619], Speed: 185.245 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 629], Speed: 180.969 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 639], Speed: 192.551 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 649], Speed: 178.987 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 659], Speed: 188.535 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 669], Speed: 181.130 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 679], Speed: 180.774 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 689], Speed: 183.339 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.008 [Epoch 41][Batch 699], Speed: 191.662 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 709], Speed: 192.498 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 719], Speed: 187.572 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 729], Speed: 199.799 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 739], Speed: 176.530 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 749], Speed: 168.626 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 759], Speed: 187.981 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 769], Speed: 188.889 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 779], Speed: 192.450 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 789], Speed: 199.597 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 799], Speed: 188.306 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.007 [Epoch 41][Batch 809], Speed: 175.975 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 819], Speed: 180.221 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 829], Speed: 188.248 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 839], Speed: 195.744 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 849], Speed: 202.809 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 859], Speed: 172.531 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 869], Speed: 181.519 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 879], Speed: 189.447 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 889], Speed: 190.704 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 899], Speed: 189.297 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 909], Speed: 193.412 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.006 [Epoch 41][Batch 919], Speed: 173.280 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 929], Speed: 164.794 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 939], Speed: 188.377 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 949], Speed: 196.453 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 959], Speed: 181.961 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 969], Speed: 201.893 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 979], Speed: 176.910 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 989], Speed: 191.479 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 999], Speed: 191.951 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 1009], Speed: 189.652 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 1019], Speed: 179.930 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.005 [Epoch 41][Batch 1029], Speed: 196.713 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1039], Speed: 169.812 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1049], Speed: 193.035 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1059], Speed: 176.323 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1069], Speed: 186.394 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1079], Speed: 186.773 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1089], Speed: 200.062 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1099], Speed: 194.251 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1109], Speed: 213.862 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1119], Speed: 190.267 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1129], Speed: 193.624 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 41][Batch 1139], Speed: 189.309 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1149], Speed: 176.632 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.003 [Epoch 41][Batch 1159], Speed: 187.309 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1169], Speed: 182.063 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1179], Speed: 199.612 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1189], Speed: 174.429 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1199], Speed: 177.874 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1209], Speed: 189.888 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41][Batch 1219], Speed: 184.321 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 41] Training cost: 642.412, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=2.003 [Epoch 42][Batch 9], Speed: 107.184 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.003 [Epoch 42][Batch 19], Speed: 183.279 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 42][Batch 29], Speed: 167.376 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 42][Batch 39], Speed: 187.396 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 42][Batch 49], Speed: 188.466 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 42][Batch 59], Speed: 203.513 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 42][Batch 69], Speed: 194.084 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 42][Batch 79], Speed: 177.104 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 42][Batch 89], Speed: 194.825 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 42][Batch 99], Speed: 184.203 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 42][Batch 109], Speed: 191.020 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 42][Batch 119], Speed: 193.320 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 42][Batch 129], Speed: 210.802 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 42][Batch 139], Speed: 192.748 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 149], Speed: 185.140 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 159], Speed: 180.959 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 169], Speed: 196.035 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 179], Speed: 192.819 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 189], Speed: 194.193 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 199], Speed: 187.998 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 209], Speed: 182.884 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 219], Speed: 190.653 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 229], Speed: 208.094 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 239], Speed: 176.013 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.001 [Epoch 42][Batch 249], Speed: 190.779 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 259], Speed: 192.866 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 269], Speed: 177.936 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 279], Speed: 196.528 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 289], Speed: 200.291 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 299], Speed: 188.167 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 309], Speed: 200.687 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 319], Speed: 191.810 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 329], Speed: 189.246 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 339], Speed: 195.784 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 349], Speed: 205.392 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.000 [Epoch 42][Batch 359], Speed: 185.114 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 369], Speed: 204.754 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 379], Speed: 173.712 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 389], Speed: 190.736 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 399], Speed: 189.118 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 409], Speed: 193.920 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 419], Speed: 189.658 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 429], Speed: 192.655 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 439], Speed: 180.078 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 449], Speed: 177.974 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 459], Speed: 193.925 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.999 [Epoch 42][Batch 469], Speed: 196.136 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 479], Speed: 192.019 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 489], Speed: 201.352 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 499], Speed: 184.898 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 509], Speed: 187.851 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 519], Speed: 188.101 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 529], Speed: 193.682 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 539], Speed: 196.569 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 549], Speed: 192.925 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 559], Speed: 189.257 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 569], Speed: 180.502 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 579], Speed: 185.638 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.998 [Epoch 42][Batch 589], Speed: 188.044 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 599], Speed: 187.350 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 609], Speed: 193.705 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 619], Speed: 190.697 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 629], Speed: 184.316 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 639], Speed: 193.104 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 649], Speed: 181.600 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 659], Speed: 189.147 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 669], Speed: 184.026 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 679], Speed: 182.640 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 689], Speed: 189.238 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 42][Batch 699], Speed: 184.900 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 709], Speed: 192.565 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 719], Speed: 195.063 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 729], Speed: 183.960 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 739], Speed: 181.944 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 749], Speed: 185.646 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 759], Speed: 182.072 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 769], Speed: 192.892 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 779], Speed: 192.286 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 789], Speed: 192.752 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 799], Speed: 183.101 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 42][Batch 809], Speed: 165.205 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 819], Speed: 187.697 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 829], Speed: 196.668 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 839], Speed: 185.445 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 849], Speed: 191.400 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 859], Speed: 190.753 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 869], Speed: 176.780 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 879], Speed: 170.105 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 889], Speed: 191.802 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 899], Speed: 200.707 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 909], Speed: 197.951 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 919], Speed: 190.950 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 42][Batch 929], Speed: 185.729 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 939], Speed: 189.817 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 949], Speed: 181.062 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 959], Speed: 178.108 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 969], Speed: 194.818 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 979], Speed: 179.106 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 989], Speed: 184.891 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 999], Speed: 181.249 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 1009], Speed: 185.032 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 1019], Speed: 183.648 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 1029], Speed: 200.223 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 42][Batch 1039], Speed: 188.689 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1049], Speed: 191.140 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1059], Speed: 175.816 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1069], Speed: 202.959 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1079], Speed: 189.797 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1089], Speed: 183.395 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1099], Speed: 196.800 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1109], Speed: 180.737 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1119], Speed: 190.839 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1129], Speed: 182.720 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1139], Speed: 183.113 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1149], Speed: 184.147 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 42][Batch 1159], Speed: 183.230 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42][Batch 1169], Speed: 183.480 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42][Batch 1179], Speed: 182.717 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42][Batch 1189], Speed: 204.648 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42][Batch 1199], Speed: 194.131 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42][Batch 1209], Speed: 192.255 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42][Batch 1219], Speed: 182.256 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 42] Training cost: 640.741, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 43][Batch 9], Speed: 72.045 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=1.992 [Epoch 43][Batch 19], Speed: 177.384 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.992 [Epoch 43][Batch 29], Speed: 179.454 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 43][Batch 39], Speed: 189.307 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.230, HeatmapFocal=1.992 [Epoch 43][Batch 49], Speed: 192.507 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 59], Speed: 202.223 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.991 [Epoch 43][Batch 69], Speed: 207.573 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.991 [Epoch 43][Batch 79], Speed: 189.807 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.991 [Epoch 43][Batch 89], Speed: 182.434 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=1.991 [Epoch 43][Batch 99], Speed: 185.021 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=1.991 [Epoch 43][Batch 109], Speed: 185.565 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 119], Speed: 196.848 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 129], Speed: 209.296 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 139], Speed: 172.400 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 149], Speed: 181.880 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 159], Speed: 191.627 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 43][Batch 169], Speed: 179.739 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 179], Speed: 192.947 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 189], Speed: 183.516 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 199], Speed: 181.992 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 209], Speed: 178.986 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 219], Speed: 195.447 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 229], Speed: 185.143 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 239], Speed: 193.574 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 249], Speed: 194.974 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 259], Speed: 202.490 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 269], Speed: 175.992 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 43][Batch 279], Speed: 176.556 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 289], Speed: 191.738 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 299], Speed: 177.004 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 309], Speed: 202.643 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 319], Speed: 187.371 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 329], Speed: 201.934 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 339], Speed: 192.126 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 349], Speed: 189.501 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 359], Speed: 177.264 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 369], Speed: 197.790 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 379], Speed: 195.964 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 43][Batch 389], Speed: 174.833 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 399], Speed: 190.712 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 409], Speed: 193.177 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 419], Speed: 179.359 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 429], Speed: 202.094 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 439], Speed: 178.400 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 449], Speed: 183.045 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 459], Speed: 188.112 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 469], Speed: 189.412 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 479], Speed: 180.645 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 489], Speed: 186.638 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 499], Speed: 188.020 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.988 [Epoch 43][Batch 509], Speed: 195.234 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 519], Speed: 173.318 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 529], Speed: 186.922 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 539], Speed: 185.589 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 549], Speed: 201.837 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 559], Speed: 184.983 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 569], Speed: 189.848 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 579], Speed: 189.569 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 589], Speed: 189.440 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 599], Speed: 185.792 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 609], Speed: 197.947 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 619], Speed: 178.826 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.987 [Epoch 43][Batch 629], Speed: 187.488 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 639], Speed: 194.576 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 649], Speed: 192.710 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 659], Speed: 193.113 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 669], Speed: 192.475 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 679], Speed: 176.951 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 689], Speed: 197.817 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 699], Speed: 177.756 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 709], Speed: 186.985 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 719], Speed: 180.117 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 729], Speed: 192.796 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.986 [Epoch 43][Batch 739], Speed: 185.137 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 749], Speed: 183.545 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 759], Speed: 175.295 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 769], Speed: 181.569 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 779], Speed: 178.716 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 789], Speed: 202.723 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 799], Speed: 185.005 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 809], Speed: 191.776 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 819], Speed: 188.299 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 829], Speed: 182.572 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 839], Speed: 189.220 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 849], Speed: 197.699 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.985 [Epoch 43][Batch 859], Speed: 182.645 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 869], Speed: 193.514 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 879], Speed: 189.314 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 889], Speed: 186.824 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 899], Speed: 184.057 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 909], Speed: 202.015 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 919], Speed: 192.676 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 929], Speed: 191.954 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 939], Speed: 189.288 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 949], Speed: 196.294 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 959], Speed: 202.224 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 969], Speed: 179.702 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.984 [Epoch 43][Batch 979], Speed: 191.415 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 989], Speed: 201.899 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 999], Speed: 182.575 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1009], Speed: 175.756 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1019], Speed: 180.271 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1029], Speed: 196.386 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1039], Speed: 155.019 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1049], Speed: 173.273 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1059], Speed: 187.200 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1069], Speed: 194.577 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1079], Speed: 180.051 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1089], Speed: 186.842 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1099], Speed: 179.670 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.983 [Epoch 43][Batch 1109], Speed: 184.444 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1119], Speed: 180.703 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1129], Speed: 178.296 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1139], Speed: 189.527 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1149], Speed: 186.127 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1159], Speed: 187.124 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1169], Speed: 188.221 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1179], Speed: 175.154 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1189], Speed: 171.174 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1199], Speed: 182.126 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1209], Speed: 186.567 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43][Batch 1219], Speed: 192.806 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 43] Training cost: 647.021, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=1.982 [Epoch 44][Batch 9], Speed: 103.390 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 19], Speed: 176.037 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 29], Speed: 181.537 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 39], Speed: 190.529 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 49], Speed: 192.535 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 59], Speed: 196.696 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 69], Speed: 203.847 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 79], Speed: 182.760 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 89], Speed: 196.029 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 99], Speed: 198.478 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 44][Batch 109], Speed: 189.198 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.981 [Epoch 44][Batch 119], Speed: 185.790 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 129], Speed: 186.344 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 139], Speed: 191.859 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 149], Speed: 186.248 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 159], Speed: 185.588 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 169], Speed: 179.885 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 179], Speed: 182.946 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 189], Speed: 201.860 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 199], Speed: 189.111 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 209], Speed: 192.578 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 219], Speed: 199.440 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 229], Speed: 193.977 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.980 [Epoch 44][Batch 239], Speed: 188.828 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 249], Speed: 190.914 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 259], Speed: 184.723 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 269], Speed: 188.583 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 279], Speed: 188.923 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 289], Speed: 188.766 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 299], Speed: 193.966 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 309], Speed: 187.428 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 319], Speed: 182.893 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 329], Speed: 195.673 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 339], Speed: 193.409 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 349], Speed: 188.374 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.979 [Epoch 44][Batch 359], Speed: 174.762 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 369], Speed: 196.648 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 379], Speed: 186.733 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 389], Speed: 184.347 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 399], Speed: 186.758 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 409], Speed: 186.203 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 419], Speed: 186.565 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 429], Speed: 203.445 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 439], Speed: 179.699 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 449], Speed: 184.919 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 459], Speed: 186.532 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 469], Speed: 179.700 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 44][Batch 479], Speed: 190.588 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 489], Speed: 199.831 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 499], Speed: 181.357 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 509], Speed: 182.515 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 519], Speed: 185.818 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 529], Speed: 192.681 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 539], Speed: 196.437 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 549], Speed: 203.678 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 559], Speed: 181.396 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 569], Speed: 186.678 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 579], Speed: 183.681 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 589], Speed: 180.044 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.977 [Epoch 44][Batch 599], Speed: 184.589 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 609], Speed: 195.746 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 619], Speed: 194.650 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 629], Speed: 186.771 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 639], Speed: 188.258 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 649], Speed: 167.087 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 659], Speed: 179.971 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 669], Speed: 196.359 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 679], Speed: 181.965 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 689], Speed: 174.346 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 699], Speed: 189.034 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 709], Speed: 185.186 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 719], Speed: 180.569 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=1.976 [Epoch 44][Batch 729], Speed: 191.881 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 739], Speed: 180.921 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 749], Speed: 185.771 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 759], Speed: 185.310 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 769], Speed: 177.672 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 779], Speed: 186.476 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 789], Speed: 188.700 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 799], Speed: 191.981 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 809], Speed: 182.642 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 819], Speed: 196.955 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 829], Speed: 190.777 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 839], Speed: 195.138 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.975 [Epoch 44][Batch 849], Speed: 191.028 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 859], Speed: 179.019 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 869], Speed: 184.290 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 879], Speed: 187.339 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 889], Speed: 192.561 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 899], Speed: 192.179 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 909], Speed: 190.714 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 919], Speed: 187.018 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 929], Speed: 184.959 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 939], Speed: 176.203 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 949], Speed: 193.576 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 959], Speed: 193.314 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.974 [Epoch 44][Batch 969], Speed: 189.983 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 979], Speed: 176.708 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 989], Speed: 187.232 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 999], Speed: 186.246 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1009], Speed: 192.515 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1019], Speed: 178.967 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1029], Speed: 178.831 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1039], Speed: 186.963 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1049], Speed: 186.477 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1059], Speed: 181.598 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1069], Speed: 188.689 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1079], Speed: 183.051 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1089], Speed: 200.872 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.973 [Epoch 44][Batch 1099], Speed: 194.380 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1109], Speed: 184.088 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1119], Speed: 188.168 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1129], Speed: 171.895 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1139], Speed: 193.941 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1149], Speed: 185.830 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1159], Speed: 189.859 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1169], Speed: 176.964 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1179], Speed: 182.372 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1189], Speed: 184.236 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1199], Speed: 181.224 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1209], Speed: 179.606 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44][Batch 1219], Speed: 181.838 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.972 [Epoch 44] Training cost: 645.378, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 9], Speed: 83.198 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 19], Speed: 179.672 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 29], Speed: 200.585 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 39], Speed: 181.932 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 49], Speed: 186.914 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 59], Speed: 203.905 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 69], Speed: 198.421 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 79], Speed: 176.385 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 89], Speed: 191.958 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 99], Speed: 197.173 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 109], Speed: 181.843 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.971 [Epoch 45][Batch 119], Speed: 179.599 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 129], Speed: 207.365 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 139], Speed: 186.178 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 149], Speed: 179.861 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 159], Speed: 190.087 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 169], Speed: 200.178 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 179], Speed: 205.062 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 189], Speed: 177.887 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 199], Speed: 186.492 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 209], Speed: 182.224 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 219], Speed: 195.901 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 229], Speed: 191.555 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 239], Speed: 189.661 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.970 [Epoch 45][Batch 249], Speed: 199.296 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 259], Speed: 186.784 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 269], Speed: 184.641 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 279], Speed: 184.893 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 289], Speed: 193.439 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 299], Speed: 182.627 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 309], Speed: 197.171 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 319], Speed: 189.371 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 329], Speed: 178.406 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 339], Speed: 190.460 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 349], Speed: 182.834 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 359], Speed: 195.375 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.969 [Epoch 45][Batch 369], Speed: 201.673 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 379], Speed: 173.736 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 389], Speed: 185.153 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 399], Speed: 187.932 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 409], Speed: 192.457 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 419], Speed: 195.108 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 429], Speed: 190.910 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 439], Speed: 190.447 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 449], Speed: 182.927 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 459], Speed: 182.769 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 469], Speed: 190.727 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 479], Speed: 202.176 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.968 [Epoch 45][Batch 489], Speed: 203.471 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 499], Speed: 160.526 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 509], Speed: 169.584 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 519], Speed: 190.117 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 529], Speed: 183.010 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 539], Speed: 198.970 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 549], Speed: 187.003 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 559], Speed: 185.669 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 569], Speed: 184.175 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 579], Speed: 177.826 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 589], Speed: 192.726 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 599], Speed: 178.313 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 609], Speed: 192.833 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.967 [Epoch 45][Batch 619], Speed: 182.476 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 629], Speed: 184.026 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 639], Speed: 190.346 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 649], Speed: 191.881 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 659], Speed: 196.447 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 669], Speed: 178.513 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 679], Speed: 180.994 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 689], Speed: 180.966 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 699], Speed: 191.991 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 709], Speed: 182.570 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 719], Speed: 178.178 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 729], Speed: 185.451 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.966 [Epoch 45][Batch 739], Speed: 188.328 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 749], Speed: 189.138 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 759], Speed: 188.083 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 769], Speed: 173.133 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 779], Speed: 191.842 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 789], Speed: 180.567 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 799], Speed: 179.112 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 809], Speed: 186.779 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 819], Speed: 187.820 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 829], Speed: 193.587 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 839], Speed: 190.739 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 849], Speed: 203.705 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 859], Speed: 191.443 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 45][Batch 869], Speed: 178.075 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 879], Speed: 177.853 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 889], Speed: 190.462 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 899], Speed: 190.298 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 909], Speed: 198.549 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 919], Speed: 181.390 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 929], Speed: 188.469 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 939], Speed: 189.342 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 949], Speed: 192.451 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 959], Speed: 182.684 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 969], Speed: 199.639 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 979], Speed: 179.972 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 989], Speed: 187.099 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.964 [Epoch 45][Batch 999], Speed: 186.625 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1009], Speed: 196.728 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1019], Speed: 185.242 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1029], Speed: 206.313 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1039], Speed: 193.664 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1049], Speed: 175.454 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1059], Speed: 191.234 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1069], Speed: 185.597 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1079], Speed: 191.588 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1089], Speed: 197.976 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1099], Speed: 178.421 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1109], Speed: 176.041 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1119], Speed: 195.664 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.963 [Epoch 45][Batch 1129], Speed: 182.998 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1139], Speed: 203.754 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1149], Speed: 183.951 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1159], Speed: 182.779 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1169], Speed: 186.575 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1179], Speed: 189.838 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1189], Speed: 187.972 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1199], Speed: 187.308 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1209], Speed: 181.994 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45][Batch 1219], Speed: 198.679 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 45] Training cost: 644.839, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.962 [Epoch 46][Batch 9], Speed: 79.395 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=1.962 [Epoch 46][Batch 19], Speed: 195.477 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 46][Batch 29], Speed: 181.755 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=1.962 [Epoch 46][Batch 39], Speed: 196.614 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 46][Batch 49], Speed: 190.475 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 46][Batch 59], Speed: 202.156 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 46][Batch 69], Speed: 206.926 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 46][Batch 79], Speed: 187.637 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 89], Speed: 183.601 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 99], Speed: 177.682 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 109], Speed: 187.886 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 119], Speed: 192.491 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 129], Speed: 206.952 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 139], Speed: 198.512 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 149], Speed: 185.207 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.961 [Epoch 46][Batch 159], Speed: 179.448 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 169], Speed: 184.919 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 179], Speed: 195.608 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 189], Speed: 197.195 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 199], Speed: 182.913 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 209], Speed: 204.524 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 219], Speed: 178.651 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 229], Speed: 175.067 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 239], Speed: 192.727 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 249], Speed: 199.178 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 259], Speed: 184.603 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 269], Speed: 189.800 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 279], Speed: 176.854 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.960 [Epoch 46][Batch 289], Speed: 195.432 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 299], Speed: 188.646 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 309], Speed: 199.773 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 319], Speed: 168.252 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 329], Speed: 188.772 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 339], Speed: 182.697 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 349], Speed: 187.598 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 359], Speed: 200.863 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 369], Speed: 185.757 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 379], Speed: 190.596 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 389], Speed: 176.998 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 399], Speed: 195.235 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 409], Speed: 188.608 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.959 [Epoch 46][Batch 419], Speed: 200.770 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 429], Speed: 193.738 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 439], Speed: 172.871 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 449], Speed: 187.479 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 459], Speed: 188.364 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 469], Speed: 178.042 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 479], Speed: 197.411 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 489], Speed: 207.219 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 499], Speed: 171.710 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 509], Speed: 188.178 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 519], Speed: 189.508 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 529], Speed: 183.516 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 539], Speed: 203.278 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.958 [Epoch 46][Batch 549], Speed: 198.818 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 559], Speed: 168.513 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 569], Speed: 176.921 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 579], Speed: 181.342 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 589], Speed: 180.524 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 599], Speed: 187.029 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 609], Speed: 196.789 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 619], Speed: 186.272 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 629], Speed: 174.140 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 639], Speed: 169.538 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 649], Speed: 178.028 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 659], Speed: 192.104 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 669], Speed: 200.383 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.957 [Epoch 46][Batch 679], Speed: 171.983 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 689], Speed: 175.927 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 699], Speed: 180.813 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 709], Speed: 192.738 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 719], Speed: 193.687 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 729], Speed: 200.165 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 739], Speed: 187.064 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 749], Speed: 185.162 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 759], Speed: 173.171 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 769], Speed: 180.172 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 779], Speed: 197.278 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 789], Speed: 186.556 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 799], Speed: 189.389 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.956 [Epoch 46][Batch 809], Speed: 185.790 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 819], Speed: 182.017 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 829], Speed: 200.709 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 839], Speed: 193.875 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 849], Speed: 195.530 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 859], Speed: 190.948 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 869], Speed: 168.374 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 879], Speed: 185.377 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 889], Speed: 185.776 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 899], Speed: 200.568 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 909], Speed: 203.394 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 919], Speed: 185.207 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 929], Speed: 178.409 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.955 [Epoch 46][Batch 939], Speed: 182.347 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 949], Speed: 175.883 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 959], Speed: 195.691 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 969], Speed: 192.869 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 979], Speed: 177.845 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 989], Speed: 188.720 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 999], Speed: 187.051 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1009], Speed: 190.310 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1019], Speed: 198.691 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1029], Speed: 195.016 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1039], Speed: 184.514 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1049], Speed: 174.954 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1059], Speed: 173.860 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1069], Speed: 194.033 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.954 [Epoch 46][Batch 1079], Speed: 191.953 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1089], Speed: 195.554 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1099], Speed: 192.620 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1109], Speed: 187.861 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1119], Speed: 172.741 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1129], Speed: 179.953 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1139], Speed: 192.999 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1149], Speed: 185.418 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1159], Speed: 186.889 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1169], Speed: 176.773 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1179], Speed: 188.656 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1189], Speed: 194.896 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1199], Speed: 186.515 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.953 [Epoch 46][Batch 1209], Speed: 203.024 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 46][Batch 1219], Speed: 203.644 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 46] Training cost: 645.508, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 47][Batch 9], Speed: 77.603 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 47][Batch 19], Speed: 190.311 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 47][Batch 29], Speed: 191.213 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.230, HeatmapFocal=1.952 [Epoch 47][Batch 39], Speed: 188.159 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.952 [Epoch 47][Batch 49], Speed: 194.278 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=1.952 [Epoch 47][Batch 59], Speed: 195.362 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 47][Batch 69], Speed: 207.057 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 47][Batch 79], Speed: 190.824 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 47][Batch 89], Speed: 182.589 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.952 [Epoch 47][Batch 99], Speed: 185.865 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 47][Batch 109], Speed: 192.466 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 47][Batch 119], Speed: 187.060 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 129], Speed: 208.681 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 139], Speed: 172.411 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 149], Speed: 192.434 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 159], Speed: 186.948 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 169], Speed: 185.257 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 179], Speed: 182.619 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 189], Speed: 195.822 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 199], Speed: 174.573 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 209], Speed: 168.492 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 219], Speed: 181.775 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 229], Speed: 204.118 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 239], Speed: 172.104 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.951 [Epoch 47][Batch 249], Speed: 197.948 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 259], Speed: 180.678 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 269], Speed: 176.592 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 279], Speed: 194.879 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 289], Speed: 200.361 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 299], Speed: 190.301 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 309], Speed: 195.391 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 319], Speed: 182.309 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 329], Speed: 196.068 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 339], Speed: 179.763 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 349], Speed: 205.730 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 359], Speed: 185.109 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 369], Speed: 191.376 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.950 [Epoch 47][Batch 379], Speed: 176.841 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 389], Speed: 173.015 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 399], Speed: 173.612 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 409], Speed: 184.010 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 419], Speed: 177.707 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 429], Speed: 198.484 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 439], Speed: 169.369 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 449], Speed: 180.833 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 459], Speed: 170.714 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 469], Speed: 188.955 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 479], Speed: 179.649 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 489], Speed: 194.344 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 499], Speed: 181.048 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.949 [Epoch 47][Batch 509], Speed: 184.153 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 519], Speed: 189.321 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 529], Speed: 175.738 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 539], Speed: 185.929 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 549], Speed: 199.150 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 559], Speed: 180.480 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 569], Speed: 183.177 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 579], Speed: 176.331 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 589], Speed: 191.483 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 599], Speed: 185.097 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 609], Speed: 195.697 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 619], Speed: 187.775 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 629], Speed: 194.872 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.948 [Epoch 47][Batch 639], Speed: 185.157 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 649], Speed: 181.232 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 659], Speed: 185.798 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 669], Speed: 193.333 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 679], Speed: 183.857 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 689], Speed: 195.675 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 699], Speed: 186.124 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 709], Speed: 195.264 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 719], Speed: 179.895 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 729], Speed: 196.098 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 739], Speed: 185.852 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 749], Speed: 174.612 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 759], Speed: 184.155 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 769], Speed: 189.496 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 47][Batch 779], Speed: 177.213 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 789], Speed: 197.157 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 799], Speed: 189.440 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 809], Speed: 185.173 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 819], Speed: 191.007 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 829], Speed: 177.482 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 839], Speed: 193.880 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 849], Speed: 195.861 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 859], Speed: 173.394 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 869], Speed: 182.736 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 879], Speed: 192.625 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 889], Speed: 192.253 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 899], Speed: 191.108 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.946 [Epoch 47][Batch 909], Speed: 181.178 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 919], Speed: 177.178 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 929], Speed: 182.910 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 939], Speed: 189.606 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 949], Speed: 190.789 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 959], Speed: 177.456 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 969], Speed: 197.451 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 979], Speed: 189.891 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 989], Speed: 181.914 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 999], Speed: 184.529 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 1009], Speed: 186.039 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 1019], Speed: 190.340 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 1029], Speed: 191.905 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 1039], Speed: 176.020 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.945 [Epoch 47][Batch 1049], Speed: 189.337 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1059], Speed: 196.732 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1069], Speed: 187.764 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1079], Speed: 175.604 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1089], Speed: 194.915 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1099], Speed: 177.227 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1109], Speed: 176.658 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1119], Speed: 186.847 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1129], Speed: 185.516 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1139], Speed: 188.472 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1149], Speed: 179.994 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1159], Speed: 189.974 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1169], Speed: 182.453 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1179], Speed: 186.402 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.944 [Epoch 47][Batch 1189], Speed: 185.134 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 47][Batch 1199], Speed: 191.082 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 47][Batch 1209], Speed: 194.697 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 47][Batch 1219], Speed: 181.153 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 47] Training cost: 643.868, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 9], Speed: 87.687 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=1.943 [Epoch 48][Batch 19], Speed: 188.864 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=1.943 [Epoch 48][Batch 29], Speed: 182.607 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.943 [Epoch 48][Batch 39], Speed: 190.015 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 49], Speed: 183.430 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 59], Speed: 189.982 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 69], Speed: 207.064 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 79], Speed: 172.872 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 89], Speed: 197.774 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.943 [Epoch 48][Batch 99], Speed: 197.281 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 109], Speed: 192.488 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 119], Speed: 188.292 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 129], Speed: 196.415 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 139], Speed: 196.647 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 149], Speed: 167.027 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 159], Speed: 177.268 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 169], Speed: 189.565 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 179], Speed: 185.596 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 48][Batch 189], Speed: 202.656 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 199], Speed: 181.636 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 209], Speed: 183.107 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 48][Batch 219], Speed: 181.732 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 48][Batch 229], Speed: 185.318 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.942 [Epoch 48][Batch 239], Speed: 194.550 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 249], Speed: 197.214 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 259], Speed: 178.681 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 269], Speed: 186.814 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 279], Speed: 182.100 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 289], Speed: 177.286 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 299], Speed: 196.137 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 309], Speed: 204.411 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 319], Speed: 194.831 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 329], Speed: 188.469 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 339], Speed: 198.386 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 349], Speed: 197.695 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 359], Speed: 194.088 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.941 [Epoch 48][Batch 369], Speed: 205.293 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 379], Speed: 179.394 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 389], Speed: 188.506 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 399], Speed: 187.231 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 409], Speed: 185.493 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 419], Speed: 189.132 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 429], Speed: 178.989 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 439], Speed: 184.935 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 449], Speed: 185.764 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 459], Speed: 203.937 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 469], Speed: 186.750 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 479], Speed: 194.342 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 489], Speed: 195.133 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.940 [Epoch 48][Batch 499], Speed: 190.725 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 48][Batch 509], Speed: 188.806 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 519], Speed: 185.451 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 529], Speed: 190.100 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 539], Speed: 191.816 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 549], Speed: 194.242 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 559], Speed: 169.126 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 569], Speed: 184.605 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 579], Speed: 178.138 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 589], Speed: 185.981 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 599], Speed: 190.240 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 609], Speed: 196.666 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 619], Speed: 167.886 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 629], Speed: 181.902 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 639], Speed: 190.391 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 48][Batch 649], Speed: 185.054 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 659], Speed: 189.962 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 669], Speed: 181.220 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 679], Speed: 172.885 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 689], Speed: 182.922 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 699], Speed: 189.373 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 709], Speed: 197.626 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 719], Speed: 202.349 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 729], Speed: 178.344 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 739], Speed: 199.708 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 749], Speed: 186.713 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 759], Speed: 188.947 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 769], Speed: 197.976 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 779], Speed: 197.789 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 48][Batch 789], Speed: 195.719 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 799], Speed: 186.517 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 809], Speed: 169.247 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 819], Speed: 191.519 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 829], Speed: 183.233 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 839], Speed: 192.219 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 849], Speed: 185.047 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 859], Speed: 185.260 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 869], Speed: 182.100 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 879], Speed: 175.019 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 889], Speed: 187.550 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 899], Speed: 202.817 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 909], Speed: 199.130 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 919], Speed: 183.672 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 48][Batch 929], Speed: 175.539 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 939], Speed: 190.738 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 949], Speed: 188.184 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 959], Speed: 197.485 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 969], Speed: 183.153 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 979], Speed: 193.056 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 989], Speed: 189.696 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 999], Speed: 175.647 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1009], Speed: 194.243 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1019], Speed: 198.277 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1029], Speed: 196.846 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1039], Speed: 183.932 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1049], Speed: 185.673 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1059], Speed: 183.385 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 48][Batch 1069], Speed: 191.395 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1079], Speed: 195.326 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1089], Speed: 198.384 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1099], Speed: 197.054 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1109], Speed: 183.089 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1119], Speed: 194.238 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1129], Speed: 189.814 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1139], Speed: 199.622 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1149], Speed: 211.307 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1159], Speed: 199.561 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1169], Speed: 184.671 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1179], Speed: 191.330 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1189], Speed: 200.752 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1199], Speed: 182.262 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1209], Speed: 179.834 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 48][Batch 1219], Speed: 209.656 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 48] Training cost: 642.555, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 9], Speed: 78.465 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 19], Speed: 173.700 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.934 [Epoch 49][Batch 29], Speed: 189.876 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.934 [Epoch 49][Batch 39], Speed: 184.578 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 49], Speed: 196.968 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 59], Speed: 200.895 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 69], Speed: 209.269 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 79], Speed: 171.481 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 89], Speed: 181.628 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 99], Speed: 201.294 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 109], Speed: 186.233 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 119], Speed: 192.780 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 49][Batch 129], Speed: 192.082 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 139], Speed: 190.591 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 149], Speed: 188.685 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 159], Speed: 190.542 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 169], Speed: 190.564 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 179], Speed: 188.649 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 189], Speed: 197.589 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 199], Speed: 173.052 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 209], Speed: 179.229 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 219], Speed: 189.858 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 229], Speed: 205.252 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 239], Speed: 190.065 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 249], Speed: 206.883 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 259], Speed: 167.595 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 49][Batch 269], Speed: 187.950 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 279], Speed: 188.207 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 289], Speed: 201.511 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 299], Speed: 195.627 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 309], Speed: 204.027 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 319], Speed: 174.935 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 329], Speed: 185.626 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 339], Speed: 187.784 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 349], Speed: 188.471 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 359], Speed: 185.933 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 369], Speed: 207.637 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 379], Speed: 179.291 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 389], Speed: 172.969 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 399], Speed: 194.070 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 49][Batch 409], Speed: 179.302 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 419], Speed: 197.488 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 429], Speed: 206.603 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 439], Speed: 186.181 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 449], Speed: 184.728 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 459], Speed: 194.030 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 469], Speed: 179.061 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 479], Speed: 191.234 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 489], Speed: 201.649 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 499], Speed: 185.749 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 509], Speed: 190.050 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 519], Speed: 189.217 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 529], Speed: 173.328 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 539], Speed: 193.006 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 549], Speed: 202.030 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 49][Batch 559], Speed: 169.301 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 569], Speed: 179.135 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 579], Speed: 184.430 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 589], Speed: 191.961 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.930 [Epoch 49][Batch 599], Speed: 192.094 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.930 [Epoch 49][Batch 609], Speed: 208.096 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.930 [Epoch 49][Batch 619], Speed: 175.879 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 629], Speed: 173.625 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 639], Speed: 178.056 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 649], Speed: 192.300 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 659], Speed: 178.650 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 669], Speed: 206.099 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 679], Speed: 175.397 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 689], Speed: 174.919 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 49][Batch 699], Speed: 179.063 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 709], Speed: 191.439 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 719], Speed: 185.517 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 729], Speed: 194.624 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 739], Speed: 185.445 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 749], Speed: 174.936 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 759], Speed: 186.072 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 769], Speed: 189.724 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.929 [Epoch 49][Batch 779], Speed: 190.831 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 789], Speed: 191.440 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 799], Speed: 181.201 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 809], Speed: 177.318 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 819], Speed: 186.352 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 829], Speed: 189.849 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 839], Speed: 186.001 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 49][Batch 849], Speed: 186.405 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 49][Batch 859], Speed: 165.999 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 869], Speed: 183.593 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 879], Speed: 186.546 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 889], Speed: 178.992 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 899], Speed: 188.910 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 909], Speed: 196.270 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 919], Speed: 182.413 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 929], Speed: 169.991 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 939], Speed: 183.629 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 949], Speed: 199.926 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 959], Speed: 182.786 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 969], Speed: 185.196 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 979], Speed: 178.063 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 989], Speed: 175.197 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.928 [Epoch 49][Batch 999], Speed: 182.633 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1009], Speed: 194.335 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1019], Speed: 187.751 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1029], Speed: 197.524 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1039], Speed: 177.474 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1049], Speed: 169.848 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1059], Speed: 193.980 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1069], Speed: 180.120 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1079], Speed: 173.967 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1089], Speed: 196.709 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1099], Speed: 170.316 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1109], Speed: 178.172 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1119], Speed: 191.025 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1129], Speed: 178.470 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1139], Speed: 204.626 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.927 [Epoch 49][Batch 1149], Speed: 189.999 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1159], Speed: 191.147 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1169], Speed: 173.157 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1179], Speed: 187.548 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1189], Speed: 189.927 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1199], Speed: 178.448 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1209], Speed: 179.275 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49][Batch 1219], Speed: 194.771 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 49] Training cost: 650.828, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 50][Batch 9], Speed: 84.020 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 50][Batch 19], Speed: 184.158 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 50][Batch 29], Speed: 190.333 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=1.926 [Epoch 50][Batch 39], Speed: 181.255 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 50][Batch 49], Speed: 181.704 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 50][Batch 59], Speed: 185.740 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 50][Batch 69], Speed: 207.971 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 50][Batch 79], Speed: 191.775 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 89], Speed: 196.611 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 99], Speed: 188.941 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 109], Speed: 179.989 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 119], Speed: 189.874 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 129], Speed: 182.976 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 139], Speed: 177.523 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 149], Speed: 184.788 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 159], Speed: 191.150 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 169], Speed: 189.274 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 179], Speed: 191.868 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 50][Batch 189], Speed: 200.380 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 50][Batch 199], Speed: 175.239 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.925 [Epoch 50][Batch 209], Speed: 197.455 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.924 [Epoch 50][Batch 219], Speed: 188.736 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.924 [Epoch 50][Batch 229], Speed: 185.464 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.924 [Epoch 50][Batch 239], Speed: 192.129 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 249], Speed: 191.764 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.924 [Epoch 50][Batch 259], Speed: 180.352 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.924 [Epoch 50][Batch 269], Speed: 188.554 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.924 [Epoch 50][Batch 279], Speed: 170.950 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 289], Speed: 197.230 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 299], Speed: 190.368 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 309], Speed: 195.163 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 319], Speed: 178.294 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 329], Speed: 184.772 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 339], Speed: 180.680 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 349], Speed: 183.056 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 50][Batch 359], Speed: 194.784 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 369], Speed: 202.877 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 379], Speed: 189.517 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 389], Speed: 176.064 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 399], Speed: 190.134 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 409], Speed: 197.200 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 419], Speed: 179.328 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 429], Speed: 205.923 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 439], Speed: 176.672 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 449], Speed: 177.374 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 459], Speed: 194.522 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 469], Speed: 184.353 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 479], Speed: 173.868 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 489], Speed: 200.797 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 499], Speed: 187.164 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 50][Batch 509], Speed: 184.843 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 519], Speed: 187.136 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 529], Speed: 192.928 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 539], Speed: 186.617 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 549], Speed: 192.324 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 559], Speed: 191.923 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 569], Speed: 190.352 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 579], Speed: 187.055 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 589], Speed: 193.065 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 599], Speed: 200.154 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 609], Speed: 186.573 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 619], Speed: 179.043 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 629], Speed: 186.570 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 639], Speed: 189.675 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 50][Batch 649], Speed: 187.849 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 659], Speed: 182.471 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 669], Speed: 200.333 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 679], Speed: 193.997 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 689], Speed: 186.062 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 699], Speed: 188.108 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 709], Speed: 192.727 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 719], Speed: 192.989 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 729], Speed: 199.298 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 739], Speed: 193.818 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 749], Speed: 186.653 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 759], Speed: 177.733 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 769], Speed: 192.629 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 779], Speed: 192.913 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 789], Speed: 193.702 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 50][Batch 799], Speed: 168.575 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 809], Speed: 176.828 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 819], Speed: 189.898 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 829], Speed: 187.585 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 839], Speed: 190.502 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 849], Speed: 201.525 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 859], Speed: 199.228 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 869], Speed: 185.468 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 879], Speed: 188.142 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 889], Speed: 176.743 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 899], Speed: 194.789 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 909], Speed: 180.662 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 919], Speed: 186.864 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 929], Speed: 175.836 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.920 [Epoch 50][Batch 939], Speed: 190.271 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 50][Batch 949], Speed: 195.331 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 50][Batch 959], Speed: 187.796 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 50][Batch 969], Speed: 180.800 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 50][Batch 979], Speed: 195.390 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 989], Speed: 185.191 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 999], Speed: 183.914 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1009], Speed: 176.420 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1019], Speed: 195.017 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1029], Speed: 176.185 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1039], Speed: 183.878 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1049], Speed: 185.237 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1059], Speed: 186.458 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1069], Speed: 177.554 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1079], Speed: 190.943 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1089], Speed: 197.730 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.919 [Epoch 50][Batch 1099], Speed: 177.545 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1109], Speed: 186.958 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1119], Speed: 176.229 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1129], Speed: 187.181 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1139], Speed: 166.558 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1149], Speed: 202.131 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1159], Speed: 184.137 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1169], Speed: 179.144 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1179], Speed: 187.094 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1189], Speed: 180.286 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1199], Speed: 188.306 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1209], Speed: 191.832 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50][Batch 1219], Speed: 210.179 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50] Training cost: 645.034, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.918 [Epoch 50] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.084 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.247 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.615 person=37.4 bicycle=18.9 car=23.5 motorcycle=27.7 airplane=48.0 bus=47.1 train=49.1 truck=20.6 boat=11.8 traffic light=11.9 fire hydrant=51.7 stop sign=49.9 parking meter=26.7 bench=14.1 bird=19.1 cat=56.8 dog=45.5 horse=44.2 sheep=34.4 cow=36.4 elephant=50.1 bear=57.7 zebra=54.8 giraffe=57.9 backpack=6.0 umbrella=24.9 handbag=4.3 tie=15.4 suitcase=22.8 frisbee=41.6 skis=12.4 snowboard=16.7 sports ball=21.8 kite=23.1 baseball bat=14.2 baseball glove=21.5 skateboard=34.4 surfboard=20.5 tennis racket=27.6 bottle=18.9 wine glass=18.2 cup=25.0 fork=13.8 knife=5.3 spoon=4.7 bowl=27.0 banana=15.1 apple=9.0 sandwich=24.0 orange=21.0 broccoli=13.3 carrot=10.6 hot dog=23.3 pizza=35.8 donut=33.3 cake=22.6 chair=15.5 couch=32.7 potted plant=14.4 bed=26.8 dining table=17.0 toilet=53.3 tv=41.2 laptop=43.8 mouse=39.4 remote=8.6 keyboard=35.1 cell phone=18.2 microwave=40.7 oven=23.0 toaster=11.4 sink=23.2 refrigerator=38.9 book=3.1 clock=36.9 vase=25.2 scissors=13.0 teddy bear=33.0 hair drier=0.1 toothbrush=4.8 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =26.5 [Epoch 51][Batch 9], Speed: 76.984 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.918 [Epoch 51][Batch 19], Speed: 184.205 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 51][Batch 29], Speed: 193.851 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 39], Speed: 192.133 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 49], Speed: 178.035 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 51][Batch 59], Speed: 188.832 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 69], Speed: 209.855 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 79], Speed: 192.104 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 89], Speed: 182.597 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 51][Batch 99], Speed: 189.512 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 51][Batch 109], Speed: 195.554 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 51][Batch 119], Speed: 199.787 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 51][Batch 129], Speed: 207.108 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 139], Speed: 177.106 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 149], Speed: 178.709 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 159], Speed: 175.549 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 51][Batch 169], Speed: 196.501 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 51][Batch 179], Speed: 193.260 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 189], Speed: 194.526 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 199], Speed: 186.977 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 209], Speed: 180.487 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 219], Speed: 195.457 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 229], Speed: 190.742 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 239], Speed: 192.275 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 249], Speed: 201.539 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 259], Speed: 187.139 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 269], Speed: 174.329 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 279], Speed: 196.511 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 289], Speed: 186.749 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 299], Speed: 187.332 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 309], Speed: 195.144 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 319], Speed: 175.020 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 51][Batch 329], Speed: 188.635 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 339], Speed: 178.332 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 349], Speed: 179.831 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 359], Speed: 194.558 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 369], Speed: 199.606 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 379], Speed: 178.855 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 389], Speed: 187.858 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 399], Speed: 177.686 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 409], Speed: 192.026 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 419], Speed: 188.393 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 429], Speed: 204.654 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 439], Speed: 176.734 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 449], Speed: 197.508 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 459], Speed: 194.632 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 469], Speed: 196.505 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.915 [Epoch 51][Batch 479], Speed: 182.593 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 489], Speed: 191.673 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 499], Speed: 172.154 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 509], Speed: 184.083 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 519], Speed: 187.871 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 529], Speed: 193.881 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 539], Speed: 192.965 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 549], Speed: 190.148 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 559], Speed: 177.528 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 569], Speed: 187.651 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 579], Speed: 172.985 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 589], Speed: 199.158 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 599], Speed: 183.750 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 609], Speed: 198.433 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 619], Speed: 190.038 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.914 [Epoch 51][Batch 629], Speed: 186.207 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 639], Speed: 177.273 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 649], Speed: 193.287 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 659], Speed: 194.704 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 669], Speed: 194.074 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 679], Speed: 188.099 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 689], Speed: 185.838 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 699], Speed: 188.518 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 709], Speed: 185.631 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 719], Speed: 178.541 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 729], Speed: 190.661 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 739], Speed: 197.088 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 749], Speed: 178.349 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 759], Speed: 175.652 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 769], Speed: 177.069 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 779], Speed: 192.894 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.913 [Epoch 51][Batch 789], Speed: 198.330 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 799], Speed: 175.451 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 809], Speed: 178.765 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 819], Speed: 179.923 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 829], Speed: 191.445 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 839], Speed: 185.678 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 849], Speed: 200.072 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 859], Speed: 184.404 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 869], Speed: 179.102 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 879], Speed: 179.412 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 889], Speed: 186.623 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 899], Speed: 180.313 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 909], Speed: 199.413 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 919], Speed: 174.628 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 929], Speed: 190.173 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.912 [Epoch 51][Batch 939], Speed: 190.300 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 949], Speed: 200.582 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 959], Speed: 181.493 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 969], Speed: 202.898 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 979], Speed: 172.971 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 989], Speed: 189.053 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 999], Speed: 182.140 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1009], Speed: 191.422 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1019], Speed: 174.862 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1029], Speed: 198.754 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1039], Speed: 167.602 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1049], Speed: 181.114 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1059], Speed: 186.232 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1069], Speed: 192.939 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1079], Speed: 197.130 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 51][Batch 1089], Speed: 197.057 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1099], Speed: 189.539 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1109], Speed: 202.635 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1119], Speed: 201.412 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1129], Speed: 182.910 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1139], Speed: 188.027 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1149], Speed: 187.968 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1159], Speed: 186.302 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1169], Speed: 182.984 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1179], Speed: 171.961 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1189], Speed: 200.223 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1199], Speed: 179.173 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1209], Speed: 190.384 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51][Batch 1219], Speed: 197.984 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 51] Training cost: 646.780, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 52][Batch 9], Speed: 112.020 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.226, HeatmapFocal=1.910 [Epoch 52][Batch 19], Speed: 176.521 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 52][Batch 29], Speed: 194.508 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 52][Batch 39], Speed: 192.904 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 52][Batch 49], Speed: 191.946 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 59], Speed: 193.891 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 69], Speed: 207.986 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 79], Speed: 192.096 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 89], Speed: 194.663 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 99], Speed: 193.731 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 109], Speed: 187.562 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 119], Speed: 194.604 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 129], Speed: 209.266 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 139], Speed: 170.699 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 149], Speed: 183.938 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 159], Speed: 192.195 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 169], Speed: 196.154 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 52][Batch 179], Speed: 199.468 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 189], Speed: 189.853 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 199], Speed: 190.029 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 209], Speed: 184.263 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 219], Speed: 189.359 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 229], Speed: 184.883 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 239], Speed: 191.480 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 249], Speed: 194.822 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 259], Speed: 159.232 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 269], Speed: 178.491 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 279], Speed: 191.980 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 289], Speed: 195.890 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 299], Speed: 184.837 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 309], Speed: 187.901 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 319], Speed: 182.748 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 52][Batch 329], Speed: 185.655 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 339], Speed: 174.218 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 349], Speed: 184.818 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 359], Speed: 191.871 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 369], Speed: 203.816 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 379], Speed: 185.813 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 389], Speed: 174.981 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 399], Speed: 188.361 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 409], Speed: 193.746 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 419], Speed: 198.294 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 429], Speed: 193.055 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 439], Speed: 171.173 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 449], Speed: 169.243 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 459], Speed: 172.165 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 469], Speed: 193.708 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 52][Batch 479], Speed: 191.997 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 489], Speed: 200.794 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 499], Speed: 183.279 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 509], Speed: 181.349 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 519], Speed: 186.982 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 529], Speed: 194.248 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 539], Speed: 189.249 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 549], Speed: 174.954 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 559], Speed: 186.747 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 569], Speed: 181.660 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 579], Speed: 177.869 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 589], Speed: 182.312 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 599], Speed: 191.097 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 609], Speed: 190.075 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 619], Speed: 189.337 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 629], Speed: 183.436 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 52][Batch 639], Speed: 188.301 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 649], Speed: 197.359 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 659], Speed: 198.522 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 669], Speed: 203.600 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 679], Speed: 174.768 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 689], Speed: 176.971 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 699], Speed: 189.488 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 709], Speed: 194.878 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 719], Speed: 190.066 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 729], Speed: 200.583 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 739], Speed: 180.520 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 749], Speed: 175.377 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 759], Speed: 191.486 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 769], Speed: 193.688 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 779], Speed: 196.942 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 52][Batch 789], Speed: 192.839 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 799], Speed: 181.344 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 809], Speed: 184.826 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 819], Speed: 189.015 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 829], Speed: 199.663 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 839], Speed: 192.108 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 849], Speed: 194.351 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 859], Speed: 186.183 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 869], Speed: 182.086 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 879], Speed: 187.037 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 889], Speed: 191.381 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 899], Speed: 193.543 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 909], Speed: 182.907 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 919], Speed: 183.459 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 929], Speed: 172.914 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 939], Speed: 188.245 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.904 [Epoch 52][Batch 949], Speed: 189.362 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 959], Speed: 176.150 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 969], Speed: 197.773 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 979], Speed: 171.290 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 989], Speed: 185.024 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 999], Speed: 177.151 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1009], Speed: 182.509 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1019], Speed: 192.375 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1029], Speed: 191.646 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1039], Speed: 180.879 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1049], Speed: 181.132 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1059], Speed: 182.703 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1069], Speed: 196.369 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1079], Speed: 197.475 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1089], Speed: 200.537 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1099], Speed: 179.070 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.903 [Epoch 52][Batch 1109], Speed: 187.533 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1119], Speed: 195.583 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1129], Speed: 184.542 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1139], Speed: 185.362 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1149], Speed: 196.243 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1159], Speed: 187.792 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1169], Speed: 174.417 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1179], Speed: 177.425 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1189], Speed: 200.566 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1199], Speed: 177.613 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1209], Speed: 186.588 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52][Batch 1219], Speed: 189.415 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 52] Training cost: 645.940, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 53][Batch 9], Speed: 182.834 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 53][Batch 19], Speed: 183.459 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.229, HeatmapFocal=1.902 [Epoch 53][Batch 29], Speed: 183.909 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 53][Batch 39], Speed: 193.284 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.902 [Epoch 53][Batch 49], Speed: 195.947 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 59], Speed: 199.028 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 69], Speed: 192.121 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 79], Speed: 187.853 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 89], Speed: 199.599 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 99], Speed: 192.209 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 109], Speed: 177.526 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 119], Speed: 187.999 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 129], Speed: 185.590 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 139], Speed: 182.200 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 149], Speed: 171.487 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 159], Speed: 175.197 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 169], Speed: 186.908 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 179], Speed: 196.099 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 189], Speed: 188.698 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.901 [Epoch 53][Batch 199], Speed: 192.506 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 209], Speed: 202.938 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 219], Speed: 193.220 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 229], Speed: 185.463 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 239], Speed: 183.720 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 249], Speed: 188.332 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 259], Speed: 182.750 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 269], Speed: 188.090 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 279], Speed: 187.013 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 289], Speed: 190.254 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 299], Speed: 186.520 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 309], Speed: 191.307 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 319], Speed: 180.252 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 329], Speed: 193.657 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 339], Speed: 200.621 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 349], Speed: 186.949 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.900 [Epoch 53][Batch 359], Speed: 194.449 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 369], Speed: 183.240 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 379], Speed: 190.954 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 389], Speed: 187.822 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 399], Speed: 185.044 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 409], Speed: 187.203 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 53][Batch 419], Speed: 180.840 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 53][Batch 429], Speed: 190.740 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 53][Batch 439], Speed: 188.459 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 53][Batch 449], Speed: 183.645 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 53][Batch 459], Speed: 192.262 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 53][Batch 469], Speed: 189.293 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 479], Speed: 189.010 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 489], Speed: 192.583 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 499], Speed: 191.825 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 509], Speed: 183.755 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.899 [Epoch 53][Batch 519], Speed: 189.216 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 529], Speed: 175.895 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 539], Speed: 198.706 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 549], Speed: 175.780 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 559], Speed: 193.270 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 569], Speed: 189.323 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 579], Speed: 195.627 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 589], Speed: 182.991 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 599], Speed: 201.275 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 609], Speed: 172.437 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 619], Speed: 184.135 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 629], Speed: 176.032 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 639], Speed: 182.012 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 649], Speed: 178.997 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 659], Speed: 198.134 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 669], Speed: 191.569 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.898 [Epoch 53][Batch 679], Speed: 192.926 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 689], Speed: 195.685 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 699], Speed: 190.486 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 709], Speed: 181.032 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 719], Speed: 194.067 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 729], Speed: 182.329 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 739], Speed: 194.866 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 749], Speed: 178.786 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 759], Speed: 190.036 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 769], Speed: 189.428 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 779], Speed: 190.679 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 789], Speed: 176.241 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 799], Speed: 197.142 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 809], Speed: 192.099 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 819], Speed: 191.430 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 829], Speed: 192.685 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 839], Speed: 185.945 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.897 [Epoch 53][Batch 849], Speed: 194.825 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 859], Speed: 198.747 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 869], Speed: 184.830 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 879], Speed: 189.954 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 889], Speed: 170.970 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 899], Speed: 198.021 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 909], Speed: 162.841 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 919], Speed: 183.132 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 929], Speed: 188.411 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 939], Speed: 188.317 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 949], Speed: 173.173 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 959], Speed: 177.753 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 969], Speed: 180.158 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 979], Speed: 187.167 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 989], Speed: 179.428 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 999], Speed: 188.713 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.896 [Epoch 53][Batch 1009], Speed: 182.640 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1019], Speed: 194.876 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1029], Speed: 177.237 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1039], Speed: 172.046 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1049], Speed: 173.010 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1059], Speed: 180.034 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1069], Speed: 191.658 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1079], Speed: 178.680 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1089], Speed: 185.774 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1099], Speed: 189.391 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1109], Speed: 195.728 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1119], Speed: 176.821 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1129], Speed: 179.964 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1139], Speed: 197.985 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1149], Speed: 191.547 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1159], Speed: 187.962 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.895 [Epoch 53][Batch 1169], Speed: 192.002 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 53][Batch 1179], Speed: 191.763 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 53][Batch 1189], Speed: 187.121 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 53][Batch 1199], Speed: 186.130 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 53][Batch 1209], Speed: 204.240 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 53][Batch 1219], Speed: 195.380 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 53] Training cost: 670.415, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 9], Speed: 92.889 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.894 [Epoch 54][Batch 19], Speed: 184.281 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 29], Speed: 187.147 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 39], Speed: 197.607 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 49], Speed: 195.614 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 59], Speed: 197.235 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 69], Speed: 195.843 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 79], Speed: 184.784 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 89], Speed: 190.411 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.894 [Epoch 54][Batch 99], Speed: 196.410 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.894 [Epoch 54][Batch 109], Speed: 191.905 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 119], Speed: 193.097 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 129], Speed: 210.334 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 139], Speed: 191.540 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 149], Speed: 179.271 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 159], Speed: 175.936 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 169], Speed: 190.191 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 179], Speed: 180.267 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 189], Speed: 188.869 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 199], Speed: 188.399 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 209], Speed: 185.817 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 219], Speed: 189.146 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 229], Speed: 195.689 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 239], Speed: 183.784 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 249], Speed: 199.411 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 259], Speed: 190.336 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 269], Speed: 169.990 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.893 [Epoch 54][Batch 279], Speed: 181.434 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 289], Speed: 175.412 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 299], Speed: 191.628 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 309], Speed: 187.996 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 319], Speed: 183.195 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 329], Speed: 184.293 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 339], Speed: 186.684 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 349], Speed: 167.798 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 359], Speed: 181.961 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 369], Speed: 186.656 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 379], Speed: 191.992 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 389], Speed: 192.006 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 399], Speed: 186.805 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 409], Speed: 173.546 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 419], Speed: 188.691 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 429], Speed: 181.926 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.892 [Epoch 54][Batch 439], Speed: 186.079 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 449], Speed: 180.630 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 459], Speed: 180.033 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 469], Speed: 193.953 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 479], Speed: 185.427 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 489], Speed: 183.636 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 499], Speed: 185.497 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 509], Speed: 203.332 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 519], Speed: 190.076 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 529], Speed: 195.076 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 539], Speed: 188.970 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 549], Speed: 199.119 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 559], Speed: 178.402 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 569], Speed: 185.548 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 579], Speed: 187.556 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 589], Speed: 180.143 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 599], Speed: 195.102 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 54][Batch 609], Speed: 201.125 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 619], Speed: 182.046 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 629], Speed: 194.129 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 639], Speed: 187.318 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 649], Speed: 196.949 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 659], Speed: 181.971 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 669], Speed: 199.047 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 679], Speed: 169.984 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 689], Speed: 197.025 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 699], Speed: 185.574 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 709], Speed: 199.625 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 719], Speed: 181.602 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 729], Speed: 192.768 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 739], Speed: 175.675 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 749], Speed: 193.067 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 759], Speed: 186.230 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.890 [Epoch 54][Batch 769], Speed: 192.916 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 779], Speed: 192.633 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 789], Speed: 185.465 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 799], Speed: 188.974 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 809], Speed: 177.574 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 819], Speed: 190.567 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 829], Speed: 187.059 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 839], Speed: 188.684 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 849], Speed: 202.119 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 859], Speed: 184.644 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 869], Speed: 195.868 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 879], Speed: 188.240 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 889], Speed: 176.833 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 899], Speed: 189.647 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 909], Speed: 195.550 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 919], Speed: 191.822 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 929], Speed: 200.520 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.889 [Epoch 54][Batch 939], Speed: 190.209 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 949], Speed: 180.920 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 959], Speed: 195.252 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 969], Speed: 196.809 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 979], Speed: 184.273 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 989], Speed: 183.360 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 999], Speed: 190.955 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1009], Speed: 189.137 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1019], Speed: 183.135 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1029], Speed: 209.641 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1039], Speed: 184.253 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1049], Speed: 184.852 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1059], Speed: 202.965 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1069], Speed: 196.478 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1079], Speed: 195.046 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1089], Speed: 196.586 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 54][Batch 1099], Speed: 181.143 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1109], Speed: 191.078 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1119], Speed: 179.555 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1129], Speed: 185.165 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1139], Speed: 195.154 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1149], Speed: 179.256 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1159], Speed: 180.688 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1169], Speed: 183.688 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1179], Speed: 183.975 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1189], Speed: 193.224 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1199], Speed: 194.472 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1209], Speed: 202.310 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54][Batch 1219], Speed: 204.911 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 54] Training cost: 641.540, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.887 [Epoch 55][Batch 9], Speed: 98.350 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.887 [Epoch 55][Batch 19], Speed: 193.882 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.230, HeatmapFocal=1.887 [Epoch 55][Batch 29], Speed: 172.772 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 55][Batch 39], Speed: 184.487 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 55][Batch 49], Speed: 190.763 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 55][Batch 59], Speed: 207.655 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 55][Batch 69], Speed: 189.969 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 79], Speed: 187.815 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 55][Batch 89], Speed: 191.281 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 55][Batch 99], Speed: 177.843 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 109], Speed: 195.030 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 119], Speed: 179.333 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 129], Speed: 203.252 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 139], Speed: 198.696 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 149], Speed: 192.998 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 159], Speed: 195.024 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 169], Speed: 183.538 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 179], Speed: 192.867 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 189], Speed: 183.184 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 199], Speed: 182.967 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 55][Batch 209], Speed: 190.268 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 219], Speed: 201.084 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 229], Speed: 192.794 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 239], Speed: 192.962 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 249], Speed: 194.692 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 259], Speed: 189.520 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 269], Speed: 188.626 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 279], Speed: 184.995 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 289], Speed: 190.296 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 299], Speed: 189.059 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 309], Speed: 199.980 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 319], Speed: 186.657 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 329], Speed: 204.029 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 339], Speed: 194.283 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 349], Speed: 177.697 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 359], Speed: 189.258 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 369], Speed: 190.600 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.885 [Epoch 55][Batch 379], Speed: 177.750 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 389], Speed: 183.954 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 399], Speed: 183.497 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 409], Speed: 177.620 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 419], Speed: 193.519 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 429], Speed: 191.464 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 439], Speed: 188.453 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 449], Speed: 178.684 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 459], Speed: 199.349 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 469], Speed: 188.331 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 479], Speed: 202.935 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 489], Speed: 198.498 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 499], Speed: 178.869 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 509], Speed: 182.847 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 519], Speed: 183.896 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 529], Speed: 183.700 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 539], Speed: 185.297 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.884 [Epoch 55][Batch 549], Speed: 187.743 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 559], Speed: 183.188 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 569], Speed: 187.037 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 579], Speed: 196.921 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 589], Speed: 178.350 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 599], Speed: 188.171 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 609], Speed: 185.296 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 619], Speed: 173.260 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 629], Speed: 200.374 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 639], Speed: 197.787 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 649], Speed: 187.879 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 659], Speed: 193.549 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 669], Speed: 201.101 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 679], Speed: 174.588 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 689], Speed: 180.682 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 699], Speed: 206.348 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 709], Speed: 191.555 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 55][Batch 719], Speed: 189.413 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 729], Speed: 195.196 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 739], Speed: 171.771 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 749], Speed: 201.973 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 759], Speed: 186.251 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 769], Speed: 174.813 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 779], Speed: 177.272 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 789], Speed: 194.651 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 799], Speed: 172.507 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 809], Speed: 179.241 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 819], Speed: 183.562 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 829], Speed: 192.672 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 839], Speed: 180.088 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 849], Speed: 182.683 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 859], Speed: 185.937 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 869], Speed: 200.811 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 879], Speed: 185.152 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 55][Batch 889], Speed: 179.246 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 899], Speed: 184.248 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 909], Speed: 182.762 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 919], Speed: 191.363 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 929], Speed: 180.693 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 939], Speed: 164.800 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 949], Speed: 178.542 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 959], Speed: 186.961 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 969], Speed: 194.966 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 979], Speed: 182.279 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 989], Speed: 175.886 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 999], Speed: 184.073 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1009], Speed: 198.712 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1019], Speed: 191.678 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1029], Speed: 196.416 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1039], Speed: 180.280 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1049], Speed: 191.168 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1059], Speed: 192.667 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 55][Batch 1069], Speed: 189.337 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1079], Speed: 183.972 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1089], Speed: 188.720 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1099], Speed: 179.177 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1109], Speed: 184.324 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1119], Speed: 175.313 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1129], Speed: 186.083 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1139], Speed: 177.814 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1149], Speed: 194.346 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1159], Speed: 182.514 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1169], Speed: 192.318 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1179], Speed: 186.616 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1189], Speed: 188.006 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1199], Speed: 207.865 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1209], Speed: 189.733 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55][Batch 1219], Speed: 188.482 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 55] Training cost: 643.103, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 56][Batch 9], Speed: 81.305 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 56][Batch 19], Speed: 180.423 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=1.880 [Epoch 56][Batch 29], Speed: 190.742 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 39], Speed: 185.038 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 49], Speed: 187.417 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 59], Speed: 197.527 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 69], Speed: 207.161 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 79], Speed: 186.938 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 89], Speed: 191.639 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 99], Speed: 180.593 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 109], Speed: 186.759 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 119], Speed: 198.882 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.229, HeatmapFocal=1.879 [Epoch 56][Batch 129], Speed: 183.953 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 139], Speed: 186.780 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 149], Speed: 193.532 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 159], Speed: 190.052 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 169], Speed: 188.300 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 179], Speed: 178.960 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 189], Speed: 200.796 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 56][Batch 199], Speed: 169.795 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 209], Speed: 187.984 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 219], Speed: 199.856 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 229], Speed: 190.080 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 239], Speed: 203.143 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 249], Speed: 193.020 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 259], Speed: 188.856 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 269], Speed: 200.891 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 279], Speed: 188.143 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 289], Speed: 181.524 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 299], Speed: 199.805 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 309], Speed: 188.485 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 319], Speed: 186.748 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 329], Speed: 176.992 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 339], Speed: 192.032 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 349], Speed: 174.234 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 359], Speed: 200.426 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 56][Batch 369], Speed: 200.026 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 379], Speed: 194.475 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 389], Speed: 203.878 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 399], Speed: 182.529 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 409], Speed: 179.521 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 419], Speed: 198.828 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 429], Speed: 181.667 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 439], Speed: 187.713 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 449], Speed: 185.165 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 459], Speed: 181.657 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 469], Speed: 190.237 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 479], Speed: 186.996 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 489], Speed: 195.605 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 499], Speed: 191.149 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 509], Speed: 178.911 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 519], Speed: 171.603 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 529], Speed: 188.068 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 56][Batch 539], Speed: 196.387 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 549], Speed: 192.526 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 559], Speed: 176.343 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 569], Speed: 181.542 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 579], Speed: 205.554 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 589], Speed: 194.789 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 599], Speed: 202.012 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 609], Speed: 190.982 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 619], Speed: 175.451 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 629], Speed: 184.361 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 639], Speed: 186.388 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 649], Speed: 188.350 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 659], Speed: 190.791 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 669], Speed: 199.204 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 679], Speed: 189.462 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 689], Speed: 177.121 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 699], Speed: 206.006 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 709], Speed: 190.621 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 56][Batch 719], Speed: 188.190 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 729], Speed: 191.266 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 739], Speed: 188.031 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 749], Speed: 185.702 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 759], Speed: 197.907 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 769], Speed: 189.248 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 779], Speed: 181.388 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 789], Speed: 194.158 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 799], Speed: 185.871 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 809], Speed: 186.618 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 819], Speed: 189.425 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 829], Speed: 186.942 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 839], Speed: 198.285 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 849], Speed: 181.519 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 859], Speed: 194.291 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 869], Speed: 174.556 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 879], Speed: 198.834 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 889], Speed: 191.388 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 56][Batch 899], Speed: 190.489 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 909], Speed: 188.201 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 919], Speed: 180.596 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 929], Speed: 185.995 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 939], Speed: 183.860 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 949], Speed: 189.458 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 959], Speed: 190.878 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 969], Speed: 202.310 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 979], Speed: 188.658 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 989], Speed: 171.304 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 999], Speed: 186.254 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1009], Speed: 185.048 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1019], Speed: 199.017 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1029], Speed: 194.471 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1039], Speed: 174.780 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1049], Speed: 151.560 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1059], Speed: 193.697 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1069], Speed: 182.261 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 56][Batch 1079], Speed: 187.826 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1089], Speed: 193.617 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1099], Speed: 188.837 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1109], Speed: 189.360 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1119], Speed: 194.406 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1129], Speed: 181.115 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1139], Speed: 194.314 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1149], Speed: 186.869 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1159], Speed: 173.896 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1169], Speed: 174.184 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1179], Speed: 191.141 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1189], Speed: 183.795 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1199], Speed: 198.031 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1209], Speed: 166.555 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56][Batch 1219], Speed: 175.390 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 56] Training cost: 642.764, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 57][Batch 9], Speed: 115.462 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 57][Batch 19], Speed: 186.158 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 57][Batch 29], Speed: 183.435 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 39], Speed: 179.235 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 57][Batch 49], Speed: 194.120 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 59], Speed: 189.728 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 69], Speed: 187.272 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 57][Batch 79], Speed: 191.670 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 57][Batch 89], Speed: 185.097 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 99], Speed: 187.659 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 57][Batch 109], Speed: 181.512 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 119], Speed: 181.429 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 129], Speed: 209.955 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 139], Speed: 197.721 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 149], Speed: 185.137 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 159], Speed: 209.599 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 169], Speed: 185.885 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 179], Speed: 192.419 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 189], Speed: 201.709 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 57][Batch 199], Speed: 189.005 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 209], Speed: 189.144 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 219], Speed: 201.669 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 229], Speed: 191.057 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 239], Speed: 177.807 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 249], Speed: 202.674 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 259], Speed: 184.831 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 269], Speed: 185.249 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 279], Speed: 181.255 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 289], Speed: 195.643 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 299], Speed: 190.535 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 309], Speed: 197.067 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 319], Speed: 175.231 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 329], Speed: 198.143 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 339], Speed: 193.518 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 349], Speed: 183.659 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 359], Speed: 192.775 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 57][Batch 369], Speed: 199.531 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 379], Speed: 186.726 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 389], Speed: 169.943 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 399], Speed: 186.628 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 409], Speed: 186.462 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 419], Speed: 187.665 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 429], Speed: 196.628 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 439], Speed: 180.581 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 449], Speed: 175.669 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 459], Speed: 196.194 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 469], Speed: 181.370 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 479], Speed: 183.131 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 489], Speed: 197.700 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 499], Speed: 191.085 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 509], Speed: 169.288 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 519], Speed: 186.440 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 529], Speed: 178.412 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 539], Speed: 183.652 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 57][Batch 549], Speed: 197.034 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 559], Speed: 169.560 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 569], Speed: 194.801 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 579], Speed: 180.181 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 589], Speed: 191.809 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 599], Speed: 183.541 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 609], Speed: 189.512 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 619], Speed: 172.898 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 629], Speed: 181.868 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 639], Speed: 172.784 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 649], Speed: 175.562 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 659], Speed: 191.139 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 669], Speed: 184.971 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 679], Speed: 191.156 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 689], Speed: 186.897 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 699], Speed: 176.884 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 709], Speed: 187.838 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 57][Batch 719], Speed: 192.755 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 57][Batch 729], Speed: 203.769 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 57][Batch 739], Speed: 178.108 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 57][Batch 749], Speed: 187.559 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 759], Speed: 164.723 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 57][Batch 769], Speed: 172.496 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 57][Batch 779], Speed: 192.886 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 789], Speed: 181.757 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 799], Speed: 181.529 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 809], Speed: 176.668 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 819], Speed: 175.897 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 829], Speed: 193.342 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 839], Speed: 190.789 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 849], Speed: 183.575 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 859], Speed: 166.978 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 869], Speed: 181.032 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 879], Speed: 186.825 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 889], Speed: 184.996 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 899], Speed: 192.038 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 57][Batch 909], Speed: 192.825 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 919], Speed: 192.355 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 929], Speed: 179.413 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 939], Speed: 178.159 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 949], Speed: 183.196 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 959], Speed: 201.958 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 969], Speed: 193.942 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 979], Speed: 193.692 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 989], Speed: 178.071 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 999], Speed: 177.592 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1009], Speed: 172.303 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1019], Speed: 180.621 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1029], Speed: 199.017 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1039], Speed: 181.853 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1049], Speed: 180.047 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1059], Speed: 193.071 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1069], Speed: 191.121 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1079], Speed: 203.269 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 57][Batch 1089], Speed: 198.656 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1099], Speed: 186.336 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1109], Speed: 180.524 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1119], Speed: 172.666 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1129], Speed: 183.100 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1139], Speed: 185.382 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1149], Speed: 201.105 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1159], Speed: 207.804 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1169], Speed: 168.549 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1179], Speed: 178.599 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1189], Speed: 190.149 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1199], Speed: 188.854 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1209], Speed: 208.619 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57][Batch 1219], Speed: 207.604 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 57] Training cost: 642.439, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 58][Batch 9], Speed: 100.042 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.866 [Epoch 58][Batch 19], Speed: 195.621 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 58][Batch 29], Speed: 188.465 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 58][Batch 39], Speed: 184.742 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 58][Batch 49], Speed: 185.931 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 58][Batch 59], Speed: 195.806 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 58][Batch 69], Speed: 204.302 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 58][Batch 79], Speed: 183.332 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 58][Batch 89], Speed: 196.354 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 58][Batch 99], Speed: 193.160 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 58][Batch 109], Speed: 191.340 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 119], Speed: 183.113 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 129], Speed: 181.596 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 139], Speed: 199.260 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 149], Speed: 188.748 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 159], Speed: 180.357 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 169], Speed: 177.730 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 179], Speed: 194.107 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 189], Speed: 185.810 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 199], Speed: 181.896 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 209], Speed: 186.900 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 219], Speed: 201.513 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 58][Batch 229], Speed: 188.629 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 239], Speed: 196.729 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 249], Speed: 195.051 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 259], Speed: 178.782 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 269], Speed: 188.222 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 279], Speed: 199.392 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 289], Speed: 191.252 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 299], Speed: 195.997 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 309], Speed: 196.156 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 319], Speed: 177.164 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 329], Speed: 185.283 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 339], Speed: 198.529 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 349], Speed: 179.469 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 359], Speed: 192.724 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 369], Speed: 198.350 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 379], Speed: 175.114 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 389], Speed: 196.093 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 399], Speed: 194.419 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 58][Batch 409], Speed: 183.610 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 419], Speed: 189.057 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 429], Speed: 199.022 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 439], Speed: 171.341 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 449], Speed: 176.187 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 459], Speed: 192.232 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 469], Speed: 191.009 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 479], Speed: 181.016 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 489], Speed: 185.037 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 499], Speed: 171.970 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 509], Speed: 182.018 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 519], Speed: 184.624 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 529], Speed: 179.216 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 539], Speed: 183.072 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 549], Speed: 186.067 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 559], Speed: 187.486 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 569], Speed: 186.112 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 579], Speed: 180.508 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 58][Batch 589], Speed: 187.795 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 599], Speed: 191.517 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 609], Speed: 200.575 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 619], Speed: 190.419 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 629], Speed: 184.481 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 639], Speed: 199.992 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 649], Speed: 187.415 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 659], Speed: 189.111 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 58][Batch 669], Speed: 196.426 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 679], Speed: 180.882 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 689], Speed: 185.540 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 699], Speed: 208.047 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 709], Speed: 173.365 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 719], Speed: 192.912 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 729], Speed: 196.323 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 739], Speed: 175.026 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 749], Speed: 186.081 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 759], Speed: 195.465 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 58][Batch 769], Speed: 177.305 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 779], Speed: 186.209 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 789], Speed: 200.595 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 799], Speed: 188.740 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 809], Speed: 179.867 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 819], Speed: 208.687 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 829], Speed: 183.592 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 839], Speed: 179.735 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 849], Speed: 191.152 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 859], Speed: 182.180 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 869], Speed: 175.276 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 879], Speed: 195.591 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 58][Batch 889], Speed: 176.810 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 899], Speed: 180.227 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 909], Speed: 198.328 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 919], Speed: 162.013 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 929], Speed: 176.932 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 939], Speed: 184.084 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 949], Speed: 176.182 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.861 [Epoch 58][Batch 959], Speed: 192.547 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 969], Speed: 203.011 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 979], Speed: 188.957 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 989], Speed: 205.407 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 999], Speed: 189.075 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 1009], Speed: 190.585 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 1019], Speed: 181.554 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1029], Speed: 194.922 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1039], Speed: 183.315 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1049], Speed: 184.015 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 1059], Speed: 189.344 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 1069], Speed: 189.713 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1079], Speed: 197.368 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1089], Speed: 199.202 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1099], Speed: 186.964 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1109], Speed: 191.644 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1119], Speed: 177.504 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 58][Batch 1129], Speed: 175.550 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.860 [Epoch 58][Batch 1139], Speed: 195.918 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1149], Speed: 177.480 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1159], Speed: 189.783 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1169], Speed: 193.614 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1179], Speed: 188.106 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1189], Speed: 204.773 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1199], Speed: 182.733 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1209], Speed: 196.337 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 58][Batch 1219], Speed: 190.555 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 58] Training cost: 641.186, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 59][Batch 9], Speed: 79.830 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 59][Batch 19], Speed: 177.277 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 59][Batch 29], Speed: 192.352 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 39], Speed: 197.280 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 49], Speed: 183.886 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 59], Speed: 203.470 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 59][Batch 69], Speed: 204.921 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 79], Speed: 193.541 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 89], Speed: 169.141 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 99], Speed: 194.114 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 59][Batch 109], Speed: 182.818 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 119], Speed: 188.809 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 129], Speed: 206.319 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 139], Speed: 186.115 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 149], Speed: 181.721 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 159], Speed: 188.802 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 169], Speed: 184.051 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 179], Speed: 184.782 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 189], Speed: 174.779 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 199], Speed: 179.009 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 209], Speed: 177.135 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 219], Speed: 182.022 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 229], Speed: 184.820 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 239], Speed: 194.734 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 249], Speed: 176.434 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 259], Speed: 195.926 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 269], Speed: 197.913 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 279], Speed: 182.925 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 59][Batch 289], Speed: 176.560 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 299], Speed: 195.319 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 309], Speed: 200.455 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 319], Speed: 178.054 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 329], Speed: 181.102 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 339], Speed: 182.238 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 349], Speed: 188.528 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 359], Speed: 183.956 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 369], Speed: 198.587 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 379], Speed: 174.519 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 389], Speed: 182.431 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 399], Speed: 179.369 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 409], Speed: 190.476 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 419], Speed: 200.603 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 429], Speed: 198.966 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 439], Speed: 184.238 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 449], Speed: 186.294 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 459], Speed: 192.749 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 469], Speed: 187.776 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 59][Batch 479], Speed: 187.300 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 489], Speed: 192.818 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 499], Speed: 178.864 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 509], Speed: 197.200 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 519], Speed: 192.255 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 529], Speed: 192.142 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 539], Speed: 174.283 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 549], Speed: 182.433 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 559], Speed: 189.321 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 569], Speed: 197.898 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 579], Speed: 187.964 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 589], Speed: 194.630 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 599], Speed: 202.787 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 609], Speed: 186.354 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 619], Speed: 184.808 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 629], Speed: 194.281 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 639], Speed: 176.316 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 649], Speed: 191.729 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 659], Speed: 190.670 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 59][Batch 669], Speed: 193.168 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 679], Speed: 186.479 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 689], Speed: 189.105 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 699], Speed: 183.207 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 709], Speed: 187.903 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 719], Speed: 195.860 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 729], Speed: 195.596 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 739], Speed: 187.576 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 749], Speed: 185.151 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 759], Speed: 161.195 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 769], Speed: 175.665 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 779], Speed: 189.515 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 789], Speed: 185.235 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 799], Speed: 185.216 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 809], Speed: 197.959 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 819], Speed: 189.015 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 829], Speed: 186.977 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 839], Speed: 179.493 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 849], Speed: 196.907 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 59][Batch 859], Speed: 181.543 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 869], Speed: 202.606 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 879], Speed: 187.501 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 889], Speed: 181.516 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 899], Speed: 190.084 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 909], Speed: 190.316 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 919], Speed: 171.458 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 929], Speed: 186.068 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 939], Speed: 186.314 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 949], Speed: 197.921 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 959], Speed: 194.301 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 969], Speed: 197.464 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 979], Speed: 185.455 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 989], Speed: 180.859 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 999], Speed: 187.748 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 1009], Speed: 194.797 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 1019], Speed: 179.896 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 1029], Speed: 200.300 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 1039], Speed: 176.545 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 59][Batch 1049], Speed: 193.954 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1059], Speed: 194.629 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1069], Speed: 196.004 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1079], Speed: 194.365 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1089], Speed: 195.411 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1099], Speed: 164.699 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1109], Speed: 184.687 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1119], Speed: 188.095 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1129], Speed: 185.772 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1139], Speed: 203.572 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1149], Speed: 193.503 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1159], Speed: 183.597 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1169], Speed: 207.426 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1179], Speed: 186.487 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1189], Speed: 195.536 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1199], Speed: 183.851 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1209], Speed: 196.706 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59][Batch 1219], Speed: 190.300 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 59] Training cost: 645.072, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 60][Batch 9], Speed: 119.145 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.853 [Epoch 60][Batch 19], Speed: 163.855 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 29], Speed: 183.403 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.852 [Epoch 60][Batch 39], Speed: 188.197 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 49], Speed: 198.926 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 59], Speed: 204.466 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 69], Speed: 202.957 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 79], Speed: 175.506 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 89], Speed: 190.901 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 99], Speed: 181.785 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 109], Speed: 188.591 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 119], Speed: 181.359 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 129], Speed: 192.452 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 139], Speed: 191.614 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 149], Speed: 175.755 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 159], Speed: 189.256 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 169], Speed: 190.197 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 60][Batch 179], Speed: 180.909 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 60][Batch 189], Speed: 201.293 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 199], Speed: 171.833 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.852 [Epoch 60][Batch 209], Speed: 194.193 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 219], Speed: 180.359 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 229], Speed: 192.364 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 239], Speed: 195.899 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 249], Speed: 184.713 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 259], Speed: 190.975 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 269], Speed: 177.171 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 279], Speed: 188.107 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 289], Speed: 184.683 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.851 [Epoch 60][Batch 299], Speed: 177.296 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 309], Speed: 199.660 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 319], Speed: 187.699 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 329], Speed: 190.699 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 339], Speed: 181.828 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 349], Speed: 174.159 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 359], Speed: 192.375 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 369], Speed: 191.593 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 379], Speed: 191.248 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 389], Speed: 190.384 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 60][Batch 399], Speed: 195.720 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 409], Speed: 185.644 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 419], Speed: 175.842 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 429], Speed: 207.442 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 439], Speed: 161.874 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 449], Speed: 181.030 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 459], Speed: 190.931 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 469], Speed: 186.115 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 479], Speed: 175.690 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 489], Speed: 200.368 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 499], Speed: 192.843 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 509], Speed: 180.249 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 519], Speed: 187.130 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 529], Speed: 186.245 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 539], Speed: 195.125 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 549], Speed: 195.390 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 559], Speed: 174.412 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 569], Speed: 187.534 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 579], Speed: 182.758 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 589], Speed: 183.541 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 60][Batch 599], Speed: 179.891 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 609], Speed: 198.803 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 619], Speed: 170.534 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 629], Speed: 189.218 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 639], Speed: 186.588 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 649], Speed: 191.182 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 659], Speed: 188.615 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 669], Speed: 178.573 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 679], Speed: 189.283 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 689], Speed: 181.722 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 699], Speed: 184.990 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 709], Speed: 191.196 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 719], Speed: 190.450 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 729], Speed: 195.876 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 739], Speed: 195.092 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 749], Speed: 187.279 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 759], Speed: 189.976 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 769], Speed: 180.731 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 779], Speed: 187.032 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 60][Batch 789], Speed: 195.605 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.848 [Epoch 60][Batch 799], Speed: 186.802 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 809], Speed: 184.262 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 819], Speed: 190.447 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 829], Speed: 191.981 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 839], Speed: 178.943 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 849], Speed: 196.639 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 859], Speed: 190.114 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 869], Speed: 198.591 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 879], Speed: 187.297 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 889], Speed: 185.697 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 899], Speed: 179.821 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 909], Speed: 195.476 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 919], Speed: 187.325 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 929], Speed: 181.969 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 939], Speed: 188.553 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 949], Speed: 177.427 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 959], Speed: 184.021 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 969], Speed: 195.278 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 979], Speed: 190.721 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 60][Batch 989], Speed: 202.587 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 999], Speed: 182.614 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1009], Speed: 191.205 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1019], Speed: 187.475 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1029], Speed: 197.123 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1039], Speed: 178.068 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1049], Speed: 204.163 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1059], Speed: 196.260 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1069], Speed: 189.901 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1079], Speed: 198.953 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1089], Speed: 202.235 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1099], Speed: 168.550 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1109], Speed: 172.549 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1119], Speed: 188.709 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1129], Speed: 189.588 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1139], Speed: 185.294 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1149], Speed: 180.288 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1159], Speed: 194.276 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1169], Speed: 176.026 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1179], Speed: 192.182 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 60][Batch 1189], Speed: 196.000 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 60][Batch 1199], Speed: 174.946 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 60][Batch 1209], Speed: 183.251 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 60][Batch 1219], Speed: 172.502 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 60] Training cost: 640.622, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.846 [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 ] = 0.460 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.259 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633 person=38.8 bicycle=20.2 car=24.9 motorcycle=31.1 airplane=51.7 bus=50.3 train=55.1 truck=22.7 boat=13.6 traffic light=13.2 fire hydrant=48.5 stop sign=51.5 parking meter=31.9 bench=13.8 bird=22.2 cat=57.8 dog=50.7 horse=47.5 sheep=37.8 cow=35.2 elephant=52.9 bear=62.3 zebra=57.7 giraffe=59.5 backpack=6.7 umbrella=27.3 handbag=4.8 tie=15.9 suitcase=23.0 frisbee=40.1 skis=11.5 snowboard=20.9 sports ball=22.6 kite=25.6 baseball bat=15.1 baseball glove=20.0 skateboard=37.1 surfboard=21.8 tennis racket=29.4 bottle=19.9 wine glass=19.5 cup=24.7 fork=16.3 knife=6.0 spoon=6.3 bowl=26.1 banana=15.6 apple=11.6 sandwich=25.0 orange=25.7 broccoli=14.1 carrot=12.9 hot dog=18.4 pizza=36.8 donut=30.2 cake=25.3 chair=17.5 couch=33.2 potted plant=15.6 bed=29.2 dining table=18.6 toilet=51.5 tv=41.0 laptop=44.9 mouse=40.9 remote=10.9 keyboard=38.7 cell phone=20.6 microwave=44.0 oven=25.0 toaster=17.1 sink=24.8 refrigerator=41.0 book=3.0 clock=36.2 vase=24.6 scissors=15.2 teddy bear=34.2 hair drier=1.5 toothbrush=11.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.1 [Epoch 61][Batch 9], Speed: 112.126 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 19], Speed: 183.079 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 29], Speed: 183.851 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 39], Speed: 197.211 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 49], Speed: 190.732 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 59], Speed: 201.444 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 69], Speed: 199.094 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 61][Batch 79], Speed: 178.729 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 89], Speed: 183.202 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 99], Speed: 190.540 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 61][Batch 109], Speed: 186.304 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 61][Batch 119], Speed: 192.711 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 129], Speed: 198.897 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 61][Batch 139], Speed: 183.071 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 61][Batch 149], Speed: 188.521 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 61][Batch 159], Speed: 191.217 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 169], Speed: 175.247 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 179], Speed: 198.565 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 189], Speed: 210.670 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 199], Speed: 183.491 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 209], Speed: 181.782 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 219], Speed: 197.229 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 229], Speed: 196.714 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 239], Speed: 202.455 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 249], Speed: 199.063 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 259], Speed: 161.147 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 269], Speed: 182.614 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 279], Speed: 189.590 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 289], Speed: 185.241 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 299], Speed: 189.184 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 309], Speed: 191.228 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 319], Speed: 182.785 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 329], Speed: 196.754 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 339], Speed: 197.843 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 349], Speed: 193.424 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 61][Batch 359], Speed: 200.095 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 369], Speed: 170.616 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 379], Speed: 193.430 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 389], Speed: 179.379 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 61][Batch 399], Speed: 189.200 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 61][Batch 409], Speed: 190.742 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 61][Batch 419], Speed: 184.369 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 61][Batch 429], Speed: 169.511 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 61][Batch 439], Speed: 188.367 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 449], Speed: 180.045 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 459], Speed: 180.326 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 469], Speed: 196.186 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 479], Speed: 180.007 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 489], Speed: 195.850 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 499], Speed: 177.325 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 509], Speed: 188.437 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 519], Speed: 191.679 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 529], Speed: 193.607 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 539], Speed: 185.325 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 61][Batch 549], Speed: 198.472 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 559], Speed: 176.036 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 569], Speed: 180.512 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 579], Speed: 185.196 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 589], Speed: 196.413 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 599], Speed: 176.452 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 609], Speed: 187.504 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 619], Speed: 195.853 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 629], Speed: 183.824 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 639], Speed: 190.750 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 649], Speed: 186.837 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 659], Speed: 200.046 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 669], Speed: 195.122 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 679], Speed: 179.916 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 689], Speed: 172.567 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 699], Speed: 171.200 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 709], Speed: 196.454 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 719], Speed: 198.426 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 729], Speed: 192.004 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 739], Speed: 175.274 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 61][Batch 749], Speed: 182.327 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 759], Speed: 185.431 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 769], Speed: 180.762 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 779], Speed: 199.214 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 789], Speed: 192.419 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 799], Speed: 179.598 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 809], Speed: 198.538 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 819], Speed: 188.657 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 829], Speed: 192.376 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 839], Speed: 194.754 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 849], Speed: 200.889 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 859], Speed: 174.340 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 869], Speed: 195.199 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 61][Batch 879], Speed: 188.927 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 889], Speed: 177.287 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 899], Speed: 198.950 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 909], Speed: 186.923 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 919], Speed: 187.969 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 929], Speed: 200.473 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 939], Speed: 181.903 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 61][Batch 949], Speed: 188.976 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 959], Speed: 195.671 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 969], Speed: 187.971 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 979], Speed: 190.291 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 989], Speed: 183.988 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 999], Speed: 182.538 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 1009], Speed: 191.133 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 1019], Speed: 185.408 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1029], Speed: 202.141 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1039], Speed: 176.286 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1049], Speed: 181.249 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1059], Speed: 196.804 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1069], Speed: 178.848 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1079], Speed: 182.959 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1089], Speed: 197.766 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1099], Speed: 185.974 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1109], Speed: 189.962 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 61][Batch 1119], Speed: 184.470 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 1129], Speed: 148.464 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 1139], Speed: 189.285 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 1149], Speed: 203.949 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 61][Batch 1159], Speed: 191.301 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61][Batch 1169], Speed: 188.888 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61][Batch 1179], Speed: 192.285 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61][Batch 1189], Speed: 205.085 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61][Batch 1199], Speed: 190.533 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61][Batch 1209], Speed: 198.422 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61][Batch 1219], Speed: 199.573 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 61] Training cost: 639.282, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 62][Batch 9], Speed: 124.359 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 19], Speed: 172.794 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 29], Speed: 157.338 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 39], Speed: 187.247 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 49], Speed: 187.470 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 59], Speed: 184.336 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 69], Speed: 196.195 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 79], Speed: 175.584 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 89], Speed: 192.041 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 62][Batch 99], Speed: 187.012 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 109], Speed: 192.953 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 62][Batch 119], Speed: 181.464 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 62][Batch 129], Speed: 187.864 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 139], Speed: 179.446 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 149], Speed: 174.899 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.839 [Epoch 62][Batch 159], Speed: 178.828 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.839 [Epoch 62][Batch 169], Speed: 193.245 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 179], Speed: 190.849 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 189], Speed: 187.331 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 199], Speed: 181.314 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 209], Speed: 192.351 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 219], Speed: 176.246 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 229], Speed: 188.574 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 239], Speed: 179.630 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 249], Speed: 203.776 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 259], Speed: 191.868 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 269], Speed: 184.482 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 279], Speed: 186.938 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 289], Speed: 179.746 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 299], Speed: 177.130 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 309], Speed: 178.199 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 319], Speed: 187.374 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 62][Batch 329], Speed: 193.529 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 339], Speed: 186.879 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 349], Speed: 193.016 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 359], Speed: 196.764 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 369], Speed: 206.020 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 379], Speed: 196.467 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 389], Speed: 186.641 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 399], Speed: 182.578 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 409], Speed: 187.713 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 419], Speed: 189.739 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 429], Speed: 202.099 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 439], Speed: 187.313 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 449], Speed: 190.571 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 459], Speed: 193.956 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 469], Speed: 197.964 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 479], Speed: 194.479 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 489], Speed: 189.857 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 499], Speed: 191.791 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 509], Speed: 187.500 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 519], Speed: 165.720 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 62][Batch 529], Speed: 182.022 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 539], Speed: 190.961 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 549], Speed: 188.808 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 559], Speed: 190.586 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 569], Speed: 195.908 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 579], Speed: 159.909 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 589], Speed: 183.496 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 599], Speed: 178.396 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 609], Speed: 187.862 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 619], Speed: 177.724 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 629], Speed: 177.266 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 639], Speed: 189.578 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 649], Speed: 186.499 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 659], Speed: 174.915 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 669], Speed: 193.733 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 679], Speed: 186.001 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 689], Speed: 186.795 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 699], Speed: 181.300 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 709], Speed: 191.966 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 719], Speed: 189.826 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 729], Speed: 199.829 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 62][Batch 739], Speed: 176.116 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 749], Speed: 176.220 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 759], Speed: 189.181 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 769], Speed: 175.291 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 779], Speed: 185.666 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 789], Speed: 207.908 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 799], Speed: 185.201 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 809], Speed: 189.210 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 819], Speed: 187.961 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 829], Speed: 176.339 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 839], Speed: 189.594 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 849], Speed: 187.055 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 859], Speed: 180.123 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 869], Speed: 189.430 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 879], Speed: 188.594 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 889], Speed: 192.522 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 899], Speed: 193.172 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 909], Speed: 195.725 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 919], Speed: 183.237 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 929], Speed: 188.541 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 939], Speed: 193.386 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 62][Batch 949], Speed: 190.779 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 959], Speed: 197.543 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 969], Speed: 197.883 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 979], Speed: 180.712 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 989], Speed: 189.469 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 999], Speed: 172.514 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1009], Speed: 178.249 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1019], Speed: 186.411 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1029], Speed: 194.768 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1039], Speed: 193.016 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1049], Speed: 189.384 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1059], Speed: 191.012 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1069], Speed: 175.587 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1079], Speed: 205.135 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1089], Speed: 202.185 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1099], Speed: 195.728 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1109], Speed: 176.386 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1119], Speed: 179.535 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1129], Speed: 178.238 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1139], Speed: 182.558 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1149], Speed: 167.645 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 62][Batch 1159], Speed: 184.894 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62][Batch 1169], Speed: 177.417 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62][Batch 1179], Speed: 183.019 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62][Batch 1189], Speed: 186.542 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62][Batch 1199], Speed: 187.313 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62][Batch 1209], Speed: 183.644 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62][Batch 1219], Speed: 204.573 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 62] Training cost: 639.741, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 9], Speed: 106.933 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 63][Batch 19], Speed: 195.096 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 63][Batch 29], Speed: 182.999 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 39], Speed: 177.496 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 49], Speed: 178.963 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 59], Speed: 189.335 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 69], Speed: 203.899 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 79], Speed: 180.765 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.834 [Epoch 63][Batch 89], Speed: 187.394 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 99], Speed: 191.845 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 109], Speed: 187.952 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 119], Speed: 188.831 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 129], Speed: 187.185 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 63][Batch 139], Speed: 192.151 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 149], Speed: 187.288 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 159], Speed: 189.881 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 169], Speed: 174.063 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 179], Speed: 183.729 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 189], Speed: 190.319 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 199], Speed: 185.386 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 209], Speed: 180.338 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.833 [Epoch 63][Batch 219], Speed: 190.128 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.833 [Epoch 63][Batch 229], Speed: 166.608 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.833 [Epoch 63][Batch 239], Speed: 193.870 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.833 [Epoch 63][Batch 249], Speed: 184.098 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.833 [Epoch 63][Batch 259], Speed: 175.064 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.833 [Epoch 63][Batch 269], Speed: 182.624 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 279], Speed: 180.552 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 289], Speed: 185.102 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 299], Speed: 189.919 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 309], Speed: 201.091 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 319], Speed: 189.964 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 329], Speed: 177.507 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 63][Batch 339], Speed: 184.848 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 349], Speed: 193.099 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 359], Speed: 194.437 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 369], Speed: 196.673 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 379], Speed: 182.415 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 389], Speed: 196.052 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 399], Speed: 203.949 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 409], Speed: 187.011 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 419], Speed: 197.225 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 429], Speed: 187.916 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 439], Speed: 188.036 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 449], Speed: 191.647 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 459], Speed: 194.400 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 469], Speed: 181.477 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 479], Speed: 190.769 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 489], Speed: 180.404 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 499], Speed: 190.117 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 509], Speed: 196.876 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 519], Speed: 186.399 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 529], Speed: 178.533 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 539], Speed: 188.656 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 63][Batch 549], Speed: 202.758 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 559], Speed: 171.472 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 569], Speed: 197.486 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 579], Speed: 187.526 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 589], Speed: 191.478 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 599], Speed: 177.189 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 609], Speed: 197.400 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 619], Speed: 179.875 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 629], Speed: 189.632 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 639], Speed: 186.969 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 649], Speed: 176.181 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 659], Speed: 185.714 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 669], Speed: 203.107 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 679], Speed: 187.722 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 689], Speed: 192.172 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.831 [Epoch 63][Batch 699], Speed: 184.076 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 709], Speed: 191.733 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 719], Speed: 192.681 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 729], Speed: 193.313 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 739], Speed: 185.185 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 749], Speed: 172.868 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 63][Batch 759], Speed: 182.064 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 769], Speed: 191.177 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 779], Speed: 176.286 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 789], Speed: 187.989 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 799], Speed: 181.693 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 809], Speed: 179.009 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 819], Speed: 182.714 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 829], Speed: 192.070 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 839], Speed: 187.647 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 849], Speed: 192.904 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 859], Speed: 166.479 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 869], Speed: 187.969 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 879], Speed: 174.668 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 889], Speed: 190.897 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 899], Speed: 185.755 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 909], Speed: 197.276 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 919], Speed: 191.779 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 929], Speed: 174.853 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 939], Speed: 174.498 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 949], Speed: 180.743 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 959], Speed: 188.813 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 63][Batch 969], Speed: 195.876 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 979], Speed: 164.107 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 989], Speed: 191.426 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 999], Speed: 175.503 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1009], Speed: 185.923 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1019], Speed: 202.900 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1029], Speed: 199.781 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1039], Speed: 194.208 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1049], Speed: 171.885 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1059], Speed: 182.690 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1069], Speed: 192.288 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1079], Speed: 181.174 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1089], Speed: 197.851 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1099], Speed: 182.621 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1109], Speed: 178.889 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1119], Speed: 181.809 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1129], Speed: 200.575 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1139], Speed: 182.355 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1149], Speed: 194.017 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1159], Speed: 201.488 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1169], Speed: 197.686 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 63][Batch 1179], Speed: 191.704 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 63][Batch 1189], Speed: 191.362 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 63][Batch 1199], Speed: 175.089 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 63][Batch 1209], Speed: 178.163 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 63][Batch 1219], Speed: 177.973 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 63] Training cost: 644.371, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 64][Batch 9], Speed: 127.104 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 19], Speed: 193.252 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 29], Speed: 178.150 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 39], Speed: 183.774 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 49], Speed: 201.599 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 59], Speed: 197.982 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 69], Speed: 196.767 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 79], Speed: 180.222 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 89], Speed: 184.412 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 99], Speed: 185.520 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 109], Speed: 188.868 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 119], Speed: 183.573 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 64][Batch 129], Speed: 205.072 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 64][Batch 139], Speed: 174.181 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 64][Batch 149], Speed: 182.916 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 64][Batch 159], Speed: 183.031 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 64][Batch 169], Speed: 186.126 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 179], Speed: 195.159 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 189], Speed: 195.699 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 199], Speed: 189.013 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 209], Speed: 183.833 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 219], Speed: 195.213 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 229], Speed: 193.005 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 239], Speed: 199.335 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 64][Batch 249], Speed: 201.979 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 259], Speed: 173.000 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 64][Batch 269], Speed: 186.806 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 279], Speed: 184.604 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 289], Speed: 189.989 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 299], Speed: 197.106 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 309], Speed: 200.603 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 319], Speed: 175.748 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 64][Batch 329], Speed: 195.160 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 339], Speed: 187.626 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 349], Speed: 178.105 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 359], Speed: 179.852 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 369], Speed: 191.579 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 64][Batch 379], Speed: 187.436 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 389], Speed: 179.792 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 399], Speed: 188.705 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 409], Speed: 180.115 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 419], Speed: 180.801 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 429], Speed: 185.586 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 439], Speed: 180.935 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 449], Speed: 191.556 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 459], Speed: 182.405 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 469], Speed: 191.616 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 479], Speed: 183.765 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 489], Speed: 194.647 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 499], Speed: 194.292 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 509], Speed: 187.042 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 519], Speed: 190.157 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 529], Speed: 187.943 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 539], Speed: 180.467 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 549], Speed: 187.956 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 559], Speed: 184.101 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 569], Speed: 184.452 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 579], Speed: 179.917 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 64][Batch 589], Speed: 195.732 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 599], Speed: 192.020 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 609], Speed: 181.901 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 619], Speed: 185.272 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 629], Speed: 185.334 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 639], Speed: 174.118 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 649], Speed: 174.431 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 659], Speed: 189.311 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 669], Speed: 201.477 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 679], Speed: 187.119 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 689], Speed: 184.578 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 699], Speed: 192.852 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 709], Speed: 192.609 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 719], Speed: 176.999 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 729], Speed: 198.198 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 739], Speed: 194.650 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 749], Speed: 193.102 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 759], Speed: 205.894 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 769], Speed: 184.291 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 779], Speed: 185.917 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 789], Speed: 188.953 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 64][Batch 799], Speed: 192.491 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 809], Speed: 184.596 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 819], Speed: 195.309 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 829], Speed: 163.730 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 839], Speed: 188.806 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 849], Speed: 199.517 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 859], Speed: 182.488 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 869], Speed: 187.248 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 879], Speed: 187.087 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 889], Speed: 192.356 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 899], Speed: 192.863 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 909], Speed: 188.000 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 919], Speed: 189.546 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 929], Speed: 176.059 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 939], Speed: 195.480 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 949], Speed: 190.888 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 959], Speed: 174.142 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 969], Speed: 193.057 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 979], Speed: 178.111 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 989], Speed: 188.098 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 999], Speed: 193.194 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 1009], Speed: 190.962 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 64][Batch 1019], Speed: 196.267 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1029], Speed: 195.970 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1039], Speed: 188.714 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1049], Speed: 191.692 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1059], Speed: 194.244 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1069], Speed: 184.070 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1079], Speed: 183.425 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1089], Speed: 195.362 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1099], Speed: 172.467 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1109], Speed: 181.244 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1119], Speed: 183.232 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1129], Speed: 188.858 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1139], Speed: 189.825 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1149], Speed: 182.265 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1159], Speed: 192.336 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1169], Speed: 186.927 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1179], Speed: 185.593 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1189], Speed: 179.952 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1199], Speed: 177.009 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1209], Speed: 197.738 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64][Batch 1219], Speed: 181.429 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 64] Training cost: 641.067, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 65][Batch 9], Speed: 124.167 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.228, HeatmapFocal=1.823 [Epoch 65][Batch 19], Speed: 182.538 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.228, HeatmapFocal=1.822 [Epoch 65][Batch 29], Speed: 190.088 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.822 [Epoch 65][Batch 39], Speed: 196.716 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.228, HeatmapFocal=1.822 [Epoch 65][Batch 49], Speed: 186.969 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 59], Speed: 201.126 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 69], Speed: 204.524 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.228, HeatmapFocal=1.822 [Epoch 65][Batch 79], Speed: 176.914 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 89], Speed: 199.504 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 99], Speed: 178.399 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 109], Speed: 188.364 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 119], Speed: 192.247 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 129], Speed: 206.646 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 139], Speed: 185.043 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 149], Speed: 168.781 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 159], Speed: 179.418 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 169], Speed: 178.720 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 179], Speed: 192.206 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 189], Speed: 197.518 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 199], Speed: 181.537 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 209], Speed: 190.669 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 219], Speed: 193.140 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 65][Batch 229], Speed: 180.113 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 239], Speed: 185.509 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 249], Speed: 196.052 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 259], Speed: 174.656 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 269], Speed: 196.857 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 279], Speed: 183.116 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 289], Speed: 187.813 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 299], Speed: 192.622 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 309], Speed: 202.568 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 319], Speed: 185.330 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 329], Speed: 174.172 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 339], Speed: 186.604 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 349], Speed: 174.875 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 359], Speed: 198.003 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 369], Speed: 195.966 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 379], Speed: 175.375 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 389], Speed: 178.455 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 399], Speed: 180.127 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 409], Speed: 177.565 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 419], Speed: 191.146 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 429], Speed: 190.412 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 65][Batch 439], Speed: 189.400 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 449], Speed: 191.328 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 459], Speed: 184.449 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 469], Speed: 193.244 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 479], Speed: 188.777 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 489], Speed: 183.569 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 499], Speed: 185.437 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 509], Speed: 202.414 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 519], Speed: 151.603 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 529], Speed: 177.919 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 539], Speed: 179.248 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 549], Speed: 188.926 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 559], Speed: 172.074 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 569], Speed: 200.541 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 579], Speed: 185.059 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 589], Speed: 188.284 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 599], Speed: 190.605 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 609], Speed: 195.119 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 619], Speed: 193.516 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 629], Speed: 181.733 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 639], Speed: 181.357 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 649], Speed: 176.959 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 65][Batch 659], Speed: 192.831 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 669], Speed: 197.184 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 679], Speed: 182.170 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 689], Speed: 177.004 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 699], Speed: 194.332 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 709], Speed: 192.199 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 719], Speed: 192.272 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 729], Speed: 195.056 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 739], Speed: 177.282 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 749], Speed: 146.385 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 759], Speed: 188.061 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 769], Speed: 186.518 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 779], Speed: 193.856 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 789], Speed: 195.832 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 799], Speed: 173.921 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 809], Speed: 166.806 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 819], Speed: 178.008 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 829], Speed: 188.876 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 839], Speed: 193.312 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 849], Speed: 196.750 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 859], Speed: 189.439 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 869], Speed: 176.646 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 65][Batch 879], Speed: 174.234 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 889], Speed: 188.561 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 899], Speed: 176.661 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 909], Speed: 194.682 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 919], Speed: 195.731 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 929], Speed: 199.717 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 939], Speed: 186.886 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 949], Speed: 192.480 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 959], Speed: 177.972 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 969], Speed: 168.986 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 979], Speed: 194.099 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 989], Speed: 194.222 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 999], Speed: 183.415 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1009], Speed: 185.458 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1019], Speed: 178.287 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1029], Speed: 195.566 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1039], Speed: 186.486 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1049], Speed: 182.003 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1059], Speed: 188.312 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1069], Speed: 202.819 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1079], Speed: 192.012 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1089], Speed: 193.511 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1099], Speed: 190.715 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 65][Batch 1109], Speed: 199.494 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1119], Speed: 188.538 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1129], Speed: 176.950 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1139], Speed: 190.689 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1149], Speed: 184.879 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1159], Speed: 173.689 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1169], Speed: 198.927 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1179], Speed: 187.530 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1189], Speed: 199.277 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1199], Speed: 200.139 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1209], Speed: 199.211 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65][Batch 1219], Speed: 202.395 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 65] Training cost: 644.249, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 66][Batch 9], Speed: 112.999 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 66][Batch 19], Speed: 186.130 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 29], Speed: 189.687 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 39], Speed: 191.464 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 49], Speed: 183.283 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 59], Speed: 190.106 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 69], Speed: 203.094 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 79], Speed: 193.191 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 89], Speed: 204.494 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 99], Speed: 177.638 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 66][Batch 109], Speed: 183.462 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 119], Speed: 190.397 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 129], Speed: 205.408 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 139], Speed: 197.043 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 149], Speed: 188.739 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 159], Speed: 189.198 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 169], Speed: 187.261 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 179], Speed: 193.234 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 189], Speed: 193.209 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 199], Speed: 171.341 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 209], Speed: 206.136 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 219], Speed: 197.462 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 229], Speed: 178.730 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 239], Speed: 180.273 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 249], Speed: 188.952 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 259], Speed: 193.528 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 269], Speed: 189.219 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 279], Speed: 170.429 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 289], Speed: 191.271 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 299], Speed: 174.581 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 66][Batch 309], Speed: 182.884 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 66][Batch 319], Speed: 171.790 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 329], Speed: 198.779 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 339], Speed: 175.241 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 349], Speed: 192.631 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 359], Speed: 186.765 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 369], Speed: 194.332 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 379], Speed: 189.543 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 389], Speed: 189.069 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 399], Speed: 201.728 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 409], Speed: 170.794 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 419], Speed: 188.272 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 429], Speed: 194.387 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 439], Speed: 183.748 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 66][Batch 449], Speed: 192.005 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 459], Speed: 196.621 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 469], Speed: 185.305 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 479], Speed: 191.929 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 489], Speed: 197.895 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 499], Speed: 180.354 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 509], Speed: 202.760 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 519], Speed: 198.984 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 529], Speed: 179.879 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 66][Batch 539], Speed: 185.957 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 549], Speed: 194.248 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 559], Speed: 175.215 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 569], Speed: 199.741 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 579], Speed: 199.774 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 589], Speed: 179.988 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 599], Speed: 175.745 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 609], Speed: 199.525 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 619], Speed: 191.377 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 629], Speed: 186.056 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 639], Speed: 199.223 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 649], Speed: 188.190 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 659], Speed: 179.807 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 669], Speed: 198.068 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 679], Speed: 184.588 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 689], Speed: 182.409 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 699], Speed: 203.291 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 709], Speed: 192.609 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 719], Speed: 194.574 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 729], Speed: 196.488 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 739], Speed: 177.057 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 749], Speed: 191.568 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 66][Batch 759], Speed: 186.632 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 769], Speed: 190.597 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 779], Speed: 195.207 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 789], Speed: 194.174 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 799], Speed: 171.424 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 809], Speed: 193.804 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 819], Speed: 186.892 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 829], Speed: 187.880 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 839], Speed: 192.224 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 849], Speed: 195.634 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 859], Speed: 187.883 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 869], Speed: 179.546 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 879], Speed: 174.868 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 889], Speed: 187.076 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 899], Speed: 187.043 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 909], Speed: 184.681 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 919], Speed: 176.208 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 929], Speed: 181.838 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 939], Speed: 180.847 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 949], Speed: 172.396 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 959], Speed: 193.277 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 969], Speed: 199.236 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 979], Speed: 168.099 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 66][Batch 989], Speed: 187.801 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 999], Speed: 172.491 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1009], Speed: 182.456 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1019], Speed: 188.500 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1029], Speed: 197.737 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1039], Speed: 174.600 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1049], Speed: 174.548 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1059], Speed: 174.490 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1069], Speed: 192.896 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1079], Speed: 187.459 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1089], Speed: 200.055 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1099], Speed: 176.057 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1109], Speed: 189.264 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1119], Speed: 177.362 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1129], Speed: 191.995 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1139], Speed: 178.712 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1149], Speed: 193.157 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1159], Speed: 180.980 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1169], Speed: 191.703 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1179], Speed: 178.942 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1189], Speed: 195.463 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1199], Speed: 192.734 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1209], Speed: 191.361 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 66][Batch 1219], Speed: 186.582 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 66] Training cost: 641.618, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 9], Speed: 89.940 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 19], Speed: 178.596 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 29], Speed: 176.290 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 39], Speed: 190.279 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 49], Speed: 192.812 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 59], Speed: 191.502 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 69], Speed: 187.305 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 79], Speed: 173.892 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 89], Speed: 170.519 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 99], Speed: 194.193 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 109], Speed: 193.891 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 119], Speed: 192.622 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 129], Speed: 205.994 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 139], Speed: 186.807 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 149], Speed: 187.951 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 67][Batch 159], Speed: 201.297 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 169], Speed: 185.649 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 179], Speed: 192.005 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 189], Speed: 207.090 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 199], Speed: 183.030 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 209], Speed: 187.242 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 67][Batch 219], Speed: 193.667 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 229], Speed: 189.269 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 239], Speed: 181.111 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 249], Speed: 197.199 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 259], Speed: 194.636 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 269], Speed: 187.110 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 279], Speed: 194.400 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 289], Speed: 189.228 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 299], Speed: 173.307 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 309], Speed: 201.766 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 319], Speed: 190.878 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 329], Speed: 203.353 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 339], Speed: 186.738 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 349], Speed: 190.324 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 359], Speed: 194.729 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 369], Speed: 193.942 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 379], Speed: 171.647 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 389], Speed: 188.498 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 399], Speed: 191.061 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 409], Speed: 193.997 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 419], Speed: 187.737 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 429], Speed: 198.600 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 439], Speed: 193.448 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 67][Batch 449], Speed: 173.317 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 459], Speed: 171.271 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 469], Speed: 180.027 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 479], Speed: 194.385 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 489], Speed: 198.384 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 499], Speed: 189.924 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 509], Speed: 185.377 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 519], Speed: 190.972 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 529], Speed: 189.807 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 539], Speed: 192.396 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 549], Speed: 201.353 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 559], Speed: 190.678 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 569], Speed: 188.582 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 579], Speed: 190.537 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 589], Speed: 193.096 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 599], Speed: 193.676 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 609], Speed: 192.172 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 619], Speed: 189.731 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 629], Speed: 190.281 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 639], Speed: 194.460 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 649], Speed: 171.832 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 659], Speed: 180.400 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 669], Speed: 174.732 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 67][Batch 679], Speed: 187.794 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 689], Speed: 187.527 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 699], Speed: 190.205 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 709], Speed: 192.935 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 719], Speed: 191.162 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 729], Speed: 192.432 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 739], Speed: 194.191 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 749], Speed: 188.608 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 759], Speed: 182.575 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 769], Speed: 188.697 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 779], Speed: 191.854 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 789], Speed: 192.053 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 799], Speed: 185.345 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 809], Speed: 190.174 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 819], Speed: 173.612 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 829], Speed: 192.813 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 839], Speed: 194.469 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 849], Speed: 185.502 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 859], Speed: 189.284 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 869], Speed: 182.894 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 879], Speed: 190.644 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 889], Speed: 182.596 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 899], Speed: 191.442 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 67][Batch 909], Speed: 186.076 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 919], Speed: 173.574 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 929], Speed: 192.374 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 939], Speed: 190.493 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 949], Speed: 196.866 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 959], Speed: 177.579 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 969], Speed: 188.757 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 979], Speed: 195.155 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 989], Speed: 189.178 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 999], Speed: 196.356 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1009], Speed: 193.702 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1019], Speed: 182.791 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1029], Speed: 185.770 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1039], Speed: 181.774 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1049], Speed: 184.344 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1059], Speed: 189.135 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1069], Speed: 196.429 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1079], Speed: 192.765 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1089], Speed: 198.758 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1099], Speed: 179.110 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1109], Speed: 179.235 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1119], Speed: 185.287 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1129], Speed: 185.708 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 67][Batch 1139], Speed: 174.191 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1149], Speed: 181.780 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1159], Speed: 180.215 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1169], Speed: 176.103 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1179], Speed: 179.490 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1189], Speed: 175.748 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1199], Speed: 194.594 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1209], Speed: 187.179 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67][Batch 1219], Speed: 193.267 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 67] Training cost: 645.646, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 68][Batch 9], Speed: 116.119 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.806 [Epoch 68][Batch 19], Speed: 176.970 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 68][Batch 29], Speed: 189.987 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 68][Batch 39], Speed: 198.718 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 68][Batch 49], Speed: 196.783 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 68][Batch 59], Speed: 190.521 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 68][Batch 69], Speed: 170.018 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 79], Speed: 174.985 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 89], Speed: 182.138 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 99], Speed: 191.710 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 109], Speed: 198.092 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 119], Speed: 181.446 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 129], Speed: 188.492 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 139], Speed: 194.421 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 68][Batch 149], Speed: 183.660 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 159], Speed: 173.530 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 169], Speed: 186.199 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 179], Speed: 196.981 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 189], Speed: 195.462 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 199], Speed: 186.615 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 209], Speed: 169.935 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 219], Speed: 180.085 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 229], Speed: 185.952 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 239], Speed: 177.453 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 249], Speed: 200.692 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 259], Speed: 179.439 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 269], Speed: 188.572 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 68][Batch 279], Speed: 190.376 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 289], Speed: 187.104 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 299], Speed: 194.806 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 309], Speed: 180.810 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 319], Speed: 180.712 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 329], Speed: 193.066 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 339], Speed: 198.779 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 349], Speed: 182.958 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 359], Speed: 187.268 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 369], Speed: 193.569 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 68][Batch 379], Speed: 185.819 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 389], Speed: 193.086 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 399], Speed: 184.966 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 409], Speed: 184.875 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 419], Speed: 198.135 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 429], Speed: 187.108 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 439], Speed: 178.102 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 449], Speed: 191.805 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 459], Speed: 199.158 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 469], Speed: 195.544 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 479], Speed: 188.067 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 489], Speed: 190.822 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 499], Speed: 188.766 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 509], Speed: 189.901 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 519], Speed: 192.413 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 529], Speed: 188.696 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 539], Speed: 193.425 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 549], Speed: 199.868 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 559], Speed: 180.027 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 569], Speed: 178.358 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 579], Speed: 187.245 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 68][Batch 589], Speed: 191.320 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 68][Batch 599], Speed: 179.219 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 68][Batch 609], Speed: 180.799 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 68][Batch 619], Speed: 185.722 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 68][Batch 629], Speed: 185.348 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 639], Speed: 194.470 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 649], Speed: 175.369 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 68][Batch 659], Speed: 197.117 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 669], Speed: 199.135 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 679], Speed: 185.525 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 689], Speed: 174.709 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 699], Speed: 204.042 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 709], Speed: 194.907 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 719], Speed: 199.510 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 729], Speed: 197.461 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 739], Speed: 172.573 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 749], Speed: 187.585 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 759], Speed: 205.262 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 769], Speed: 176.475 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 779], Speed: 198.537 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 789], Speed: 199.017 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 799], Speed: 173.551 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 809], Speed: 177.071 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 819], Speed: 191.118 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 829], Speed: 188.019 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 839], Speed: 194.310 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 68][Batch 849], Speed: 185.892 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 859], Speed: 176.382 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 869], Speed: 179.729 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 879], Speed: 205.011 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 889], Speed: 177.518 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 899], Speed: 187.457 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 909], Speed: 197.166 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 919], Speed: 187.868 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 929], Speed: 179.220 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 68][Batch 939], Speed: 196.936 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 949], Speed: 192.082 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 959], Speed: 194.759 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 969], Speed: 192.640 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 979], Speed: 186.190 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 989], Speed: 179.948 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 999], Speed: 185.999 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1009], Speed: 181.818 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1019], Speed: 195.915 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1029], Speed: 181.333 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1039], Speed: 174.447 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1049], Speed: 176.062 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1059], Speed: 183.088 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 68][Batch 1069], Speed: 178.872 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 68][Batch 1079], Speed: 183.452 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 68][Batch 1089], Speed: 201.920 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1099], Speed: 181.247 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1109], Speed: 189.423 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1119], Speed: 211.455 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1129], Speed: 192.106 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1139], Speed: 180.981 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1149], Speed: 176.094 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 68][Batch 1159], Speed: 189.549 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1169], Speed: 181.495 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1179], Speed: 177.995 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1189], Speed: 179.318 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1199], Speed: 187.327 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1209], Speed: 197.406 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68][Batch 1219], Speed: 190.001 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 68] Training cost: 645.128, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 9], Speed: 107.146 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=1.801 [Epoch 69][Batch 19], Speed: 179.713 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.801 [Epoch 69][Batch 29], Speed: 177.606 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 39], Speed: 181.417 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 49], Speed: 185.756 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 59], Speed: 189.704 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 69], Speed: 184.003 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 79], Speed: 192.153 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 89], Speed: 194.046 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 69][Batch 99], Speed: 186.091 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 109], Speed: 179.440 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 119], Speed: 193.825 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 129], Speed: 198.452 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 139], Speed: 174.052 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 149], Speed: 189.833 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 159], Speed: 189.215 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 169], Speed: 187.300 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 179], Speed: 199.637 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 189], Speed: 207.205 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 69][Batch 199], Speed: 171.594 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 209], Speed: 192.095 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 219], Speed: 179.726 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 229], Speed: 185.790 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 239], Speed: 198.938 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 249], Speed: 191.842 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 259], Speed: 180.334 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 269], Speed: 178.628 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 279], Speed: 176.569 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 289], Speed: 197.172 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 299], Speed: 200.399 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 309], Speed: 188.902 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 319], Speed: 168.864 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 329], Speed: 167.586 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 69][Batch 339], Speed: 189.204 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 349], Speed: 199.894 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 359], Speed: 187.461 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 369], Speed: 197.729 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 379], Speed: 178.861 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 389], Speed: 191.481 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 399], Speed: 188.010 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 409], Speed: 180.812 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 419], Speed: 200.841 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 429], Speed: 207.241 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 439], Speed: 174.008 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 449], Speed: 184.694 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 459], Speed: 174.880 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 469], Speed: 194.492 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 479], Speed: 198.237 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 489], Speed: 191.475 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 499], Speed: 183.212 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 509], Speed: 180.464 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 519], Speed: 192.044 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 529], Speed: 182.281 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 539], Speed: 187.154 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 549], Speed: 178.359 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 559], Speed: 168.940 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 69][Batch 569], Speed: 181.852 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 579], Speed: 186.675 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 589], Speed: 195.019 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 599], Speed: 194.197 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 609], Speed: 201.058 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 619], Speed: 195.226 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 629], Speed: 180.758 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 639], Speed: 185.058 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 649], Speed: 186.523 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 659], Speed: 196.871 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 669], Speed: 192.816 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 679], Speed: 172.569 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 689], Speed: 185.207 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 699], Speed: 176.245 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 709], Speed: 184.088 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 719], Speed: 192.646 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 729], Speed: 198.378 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 739], Speed: 175.897 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 749], Speed: 188.113 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 759], Speed: 184.424 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 769], Speed: 190.615 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 779], Speed: 191.609 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 789], Speed: 184.071 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 799], Speed: 188.470 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 809], Speed: 188.874 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 69][Batch 819], Speed: 186.873 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 829], Speed: 193.028 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 839], Speed: 197.751 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 849], Speed: 201.011 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 859], Speed: 170.079 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 869], Speed: 181.550 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 879], Speed: 175.413 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 889], Speed: 188.921 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 899], Speed: 187.711 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 909], Speed: 199.052 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 919], Speed: 176.180 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 929], Speed: 184.842 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 939], Speed: 180.506 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 949], Speed: 195.798 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 959], Speed: 195.918 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 969], Speed: 200.751 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 979], Speed: 180.178 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 989], Speed: 186.584 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 999], Speed: 186.228 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 1009], Speed: 189.839 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 1019], Speed: 192.717 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 1029], Speed: 199.757 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 1039], Speed: 174.999 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 1049], Speed: 181.599 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 69][Batch 1059], Speed: 190.915 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1069], Speed: 177.931 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1079], Speed: 192.131 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1089], Speed: 196.047 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1099], Speed: 181.751 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1109], Speed: 199.860 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1119], Speed: 183.861 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1129], Speed: 181.875 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1139], Speed: 188.231 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1149], Speed: 182.950 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1159], Speed: 192.263 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1169], Speed: 181.807 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1179], Speed: 197.354 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1189], Speed: 176.451 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1199], Speed: 204.120 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1209], Speed: 191.187 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69][Batch 1219], Speed: 183.245 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 69] Training cost: 647.505, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 70][Batch 9], Speed: 93.074 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 70][Batch 19], Speed: 188.467 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 70][Batch 29], Speed: 188.479 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 70][Batch 39], Speed: 165.717 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 70][Batch 49], Speed: 185.181 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 70][Batch 59], Speed: 200.630 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 70][Batch 69], Speed: 207.922 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 70][Batch 79], Speed: 194.282 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 89], Speed: 168.182 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 99], Speed: 189.819 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 70][Batch 109], Speed: 189.805 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 119], Speed: 198.122 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 70][Batch 129], Speed: 207.915 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 139], Speed: 207.623 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 149], Speed: 185.872 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 159], Speed: 182.130 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 169], Speed: 189.519 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 179], Speed: 195.884 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 189], Speed: 194.661 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 199], Speed: 175.507 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 209], Speed: 187.670 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 219], Speed: 189.601 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 229], Speed: 176.697 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 239], Speed: 199.738 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 249], Speed: 195.714 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 259], Speed: 184.438 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 269], Speed: 174.323 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 279], Speed: 177.710 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 289], Speed: 191.123 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 299], Speed: 193.996 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 309], Speed: 191.057 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 70][Batch 319], Speed: 191.370 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 329], Speed: 185.006 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 339], Speed: 186.763 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 349], Speed: 195.362 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 70][Batch 359], Speed: 177.475 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 70][Batch 369], Speed: 200.133 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 70][Batch 379], Speed: 182.695 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 389], Speed: 183.761 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 399], Speed: 183.460 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 409], Speed: 198.702 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 419], Speed: 194.405 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 429], Speed: 206.996 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 439], Speed: 197.091 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 449], Speed: 174.789 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 459], Speed: 190.489 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 469], Speed: 195.632 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 479], Speed: 188.390 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 489], Speed: 187.241 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 499], Speed: 183.387 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 509], Speed: 172.707 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 519], Speed: 189.766 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 529], Speed: 176.965 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 539], Speed: 192.888 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 549], Speed: 204.131 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 70][Batch 559], Speed: 174.129 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 569], Speed: 181.111 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 579], Speed: 183.864 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 589], Speed: 193.508 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 599], Speed: 189.672 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 609], Speed: 202.578 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 619], Speed: 165.239 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 629], Speed: 183.038 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 639], Speed: 190.922 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 649], Speed: 191.122 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 659], Speed: 181.688 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 669], Speed: 198.296 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 679], Speed: 182.168 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 689], Speed: 178.052 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 699], Speed: 194.204 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 709], Speed: 190.560 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 719], Speed: 180.278 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 729], Speed: 171.541 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 739], Speed: 193.056 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 749], Speed: 185.129 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 759], Speed: 186.880 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 769], Speed: 185.476 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.793 [Epoch 70][Batch 779], Speed: 187.003 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 70][Batch 789], Speed: 192.289 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 70][Batch 799], Speed: 190.857 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 70][Batch 809], Speed: 185.456 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 819], Speed: 192.123 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 829], Speed: 179.020 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 839], Speed: 193.221 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 849], Speed: 184.344 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 859], Speed: 192.781 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 869], Speed: 177.448 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 879], Speed: 194.378 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 889], Speed: 193.222 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 899], Speed: 194.505 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 909], Speed: 199.451 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 919], Speed: 193.837 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 929], Speed: 171.677 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 939], Speed: 192.024 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 949], Speed: 185.844 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 959], Speed: 179.286 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.792 [Epoch 70][Batch 969], Speed: 201.448 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 979], Speed: 177.268 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 989], Speed: 182.730 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 999], Speed: 198.880 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 1009], Speed: 194.686 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 1019], Speed: 194.218 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 1029], Speed: 194.028 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 1039], Speed: 178.832 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 1049], Speed: 181.297 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 70][Batch 1059], Speed: 183.939 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1069], Speed: 202.737 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1079], Speed: 189.422 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1089], Speed: 194.659 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1099], Speed: 194.582 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1109], Speed: 189.697 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1119], Speed: 188.870 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1129], Speed: 181.275 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1139], Speed: 203.211 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1149], Speed: 194.667 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1159], Speed: 185.536 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 70][Batch 1169], Speed: 182.793 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1179], Speed: 186.423 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1189], Speed: 186.778 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1199], Speed: 187.705 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1209], Speed: 185.102 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70][Batch 1219], Speed: 202.093 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70] Training cost: 645.250, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 70] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.278 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.090 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 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.257 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.142 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.429 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633 person=38.6 bicycle=20.1 car=24.4 motorcycle=29.3 airplane=52.6 bus=51.2 train=52.4 truck=22.6 boat=13.0 traffic light=12.6 fire hydrant=53.9 stop sign=49.1 parking meter=29.8 bench=15.0 bird=20.2 cat=55.1 dog=49.9 horse=44.8 sheep=36.7 cow=35.4 elephant=51.9 bear=62.0 zebra=57.6 giraffe=57.7 backpack=7.7 umbrella=26.6 handbag=5.1 tie=18.1 suitcase=23.0 frisbee=41.4 skis=12.0 snowboard=15.2 sports ball=21.2 kite=22.1 baseball bat=11.7 baseball glove=20.3 skateboard=38.4 surfboard=21.7 tennis racket=31.4 bottle=19.5 wine glass=19.8 cup=24.1 fork=18.4 knife=5.3 spoon=4.7 bowl=26.2 banana=16.2 apple=9.6 sandwich=24.0 orange=24.0 broccoli=15.9 carrot=11.7 hot dog=22.6 pizza=39.3 donut=32.3 cake=25.1 chair=17.0 couch=31.5 potted plant=15.9 bed=32.8 dining table=19.8 toilet=50.2 tv=43.4 laptop=43.9 mouse=41.3 remote=12.5 keyboard=37.0 cell phone=19.0 microwave=43.7 oven=23.2 toaster=15.7 sink=25.6 refrigerator=35.4 book=2.8 clock=36.9 vase=26.5 scissors=19.2 teddy bear=30.7 hair drier=2.0 toothbrush=10.2 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =27.8 [Epoch 71][Batch 9], Speed: 86.150 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 71][Batch 19], Speed: 184.830 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 71][Batch 29], Speed: 182.909 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.791 [Epoch 71][Batch 39], Speed: 197.196 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 71][Batch 49], Speed: 196.112 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 71][Batch 59], Speed: 189.260 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 71][Batch 69], Speed: 206.313 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 71][Batch 79], Speed: 186.630 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 89], Speed: 184.522 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 99], Speed: 199.321 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 109], Speed: 190.846 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 119], Speed: 189.494 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 129], Speed: 204.012 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 139], Speed: 199.643 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 149], Speed: 199.671 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 159], Speed: 185.760 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 169], Speed: 183.626 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 179], Speed: 196.684 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 189], Speed: 204.848 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 199], Speed: 195.268 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 209], Speed: 180.861 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 219], Speed: 192.221 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 229], Speed: 186.333 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 239], Speed: 188.597 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 249], Speed: 200.111 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 259], Speed: 165.583 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 269], Speed: 184.764 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 279], Speed: 185.759 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 289], Speed: 174.416 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 71][Batch 299], Speed: 195.155 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 71][Batch 309], Speed: 196.458 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 71][Batch 319], Speed: 180.127 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 329], Speed: 195.815 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 339], Speed: 181.317 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 349], Speed: 177.832 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 359], Speed: 184.623 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 369], Speed: 188.412 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 379], Speed: 193.360 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 389], Speed: 173.044 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 399], Speed: 192.566 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 409], Speed: 188.591 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 419], Speed: 181.668 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 429], Speed: 191.078 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 439], Speed: 185.047 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 449], Speed: 178.782 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 459], Speed: 188.028 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 71][Batch 469], Speed: 187.955 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 479], Speed: 190.593 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 489], Speed: 174.985 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 499], Speed: 188.411 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 509], Speed: 168.631 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 519], Speed: 187.127 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 529], Speed: 187.388 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 539], Speed: 177.691 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 549], Speed: 184.406 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 559], Speed: 198.163 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 71][Batch 569], Speed: 174.838 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 579], Speed: 188.417 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 589], Speed: 189.725 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 599], Speed: 181.734 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 609], Speed: 178.797 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 619], Speed: 186.260 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 629], Speed: 181.193 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 639], Speed: 187.705 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 649], Speed: 186.338 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 659], Speed: 188.317 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 669], Speed: 185.005 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 679], Speed: 191.841 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 689], Speed: 178.228 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 699], Speed: 191.777 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 709], Speed: 192.567 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 719], Speed: 185.580 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 729], Speed: 182.438 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 739], Speed: 183.891 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 749], Speed: 173.231 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 759], Speed: 176.044 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 769], Speed: 192.780 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 779], Speed: 188.927 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 789], Speed: 194.873 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 799], Speed: 192.961 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 809], Speed: 173.304 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 71][Batch 819], Speed: 176.831 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 829], Speed: 189.702 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 839], Speed: 190.283 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 849], Speed: 189.532 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 859], Speed: 188.025 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 869], Speed: 184.715 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 879], Speed: 187.818 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 889], Speed: 193.929 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 899], Speed: 181.849 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 909], Speed: 194.383 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 919], Speed: 180.474 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 929], Speed: 169.284 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 939], Speed: 186.323 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 949], Speed: 185.533 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 959], Speed: 195.065 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 969], Speed: 196.783 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 979], Speed: 184.417 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 989], Speed: 186.831 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 999], Speed: 189.560 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1009], Speed: 184.778 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1019], Speed: 188.900 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1029], Speed: 197.504 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1039], Speed: 178.995 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1049], Speed: 175.521 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1059], Speed: 189.469 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1069], Speed: 181.847 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1079], Speed: 173.853 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 71][Batch 1089], Speed: 201.363 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1099], Speed: 187.631 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1109], Speed: 189.551 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1119], Speed: 169.031 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1129], Speed: 178.259 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1139], Speed: 206.381 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1149], Speed: 198.413 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1159], Speed: 182.085 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1169], Speed: 211.434 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1179], Speed: 192.959 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1189], Speed: 181.492 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1199], Speed: 189.059 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1209], Speed: 178.698 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71][Batch 1219], Speed: 193.030 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 71] Training cost: 644.116, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 9], Speed: 110.057 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 19], Speed: 175.129 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 29], Speed: 180.857 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 39], Speed: 178.421 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 49], Speed: 178.377 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.786 [Epoch 72][Batch 59], Speed: 197.010 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.786 [Epoch 72][Batch 69], Speed: 197.985 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 79], Speed: 185.733 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.786 [Epoch 72][Batch 89], Speed: 197.529 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 72][Batch 99], Speed: 186.493 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.786 [Epoch 72][Batch 109], Speed: 190.362 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 119], Speed: 189.874 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 129], Speed: 204.547 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 139], Speed: 190.330 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 149], Speed: 158.370 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 159], Speed: 179.370 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 169], Speed: 189.057 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 179], Speed: 203.014 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 189], Speed: 198.441 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 199], Speed: 185.157 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 209], Speed: 176.059 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 219], Speed: 180.267 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 229], Speed: 192.503 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 239], Speed: 190.389 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 249], Speed: 194.666 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 259], Speed: 186.080 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 269], Speed: 181.062 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 279], Speed: 186.885 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 289], Speed: 178.149 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 299], Speed: 200.239 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 309], Speed: 192.518 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 319], Speed: 176.196 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 329], Speed: 177.944 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 339], Speed: 187.080 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 349], Speed: 192.792 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 72][Batch 359], Speed: 194.499 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 369], Speed: 191.927 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 379], Speed: 198.507 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 389], Speed: 191.263 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 399], Speed: 190.100 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 409], Speed: 192.130 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 419], Speed: 202.520 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 429], Speed: 196.890 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 439], Speed: 174.107 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 449], Speed: 180.976 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 459], Speed: 194.823 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 469], Speed: 186.040 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 479], Speed: 194.665 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 489], Speed: 198.412 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 499], Speed: 185.144 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 509], Speed: 185.212 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 519], Speed: 179.141 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 529], Speed: 180.642 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 539], Speed: 200.497 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 549], Speed: 198.247 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 559], Speed: 199.921 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 569], Speed: 155.660 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 579], Speed: 187.720 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 589], Speed: 187.308 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 599], Speed: 202.167 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 609], Speed: 183.350 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 72][Batch 619], Speed: 180.938 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 629], Speed: 185.514 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 639], Speed: 189.128 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 649], Speed: 182.525 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 659], Speed: 188.670 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 669], Speed: 201.045 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 679], Speed: 177.179 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 689], Speed: 191.704 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 699], Speed: 196.981 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 709], Speed: 188.053 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 719], Speed: 191.309 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 729], Speed: 198.953 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 739], Speed: 181.813 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 749], Speed: 190.749 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 759], Speed: 197.363 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 769], Speed: 182.384 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 779], Speed: 197.631 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 789], Speed: 177.243 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 799], Speed: 181.371 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 809], Speed: 150.461 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 819], Speed: 200.646 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 829], Speed: 188.249 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 839], Speed: 193.524 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 849], Speed: 187.150 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 859], Speed: 188.055 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 72][Batch 869], Speed: 183.527 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 879], Speed: 198.395 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 889], Speed: 192.295 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 899], Speed: 195.243 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 909], Speed: 180.253 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 919], Speed: 177.221 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 929], Speed: 194.148 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 939], Speed: 190.278 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 949], Speed: 181.313 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 959], Speed: 195.112 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 969], Speed: 194.381 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 979], Speed: 178.086 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 989], Speed: 178.084 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 999], Speed: 176.967 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1009], Speed: 196.287 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1019], Speed: 169.743 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1029], Speed: 191.896 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1039], Speed: 193.319 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1049], Speed: 184.969 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1059], Speed: 189.863 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1069], Speed: 194.393 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1079], Speed: 182.638 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1089], Speed: 195.627 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1099], Speed: 193.692 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1109], Speed: 182.750 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1119], Speed: 185.342 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1129], Speed: 193.447 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 72][Batch 1139], Speed: 189.373 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1149], Speed: 163.113 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1159], Speed: 194.543 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1169], Speed: 192.362 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1179], Speed: 181.185 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1189], Speed: 189.642 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1199], Speed: 186.585 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1209], Speed: 179.370 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72][Batch 1219], Speed: 184.999 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 72] Training cost: 646.105, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 9], Speed: 86.995 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 19], Speed: 188.413 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 73][Batch 29], Speed: 179.732 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 39], Speed: 191.040 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 49], Speed: 199.246 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 59], Speed: 185.426 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 69], Speed: 199.803 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 79], Speed: 183.216 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 89], Speed: 183.809 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 99], Speed: 195.304 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 109], Speed: 193.518 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 119], Speed: 192.400 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 73][Batch 129], Speed: 214.853 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 73][Batch 139], Speed: 191.111 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 73][Batch 149], Speed: 194.954 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 73][Batch 159], Speed: 170.674 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 73][Batch 169], Speed: 190.812 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 179], Speed: 175.364 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 189], Speed: 198.045 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 199], Speed: 174.543 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 209], Speed: 188.640 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 219], Speed: 182.304 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 229], Speed: 178.457 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 239], Speed: 189.043 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 249], Speed: 185.273 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 259], Speed: 163.393 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 269], Speed: 178.372 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 279], Speed: 177.798 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 289], Speed: 185.525 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 299], Speed: 191.362 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 309], Speed: 198.787 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 319], Speed: 169.549 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 329], Speed: 177.173 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 339], Speed: 189.685 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 349], Speed: 183.968 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 359], Speed: 179.400 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 369], Speed: 190.961 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 73][Batch 379], Speed: 181.794 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 73][Batch 389], Speed: 189.382 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 73][Batch 399], Speed: 173.999 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 73][Batch 409], Speed: 190.238 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 73][Batch 419], Speed: 166.326 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 429], Speed: 194.818 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 439], Speed: 181.539 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 449], Speed: 182.288 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 459], Speed: 184.067 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 469], Speed: 190.004 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 479], Speed: 199.885 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 489], Speed: 203.005 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 499], Speed: 189.782 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 509], Speed: 190.903 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 519], Speed: 181.750 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 529], Speed: 179.100 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 539], Speed: 197.200 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 549], Speed: 197.367 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 559], Speed: 185.839 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 569], Speed: 177.745 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 579], Speed: 180.077 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 589], Speed: 190.048 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 599], Speed: 198.162 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 609], Speed: 180.366 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 619], Speed: 172.726 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 629], Speed: 184.975 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 639], Speed: 183.064 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 649], Speed: 177.696 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 659], Speed: 201.628 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 669], Speed: 181.720 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.779 [Epoch 73][Batch 679], Speed: 173.747 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 689], Speed: 183.986 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 699], Speed: 172.309 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 709], Speed: 190.609 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 719], Speed: 201.767 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 729], Speed: 178.609 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 739], Speed: 183.778 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 749], Speed: 167.365 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 759], Speed: 173.266 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 769], Speed: 186.991 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 779], Speed: 190.482 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 789], Speed: 197.850 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 799], Speed: 180.017 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 809], Speed: 170.651 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 819], Speed: 193.786 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 829], Speed: 191.560 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 839], Speed: 199.027 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 849], Speed: 187.238 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 859], Speed: 181.664 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 869], Speed: 179.134 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 879], Speed: 186.247 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 889], Speed: 199.240 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 899], Speed: 186.998 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 909], Speed: 198.216 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 919], Speed: 182.234 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 929], Speed: 169.215 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 73][Batch 939], Speed: 181.891 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 949], Speed: 193.165 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 959], Speed: 194.217 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 969], Speed: 186.667 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 979], Speed: 189.474 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 989], Speed: 171.279 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 999], Speed: 182.716 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1009], Speed: 187.443 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1019], Speed: 189.784 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1029], Speed: 206.565 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1039], Speed: 186.257 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1049], Speed: 181.629 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1059], Speed: 191.833 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1069], Speed: 187.122 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1079], Speed: 189.898 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1089], Speed: 186.214 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1099], Speed: 188.408 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1109], Speed: 198.676 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1119], Speed: 182.667 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1129], Speed: 189.820 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1139], Speed: 189.332 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1149], Speed: 204.362 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1159], Speed: 187.895 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1169], Speed: 194.707 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1179], Speed: 191.350 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1189], Speed: 204.990 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1199], Speed: 196.660 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 73][Batch 1209], Speed: 192.453 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 73][Batch 1219], Speed: 202.843 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 73] Training cost: 642.894, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 9], Speed: 78.319 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 74][Batch 19], Speed: 175.324 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 74][Batch 29], Speed: 186.534 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 39], Speed: 179.196 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 74][Batch 49], Speed: 184.126 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 74][Batch 59], Speed: 198.983 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 74][Batch 69], Speed: 201.362 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 74][Batch 79], Speed: 184.861 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 89], Speed: 178.085 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 99], Speed: 183.770 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 109], Speed: 194.159 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 119], Speed: 184.614 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 129], Speed: 209.385 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 139], Speed: 189.098 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 149], Speed: 176.418 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 159], Speed: 185.722 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 169], Speed: 182.168 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 179], Speed: 198.862 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 189], Speed: 189.580 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 199], Speed: 179.507 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 209], Speed: 191.392 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 219], Speed: 192.589 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 229], Speed: 193.727 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 74][Batch 239], Speed: 183.055 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 249], Speed: 200.707 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 259], Speed: 188.177 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 269], Speed: 189.527 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 279], Speed: 178.802 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 289], Speed: 195.406 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 299], Speed: 189.870 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 309], Speed: 201.376 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 319], Speed: 188.902 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 329], Speed: 183.065 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 339], Speed: 188.838 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 349], Speed: 184.238 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 359], Speed: 193.581 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 369], Speed: 195.682 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 379], Speed: 185.375 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 389], Speed: 178.324 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 399], Speed: 177.462 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 409], Speed: 167.350 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 419], Speed: 196.430 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 429], Speed: 196.266 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 439], Speed: 162.779 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 449], Speed: 192.713 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 459], Speed: 188.709 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 469], Speed: 178.918 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 479], Speed: 191.150 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 489], Speed: 182.306 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 499], Speed: 156.209 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 74][Batch 509], Speed: 169.039 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 519], Speed: 183.676 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 529], Speed: 177.375 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 539], Speed: 194.862 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 549], Speed: 192.393 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 559], Speed: 179.762 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 569], Speed: 187.653 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 579], Speed: 192.939 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 589], Speed: 193.030 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 599], Speed: 189.573 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 609], Speed: 200.939 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 619], Speed: 169.233 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 629], Speed: 179.386 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 639], Speed: 179.013 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 649], Speed: 189.529 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 659], Speed: 191.778 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 669], Speed: 182.605 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 679], Speed: 191.148 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 689], Speed: 170.885 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 699], Speed: 190.727 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 709], Speed: 194.256 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 719], Speed: 173.611 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 729], Speed: 195.594 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 739], Speed: 182.456 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 749], Speed: 163.977 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 759], Speed: 188.989 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 74][Batch 769], Speed: 188.452 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 779], Speed: 179.685 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 789], Speed: 184.001 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 799], Speed: 179.417 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 809], Speed: 179.961 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 819], Speed: 180.818 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 829], Speed: 183.567 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 839], Speed: 176.698 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 849], Speed: 203.421 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 859], Speed: 177.407 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 869], Speed: 194.078 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 879], Speed: 190.454 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 889], Speed: 177.343 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 899], Speed: 182.300 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 909], Speed: 201.343 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 919], Speed: 176.451 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 929], Speed: 178.830 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 939], Speed: 194.735 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 949], Speed: 195.124 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 959], Speed: 194.979 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 969], Speed: 201.470 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 979], Speed: 177.771 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 989], Speed: 188.582 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 999], Speed: 185.746 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 1009], Speed: 189.552 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 1019], Speed: 185.121 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 1029], Speed: 205.679 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 74][Batch 1039], Speed: 191.431 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1049], Speed: 186.211 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1059], Speed: 194.128 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1069], Speed: 184.460 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1079], Speed: 194.019 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1089], Speed: 202.302 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1099], Speed: 180.764 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1109], Speed: 183.274 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1119], Speed: 175.211 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1129], Speed: 183.975 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1139], Speed: 200.229 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1149], Speed: 175.525 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1159], Speed: 192.568 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1169], Speed: 194.971 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1179], Speed: 201.930 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1189], Speed: 195.022 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1199], Speed: 185.635 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1209], Speed: 174.060 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74][Batch 1219], Speed: 208.026 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 74] Training cost: 645.744, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 75][Batch 9], Speed: 102.055 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 19], Speed: 183.395 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 75][Batch 29], Speed: 181.405 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 75][Batch 39], Speed: 188.014 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 75][Batch 49], Speed: 192.726 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 75][Batch 59], Speed: 198.512 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 75][Batch 69], Speed: 203.295 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 75][Batch 79], Speed: 191.818 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 89], Speed: 175.986 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 99], Speed: 192.584 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 109], Speed: 192.496 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 119], Speed: 193.745 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 129], Speed: 212.173 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 139], Speed: 180.421 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 149], Speed: 182.942 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 159], Speed: 185.140 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 169], Speed: 185.744 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 179], Speed: 191.582 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 189], Speed: 198.658 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 199], Speed: 176.678 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 209], Speed: 183.801 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 219], Speed: 175.998 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 229], Speed: 187.169 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 239], Speed: 187.579 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 249], Speed: 199.033 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 259], Speed: 167.475 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 269], Speed: 184.917 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 279], Speed: 179.208 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 289], Speed: 188.066 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 299], Speed: 189.144 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 309], Speed: 180.395 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 75][Batch 319], Speed: 193.947 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.771 [Epoch 75][Batch 329], Speed: 171.320 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.771 [Epoch 75][Batch 339], Speed: 185.735 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.771 [Epoch 75][Batch 349], Speed: 194.792 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.770 [Epoch 75][Batch 359], Speed: 197.408 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.770 [Epoch 75][Batch 369], Speed: 196.172 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.770 [Epoch 75][Batch 379], Speed: 183.545 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.770 [Epoch 75][Batch 389], Speed: 190.891 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.770 [Epoch 75][Batch 399], Speed: 192.805 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 409], Speed: 190.166 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 419], Speed: 196.705 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 429], Speed: 189.586 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 439], Speed: 168.768 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 449], Speed: 180.410 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 459], Speed: 182.315 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 469], Speed: 197.644 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 479], Speed: 192.924 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 489], Speed: 185.583 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 499], Speed: 164.331 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 509], Speed: 173.494 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 519], Speed: 178.462 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 529], Speed: 191.363 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 539], Speed: 183.719 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 549], Speed: 188.475 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 559], Speed: 194.119 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 569], Speed: 187.257 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 579], Speed: 188.452 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 589], Speed: 177.318 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 599], Speed: 198.678 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 609], Speed: 193.322 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 75][Batch 619], Speed: 193.884 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 629], Speed: 177.925 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 639], Speed: 189.841 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 649], Speed: 191.782 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 659], Speed: 192.211 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 669], Speed: 170.434 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 679], Speed: 174.248 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 689], Speed: 188.589 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 699], Speed: 182.932 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 709], Speed: 192.275 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 719], Speed: 199.461 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 729], Speed: 186.542 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 739], Speed: 193.231 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 749], Speed: 184.955 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 759], Speed: 191.614 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 769], Speed: 177.395 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 779], Speed: 185.956 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 789], Speed: 176.711 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 799], Speed: 178.096 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 809], Speed: 182.519 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 819], Speed: 188.819 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 829], Speed: 191.607 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 839], Speed: 186.821 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 849], Speed: 195.410 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 859], Speed: 191.064 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 869], Speed: 169.835 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 879], Speed: 191.554 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 75][Batch 889], Speed: 183.100 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 899], Speed: 190.048 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 909], Speed: 193.787 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 919], Speed: 181.601 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 929], Speed: 167.330 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 939], Speed: 174.416 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 949], Speed: 190.704 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 959], Speed: 192.570 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 969], Speed: 177.388 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 979], Speed: 167.273 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 989], Speed: 172.393 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 999], Speed: 188.069 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1009], Speed: 180.201 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1019], Speed: 198.899 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1029], Speed: 200.682 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1039], Speed: 190.878 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1049], Speed: 191.719 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1059], Speed: 191.188 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1069], Speed: 180.912 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1079], Speed: 201.655 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1089], Speed: 187.972 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1099], Speed: 175.607 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1109], Speed: 184.166 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1119], Speed: 180.803 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1129], Speed: 184.743 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1139], Speed: 185.906 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1149], Speed: 189.847 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1159], Speed: 198.076 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 75][Batch 1169], Speed: 182.262 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 75][Batch 1179], Speed: 200.785 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 75][Batch 1189], Speed: 199.809 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 75][Batch 1199], Speed: 178.734 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 75][Batch 1209], Speed: 183.549 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 75][Batch 1219], Speed: 198.975 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 75] Training cost: 644.035, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 9], Speed: 94.664 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.767 [Epoch 76][Batch 19], Speed: 179.515 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.767 [Epoch 76][Batch 29], Speed: 185.268 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 39], Speed: 192.933 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 49], Speed: 193.374 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 59], Speed: 189.311 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 69], Speed: 208.760 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 76][Batch 79], Speed: 183.702 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 76][Batch 89], Speed: 196.054 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 76][Batch 99], Speed: 180.526 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 76][Batch 109], Speed: 197.567 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 76][Batch 119], Speed: 194.823 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 129], Speed: 211.420 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 139], Speed: 186.992 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 149], Speed: 179.533 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 159], Speed: 158.043 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 169], Speed: 184.185 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 179], Speed: 198.180 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 189], Speed: 191.119 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 199], Speed: 176.866 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 209], Speed: 197.649 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 76][Batch 219], Speed: 195.360 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 229], Speed: 189.454 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 239], Speed: 196.361 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 249], Speed: 185.380 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 259], Speed: 191.644 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 269], Speed: 181.925 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 279], Speed: 185.743 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 289], Speed: 189.905 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 299], Speed: 191.144 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 309], Speed: 192.140 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 319], Speed: 181.687 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 329], Speed: 174.601 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 339], Speed: 188.365 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 349], Speed: 174.760 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 359], Speed: 201.558 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 369], Speed: 179.354 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 379], Speed: 185.616 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 389], Speed: 161.370 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 399], Speed: 194.942 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 409], Speed: 181.883 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 419], Speed: 193.713 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 429], Speed: 188.393 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 439], Speed: 176.616 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 449], Speed: 191.225 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 459], Speed: 180.029 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 469], Speed: 190.515 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 479], Speed: 192.229 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 76][Batch 489], Speed: 192.563 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 499], Speed: 185.432 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 509], Speed: 178.120 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 519], Speed: 193.654 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 529], Speed: 190.795 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 539], Speed: 193.900 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 549], Speed: 196.265 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 559], Speed: 174.163 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 569], Speed: 183.134 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 579], Speed: 198.838 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 589], Speed: 190.261 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 599], Speed: 192.486 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 609], Speed: 195.236 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 619], Speed: 173.997 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 629], Speed: 191.564 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 639], Speed: 190.228 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 649], Speed: 192.525 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 659], Speed: 191.606 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 669], Speed: 190.259 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 679], Speed: 191.217 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 689], Speed: 190.499 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 699], Speed: 197.088 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 709], Speed: 202.595 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 719], Speed: 186.625 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 729], Speed: 193.469 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 739], Speed: 182.549 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 749], Speed: 185.798 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 759], Speed: 195.905 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 76][Batch 769], Speed: 199.217 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 779], Speed: 200.682 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 789], Speed: 190.024 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 799], Speed: 180.637 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 809], Speed: 175.054 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 819], Speed: 196.679 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 829], Speed: 184.026 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 839], Speed: 203.585 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 849], Speed: 179.308 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 859], Speed: 175.065 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 869], Speed: 179.475 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 879], Speed: 200.891 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 889], Speed: 192.690 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 899], Speed: 188.701 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 909], Speed: 200.933 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 919], Speed: 177.040 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 929], Speed: 173.617 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 939], Speed: 182.004 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 949], Speed: 187.321 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 959], Speed: 202.139 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 969], Speed: 186.887 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 979], Speed: 166.451 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 989], Speed: 186.741 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 999], Speed: 189.983 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 1009], Speed: 190.784 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 1019], Speed: 196.626 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 1029], Speed: 202.150 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 1039], Speed: 175.598 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 76][Batch 1049], Speed: 169.314 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1059], Speed: 190.007 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1069], Speed: 186.126 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1079], Speed: 200.287 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1089], Speed: 204.527 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1099], Speed: 172.848 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1109], Speed: 196.922 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1119], Speed: 213.849 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1129], Speed: 189.910 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1139], Speed: 195.090 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1149], Speed: 210.837 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1159], Speed: 187.923 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1169], Speed: 184.471 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1179], Speed: 201.477 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1189], Speed: 193.445 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1199], Speed: 188.512 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1209], Speed: 203.207 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76][Batch 1219], Speed: 179.630 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 76] Training cost: 642.236, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 77][Batch 9], Speed: 98.549 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 77][Batch 19], Speed: 178.403 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 77][Batch 29], Speed: 189.951 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 39], Speed: 185.754 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 49], Speed: 194.177 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 59], Speed: 195.829 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 69], Speed: 202.077 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 79], Speed: 178.810 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 89], Speed: 183.297 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 99], Speed: 196.261 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 77][Batch 109], Speed: 180.299 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 119], Speed: 180.766 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 129], Speed: 188.861 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 139], Speed: 186.738 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 149], Speed: 166.556 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 159], Speed: 176.275 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 169], Speed: 177.084 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 179], Speed: 193.378 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 189], Speed: 179.253 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 199], Speed: 185.691 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 209], Speed: 184.475 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 219], Speed: 179.173 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 229], Speed: 177.033 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 239], Speed: 193.650 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 249], Speed: 171.669 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 259], Speed: 164.687 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 269], Speed: 170.155 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 77][Batch 279], Speed: 175.351 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 289], Speed: 191.791 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 299], Speed: 185.257 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 309], Speed: 196.771 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 319], Speed: 180.154 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 329], Speed: 178.416 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 339], Speed: 190.483 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 349], Speed: 190.827 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 359], Speed: 196.426 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 369], Speed: 182.734 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 77][Batch 379], Speed: 162.634 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 389], Speed: 181.407 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 399], Speed: 197.220 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 409], Speed: 194.692 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 419], Speed: 186.778 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 429], Speed: 201.499 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 439], Speed: 173.773 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 449], Speed: 175.535 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 459], Speed: 193.637 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 469], Speed: 205.672 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 479], Speed: 194.226 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 489], Speed: 190.964 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 499], Speed: 191.597 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 509], Speed: 183.436 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 519], Speed: 191.384 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 529], Speed: 194.549 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 539], Speed: 192.566 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 549], Speed: 185.474 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 559], Speed: 185.934 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 569], Speed: 184.622 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 579], Speed: 190.011 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 589], Speed: 188.983 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 599], Speed: 190.466 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 609], Speed: 198.181 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 619], Speed: 176.689 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 629], Speed: 175.318 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 639], Speed: 186.860 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 649], Speed: 188.711 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 77][Batch 659], Speed: 181.242 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 669], Speed: 200.625 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 679], Speed: 174.620 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 689], Speed: 173.155 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 699], Speed: 176.882 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 709], Speed: 182.290 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 719], Speed: 181.343 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 729], Speed: 199.784 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 739], Speed: 183.025 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 749], Speed: 178.405 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 759], Speed: 188.512 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 769], Speed: 192.047 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 779], Speed: 192.888 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 789], Speed: 187.330 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 799], Speed: 184.800 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 809], Speed: 171.899 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 819], Speed: 193.254 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 829], Speed: 187.407 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 839], Speed: 177.889 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 849], Speed: 177.289 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 859], Speed: 187.641 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 869], Speed: 176.972 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 879], Speed: 176.931 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 889], Speed: 182.244 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 899], Speed: 195.762 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 909], Speed: 198.937 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 919], Speed: 176.507 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 929], Speed: 162.665 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 939], Speed: 176.146 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 77][Batch 949], Speed: 188.371 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 959], Speed: 186.957 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 969], Speed: 190.385 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 979], Speed: 182.288 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 989], Speed: 169.437 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 999], Speed: 188.461 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1009], Speed: 190.361 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1019], Speed: 180.897 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1029], Speed: 197.770 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1039], Speed: 185.524 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1049], Speed: 175.781 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1059], Speed: 191.178 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1069], Speed: 181.579 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1079], Speed: 193.956 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1089], Speed: 201.362 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1099], Speed: 174.057 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1109], Speed: 177.792 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1119], Speed: 194.763 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1129], Speed: 176.278 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1139], Speed: 199.110 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1149], Speed: 214.738 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1159], Speed: 178.447 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1169], Speed: 186.968 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1179], Speed: 182.377 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1189], Speed: 189.209 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1199], Speed: 194.546 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1209], Speed: 195.507 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77][Batch 1219], Speed: 191.513 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 77] Training cost: 644.437, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 78][Batch 9], Speed: 86.675 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 78][Batch 19], Speed: 180.308 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 29], Speed: 181.763 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 39], Speed: 186.869 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 49], Speed: 194.840 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 59], Speed: 203.780 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 69], Speed: 186.218 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 79], Speed: 180.156 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 89], Speed: 194.479 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 99], Speed: 192.628 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 109], Speed: 196.013 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 119], Speed: 180.206 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 129], Speed: 193.597 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 139], Speed: 177.949 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.758 [Epoch 78][Batch 149], Speed: 195.145 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 159], Speed: 199.196 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 169], Speed: 192.284 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 179], Speed: 193.921 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 189], Speed: 193.174 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 199], Speed: 194.506 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 209], Speed: 180.088 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 219], Speed: 178.928 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 229], Speed: 181.698 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 239], Speed: 183.850 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 249], Speed: 195.102 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 259], Speed: 173.869 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 269], Speed: 200.501 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 279], Speed: 188.262 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 78][Batch 289], Speed: 191.664 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 299], Speed: 183.047 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 309], Speed: 186.666 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 319], Speed: 175.994 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 329], Speed: 187.423 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 339], Speed: 191.626 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 349], Speed: 198.588 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 359], Speed: 193.628 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 369], Speed: 197.095 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 379], Speed: 188.281 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 389], Speed: 197.200 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 399], Speed: 190.750 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 409], Speed: 178.746 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 419], Speed: 191.100 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 429], Speed: 199.487 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 439], Speed: 178.744 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 449], Speed: 196.741 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 459], Speed: 191.122 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 469], Speed: 175.694 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 479], Speed: 185.912 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 489], Speed: 192.173 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 499], Speed: 183.900 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 509], Speed: 195.461 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 519], Speed: 176.985 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 529], Speed: 189.695 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 539], Speed: 191.066 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 549], Speed: 195.928 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 559], Speed: 183.085 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 78][Batch 569], Speed: 181.629 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 579], Speed: 188.338 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 589], Speed: 190.324 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 599], Speed: 191.119 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 609], Speed: 183.709 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 619], Speed: 180.192 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 629], Speed: 186.412 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 639], Speed: 174.297 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 649], Speed: 191.433 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 659], Speed: 189.283 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 669], Speed: 189.054 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 679], Speed: 176.744 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 689], Speed: 196.705 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 699], Speed: 187.924 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 709], Speed: 195.731 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 719], Speed: 198.003 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 729], Speed: 196.210 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 739], Speed: 189.340 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 749], Speed: 187.979 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 759], Speed: 190.690 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 769], Speed: 192.882 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 779], Speed: 192.356 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 789], Speed: 201.363 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 799], Speed: 176.629 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 809], Speed: 184.767 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 819], Speed: 190.325 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 829], Speed: 201.027 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 839], Speed: 195.435 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 849], Speed: 205.190 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 78][Batch 859], Speed: 186.948 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 869], Speed: 171.903 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 879], Speed: 189.058 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 889], Speed: 192.161 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 899], Speed: 190.950 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 909], Speed: 181.816 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 919], Speed: 173.437 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 929], Speed: 175.782 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 939], Speed: 186.831 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 949], Speed: 195.696 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 959], Speed: 187.085 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 969], Speed: 193.236 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 979], Speed: 199.040 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 989], Speed: 190.276 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 999], Speed: 192.870 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1009], Speed: 191.951 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1019], Speed: 197.075 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1029], Speed: 197.873 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1039], Speed: 187.484 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1049], Speed: 184.351 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1059], Speed: 195.710 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1069], Speed: 195.798 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1079], Speed: 196.836 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1089], Speed: 209.513 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1099], Speed: 183.426 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1109], Speed: 178.714 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1119], Speed: 185.907 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1129], Speed: 191.161 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1139], Speed: 197.523 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1149], Speed: 201.977 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 78][Batch 1159], Speed: 183.906 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78][Batch 1169], Speed: 181.692 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78][Batch 1179], Speed: 184.801 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78][Batch 1189], Speed: 173.949 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78][Batch 1199], Speed: 178.504 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78][Batch 1209], Speed: 188.703 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78][Batch 1219], Speed: 194.103 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 78] Training cost: 646.277, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 9], Speed: 101.369 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 79][Batch 19], Speed: 187.897 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 79][Batch 29], Speed: 169.849 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 39], Speed: 177.217 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 49], Speed: 197.680 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.754 [Epoch 79][Batch 59], Speed: 197.865 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.754 [Epoch 79][Batch 69], Speed: 211.945 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.754 [Epoch 79][Batch 79], Speed: 186.090 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.754 [Epoch 79][Batch 89], Speed: 187.255 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.754 [Epoch 79][Batch 99], Speed: 197.864 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.754 [Epoch 79][Batch 109], Speed: 190.683 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 119], Speed: 196.835 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 129], Speed: 190.934 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 139], Speed: 196.883 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 149], Speed: 173.122 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 159], Speed: 164.145 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 169], Speed: 189.236 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 179], Speed: 196.048 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 189], Speed: 200.114 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 199], Speed: 175.903 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 209], Speed: 191.432 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 79][Batch 219], Speed: 191.876 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 229], Speed: 196.757 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 239], Speed: 194.037 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 249], Speed: 198.216 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 259], Speed: 188.828 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 269], Speed: 185.823 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 279], Speed: 186.142 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 289], Speed: 179.887 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 299], Speed: 187.825 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 309], Speed: 196.148 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 319], Speed: 189.933 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 329], Speed: 201.400 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 339], Speed: 191.526 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 349], Speed: 191.030 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 359], Speed: 195.159 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 369], Speed: 194.905 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 379], Speed: 190.020 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 389], Speed: 178.606 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 399], Speed: 185.884 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 409], Speed: 190.922 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 419], Speed: 176.115 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 429], Speed: 202.504 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 439], Speed: 186.919 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 449], Speed: 186.454 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 459], Speed: 185.237 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 469], Speed: 194.472 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 479], Speed: 197.880 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 489], Speed: 196.564 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 499], Speed: 177.522 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 79][Batch 509], Speed: 175.902 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 519], Speed: 172.239 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 529], Speed: 188.797 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 539], Speed: 192.581 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 549], Speed: 197.255 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 559], Speed: 188.842 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 569], Speed: 184.449 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 579], Speed: 178.697 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 589], Speed: 188.609 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 599], Speed: 196.510 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 609], Speed: 181.733 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 619], Speed: 186.360 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 629], Speed: 189.869 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 639], Speed: 175.478 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 649], Speed: 178.638 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 659], Speed: 195.760 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 669], Speed: 202.508 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 679], Speed: 177.919 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 689], Speed: 172.892 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 699], Speed: 189.024 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 709], Speed: 190.640 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 719], Speed: 191.966 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 729], Speed: 208.055 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 739], Speed: 185.302 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 749], Speed: 168.887 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 759], Speed: 183.409 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 769], Speed: 187.999 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 779], Speed: 194.885 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 789], Speed: 191.828 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 799], Speed: 185.305 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 79][Batch 809], Speed: 188.763 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 819], Speed: 199.712 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 829], Speed: 189.586 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 839], Speed: 195.540 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 849], Speed: 198.301 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 859], Speed: 188.006 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 869], Speed: 181.084 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 879], Speed: 179.707 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 889], Speed: 177.293 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 899], Speed: 180.579 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 909], Speed: 179.098 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 919], Speed: 193.946 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 929], Speed: 186.755 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 939], Speed: 177.243 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 949], Speed: 186.909 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 959], Speed: 190.581 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 969], Speed: 194.461 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 979], Speed: 195.303 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 989], Speed: 173.725 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 999], Speed: 178.568 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1009], Speed: 193.116 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1019], Speed: 181.139 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1029], Speed: 202.095 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1039], Speed: 189.296 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1049], Speed: 181.490 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1059], Speed: 175.135 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1069], Speed: 189.182 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1079], Speed: 182.659 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1089], Speed: 176.579 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1099], Speed: 190.137 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 79][Batch 1109], Speed: 181.032 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1119], Speed: 179.667 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1129], Speed: 188.456 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1139], Speed: 174.082 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1149], Speed: 193.102 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1159], Speed: 181.817 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1169], Speed: 175.791 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1179], Speed: 199.353 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1189], Speed: 202.818 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1199], Speed: 185.819 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1209], Speed: 189.842 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79][Batch 1219], Speed: 176.174 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 79] Training cost: 644.137, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 9], Speed: 88.493 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.750 [Epoch 80][Batch 19], Speed: 186.184 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 29], Speed: 186.420 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 39], Speed: 189.489 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 80][Batch 49], Speed: 189.883 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 59], Speed: 186.910 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 80][Batch 69], Speed: 191.095 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 79], Speed: 172.286 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 89], Speed: 177.591 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 99], Speed: 190.481 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 109], Speed: 183.525 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 119], Speed: 192.708 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 129], Speed: 210.257 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 139], Speed: 192.917 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 149], Speed: 202.815 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 159], Speed: 185.023 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 80][Batch 169], Speed: 195.867 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 179], Speed: 195.871 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 189], Speed: 193.581 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 199], Speed: 178.572 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 209], Speed: 193.989 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 219], Speed: 176.996 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 229], Speed: 193.863 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 239], Speed: 178.371 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 249], Speed: 209.890 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 259], Speed: 183.926 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 269], Speed: 183.345 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 279], Speed: 175.629 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 289], Speed: 192.678 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 299], Speed: 191.662 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 309], Speed: 194.050 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 319], Speed: 178.407 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 329], Speed: 179.691 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 339], Speed: 177.042 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 349], Speed: 185.626 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 359], Speed: 188.678 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 369], Speed: 200.112 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 379], Speed: 192.687 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 389], Speed: 185.263 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 399], Speed: 186.807 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 409], Speed: 187.993 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 419], Speed: 191.253 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 429], Speed: 188.938 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 439], Speed: 198.940 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 449], Speed: 177.849 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 80][Batch 459], Speed: 191.636 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 469], Speed: 197.811 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 479], Speed: 185.085 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 489], Speed: 195.631 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 499], Speed: 172.447 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 509], Speed: 193.102 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 519], Speed: 183.064 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 529], Speed: 192.184 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 539], Speed: 176.092 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 549], Speed: 170.630 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 559], Speed: 200.835 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 569], Speed: 181.733 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 579], Speed: 189.977 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 589], Speed: 207.081 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 599], Speed: 195.192 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 609], Speed: 197.571 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 619], Speed: 183.423 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 629], Speed: 190.051 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 639], Speed: 183.507 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 649], Speed: 180.798 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 659], Speed: 183.919 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 669], Speed: 185.785 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 679], Speed: 181.181 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 689], Speed: 176.125 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 699], Speed: 184.645 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 709], Speed: 188.765 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 719], Speed: 190.629 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 729], Speed: 182.083 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 739], Speed: 187.420 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 749], Speed: 179.430 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 80][Batch 759], Speed: 181.259 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 769], Speed: 189.598 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 779], Speed: 189.733 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 789], Speed: 169.015 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 799], Speed: 181.639 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 809], Speed: 182.744 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 819], Speed: 177.023 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 829], Speed: 189.922 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 839], Speed: 195.991 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 849], Speed: 199.034 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 859], Speed: 187.612 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 869], Speed: 190.765 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 879], Speed: 186.340 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 889], Speed: 185.364 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 899], Speed: 187.474 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 909], Speed: 196.798 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 919], Speed: 171.730 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 929], Speed: 189.097 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 939], Speed: 185.090 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 949], Speed: 197.455 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 959], Speed: 177.179 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 969], Speed: 197.016 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 979], Speed: 193.040 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 989], Speed: 189.018 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 999], Speed: 168.881 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1009], Speed: 168.624 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1019], Speed: 171.725 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1029], Speed: 192.108 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1039], Speed: 177.415 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1049], Speed: 181.885 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1059], Speed: 197.389 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 80][Batch 1069], Speed: 187.295 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1079], Speed: 193.929 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1089], Speed: 187.069 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1099], Speed: 176.801 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1109], Speed: 186.515 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1119], Speed: 180.358 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1129], Speed: 189.325 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1139], Speed: 177.516 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1149], Speed: 184.454 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1159], Speed: 197.033 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1169], Speed: 173.359 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1179], Speed: 185.436 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1189], Speed: 188.491 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1199], Speed: 193.393 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1209], Speed: 193.361 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80][Batch 1219], Speed: 184.665 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80] Training cost: 644.795, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 80] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.466 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.098 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.259 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 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.634 person=40.2 bicycle=18.7 car=25.3 motorcycle=30.6 airplane=48.3 bus=52.5 train=55.9 truck=22.6 boat=14.0 traffic light=13.9 fire hydrant=53.8 stop sign=49.4 parking meter=33.4 bench=14.6 bird=23.3 cat=60.2 dog=51.5 horse=47.1 sheep=38.2 cow=39.1 elephant=51.9 bear=60.6 zebra=58.3 giraffe=59.1 backpack=6.8 umbrella=27.7 handbag=5.0 tie=18.7 suitcase=25.3 frisbee=42.5 skis=12.8 snowboard=18.5 sports ball=22.3 kite=24.8 baseball bat=16.1 baseball glove=20.9 skateboard=36.4 surfboard=23.2 tennis racket=30.1 bottle=20.1 wine glass=20.9 cup=24.9 fork=13.9 knife=6.3 spoon=6.1 bowl=26.3 banana=16.5 apple=10.5 sandwich=24.9 orange=26.0 broccoli=14.6 carrot=11.1 hot dog=19.9 pizza=37.1 donut=35.0 cake=24.2 chair=17.0 couch=35.9 potted plant=18.1 bed=34.0 dining table=20.7 toilet=55.4 tv=45.5 laptop=48.5 mouse=43.9 remote=12.6 keyboard=38.3 cell phone=20.4 microwave=42.3 oven=25.3 toaster=13.3 sink=26.4 refrigerator=41.1 book=3.7 clock=36.2 vase=25.0 scissors=15.7 teddy bear=32.6 hair drier=0.0 toothbrush=11.2 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.7 [Epoch 81][Batch 9], Speed: 89.281 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 81][Batch 19], Speed: 183.482 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 81][Batch 29], Speed: 190.172 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 39], Speed: 177.675 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 49], Speed: 189.407 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 81][Batch 59], Speed: 203.746 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 69], Speed: 200.061 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 79], Speed: 181.539 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 89], Speed: 186.634 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 99], Speed: 183.574 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 109], Speed: 183.390 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 119], Speed: 185.095 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 129], Speed: 202.166 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 81][Batch 139], Speed: 200.013 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 149], Speed: 186.867 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 159], Speed: 181.569 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 169], Speed: 190.551 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 179], Speed: 193.874 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 189], Speed: 203.809 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 199], Speed: 181.207 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 209], Speed: 184.765 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 219], Speed: 184.824 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 229], Speed: 190.762 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 239], Speed: 189.872 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 249], Speed: 191.167 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 259], Speed: 175.941 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 269], Speed: 177.055 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 279], Speed: 198.105 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 289], Speed: 188.578 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 299], Speed: 184.313 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 309], Speed: 189.992 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 319], Speed: 177.386 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 329], Speed: 175.750 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 81][Batch 339], Speed: 192.303 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 349], Speed: 192.909 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 359], Speed: 185.853 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 369], Speed: 194.527 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 379], Speed: 185.847 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 389], Speed: 175.933 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 399], Speed: 176.774 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 409], Speed: 169.563 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 419], Speed: 178.089 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 429], Speed: 205.899 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 81][Batch 439], Speed: 187.432 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 449], Speed: 190.339 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 459], Speed: 185.058 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 469], Speed: 189.539 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 479], Speed: 187.581 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 489], Speed: 206.984 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 499], Speed: 190.843 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 509], Speed: 169.494 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 519], Speed: 195.614 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 529], Speed: 191.262 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 539], Speed: 189.972 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 549], Speed: 204.434 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 559], Speed: 179.140 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 569], Speed: 192.152 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 579], Speed: 193.241 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 589], Speed: 191.443 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 599], Speed: 194.600 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 609], Speed: 207.398 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 619], Speed: 187.349 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 629], Speed: 193.271 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 639], Speed: 188.830 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 649], Speed: 190.775 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 659], Speed: 189.550 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 669], Speed: 185.860 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 679], Speed: 190.337 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 689], Speed: 190.782 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 699], Speed: 190.452 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 709], Speed: 194.587 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 719], Speed: 183.291 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 729], Speed: 196.238 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 81][Batch 739], Speed: 179.139 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 749], Speed: 172.880 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 759], Speed: 179.450 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 769], Speed: 192.082 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 779], Speed: 190.597 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 789], Speed: 196.291 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 799], Speed: 189.075 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 809], Speed: 174.770 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 819], Speed: 188.878 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 829], Speed: 178.268 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 839], Speed: 188.015 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 849], Speed: 197.456 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 859], Speed: 192.000 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 869], Speed: 184.466 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 879], Speed: 191.406 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 889], Speed: 194.175 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 899], Speed: 194.788 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 909], Speed: 195.624 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 919], Speed: 181.090 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 929], Speed: 179.041 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 939], Speed: 189.868 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 949], Speed: 193.223 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 959], Speed: 192.139 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 969], Speed: 200.147 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 979], Speed: 180.662 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 989], Speed: 178.881 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 999], Speed: 182.158 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 1009], Speed: 182.119 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 1019], Speed: 186.582 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 1029], Speed: 208.110 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 1039], Speed: 168.414 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 1049], Speed: 187.463 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 81][Batch 1059], Speed: 172.053 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1069], Speed: 192.737 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1079], Speed: 187.842 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1089], Speed: 201.859 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1099], Speed: 194.686 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1109], Speed: 190.341 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1119], Speed: 192.445 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1129], Speed: 185.335 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1139], Speed: 188.781 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1149], Speed: 204.001 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1159], Speed: 189.660 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1169], Speed: 177.209 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1179], Speed: 185.234 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1189], Speed: 186.186 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1199], Speed: 183.569 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1209], Speed: 194.172 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81][Batch 1219], Speed: 182.112 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 81] Training cost: 644.685, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 82][Batch 9], Speed: 85.900 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 19], Speed: 175.172 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.742 [Epoch 82][Batch 29], Speed: 184.978 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 82][Batch 39], Speed: 195.626 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 82][Batch 49], Speed: 193.262 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 59], Speed: 201.305 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 69], Speed: 195.709 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 79], Speed: 189.118 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 89], Speed: 183.853 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 99], Speed: 190.841 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 109], Speed: 192.498 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 119], Speed: 190.152 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 129], Speed: 213.426 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 82][Batch 139], Speed: 174.958 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 149], Speed: 177.331 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 159], Speed: 185.899 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 169], Speed: 191.173 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 179], Speed: 181.712 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 189], Speed: 192.868 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 199], Speed: 172.381 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 209], Speed: 187.906 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 219], Speed: 182.343 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 229], Speed: 196.624 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 239], Speed: 191.306 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 249], Speed: 207.081 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 259], Speed: 183.224 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 269], Speed: 182.047 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 279], Speed: 188.006 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 289], Speed: 193.118 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 299], Speed: 192.030 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 309], Speed: 194.093 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 319], Speed: 185.991 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 329], Speed: 194.364 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 339], Speed: 195.502 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 349], Speed: 178.323 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 359], Speed: 188.714 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 369], Speed: 191.464 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 379], Speed: 175.034 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 82][Batch 389], Speed: 186.526 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 399], Speed: 185.874 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 409], Speed: 183.185 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 419], Speed: 198.345 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 429], Speed: 202.246 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 439], Speed: 185.832 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 82][Batch 449], Speed: 169.551 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 82][Batch 459], Speed: 190.959 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 82][Batch 469], Speed: 181.470 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 82][Batch 479], Speed: 195.754 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 82][Batch 489], Speed: 182.406 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 499], Speed: 180.802 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 509], Speed: 179.990 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 519], Speed: 177.393 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 529], Speed: 185.785 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 539], Speed: 195.603 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 549], Speed: 177.773 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 559], Speed: 185.737 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 569], Speed: 191.877 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 579], Speed: 175.616 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 589], Speed: 182.179 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 599], Speed: 178.448 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 609], Speed: 199.879 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 619], Speed: 193.720 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 629], Speed: 195.848 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 639], Speed: 176.279 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 649], Speed: 190.266 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 659], Speed: 195.728 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 669], Speed: 189.034 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 679], Speed: 169.316 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 689], Speed: 185.049 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 699], Speed: 189.006 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 709], Speed: 189.379 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 719], Speed: 182.325 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 82][Batch 729], Speed: 197.370 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 82][Batch 739], Speed: 189.183 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 82][Batch 749], Speed: 201.074 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 759], Speed: 182.318 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 769], Speed: 188.335 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 779], Speed: 179.115 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 789], Speed: 188.672 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 799], Speed: 174.687 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 809], Speed: 191.422 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 819], Speed: 170.547 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 829], Speed: 184.543 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 839], Speed: 193.253 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 849], Speed: 202.322 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 859], Speed: 185.789 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 869], Speed: 182.797 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 879], Speed: 192.439 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 889], Speed: 181.770 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 899], Speed: 194.954 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 909], Speed: 199.076 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 919], Speed: 181.799 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 929], Speed: 175.627 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 939], Speed: 180.158 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 949], Speed: 194.672 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 959], Speed: 193.446 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 969], Speed: 208.305 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 979], Speed: 174.295 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 989], Speed: 166.078 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 999], Speed: 190.561 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 1009], Speed: 196.344 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 1019], Speed: 185.821 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 82][Batch 1029], Speed: 193.352 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 1039], Speed: 189.656 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 1049], Speed: 181.049 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 1059], Speed: 199.161 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.739 [Epoch 82][Batch 1069], Speed: 189.195 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 82][Batch 1079], Speed: 195.742 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 82][Batch 1089], Speed: 191.310 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 82][Batch 1099], Speed: 191.327 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1109], Speed: 183.814 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1119], Speed: 172.753 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1129], Speed: 180.493 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 82][Batch 1139], Speed: 178.846 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1149], Speed: 188.158 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1159], Speed: 195.782 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1169], Speed: 176.792 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1179], Speed: 177.467 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1189], Speed: 204.866 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1199], Speed: 173.114 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1209], Speed: 205.543 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82][Batch 1219], Speed: 207.694 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 82] Training cost: 645.966, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 9], Speed: 91.565 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 19], Speed: 184.767 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 29], Speed: 171.074 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 39], Speed: 181.897 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 83][Batch 49], Speed: 179.799 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 59], Speed: 189.439 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 69], Speed: 204.097 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 79], Speed: 178.250 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 89], Speed: 167.806 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 99], Speed: 178.632 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 109], Speed: 192.027 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 119], Speed: 204.434 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 129], Speed: 201.721 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 139], Speed: 160.933 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 149], Speed: 187.821 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 83][Batch 159], Speed: 189.547 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 169], Speed: 180.818 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 179], Speed: 181.304 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 189], Speed: 197.218 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 199], Speed: 187.272 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 209], Speed: 173.794 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 219], Speed: 181.482 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 229], Speed: 181.503 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 239], Speed: 179.386 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 249], Speed: 188.492 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 259], Speed: 188.139 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 269], Speed: 175.839 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 279], Speed: 182.614 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 289], Speed: 188.480 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 299], Speed: 189.404 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 309], Speed: 197.791 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 319], Speed: 167.665 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 329], Speed: 175.602 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 339], Speed: 191.723 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 349], Speed: 191.509 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 359], Speed: 193.213 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 369], Speed: 194.413 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 379], Speed: 187.988 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 389], Speed: 201.148 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 399], Speed: 175.062 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 409], Speed: 200.684 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 419], Speed: 196.519 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 429], Speed: 193.725 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 439], Speed: 175.236 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 449], Speed: 188.647 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 459], Speed: 188.012 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 83][Batch 469], Speed: 184.340 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 479], Speed: 189.982 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 489], Speed: 198.617 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 499], Speed: 170.261 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 509], Speed: 194.392 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 519], Speed: 191.140 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 529], Speed: 187.295 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 539], Speed: 189.389 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 549], Speed: 192.003 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 559], Speed: 178.911 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 569], Speed: 183.704 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 579], Speed: 186.862 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 589], Speed: 200.071 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 599], Speed: 194.035 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 609], Speed: 192.836 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 619], Speed: 197.886 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 629], Speed: 186.003 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 639], Speed: 184.363 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 649], Speed: 186.863 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 659], Speed: 189.015 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 669], Speed: 196.073 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 679], Speed: 172.296 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 689], Speed: 183.344 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 699], Speed: 176.074 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 709], Speed: 183.621 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 719], Speed: 196.062 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 729], Speed: 202.238 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 739], Speed: 180.063 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 749], Speed: 186.384 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 759], Speed: 187.099 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 769], Speed: 194.075 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 779], Speed: 195.690 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 83][Batch 789], Speed: 206.497 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 799], Speed: 177.652 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 809], Speed: 176.094 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 819], Speed: 187.842 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 829], Speed: 198.243 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 839], Speed: 188.553 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 849], Speed: 200.892 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 859], Speed: 170.008 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 869], Speed: 190.218 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 879], Speed: 181.668 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 889], Speed: 190.023 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 899], Speed: 167.861 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 909], Speed: 196.258 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 919], Speed: 187.737 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 929], Speed: 185.354 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 939], Speed: 190.618 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 949], Speed: 193.339 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 959], Speed: 184.491 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 969], Speed: 209.404 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 979], Speed: 173.743 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 989], Speed: 189.852 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 999], Speed: 172.237 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1009], Speed: 192.755 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1019], Speed: 192.715 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1029], Speed: 200.707 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1039], Speed: 181.754 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1049], Speed: 190.748 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1059], Speed: 176.013 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1069], Speed: 194.096 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1079], Speed: 185.602 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1089], Speed: 189.838 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1099], Speed: 187.833 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 83][Batch 1109], Speed: 187.300 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1119], Speed: 194.404 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1129], Speed: 190.095 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1139], Speed: 196.951 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1149], Speed: 176.905 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1159], Speed: 189.927 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1169], Speed: 177.858 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1179], Speed: 183.180 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1189], Speed: 187.262 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1199], Speed: 174.502 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1209], Speed: 172.822 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83][Batch 1219], Speed: 204.883 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 83] Training cost: 646.423, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 84][Batch 9], Speed: 88.782 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 19], Speed: 197.188 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 29], Speed: 188.240 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 39], Speed: 190.021 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 49], Speed: 172.955 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 84][Batch 59], Speed: 198.381 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 69], Speed: 207.157 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 79], Speed: 185.939 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 89], Speed: 183.189 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 99], Speed: 189.940 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 109], Speed: 191.390 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 119], Speed: 195.975 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 129], Speed: 184.652 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 139], Speed: 194.610 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 149], Speed: 187.167 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 159], Speed: 179.051 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 169], Speed: 191.480 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 179], Speed: 195.976 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 189], Speed: 195.046 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 199], Speed: 177.133 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 84][Batch 209], Speed: 173.535 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 219], Speed: 193.262 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 229], Speed: 173.703 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 239], Speed: 197.926 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 249], Speed: 201.707 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 259], Speed: 189.498 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 269], Speed: 186.690 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 279], Speed: 179.324 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 289], Speed: 188.865 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 299], Speed: 190.794 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 309], Speed: 186.475 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 319], Speed: 173.487 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 329], Speed: 183.338 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 339], Speed: 178.849 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 349], Speed: 194.010 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 359], Speed: 199.363 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 369], Speed: 198.745 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 379], Speed: 187.476 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 389], Speed: 184.695 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 399], Speed: 190.706 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 409], Speed: 188.068 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 419], Speed: 193.461 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 429], Speed: 199.150 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 439], Speed: 185.700 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 449], Speed: 186.060 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 459], Speed: 203.674 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 469], Speed: 181.736 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 479], Speed: 197.307 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 489], Speed: 191.510 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 499], Speed: 178.445 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 509], Speed: 175.673 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 519], Speed: 189.207 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 529], Speed: 188.964 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 539], Speed: 182.725 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 549], Speed: 195.246 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 559], Speed: 180.034 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 569], Speed: 173.849 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 579], Speed: 188.421 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 589], Speed: 191.069 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 599], Speed: 200.615 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 609], Speed: 185.821 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 619], Speed: 181.397 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 629], Speed: 172.383 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 639], Speed: 201.034 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 649], Speed: 189.004 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 659], Speed: 194.166 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 669], Speed: 178.647 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 679], Speed: 182.209 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 689], Speed: 197.023 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 699], Speed: 187.863 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 709], Speed: 171.795 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 719], Speed: 192.490 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 729], Speed: 177.748 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 739], Speed: 192.382 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 749], Speed: 191.851 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 759], Speed: 175.185 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 769], Speed: 184.279 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 779], Speed: 194.081 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 789], Speed: 191.078 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 799], Speed: 192.229 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 809], Speed: 191.662 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 819], Speed: 162.981 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 829], Speed: 188.327 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 84][Batch 839], Speed: 196.377 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 849], Speed: 180.322 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 859], Speed: 194.037 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 869], Speed: 182.693 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 879], Speed: 171.760 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 889], Speed: 176.881 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 899], Speed: 187.024 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 909], Speed: 198.591 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 919], Speed: 190.153 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 929], Speed: 183.208 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 939], Speed: 189.538 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 949], Speed: 193.962 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 959], Speed: 192.807 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 969], Speed: 195.487 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 979], Speed: 184.671 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 989], Speed: 195.929 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 999], Speed: 181.577 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1009], Speed: 193.278 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1019], Speed: 196.289 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1029], Speed: 193.151 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1039], Speed: 178.559 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1049], Speed: 181.106 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1059], Speed: 191.091 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1069], Speed: 186.709 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1079], Speed: 177.384 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1089], Speed: 181.360 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1099], Speed: 191.438 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1109], Speed: 199.222 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1119], Speed: 188.873 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1129], Speed: 193.642 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1139], Speed: 197.389 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1149], Speed: 193.154 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1159], Speed: 199.047 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 84][Batch 1169], Speed: 192.198 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 84][Batch 1179], Speed: 201.705 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 84][Batch 1189], Speed: 191.584 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 84][Batch 1199], Speed: 200.948 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 84][Batch 1209], Speed: 185.984 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 84][Batch 1219], Speed: 192.882 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 84] Training cost: 645.723, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 85][Batch 9], Speed: 65.704 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.730 [Epoch 85][Batch 19], Speed: 192.075 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 29], Speed: 188.952 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 39], Speed: 183.373 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 49], Speed: 192.336 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 59], Speed: 184.801 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 85][Batch 69], Speed: 191.343 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 85][Batch 79], Speed: 181.499 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 85][Batch 89], Speed: 177.951 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 99], Speed: 182.884 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 85][Batch 109], Speed: 196.386 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 119], Speed: 188.334 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 129], Speed: 203.019 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 139], Speed: 175.655 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 149], Speed: 180.402 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 159], Speed: 176.772 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 169], Speed: 192.060 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 179], Speed: 197.282 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 189], Speed: 201.176 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 199], Speed: 178.390 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 209], Speed: 188.991 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 219], Speed: 191.310 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 229], Speed: 186.997 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 239], Speed: 192.062 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 85][Batch 249], Speed: 202.922 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 85][Batch 259], Speed: 187.720 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 269], Speed: 179.630 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 279], Speed: 177.350 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 289], Speed: 183.731 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 299], Speed: 199.357 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 309], Speed: 203.776 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 319], Speed: 181.445 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 329], Speed: 193.737 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 339], Speed: 191.784 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 349], Speed: 186.393 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 359], Speed: 179.526 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 369], Speed: 190.125 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 379], Speed: 189.875 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 389], Speed: 168.618 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 399], Speed: 185.175 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 409], Speed: 176.719 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 419], Speed: 193.756 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 429], Speed: 174.530 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 439], Speed: 186.874 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 449], Speed: 192.723 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 459], Speed: 185.701 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 469], Speed: 191.268 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 479], Speed: 181.820 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 489], Speed: 198.728 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 499], Speed: 189.909 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 509], Speed: 183.752 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 519], Speed: 169.837 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 529], Speed: 193.868 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 539], Speed: 184.851 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 549], Speed: 201.388 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 559], Speed: 180.535 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 569], Speed: 174.829 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 85][Batch 579], Speed: 183.620 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 589], Speed: 183.175 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 599], Speed: 192.263 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 609], Speed: 206.299 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 619], Speed: 172.969 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 629], Speed: 183.420 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 639], Speed: 182.639 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 649], Speed: 181.417 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 659], Speed: 195.767 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 669], Speed: 187.347 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 679], Speed: 188.447 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 689], Speed: 189.809 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 699], Speed: 190.187 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 709], Speed: 183.056 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 719], Speed: 188.456 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 729], Speed: 182.855 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 739], Speed: 174.981 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 749], Speed: 184.347 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 759], Speed: 181.033 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 769], Speed: 193.961 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 779], Speed: 187.060 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 789], Speed: 198.678 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 799], Speed: 174.355 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 809], Speed: 182.528 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 819], Speed: 189.179 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 829], Speed: 200.569 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 839], Speed: 191.233 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 849], Speed: 181.363 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 859], Speed: 180.879 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 869], Speed: 179.578 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 879], Speed: 182.754 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 889], Speed: 197.087 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 899], Speed: 192.736 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 909], Speed: 206.956 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 85][Batch 919], Speed: 185.869 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 929], Speed: 183.572 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 939], Speed: 166.294 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 949], Speed: 191.148 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 959], Speed: 192.807 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 969], Speed: 192.198 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 979], Speed: 178.048 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 989], Speed: 188.968 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 999], Speed: 186.166 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1009], Speed: 199.222 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1019], Speed: 201.786 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1029], Speed: 200.505 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1039], Speed: 174.517 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1049], Speed: 180.246 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1059], Speed: 180.744 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1069], Speed: 198.491 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1079], Speed: 177.819 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1089], Speed: 202.639 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1099], Speed: 190.702 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1109], Speed: 179.335 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1119], Speed: 175.472 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1129], Speed: 186.823 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1139], Speed: 201.559 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1149], Speed: 180.757 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1159], Speed: 185.296 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1169], Speed: 181.408 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1179], Speed: 185.041 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1189], Speed: 193.502 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1199], Speed: 198.177 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1209], Speed: 180.937 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85][Batch 1219], Speed: 185.591 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 85] Training cost: 645.718, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 86][Batch 9], Speed: 81.829 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.727 [Epoch 86][Batch 19], Speed: 178.005 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 86][Batch 29], Speed: 187.986 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.726 [Epoch 86][Batch 39], Speed: 190.011 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.726 [Epoch 86][Batch 49], Speed: 200.871 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.726 [Epoch 86][Batch 59], Speed: 190.444 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 69], Speed: 208.923 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 79], Speed: 182.801 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 89], Speed: 196.162 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 99], Speed: 191.479 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 109], Speed: 183.713 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 119], Speed: 194.016 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 129], Speed: 210.695 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 139], Speed: 169.852 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 149], Speed: 180.997 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 159], Speed: 187.215 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 169], Speed: 189.456 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 179], Speed: 198.067 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 189], Speed: 192.349 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 199], Speed: 172.968 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 209], Speed: 180.148 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 219], Speed: 190.474 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 229], Speed: 199.206 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 239], Speed: 186.247 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 249], Speed: 186.765 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 259], Speed: 187.038 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 269], Speed: 176.569 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 279], Speed: 190.629 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 289], Speed: 193.349 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 299], Speed: 196.158 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 309], Speed: 183.325 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 319], Speed: 181.930 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 329], Speed: 185.541 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 339], Speed: 187.933 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 349], Speed: 189.958 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 86][Batch 359], Speed: 184.211 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 369], Speed: 195.483 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 379], Speed: 182.290 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 389], Speed: 172.528 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 399], Speed: 185.686 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 409], Speed: 188.878 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 419], Speed: 186.073 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 429], Speed: 191.850 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 439], Speed: 189.645 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 449], Speed: 182.312 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 459], Speed: 172.861 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 469], Speed: 192.661 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 479], Speed: 184.079 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 489], Speed: 183.198 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 499], Speed: 177.975 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 509], Speed: 182.527 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 519], Speed: 174.120 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 529], Speed: 188.592 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 539], Speed: 188.099 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 549], Speed: 191.001 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 559], Speed: 181.941 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.725 [Epoch 86][Batch 569], Speed: 183.327 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.725 [Epoch 86][Batch 579], Speed: 184.881 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.725 [Epoch 86][Batch 589], Speed: 177.563 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.725 [Epoch 86][Batch 599], Speed: 190.647 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 609], Speed: 192.397 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 619], Speed: 183.214 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 629], Speed: 179.383 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 639], Speed: 173.853 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 649], Speed: 192.570 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 659], Speed: 193.880 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 669], Speed: 194.436 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 679], Speed: 185.758 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 86][Batch 689], Speed: 173.807 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 699], Speed: 189.123 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 709], Speed: 188.615 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 719], Speed: 189.120 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 729], Speed: 191.287 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 739], Speed: 182.555 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 749], Speed: 177.145 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 759], Speed: 185.284 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 769], Speed: 190.951 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 779], Speed: 191.612 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 789], Speed: 200.891 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 799], Speed: 190.355 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 809], Speed: 175.558 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 819], Speed: 180.408 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 829], Speed: 189.563 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 839], Speed: 189.240 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 849], Speed: 194.426 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 859], Speed: 176.321 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 869], Speed: 185.398 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 879], Speed: 188.833 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 889], Speed: 181.920 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 899], Speed: 185.774 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 909], Speed: 201.524 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 919], Speed: 178.547 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 929], Speed: 184.627 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 939], Speed: 190.107 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 949], Speed: 189.893 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 959], Speed: 189.290 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 969], Speed: 211.217 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 979], Speed: 176.538 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 989], Speed: 181.851 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 86][Batch 999], Speed: 187.379 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 1009], Speed: 184.676 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 1019], Speed: 179.375 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 86][Batch 1029], Speed: 201.373 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 86][Batch 1039], Speed: 178.265 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 86][Batch 1049], Speed: 184.490 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1059], Speed: 186.630 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1069], Speed: 190.534 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1079], Speed: 185.209 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1089], Speed: 191.852 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1099], Speed: 174.271 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 86][Batch 1109], Speed: 184.493 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1119], Speed: 196.410 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1129], Speed: 192.197 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1139], Speed: 181.397 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1149], Speed: 176.490 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1159], Speed: 180.951 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1169], Speed: 180.338 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1179], Speed: 196.137 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1189], Speed: 175.213 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1199], Speed: 180.960 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1209], Speed: 190.429 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86][Batch 1219], Speed: 182.903 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 86] Training cost: 646.024, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 87][Batch 9], Speed: 89.949 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.222, HeatmapFocal=1.723 [Epoch 87][Batch 19], Speed: 188.825 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 87][Batch 29], Speed: 173.263 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 87][Batch 39], Speed: 183.503 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 49], Speed: 192.838 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 59], Speed: 187.340 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 69], Speed: 203.531 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 79], Speed: 169.938 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 89], Speed: 173.350 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 99], Speed: 168.249 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 109], Speed: 187.261 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 119], Speed: 191.986 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 129], Speed: 192.960 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 139], Speed: 193.289 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.723 [Epoch 87][Batch 149], Speed: 178.169 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 159], Speed: 175.223 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 169], Speed: 185.883 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 179], Speed: 194.011 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 189], Speed: 185.381 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 199], Speed: 186.906 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 209], Speed: 166.841 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 219], Speed: 190.777 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 229], Speed: 184.764 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 239], Speed: 187.895 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 249], Speed: 196.965 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 259], Speed: 193.773 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 269], Speed: 183.610 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 279], Speed: 187.144 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 289], Speed: 188.341 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 299], Speed: 186.028 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 309], Speed: 193.978 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 319], Speed: 176.052 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 329], Speed: 193.135 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 339], Speed: 192.086 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 349], Speed: 194.726 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 359], Speed: 185.099 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 369], Speed: 184.216 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 379], Speed: 183.578 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 389], Speed: 193.898 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 399], Speed: 182.101 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 409], Speed: 172.141 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 419], Speed: 193.588 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 429], Speed: 210.199 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 439], Speed: 183.702 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.722 [Epoch 87][Batch 449], Speed: 183.098 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 459], Speed: 189.906 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 469], Speed: 190.600 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 87][Batch 479], Speed: 188.879 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 489], Speed: 203.019 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 499], Speed: 183.780 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 509], Speed: 184.797 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 519], Speed: 184.501 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 529], Speed: 187.751 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 539], Speed: 195.383 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 549], Speed: 202.824 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 559], Speed: 181.017 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 569], Speed: 193.155 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 579], Speed: 193.188 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 589], Speed: 189.589 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 599], Speed: 193.282 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 609], Speed: 202.680 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 619], Speed: 186.506 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 629], Speed: 177.365 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 639], Speed: 181.719 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 87][Batch 649], Speed: 190.305 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 659], Speed: 185.823 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 669], Speed: 203.642 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 679], Speed: 178.381 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 689], Speed: 170.402 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 699], Speed: 189.167 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 709], Speed: 173.967 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 719], Speed: 198.250 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 729], Speed: 204.101 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 739], Speed: 174.247 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 749], Speed: 184.170 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 759], Speed: 182.561 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 769], Speed: 177.343 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 779], Speed: 194.214 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 789], Speed: 202.672 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 799], Speed: 180.817 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 809], Speed: 183.813 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.721 [Epoch 87][Batch 819], Speed: 189.984 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 829], Speed: 192.587 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 839], Speed: 195.556 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 849], Speed: 192.716 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 859], Speed: 175.604 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 869], Speed: 171.255 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 879], Speed: 177.389 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 889], Speed: 185.854 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 87][Batch 899], Speed: 188.962 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 87][Batch 909], Speed: 186.205 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 87][Batch 919], Speed: 185.141 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 87][Batch 929], Speed: 182.762 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 939], Speed: 184.338 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 949], Speed: 187.117 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 87][Batch 959], Speed: 190.250 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 969], Speed: 194.856 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 979], Speed: 181.946 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 989], Speed: 183.860 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 999], Speed: 173.162 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1009], Speed: 188.809 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1019], Speed: 190.164 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1029], Speed: 205.185 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1039], Speed: 169.711 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1049], Speed: 174.062 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1059], Speed: 181.424 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1069], Speed: 178.656 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1079], Speed: 191.413 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1089], Speed: 204.320 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1099], Speed: 169.990 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1109], Speed: 191.357 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1119], Speed: 195.024 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1129], Speed: 183.246 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1139], Speed: 183.206 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1149], Speed: 185.139 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.720 [Epoch 87][Batch 1159], Speed: 184.010 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 87][Batch 1169], Speed: 191.308 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 87][Batch 1179], Speed: 193.768 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 87][Batch 1189], Speed: 193.356 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 87][Batch 1199], Speed: 182.528 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 87][Batch 1209], Speed: 209.793 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 87][Batch 1219], Speed: 210.325 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 87] Training cost: 644.681, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 9], Speed: 87.834 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 19], Speed: 172.361 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 29], Speed: 187.776 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 39], Speed: 188.077 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 49], Speed: 193.386 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 59], Speed: 203.738 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 69], Speed: 204.461 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 79], Speed: 187.203 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 89], Speed: 198.275 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 99], Speed: 178.925 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 109], Speed: 189.233 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 119], Speed: 184.063 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 129], Speed: 206.599 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 139], Speed: 170.566 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 149], Speed: 185.829 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 159], Speed: 181.247 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 169], Speed: 194.035 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 179], Speed: 193.952 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 189], Speed: 196.510 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 199], Speed: 187.129 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 209], Speed: 184.580 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 219], Speed: 188.443 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 229], Speed: 185.708 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 239], Speed: 192.236 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 249], Speed: 195.887 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 259], Speed: 204.946 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 88][Batch 269], Speed: 184.012 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 88][Batch 279], Speed: 179.814 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 289], Speed: 186.242 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 299], Speed: 192.459 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 309], Speed: 186.964 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 319], Speed: 177.268 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 329], Speed: 194.961 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 339], Speed: 181.820 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 349], Speed: 189.939 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 359], Speed: 190.860 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 369], Speed: 187.064 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 379], Speed: 176.786 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 389], Speed: 183.193 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 399], Speed: 185.901 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 409], Speed: 189.705 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 419], Speed: 182.997 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 429], Speed: 198.052 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 439], Speed: 179.345 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 449], Speed: 190.338 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 459], Speed: 189.217 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 469], Speed: 192.605 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 479], Speed: 190.678 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 489], Speed: 197.667 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 499], Speed: 196.097 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 509], Speed: 183.847 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 519], Speed: 181.906 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 529], Speed: 190.769 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 539], Speed: 188.073 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 549], Speed: 198.844 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 559], Speed: 188.578 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 88][Batch 569], Speed: 187.059 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 579], Speed: 184.790 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 589], Speed: 184.269 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 599], Speed: 188.688 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 609], Speed: 182.878 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.718 [Epoch 88][Batch 619], Speed: 193.856 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 629], Speed: 181.732 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 639], Speed: 186.490 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 649], Speed: 173.765 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 659], Speed: 194.008 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 669], Speed: 202.727 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 679], Speed: 185.665 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 689], Speed: 188.577 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 699], Speed: 184.052 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 709], Speed: 180.966 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 719], Speed: 180.041 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 729], Speed: 184.499 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 739], Speed: 186.454 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 749], Speed: 186.509 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 759], Speed: 183.194 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 769], Speed: 191.305 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 779], Speed: 182.407 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 789], Speed: 187.788 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 799], Speed: 180.525 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 809], Speed: 176.457 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 819], Speed: 190.113 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 829], Speed: 190.103 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 839], Speed: 186.183 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 849], Speed: 203.854 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 859], Speed: 185.307 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 869], Speed: 181.406 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 879], Speed: 164.876 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 889], Speed: 190.066 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 899], Speed: 194.939 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 909], Speed: 198.262 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 919], Speed: 192.896 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 929], Speed: 183.871 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 939], Speed: 194.458 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 949], Speed: 194.520 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 959], Speed: 181.486 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.717 [Epoch 88][Batch 969], Speed: 197.488 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 979], Speed: 170.475 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 989], Speed: 191.782 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 999], Speed: 186.863 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1009], Speed: 185.698 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1019], Speed: 191.933 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1029], Speed: 179.969 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1039], Speed: 164.802 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1049], Speed: 182.031 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1059], Speed: 195.803 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1069], Speed: 177.276 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1079], Speed: 195.104 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1089], Speed: 180.901 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1099], Speed: 172.489 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1109], Speed: 184.455 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1119], Speed: 194.771 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1129], Speed: 207.377 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1139], Speed: 188.491 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1149], Speed: 183.848 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1159], Speed: 171.378 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1169], Speed: 190.086 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1179], Speed: 188.400 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1189], Speed: 188.036 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1199], Speed: 181.097 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1209], Speed: 188.585 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88][Batch 1219], Speed: 208.157 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 88] Training cost: 642.967, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.716 [Epoch 89][Batch 9], Speed: 96.842 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 89][Batch 19], Speed: 171.929 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 89][Batch 29], Speed: 190.493 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 89][Batch 39], Speed: 193.332 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.716 [Epoch 89][Batch 49], Speed: 177.167 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 89][Batch 59], Speed: 200.857 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 89][Batch 69], Speed: 192.132 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 89][Batch 79], Speed: 179.443 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 89][Batch 89], Speed: 182.829 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 89][Batch 99], Speed: 187.339 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 109], Speed: 180.137 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 119], Speed: 180.900 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 129], Speed: 208.512 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 139], Speed: 192.064 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 149], Speed: 183.696 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 159], Speed: 186.557 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 169], Speed: 195.347 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 179], Speed: 189.502 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 189], Speed: 191.502 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 199], Speed: 187.405 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 209], Speed: 189.217 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 219], Speed: 189.248 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 229], Speed: 189.921 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 239], Speed: 183.382 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 249], Speed: 192.362 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 259], Speed: 185.522 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 269], Speed: 181.636 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 279], Speed: 174.057 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 289], Speed: 193.269 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 299], Speed: 181.936 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 309], Speed: 180.410 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 319], Speed: 173.745 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 329], Speed: 178.537 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 339], Speed: 186.399 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 349], Speed: 183.873 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 359], Speed: 176.744 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 369], Speed: 198.597 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 379], Speed: 177.936 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 389], Speed: 178.603 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 399], Speed: 183.441 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 409], Speed: 196.841 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 89][Batch 419], Speed: 184.220 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.715 [Epoch 89][Batch 429], Speed: 195.029 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 439], Speed: 193.479 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 449], Speed: 174.632 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 459], Speed: 191.356 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 469], Speed: 200.505 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 479], Speed: 195.853 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 489], Speed: 195.180 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 499], Speed: 197.296 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 509], Speed: 179.553 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 519], Speed: 172.558 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 529], Speed: 195.736 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 539], Speed: 193.883 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 549], Speed: 196.809 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 559], Speed: 173.805 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 569], Speed: 187.959 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 579], Speed: 187.524 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 589], Speed: 196.184 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 599], Speed: 180.917 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 609], Speed: 189.868 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 619], Speed: 195.411 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 629], Speed: 184.096 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 89][Batch 639], Speed: 181.747 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 649], Speed: 191.979 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 659], Speed: 187.672 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 669], Speed: 196.846 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 679], Speed: 190.750 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 689], Speed: 206.508 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 699], Speed: 187.000 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 709], Speed: 203.152 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 719], Speed: 192.439 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 729], Speed: 186.943 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 739], Speed: 197.890 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 749], Speed: 180.033 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 759], Speed: 179.200 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 769], Speed: 195.648 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 779], Speed: 188.192 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 89][Batch 789], Speed: 199.112 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 799], Speed: 175.253 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 809], Speed: 184.805 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 819], Speed: 189.556 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 829], Speed: 196.077 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 839], Speed: 189.687 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 849], Speed: 188.390 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 859], Speed: 190.972 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 869], Speed: 182.916 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 879], Speed: 185.143 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 889], Speed: 197.813 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 899], Speed: 193.109 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 909], Speed: 185.753 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 919], Speed: 180.653 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 929], Speed: 188.935 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 939], Speed: 196.917 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 949], Speed: 203.553 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 959], Speed: 192.258 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 969], Speed: 198.468 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 979], Speed: 191.658 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 989], Speed: 200.045 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 999], Speed: 190.569 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1009], Speed: 192.301 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1019], Speed: 188.761 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1029], Speed: 200.250 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1039], Speed: 185.465 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1049], Speed: 189.661 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1059], Speed: 195.781 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1069], Speed: 204.489 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1079], Speed: 194.277 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1089], Speed: 189.833 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1099], Speed: 186.571 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1109], Speed: 212.839 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1119], Speed: 196.907 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1129], Speed: 184.793 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1139], Speed: 186.284 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 89][Batch 1149], Speed: 193.645 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1159], Speed: 183.421 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1169], Speed: 188.245 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1179], Speed: 192.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1189], Speed: 199.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1199], Speed: 173.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1209], Speed: 182.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89][Batch 1219], Speed: 185.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 89] Training cost: 644.386, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 90][Batch 9], Speed: 70.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 90][Batch 19], Speed: 193.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 90][Batch 29], Speed: 194.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 90][Batch 39], Speed: 182.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 49], Speed: 197.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 90][Batch 59], Speed: 184.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.712 [Epoch 90][Batch 69], Speed: 203.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 79], Speed: 190.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 89], Speed: 175.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 99], Speed: 191.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 109], Speed: 179.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 119], Speed: 192.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 129], Speed: 192.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 139], Speed: 180.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 149], Speed: 186.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 159], Speed: 169.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 169], Speed: 190.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 179], Speed: 195.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 189], Speed: 202.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 199], Speed: 168.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 209], Speed: 172.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 219], Speed: 183.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 90][Batch 229], Speed: 196.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 239], Speed: 178.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 249], Speed: 208.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 259], Speed: 181.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 269], Speed: 182.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 279], Speed: 182.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 289], Speed: 192.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 299], Speed: 188.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 309], Speed: 206.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 319], Speed: 170.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 329], Speed: 183.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 339], Speed: 190.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 349], Speed: 182.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 359], Speed: 180.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 369], Speed: 207.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 379], Speed: 190.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 389], Speed: 184.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 399], Speed: 185.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 409], Speed: 193.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 419], Speed: 191.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 429], Speed: 192.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 439], Speed: 183.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 449], Speed: 181.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 459], Speed: 183.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 469], Speed: 185.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 90][Batch 479], Speed: 193.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 90][Batch 489], Speed: 211.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 90][Batch 499], Speed: 187.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 509], Speed: 183.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 519], Speed: 184.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 529], Speed: 175.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 539], Speed: 193.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 549], Speed: 201.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 559], Speed: 175.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 569], Speed: 184.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 579], Speed: 163.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 589], Speed: 181.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 599], Speed: 201.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 609], Speed: 195.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 619], Speed: 190.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 629], Speed: 165.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 639], Speed: 189.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 649], Speed: 180.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 659], Speed: 191.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 669], Speed: 206.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 679], Speed: 181.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 689], Speed: 173.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 699], Speed: 178.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 709], Speed: 178.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 719], Speed: 172.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 729], Speed: 210.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 739], Speed: 184.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 749], Speed: 195.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 759], Speed: 191.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 90][Batch 769], Speed: 182.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 779], Speed: 189.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 789], Speed: 204.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 799], Speed: 191.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 809], Speed: 184.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 819], Speed: 185.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 829], Speed: 182.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 839], Speed: 177.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 849], Speed: 195.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 859], Speed: 179.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 869], Speed: 184.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 879], Speed: 186.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 889], Speed: 190.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 899], Speed: 193.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 909], Speed: 182.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 919], Speed: 194.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 929], Speed: 189.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 939], Speed: 188.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 949], Speed: 169.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 959], Speed: 187.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 969], Speed: 194.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 979], Speed: 189.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 989], Speed: 191.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 999], Speed: 172.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 1009], Speed: 186.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 1019], Speed: 195.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 1029], Speed: 192.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 90][Batch 1039], Speed: 182.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1049], Speed: 195.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1059], Speed: 175.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1069], Speed: 181.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1079], Speed: 194.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1089], Speed: 197.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1099], Speed: 178.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1109], Speed: 196.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1119], Speed: 173.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1129], Speed: 183.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1139], Speed: 203.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1149], Speed: 170.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1159], Speed: 206.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1169], Speed: 181.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1179], Speed: 183.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1189], Speed: 199.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1199], Speed: 185.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1209], Speed: 186.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 1219], Speed: 203.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90] Training cost: 647.773, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.503 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.109 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.279 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.173 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.674 person=42.1 bicycle=20.2 car=27.1 motorcycle=35.6 airplane=57.7 bus=56.5 train=60.6 truck=26.8 boat=16.4 traffic light=15.7 fire hydrant=59.7 stop sign=55.8 parking meter=36.1 bench=16.7 bird=25.0 cat=64.0 dog=55.6 horse=50.5 sheep=41.4 cow=42.6 elephant=59.2 bear=67.2 zebra=61.6 giraffe=63.2 backpack=8.6 umbrella=29.4 handbag=6.9 tie=20.5 suitcase=28.9 frisbee=45.6 skis=14.6 snowboard=19.9 sports ball=23.3 kite=28.1 baseball bat=19.6 baseball glove=24.9 skateboard=41.5 surfboard=25.2 tennis racket=34.6 bottle=22.5 wine glass=22.7 cup=28.1 fork=22.0 knife=7.7 spoon=8.5 bowl=29.4 banana=18.1 apple=12.2 sandwich=29.7 orange=28.2 broccoli=18.0 carrot=15.2 hot dog=25.6 pizza=42.9 donut=34.3 cake=29.8 chair=19.8 couch=39.4 potted plant=18.3 bed=39.3 dining table=22.5 toilet=57.7 tv=47.5 laptop=50.5 mouse=45.9 remote=15.5 keyboard=41.2 cell phone=22.0 microwave=44.6 oven=30.6 toaster=14.8 sink=29.4 refrigerator=46.2 book=4.6 clock=38.4 vase=27.2 scissors=22.4 teddy bear=40.1 hair drier=0.3 toothbrush=12.3 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =31.9 [Epoch 91][Batch 9], Speed: 108.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 91][Batch 19], Speed: 183.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 91][Batch 29], Speed: 190.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 91][Batch 39], Speed: 187.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 91][Batch 49], Speed: 191.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 91][Batch 59], Speed: 186.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 91][Batch 69], Speed: 213.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 91][Batch 79], Speed: 188.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 89], Speed: 170.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 99], Speed: 193.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 109], Speed: 189.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 119], Speed: 203.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 129], Speed: 189.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 139], Speed: 188.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 149], Speed: 178.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 159], Speed: 184.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 169], Speed: 187.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 179], Speed: 192.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 189], Speed: 193.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 199], Speed: 192.932 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 209], Speed: 179.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 219], Speed: 190.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 229], Speed: 197.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 239], Speed: 189.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 249], Speed: 190.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 91][Batch 259], Speed: 178.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 269], Speed: 200.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 279], Speed: 189.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 289], Speed: 184.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 299], Speed: 194.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 309], Speed: 191.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 319], Speed: 181.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 329], Speed: 181.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.707 [Epoch 91][Batch 339], Speed: 193.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 349], Speed: 201.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 359], Speed: 194.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 369], Speed: 199.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 379], Speed: 185.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 389], Speed: 192.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 399], Speed: 179.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 409], Speed: 191.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 419], Speed: 189.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 429], Speed: 200.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 439], Speed: 190.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 449], Speed: 202.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 459], Speed: 188.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 469], Speed: 192.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 479], Speed: 180.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.706 [Epoch 91][Batch 489], Speed: 206.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 499], Speed: 183.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 509], Speed: 174.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 519], Speed: 173.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 529], Speed: 179.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 539], Speed: 190.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 549], Speed: 198.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 559], Speed: 187.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 569], Speed: 182.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 579], Speed: 187.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 589], Speed: 192.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.706 [Epoch 91][Batch 599], Speed: 177.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 609], Speed: 203.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 619], Speed: 193.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 629], Speed: 174.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 639], Speed: 183.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 649], Speed: 200.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 659], Speed: 188.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 669], Speed: 206.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 679], Speed: 192.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 689], Speed: 169.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 699], Speed: 178.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 709], Speed: 203.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 719], Speed: 197.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 729], Speed: 203.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 739], Speed: 189.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 749], Speed: 173.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 759], Speed: 178.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 769], Speed: 193.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 779], Speed: 188.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 789], Speed: 185.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 799], Speed: 187.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 809], Speed: 174.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 819], Speed: 189.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 829], Speed: 204.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 839], Speed: 176.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 849], Speed: 189.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.705 [Epoch 91][Batch 859], Speed: 169.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 869], Speed: 176.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 879], Speed: 176.694 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 889], Speed: 187.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 899], Speed: 181.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 909], Speed: 198.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 919], Speed: 181.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 929], Speed: 184.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 939], Speed: 181.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 949], Speed: 201.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 959], Speed: 185.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 969], Speed: 186.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 979], Speed: 189.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 989], Speed: 176.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 999], Speed: 177.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1009], Speed: 196.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1019], Speed: 179.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1029], Speed: 189.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1039], Speed: 192.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1049], Speed: 172.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1059], Speed: 178.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1069], Speed: 204.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1079], Speed: 189.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1089], Speed: 191.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1099], Speed: 197.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1109], Speed: 179.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 91][Batch 1119], Speed: 190.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1129], Speed: 193.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1139], Speed: 190.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1149], Speed: 175.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1159], Speed: 203.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1169], Speed: 189.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1179], Speed: 187.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1189], Speed: 198.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1199], Speed: 181.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1209], Speed: 182.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91][Batch 1219], Speed: 183.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 91] Training cost: 644.730, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 92][Batch 9], Speed: 114.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 19], Speed: 176.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 29], Speed: 192.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 39], Speed: 191.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 49], Speed: 180.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 59], Speed: 188.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 69], Speed: 208.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 79], Speed: 195.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 89], Speed: 194.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 99], Speed: 175.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 109], Speed: 197.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 119], Speed: 184.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 129], Speed: 205.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 139], Speed: 193.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 149], Speed: 184.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 92][Batch 159], Speed: 182.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 92][Batch 169], Speed: 190.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 92][Batch 179], Speed: 207.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 92][Batch 189], Speed: 196.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 199], Speed: 182.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 209], Speed: 196.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 219], Speed: 184.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 92][Batch 229], Speed: 187.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 239], Speed: 182.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 249], Speed: 209.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 259], Speed: 178.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 269], Speed: 184.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 279], Speed: 175.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 289], Speed: 189.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 299], Speed: 201.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 309], Speed: 194.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 319], Speed: 174.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 329], Speed: 188.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 339], Speed: 188.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 349], Speed: 187.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 359], Speed: 196.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 369], Speed: 206.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 379], Speed: 181.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 389], Speed: 169.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 399], Speed: 184.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.702 [Epoch 92][Batch 409], Speed: 185.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 419], Speed: 201.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 429], Speed: 198.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 439], Speed: 184.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 449], Speed: 169.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 459], Speed: 183.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 469], Speed: 184.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 479], Speed: 187.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 489], Speed: 191.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 499], Speed: 175.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 509], Speed: 188.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 519], Speed: 176.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 529], Speed: 196.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 539], Speed: 191.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 549], Speed: 200.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 559], Speed: 187.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 92][Batch 569], Speed: 188.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 579], Speed: 189.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 589], Speed: 202.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 599], Speed: 198.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 609], Speed: 201.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 619], Speed: 177.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 629], Speed: 185.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 639], Speed: 182.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 649], Speed: 199.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 659], Speed: 178.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.701 [Epoch 92][Batch 669], Speed: 197.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 679], Speed: 175.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 689], Speed: 185.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 699], Speed: 186.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 709], Speed: 194.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 719], Speed: 185.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 729], Speed: 206.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 739], Speed: 186.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 749], Speed: 178.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 759], Speed: 179.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 769], Speed: 181.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 779], Speed: 179.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 789], Speed: 203.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 799], Speed: 191.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 809], Speed: 185.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 819], Speed: 190.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 829], Speed: 196.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 839], Speed: 181.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 849], Speed: 197.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 859], Speed: 180.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 869], Speed: 191.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 879], Speed: 192.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 889], Speed: 190.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 899], Speed: 193.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 909], Speed: 205.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 919], Speed: 176.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.700 [Epoch 92][Batch 929], Speed: 190.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 939], Speed: 191.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 949], Speed: 189.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 959], Speed: 181.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 969], Speed: 198.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 979], Speed: 178.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 989], Speed: 175.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 999], Speed: 189.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1009], Speed: 194.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1019], Speed: 182.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1029], Speed: 207.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1039], Speed: 170.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1049], Speed: 183.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1059], Speed: 179.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1069], Speed: 192.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1079], Speed: 185.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1089], Speed: 210.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1099], Speed: 183.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1109], Speed: 199.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1119], Speed: 194.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1129], Speed: 201.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1139], Speed: 189.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1149], Speed: 200.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1159], Speed: 197.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1169], Speed: 186.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1179], Speed: 189.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 92][Batch 1189], Speed: 179.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 92][Batch 1199], Speed: 194.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 92][Batch 1209], Speed: 194.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 92][Batch 1219], Speed: 176.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 92] Training cost: 645.717, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 9], Speed: 88.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 93][Batch 19], Speed: 186.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 93][Batch 29], Speed: 166.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 39], Speed: 175.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 49], Speed: 195.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 59], Speed: 191.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 69], Speed: 206.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 93][Batch 79], Speed: 183.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 89], Speed: 193.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 99], Speed: 190.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 109], Speed: 189.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 93][Batch 119], Speed: 185.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 129], Speed: 186.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 139], Speed: 177.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 149], Speed: 180.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 159], Speed: 181.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 169], Speed: 195.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 179], Speed: 195.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 189], Speed: 193.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 199], Speed: 189.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 209], Speed: 186.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 93][Batch 219], Speed: 190.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 229], Speed: 178.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 239], Speed: 193.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 249], Speed: 187.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 259], Speed: 180.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 269], Speed: 184.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 279], Speed: 187.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 289], Speed: 190.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 299], Speed: 194.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 309], Speed: 194.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 319], Speed: 174.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 329], Speed: 183.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 339], Speed: 190.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 349], Speed: 194.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 359], Speed: 192.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 369], Speed: 202.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 379], Speed: 184.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 389], Speed: 185.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 399], Speed: 191.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 409], Speed: 174.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 419], Speed: 185.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 429], Speed: 204.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 439], Speed: 180.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 449], Speed: 184.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 459], Speed: 185.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 469], Speed: 177.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.697 [Epoch 93][Batch 479], Speed: 196.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 489], Speed: 200.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 499], Speed: 193.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 509], Speed: 181.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 519], Speed: 165.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 529], Speed: 181.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 539], Speed: 189.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 549], Speed: 208.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 559], Speed: 177.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 569], Speed: 183.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 579], Speed: 170.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 589], Speed: 193.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 599], Speed: 189.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 609], Speed: 192.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 619], Speed: 186.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 629], Speed: 188.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 639], Speed: 190.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 649], Speed: 187.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 659], Speed: 198.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 669], Speed: 204.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 679], Speed: 188.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 689], Speed: 188.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 699], Speed: 194.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 709], Speed: 178.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 719], Speed: 183.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 729], Speed: 206.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.696 [Epoch 93][Batch 739], Speed: 170.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 749], Speed: 184.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 759], Speed: 185.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 769], Speed: 189.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 779], Speed: 182.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 789], Speed: 207.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 799], Speed: 184.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 809], Speed: 187.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 819], Speed: 189.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 829], Speed: 191.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 839], Speed: 192.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 849], Speed: 203.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 859], Speed: 172.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 869], Speed: 189.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 879], Speed: 178.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 889], Speed: 186.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 899], Speed: 196.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 909], Speed: 186.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 919], Speed: 193.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 929], Speed: 189.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 939], Speed: 174.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 949], Speed: 197.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 959], Speed: 190.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 969], Speed: 182.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 979], Speed: 188.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 989], Speed: 175.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.695 [Epoch 93][Batch 999], Speed: 184.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1009], Speed: 200.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1019], Speed: 191.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1029], Speed: 187.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1039], Speed: 189.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1049], Speed: 178.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1059], Speed: 175.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1069], Speed: 194.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1079], Speed: 190.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1089], Speed: 198.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1099], Speed: 185.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1109], Speed: 171.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1119], Speed: 173.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1129], Speed: 173.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1139], Speed: 177.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1149], Speed: 200.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1159], Speed: 178.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1169], Speed: 183.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1179], Speed: 178.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1189], Speed: 187.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1199], Speed: 190.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1209], Speed: 188.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93][Batch 1219], Speed: 180.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 93] Training cost: 645.580, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.694 [Epoch 94][Batch 9], Speed: 77.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 94][Batch 19], Speed: 182.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 94][Batch 29], Speed: 173.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 94][Batch 39], Speed: 189.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 49], Speed: 190.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.220, HeatmapFocal=1.693 [Epoch 94][Batch 59], Speed: 192.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.693 [Epoch 94][Batch 69], Speed: 205.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.693 [Epoch 94][Batch 79], Speed: 174.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 89], Speed: 188.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.220, HeatmapFocal=1.693 [Epoch 94][Batch 99], Speed: 201.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.220, HeatmapFocal=1.693 [Epoch 94][Batch 109], Speed: 186.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 119], Speed: 189.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 129], Speed: 212.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 139], Speed: 200.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 149], Speed: 185.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 159], Speed: 180.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 169], Speed: 188.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 179], Speed: 187.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 189], Speed: 185.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 199], Speed: 179.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 209], Speed: 182.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 219], Speed: 200.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 229], Speed: 190.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 239], Speed: 191.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 249], Speed: 198.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 259], Speed: 170.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 269], Speed: 187.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 279], Speed: 186.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 94][Batch 289], Speed: 189.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 299], Speed: 178.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 309], Speed: 192.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 319], Speed: 169.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 329], Speed: 181.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 339], Speed: 179.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 349], Speed: 192.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 359], Speed: 192.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 369], Speed: 195.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 379], Speed: 195.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 389], Speed: 187.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 399], Speed: 186.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 409], Speed: 183.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 419], Speed: 189.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 429], Speed: 188.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 439], Speed: 190.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 449], Speed: 195.932 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 459], Speed: 191.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 469], Speed: 187.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 479], Speed: 192.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 489], Speed: 196.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 499], Speed: 175.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 509], Speed: 189.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 519], Speed: 190.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 529], Speed: 172.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 539], Speed: 185.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 94][Batch 549], Speed: 198.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 559], Speed: 161.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 569], Speed: 186.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 579], Speed: 200.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 589], Speed: 190.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 599], Speed: 183.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 609], Speed: 194.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 619], Speed: 168.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 629], Speed: 181.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 639], Speed: 180.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 649], Speed: 177.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 659], Speed: 185.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 669], Speed: 180.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 679], Speed: 172.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 689], Speed: 183.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 699], Speed: 198.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 709], Speed: 181.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 719], Speed: 182.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 729], Speed: 178.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 739], Speed: 179.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 749], Speed: 178.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 759], Speed: 189.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 769], Speed: 175.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 779], Speed: 193.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 789], Speed: 194.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 799], Speed: 189.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 94][Batch 809], Speed: 195.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 819], Speed: 187.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 829], Speed: 183.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 839], Speed: 173.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 849], Speed: 186.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 859], Speed: 185.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 869], Speed: 179.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 879], Speed: 194.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 889], Speed: 189.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 899], Speed: 186.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 909], Speed: 192.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 919], Speed: 194.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 929], Speed: 179.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 939], Speed: 199.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 949], Speed: 181.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 959], Speed: 193.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 969], Speed: 193.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 979], Speed: 188.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 989], Speed: 181.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 999], Speed: 176.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1009], Speed: 191.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1019], Speed: 194.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1029], Speed: 197.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1039], Speed: 188.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1049], Speed: 187.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1059], Speed: 185.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 94][Batch 1069], Speed: 192.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1079], Speed: 196.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1089], Speed: 194.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1099], Speed: 188.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1109], Speed: 198.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1119], Speed: 195.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1129], Speed: 191.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1139], Speed: 190.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1149], Speed: 182.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1159], Speed: 187.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1169], Speed: 181.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1179], Speed: 186.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1189], Speed: 198.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1199], Speed: 177.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1209], Speed: 190.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94][Batch 1219], Speed: 189.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 94] Training cost: 645.824, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 95][Batch 9], Speed: 86.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 95][Batch 19], Speed: 191.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.223, HeatmapFocal=1.689 [Epoch 95][Batch 29], Speed: 181.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.222, HeatmapFocal=1.689 [Epoch 95][Batch 39], Speed: 194.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.222, HeatmapFocal=1.689 [Epoch 95][Batch 49], Speed: 190.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.689 [Epoch 95][Batch 59], Speed: 198.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.222, HeatmapFocal=1.689 [Epoch 95][Batch 69], Speed: 188.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 95][Batch 79], Speed: 179.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 95][Batch 89], Speed: 183.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 95][Batch 99], Speed: 181.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 95][Batch 109], Speed: 191.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 119], Speed: 189.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 129], Speed: 190.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 139], Speed: 191.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 149], Speed: 186.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 159], Speed: 181.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 169], Speed: 180.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 179], Speed: 187.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 189], Speed: 200.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 199], Speed: 185.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 209], Speed: 187.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 219], Speed: 190.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 229], Speed: 182.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 239], Speed: 191.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 249], Speed: 199.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 259], Speed: 191.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 269], Speed: 188.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 279], Speed: 183.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 289], Speed: 185.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 299], Speed: 189.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 309], Speed: 207.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 319], Speed: 185.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 329], Speed: 190.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 339], Speed: 192.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 349], Speed: 186.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 359], Speed: 188.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 95][Batch 369], Speed: 202.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 379], Speed: 178.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 389], Speed: 186.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 399], Speed: 182.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 409], Speed: 196.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 419], Speed: 188.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 429], Speed: 205.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 439], Speed: 176.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 449], Speed: 165.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 459], Speed: 188.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 469], Speed: 190.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 479], Speed: 181.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 489], Speed: 192.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 499], Speed: 183.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 509], Speed: 190.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 519], Speed: 182.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 529], Speed: 185.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 539], Speed: 195.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 549], Speed: 197.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 559], Speed: 182.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 569], Speed: 193.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 579], Speed: 187.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 589], Speed: 173.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 599], Speed: 193.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 609], Speed: 205.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 619], Speed: 182.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 95][Batch 629], Speed: 173.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 639], Speed: 183.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 649], Speed: 180.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 659], Speed: 193.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 669], Speed: 197.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 679], Speed: 189.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 689], Speed: 177.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 699], Speed: 191.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 709], Speed: 181.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 719], Speed: 183.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 729], Speed: 178.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 739], Speed: 175.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 749], Speed: 180.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 759], Speed: 186.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 769], Speed: 179.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 779], Speed: 191.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 789], Speed: 182.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 799], Speed: 188.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 809], Speed: 171.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 819], Speed: 184.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 829], Speed: 193.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 839], Speed: 186.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 849], Speed: 175.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 859], Speed: 179.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 869], Speed: 178.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 879], Speed: 177.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 95][Batch 889], Speed: 187.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 899], Speed: 192.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 909], Speed: 194.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 919], Speed: 170.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 929], Speed: 181.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 939], Speed: 191.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 949], Speed: 192.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 959], Speed: 193.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 969], Speed: 181.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 979], Speed: 175.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 989], Speed: 191.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 999], Speed: 184.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1009], Speed: 191.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1019], Speed: 197.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1029], Speed: 192.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1039], Speed: 189.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1049], Speed: 178.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1059], Speed: 172.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1069], Speed: 168.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1079], Speed: 189.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1089], Speed: 184.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1099], Speed: 179.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1109], Speed: 177.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1119], Speed: 185.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1129], Speed: 195.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1139], Speed: 204.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1149], Speed: 186.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.685 [Epoch 95][Batch 1159], Speed: 212.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95][Batch 1169], Speed: 194.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95][Batch 1179], Speed: 190.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95][Batch 1189], Speed: 185.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95][Batch 1199], Speed: 196.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95][Batch 1209], Speed: 200.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95][Batch 1219], Speed: 174.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 95] Training cost: 646.484, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 96][Batch 9], Speed: 107.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 96][Batch 19], Speed: 189.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 29], Speed: 176.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 39], Speed: 192.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 49], Speed: 178.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 59], Speed: 193.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 69], Speed: 193.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 79], Speed: 185.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 89], Speed: 178.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 99], Speed: 191.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 109], Speed: 191.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 119], Speed: 197.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 129], Speed: 198.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 139], Speed: 186.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 149], Speed: 176.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 96][Batch 159], Speed: 196.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 96][Batch 169], Speed: 187.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 96][Batch 179], Speed: 198.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 96][Batch 189], Speed: 187.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 96][Batch 199], Speed: 181.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 209], Speed: 183.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 219], Speed: 200.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 229], Speed: 192.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 239], Speed: 186.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 249], Speed: 198.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 259], Speed: 192.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 269], Speed: 167.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 279], Speed: 196.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 289], Speed: 177.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 299], Speed: 191.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 309], Speed: 189.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 319], Speed: 180.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 329], Speed: 176.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 339], Speed: 188.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 349], Speed: 191.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 359], Speed: 192.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 369], Speed: 189.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 379], Speed: 167.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 389], Speed: 169.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 399], Speed: 194.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 409], Speed: 188.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 419], Speed: 179.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 429], Speed: 196.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 439], Speed: 187.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 449], Speed: 173.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 96][Batch 459], Speed: 184.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 469], Speed: 188.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 479], Speed: 184.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 489], Speed: 198.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 499], Speed: 177.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 509], Speed: 186.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 519], Speed: 158.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 529], Speed: 189.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 539], Speed: 185.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 549], Speed: 200.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 559], Speed: 187.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 569], Speed: 186.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 579], Speed: 198.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 589], Speed: 186.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 599], Speed: 195.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 609], Speed: 180.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 619], Speed: 176.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 629], Speed: 194.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 639], Speed: 194.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 649], Speed: 193.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 659], Speed: 184.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 669], Speed: 195.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 679], Speed: 197.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 689], Speed: 196.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 699], Speed: 187.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 709], Speed: 185.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 96][Batch 719], Speed: 188.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 729], Speed: 199.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 739], Speed: 181.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 749], Speed: 184.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 759], Speed: 193.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 769], Speed: 194.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 779], Speed: 194.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 789], Speed: 201.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 799], Speed: 188.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 809], Speed: 206.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 819], Speed: 197.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 829], Speed: 191.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 839], Speed: 191.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 849], Speed: 194.747 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 859], Speed: 188.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 869], Speed: 193.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 879], Speed: 197.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 889], Speed: 189.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 899], Speed: 191.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 909], Speed: 187.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 919], Speed: 184.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 929], Speed: 196.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 939], Speed: 181.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 949], Speed: 188.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 959], Speed: 186.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 969], Speed: 189.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 979], Speed: 192.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 96][Batch 989], Speed: 198.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 999], Speed: 199.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1009], Speed: 184.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1019], Speed: 193.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1029], Speed: 186.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1039], Speed: 174.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1049], Speed: 181.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1059], Speed: 205.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1069], Speed: 188.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1079], Speed: 189.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1089], Speed: 183.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1099], Speed: 178.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1109], Speed: 185.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1119], Speed: 209.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1129], Speed: 187.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1139], Speed: 185.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1149], Speed: 174.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1159], Speed: 189.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1169], Speed: 183.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1179], Speed: 194.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1189], Speed: 193.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1199], Speed: 182.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1209], Speed: 189.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96][Batch 1219], Speed: 201.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 96] Training cost: 643.744, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 97][Batch 9], Speed: 84.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 97][Batch 19], Speed: 184.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 97][Batch 29], Speed: 185.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 97][Batch 39], Speed: 179.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 49], Speed: 195.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 59], Speed: 195.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 69], Speed: 192.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 79], Speed: 188.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 89], Speed: 187.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 99], Speed: 190.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 109], Speed: 192.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 119], Speed: 201.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 129], Speed: 211.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 139], Speed: 179.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 149], Speed: 183.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 159], Speed: 183.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 169], Speed: 192.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 179], Speed: 194.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 189], Speed: 182.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 199], Speed: 176.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 209], Speed: 191.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 219], Speed: 193.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 229], Speed: 188.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 239], Speed: 191.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 249], Speed: 184.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 259], Speed: 174.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 269], Speed: 166.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 279], Speed: 183.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 97][Batch 289], Speed: 191.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 299], Speed: 196.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 309], Speed: 180.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 319], Speed: 171.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 329], Speed: 181.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 339], Speed: 188.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 349], Speed: 185.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 359], Speed: 196.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 369], Speed: 202.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 379], Speed: 179.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 389], Speed: 184.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 399], Speed: 184.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 409], Speed: 189.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 419], Speed: 194.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 429], Speed: 182.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 439], Speed: 162.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 449], Speed: 183.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 459], Speed: 188.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 469], Speed: 180.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 479], Speed: 193.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 489], Speed: 194.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 499], Speed: 184.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 509], Speed: 185.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 519], Speed: 182.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 97][Batch 529], Speed: 185.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 539], Speed: 190.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 549], Speed: 185.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 97][Batch 559], Speed: 187.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.677 [Epoch 97][Batch 569], Speed: 188.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.677 [Epoch 97][Batch 579], Speed: 185.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.677 [Epoch 97][Batch 589], Speed: 192.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 599], Speed: 179.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 609], Speed: 191.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 619], Speed: 165.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 629], Speed: 183.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 639], Speed: 184.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 649], Speed: 181.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 659], Speed: 175.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 669], Speed: 192.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 679], Speed: 186.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 689], Speed: 200.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 699], Speed: 182.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 709], Speed: 191.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 719], Speed: 192.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 729], Speed: 184.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 739], Speed: 191.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 749], Speed: 171.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 759], Speed: 179.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 769], Speed: 189.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 779], Speed: 180.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 789], Speed: 185.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 799], Speed: 188.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 809], Speed: 184.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 97][Batch 819], Speed: 182.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 829], Speed: 189.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 839], Speed: 185.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 849], Speed: 195.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 859], Speed: 188.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 869], Speed: 188.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 879], Speed: 182.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 889], Speed: 185.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 899], Speed: 193.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 909], Speed: 195.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 919], Speed: 184.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 929], Speed: 178.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 939], Speed: 185.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 949], Speed: 195.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 959], Speed: 190.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 969], Speed: 189.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 979], Speed: 174.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 989], Speed: 175.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 999], Speed: 176.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1009], Speed: 189.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1019], Speed: 192.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1029], Speed: 184.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1039], Speed: 179.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1049], Speed: 196.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1059], Speed: 182.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1069], Speed: 189.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1079], Speed: 199.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 97][Batch 1089], Speed: 196.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1099], Speed: 178.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1109], Speed: 173.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1119], Speed: 202.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1129], Speed: 178.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1139], Speed: 196.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1149], Speed: 198.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1159], Speed: 199.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1169], Speed: 199.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1179], Speed: 190.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1189], Speed: 181.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1199], Speed: 189.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1209], Speed: 187.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97][Batch 1219], Speed: 185.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 97] Training cost: 645.062, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 98][Batch 9], Speed: 93.479 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.675 [Epoch 98][Batch 19], Speed: 184.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 98][Batch 29], Speed: 177.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 39], Speed: 187.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 98][Batch 49], Speed: 203.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 98][Batch 59], Speed: 186.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 98][Batch 69], Speed: 192.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 79], Speed: 185.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 89], Speed: 191.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 99], Speed: 193.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 109], Speed: 189.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 119], Speed: 181.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.675 [Epoch 98][Batch 129], Speed: 211.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 139], Speed: 189.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 149], Speed: 188.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 159], Speed: 187.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 169], Speed: 190.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 179], Speed: 191.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 189], Speed: 199.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 199], Speed: 175.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 209], Speed: 185.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 219], Speed: 196.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 229], Speed: 192.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 239], Speed: 199.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 249], Speed: 184.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 259], Speed: 173.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 269], Speed: 186.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 279], Speed: 189.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 289], Speed: 185.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 299], Speed: 203.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 309], Speed: 193.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 319], Speed: 183.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 329], Speed: 180.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 339], Speed: 184.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 349], Speed: 180.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 359], Speed: 191.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 369], Speed: 182.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 379], Speed: 171.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 98][Batch 389], Speed: 191.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.674 [Epoch 98][Batch 399], Speed: 177.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.673 [Epoch 98][Batch 409], Speed: 181.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.673 [Epoch 98][Batch 419], Speed: 190.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.673 [Epoch 98][Batch 429], Speed: 186.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 439], Speed: 190.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.673 [Epoch 98][Batch 449], Speed: 171.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.673 [Epoch 98][Batch 459], Speed: 189.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 469], Speed: 194.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 479], Speed: 179.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 489], Speed: 187.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 499], Speed: 183.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 509], Speed: 184.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 519], Speed: 188.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 529], Speed: 177.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 539], Speed: 178.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 549], Speed: 196.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 559], Speed: 185.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 569], Speed: 181.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 579], Speed: 188.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 589], Speed: 173.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 599], Speed: 189.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 609], Speed: 192.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 619], Speed: 188.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 629], Speed: 189.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 639], Speed: 186.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 649], Speed: 178.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 659], Speed: 184.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 98][Batch 669], Speed: 184.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 679], Speed: 184.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 689], Speed: 155.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 699], Speed: 198.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 709], Speed: 175.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 719], Speed: 182.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 729], Speed: 197.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 739], Speed: 182.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 749], Speed: 178.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 759], Speed: 189.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 769], Speed: 189.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 779], Speed: 190.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 789], Speed: 184.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 799], Speed: 190.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 809], Speed: 191.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 819], Speed: 188.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 829], Speed: 190.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 839], Speed: 173.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 849], Speed: 193.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 859], Speed: 188.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 869], Speed: 176.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 879], Speed: 194.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 889], Speed: 171.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 899], Speed: 185.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 909], Speed: 182.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 919], Speed: 192.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 929], Speed: 177.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 98][Batch 939], Speed: 185.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 949], Speed: 188.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 959], Speed: 195.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 969], Speed: 176.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 979], Speed: 190.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 989], Speed: 157.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 999], Speed: 183.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1009], Speed: 180.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1019], Speed: 181.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1029], Speed: 205.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1039], Speed: 184.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1049], Speed: 188.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1059], Speed: 188.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1069], Speed: 191.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1079], Speed: 189.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1089], Speed: 204.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1099], Speed: 173.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1109], Speed: 186.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1119], Speed: 178.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1129], Speed: 189.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1139], Speed: 176.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1149], Speed: 176.479 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1159], Speed: 187.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1169], Speed: 194.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1179], Speed: 198.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1189], Speed: 193.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1199], Speed: 179.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 98][Batch 1209], Speed: 189.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 98][Batch 1219], Speed: 192.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 98] Training cost: 649.752, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 9], Speed: 85.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 99][Batch 19], Speed: 177.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 99][Batch 29], Speed: 183.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 99][Batch 39], Speed: 185.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 99][Batch 49], Speed: 192.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 59], Speed: 184.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 69], Speed: 204.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 79], Speed: 189.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 89], Speed: 176.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 99], Speed: 192.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 109], Speed: 184.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 119], Speed: 200.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 129], Speed: 208.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 139], Speed: 191.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 149], Speed: 174.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 99][Batch 159], Speed: 182.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 169], Speed: 180.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 179], Speed: 196.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 189], Speed: 193.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 199], Speed: 193.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 209], Speed: 185.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 219], Speed: 185.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 229], Speed: 187.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 239], Speed: 182.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.670 [Epoch 99][Batch 249], Speed: 195.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 259], Speed: 179.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 99][Batch 269], Speed: 191.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 279], Speed: 184.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 289], Speed: 186.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 299], Speed: 187.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 309], Speed: 192.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 319], Speed: 191.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 329], Speed: 192.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 339], Speed: 188.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 349], Speed: 190.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 359], Speed: 168.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 369], Speed: 194.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 379], Speed: 181.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 389], Speed: 197.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 399], Speed: 179.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 409], Speed: 182.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 419], Speed: 177.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 429], Speed: 194.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 439], Speed: 181.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 449], Speed: 181.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 459], Speed: 191.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 469], Speed: 192.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 479], Speed: 187.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 489], Speed: 193.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 499], Speed: 184.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 509], Speed: 167.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.669 [Epoch 99][Batch 519], Speed: 190.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 529], Speed: 176.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 539], Speed: 192.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 549], Speed: 196.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 559], Speed: 187.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 569], Speed: 193.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 579], Speed: 191.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 589], Speed: 181.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 599], Speed: 179.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 609], Speed: 188.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 619], Speed: 176.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 629], Speed: 191.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 639], Speed: 183.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 649], Speed: 183.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 659], Speed: 195.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 669], Speed: 199.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 679], Speed: 191.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 689], Speed: 196.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 699], Speed: 191.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 709], Speed: 188.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 719], Speed: 193.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 729], Speed: 180.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 739], Speed: 191.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 749], Speed: 174.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 759], Speed: 180.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 769], Speed: 189.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 779], Speed: 191.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.668 [Epoch 99][Batch 789], Speed: 180.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 799], Speed: 189.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 809], Speed: 177.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 819], Speed: 189.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 829], Speed: 190.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 839], Speed: 185.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 849], Speed: 196.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 859], Speed: 175.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 869], Speed: 190.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 879], Speed: 183.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 889], Speed: 191.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 899], Speed: 187.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 909], Speed: 182.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 919], Speed: 193.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 929], Speed: 187.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 939], Speed: 178.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 949], Speed: 188.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 959], Speed: 195.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 969], Speed: 180.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 979], Speed: 192.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 989], Speed: 187.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 999], Speed: 174.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 1009], Speed: 192.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 1019], Speed: 194.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 1029], Speed: 197.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 1039], Speed: 164.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 1049], Speed: 175.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.667 [Epoch 99][Batch 1059], Speed: 186.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1069], Speed: 178.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1079], Speed: 175.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1089], Speed: 186.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1099], Speed: 177.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1109], Speed: 169.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1119], Speed: 186.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1129], Speed: 179.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1139], Speed: 183.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1149], Speed: 196.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1159], Speed: 181.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1169], Speed: 178.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1179], Speed: 186.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1189], Speed: 178.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1199], Speed: 205.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1209], Speed: 191.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99][Batch 1219], Speed: 191.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 99] Training cost: 645.185, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 9], Speed: 85.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 19], Speed: 167.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 100][Batch 29], Speed: 173.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 100][Batch 39], Speed: 190.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 49], Speed: 194.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 59], Speed: 202.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 69], Speed: 188.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 79], Speed: 178.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 89], Speed: 176.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 99], Speed: 184.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.666 [Epoch 100][Batch 109], Speed: 182.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 119], Speed: 183.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 129], Speed: 204.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 139], Speed: 188.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 149], Speed: 188.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 159], Speed: 184.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 169], Speed: 190.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 179], Speed: 194.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 189], Speed: 199.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 199], Speed: 170.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 209], Speed: 184.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 219], Speed: 174.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 229], Speed: 184.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 239], Speed: 197.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 249], Speed: 197.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 259], Speed: 171.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 269], Speed: 178.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 279], Speed: 184.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 289], Speed: 191.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 299], Speed: 186.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 309], Speed: 176.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 319], Speed: 185.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 329], Speed: 177.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 339], Speed: 188.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 349], Speed: 181.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 359], Speed: 184.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 369], Speed: 194.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 100][Batch 379], Speed: 188.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 389], Speed: 165.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 399], Speed: 188.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 409], Speed: 190.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 419], Speed: 192.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 429], Speed: 196.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 439], Speed: 186.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 449], Speed: 187.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 459], Speed: 190.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 469], Speed: 176.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 479], Speed: 196.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 489], Speed: 197.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 499], Speed: 198.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 509], Speed: 184.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 519], Speed: 179.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 529], Speed: 190.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 539], Speed: 179.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 549], Speed: 179.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 559], Speed: 184.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 569], Speed: 187.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 579], Speed: 189.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 589], Speed: 186.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 599], Speed: 185.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 609], Speed: 190.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 619], Speed: 188.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 629], Speed: 195.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 639], Speed: 186.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 649], Speed: 193.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 100][Batch 659], Speed: 189.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 669], Speed: 190.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 679], Speed: 182.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 689], Speed: 181.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 699], Speed: 191.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 709], Speed: 181.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 719], Speed: 173.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 729], Speed: 195.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 739], Speed: 176.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 749], Speed: 187.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 759], Speed: 182.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 769], Speed: 186.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 779], Speed: 191.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 789], Speed: 196.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 799], Speed: 185.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 809], Speed: 175.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 819], Speed: 191.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 829], Speed: 185.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 839], Speed: 192.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 849], Speed: 201.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 859], Speed: 190.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 869], Speed: 184.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 879], Speed: 187.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 889], Speed: 187.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 899], Speed: 193.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 909], Speed: 189.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 919], Speed: 192.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.663 [Epoch 100][Batch 929], Speed: 190.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 939], Speed: 186.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 949], Speed: 192.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 959], Speed: 195.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 969], Speed: 192.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 979], Speed: 195.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 989], Speed: 176.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 999], Speed: 192.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1009], Speed: 182.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1019], Speed: 190.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1029], Speed: 203.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1039], Speed: 192.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1049], Speed: 171.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1059], Speed: 189.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1069], Speed: 194.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1079], Speed: 196.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1089], Speed: 207.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1099], Speed: 186.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1109], Speed: 194.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1119], Speed: 202.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1129], Speed: 182.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1139], Speed: 205.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1149], Speed: 187.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1159], Speed: 179.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1169], Speed: 204.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1179], Speed: 200.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1189], Speed: 193.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1199], Speed: 178.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 100][Batch 1209], Speed: 198.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 100][Batch 1219], Speed: 181.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 100] Training cost: 643.794, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 100] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.330 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.117 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691 person=43.0 bicycle=21.4 car=27.9 motorcycle=36.2 airplane=59.5 bus=57.0 train=60.6 truck=28.7 boat=17.3 traffic light=16.4 fire hydrant=59.7 stop sign=54.7 parking meter=37.0 bench=17.9 bird=25.8 cat=64.4 dog=57.4 horse=51.1 sheep=43.8 cow=44.3 elephant=58.5 bear=69.8 zebra=62.5 giraffe=63.7 backpack=9.1 umbrella=30.8 handbag=7.6 tie=21.7 suitcase=30.0 frisbee=48.5 skis=16.1 snowboard=24.3 sports ball=24.8 kite=29.4 baseball bat=20.7 baseball glove=25.3 skateboard=43.3 surfboard=26.3 tennis racket=36.1 bottle=24.1 wine glass=23.0 cup=29.1 fork=23.1 knife=8.4 spoon=9.6 bowl=29.7 banana=18.9 apple=13.2 sandwich=30.9 orange=28.1 broccoli=18.4 carrot=16.0 hot dog=26.1 pizza=42.4 donut=37.1 cake=30.1 chair=20.5 couch=39.4 potted plant=21.1 bed=40.2 dining table=23.8 toilet=58.6 tv=49.0 laptop=52.2 mouse=47.8 remote=17.1 keyboard=42.5 cell phone=23.6 microwave=48.6 oven=32.5 toaster=11.5 sink=31.6 refrigerator=49.6 book=5.0 clock=40.9 vase=28.4 scissors=23.4 teddy bear=37.7 hair drier=0.4 toothbrush=16.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =33.0 [Epoch 101][Batch 9], Speed: 88.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 19], Speed: 174.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 29], Speed: 178.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 101][Batch 39], Speed: 173.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 49], Speed: 192.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 59], Speed: 203.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 69], Speed: 187.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 101][Batch 79], Speed: 195.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 101][Batch 89], Speed: 172.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 99], Speed: 187.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 109], Speed: 186.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 119], Speed: 193.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 129], Speed: 180.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 139], Speed: 183.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 149], Speed: 179.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 159], Speed: 182.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 169], Speed: 181.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 179], Speed: 185.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 189], Speed: 191.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 199], Speed: 194.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 209], Speed: 182.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 219], Speed: 191.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 229], Speed: 189.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 239], Speed: 180.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 249], Speed: 194.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 259], Speed: 193.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 101][Batch 269], Speed: 169.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 279], Speed: 183.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 289], Speed: 176.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 299], Speed: 188.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 309], Speed: 194.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 319], Speed: 156.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 329], Speed: 191.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 339], Speed: 193.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 349], Speed: 193.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 359], Speed: 151.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 369], Speed: 192.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 379], Speed: 187.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 389], Speed: 189.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 399], Speed: 175.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 409], Speed: 193.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 419], Speed: 186.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 429], Speed: 193.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 439], Speed: 193.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 449], Speed: 176.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 459], Speed: 187.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 469], Speed: 181.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 101][Batch 479], Speed: 182.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 101][Batch 489], Speed: 179.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 101][Batch 499], Speed: 178.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 101][Batch 509], Speed: 180.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 101][Batch 519], Speed: 184.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 101][Batch 529], Speed: 189.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 101][Batch 539], Speed: 195.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 101][Batch 549], Speed: 184.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 101][Batch 559], Speed: 167.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 569], Speed: 197.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 579], Speed: 186.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 589], Speed: 186.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 599], Speed: 189.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 609], Speed: 191.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 619], Speed: 183.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 629], Speed: 180.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 639], Speed: 180.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 649], Speed: 190.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 659], Speed: 188.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 669], Speed: 196.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 679], Speed: 182.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 689], Speed: 184.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 699], Speed: 191.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 709], Speed: 189.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 719], Speed: 195.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 729], Speed: 195.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 739], Speed: 183.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 749], Speed: 193.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 759], Speed: 178.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 769], Speed: 190.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 779], Speed: 187.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 789], Speed: 180.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 799], Speed: 193.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 809], Speed: 197.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 101][Batch 819], Speed: 180.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 829], Speed: 190.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 839], Speed: 187.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 849], Speed: 190.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 859], Speed: 182.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 869], Speed: 189.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 879], Speed: 182.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 889], Speed: 174.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 899], Speed: 190.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 909], Speed: 178.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 919], Speed: 180.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 929], Speed: 198.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 939], Speed: 176.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 949], Speed: 192.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 959], Speed: 192.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 969], Speed: 190.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 979], Speed: 182.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 989], Speed: 184.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 999], Speed: 188.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1009], Speed: 182.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1019], Speed: 190.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1029], Speed: 178.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1039], Speed: 177.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1049], Speed: 180.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1059], Speed: 179.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1069], Speed: 192.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1079], Speed: 197.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 101][Batch 1089], Speed: 181.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.658 [Epoch 101][Batch 1099], Speed: 177.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1109], Speed: 186.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 101][Batch 1119], Speed: 188.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 101][Batch 1129], Speed: 189.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 101][Batch 1139], Speed: 192.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 101][Batch 1149], Speed: 183.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1159], Speed: 182.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1169], Speed: 185.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1179], Speed: 178.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1189], Speed: 180.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1199], Speed: 195.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1209], Speed: 181.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101][Batch 1219], Speed: 196.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 101] Training cost: 647.242, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 102][Batch 9], Speed: 104.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 19], Speed: 172.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.222, HeatmapFocal=1.657 [Epoch 102][Batch 29], Speed: 183.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 39], Speed: 187.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 49], Speed: 200.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 59], Speed: 188.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 69], Speed: 204.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 79], Speed: 187.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 89], Speed: 175.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 99], Speed: 184.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 109], Speed: 183.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 119], Speed: 177.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 129], Speed: 204.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 102][Batch 139], Speed: 176.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 102][Batch 149], Speed: 188.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.657 [Epoch 102][Batch 159], Speed: 187.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 169], Speed: 180.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 179], Speed: 192.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 189], Speed: 189.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 199], Speed: 175.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 209], Speed: 190.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 219], Speed: 191.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 229], Speed: 190.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 239], Speed: 189.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 249], Speed: 192.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 259], Speed: 180.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 269], Speed: 187.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 279], Speed: 184.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 289], Speed: 194.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 299], Speed: 195.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 309], Speed: 189.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 319], Speed: 184.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 329], Speed: 191.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 339], Speed: 192.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 349], Speed: 196.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 359], Speed: 191.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 369], Speed: 201.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 379], Speed: 181.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 389], Speed: 190.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 399], Speed: 182.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 409], Speed: 179.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 419], Speed: 186.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.656 [Epoch 102][Batch 429], Speed: 202.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 439], Speed: 200.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 449], Speed: 172.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 459], Speed: 193.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 469], Speed: 192.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 479], Speed: 189.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 489], Speed: 185.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 499], Speed: 176.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 509], Speed: 185.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 519], Speed: 174.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 529], Speed: 183.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 539], Speed: 191.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 549], Speed: 202.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 559], Speed: 174.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 569], Speed: 184.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 579], Speed: 192.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 589], Speed: 184.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 599], Speed: 188.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 609], Speed: 199.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 619], Speed: 188.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 629], Speed: 175.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 639], Speed: 166.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 649], Speed: 195.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 659], Speed: 180.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 669], Speed: 193.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 679], Speed: 185.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 689], Speed: 184.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 699], Speed: 186.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 709], Speed: 192.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 102][Batch 719], Speed: 181.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 729], Speed: 199.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 739], Speed: 182.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 749], Speed: 182.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 759], Speed: 174.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 769], Speed: 177.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 779], Speed: 193.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 789], Speed: 178.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 799], Speed: 175.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 809], Speed: 173.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 819], Speed: 187.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 829], Speed: 190.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 839], Speed: 188.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 849], Speed: 196.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 859], Speed: 195.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 869], Speed: 164.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 879], Speed: 179.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 889], Speed: 181.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 899], Speed: 186.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 909], Speed: 183.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 919], Speed: 191.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 929], Speed: 176.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 939], Speed: 190.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 949], Speed: 188.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 959], Speed: 188.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 969], Speed: 184.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 979], Speed: 166.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 989], Speed: 177.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 102][Batch 999], Speed: 171.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1009], Speed: 177.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1019], Speed: 192.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1029], Speed: 184.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1039], Speed: 171.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1049], Speed: 182.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1059], Speed: 184.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1069], Speed: 171.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1079], Speed: 176.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1089], Speed: 198.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1099], Speed: 167.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1109], Speed: 181.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1119], Speed: 181.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1129], Speed: 176.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1139], Speed: 179.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1149], Speed: 183.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1159], Speed: 181.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1169], Speed: 175.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1179], Speed: 186.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1189], Speed: 183.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1199], Speed: 181.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1209], Speed: 192.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102][Batch 1219], Speed: 195.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 102] Training cost: 646.256, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 103][Batch 9], Speed: 93.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.653 [Epoch 103][Batch 19], Speed: 178.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.653 [Epoch 103][Batch 29], Speed: 163.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.653 [Epoch 103][Batch 39], Speed: 191.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.653 [Epoch 103][Batch 49], Speed: 186.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.653 [Epoch 103][Batch 59], Speed: 197.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.652 [Epoch 103][Batch 69], Speed: 190.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.652 [Epoch 103][Batch 79], Speed: 182.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 89], Speed: 178.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 99], Speed: 190.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.652 [Epoch 103][Batch 109], Speed: 196.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 119], Speed: 201.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 129], Speed: 193.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 139], Speed: 202.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 149], Speed: 179.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 159], Speed: 177.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 169], Speed: 192.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 179], Speed: 192.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 189], Speed: 195.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 199], Speed: 196.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 209], Speed: 186.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 219], Speed: 197.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 229], Speed: 187.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 239], Speed: 184.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 249], Speed: 195.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 259], Speed: 203.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 269], Speed: 186.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 279], Speed: 181.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 289], Speed: 191.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 299], Speed: 179.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 309], Speed: 187.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 319], Speed: 194.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 329], Speed: 188.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 103][Batch 339], Speed: 191.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 349], Speed: 193.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 359], Speed: 192.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 369], Speed: 194.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 379], Speed: 198.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 389], Speed: 177.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 399], Speed: 174.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 409], Speed: 182.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 419], Speed: 176.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 429], Speed: 194.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 439], Speed: 166.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 449], Speed: 191.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 459], Speed: 186.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 469], Speed: 190.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 479], Speed: 191.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 489], Speed: 200.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 499], Speed: 175.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 509], Speed: 179.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 519], Speed: 185.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 529], Speed: 192.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 539], Speed: 188.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 549], Speed: 194.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 559], Speed: 197.072 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 569], Speed: 171.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 579], Speed: 185.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 589], Speed: 184.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 599], Speed: 186.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 609], Speed: 195.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 619], Speed: 194.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 103][Batch 629], Speed: 183.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 639], Speed: 183.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 649], Speed: 161.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 659], Speed: 195.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 669], Speed: 198.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 679], Speed: 177.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 689], Speed: 179.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 699], Speed: 189.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 709], Speed: 175.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 719], Speed: 184.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 729], Speed: 178.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 739], Speed: 195.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 749], Speed: 183.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 759], Speed: 182.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 769], Speed: 167.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 779], Speed: 192.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 789], Speed: 182.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 799], Speed: 168.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 809], Speed: 164.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 819], Speed: 173.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 829], Speed: 178.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 839], Speed: 178.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 849], Speed: 190.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 859], Speed: 192.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 869], Speed: 179.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 879], Speed: 190.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 889], Speed: 192.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 899], Speed: 184.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 103][Batch 909], Speed: 194.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 919], Speed: 199.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 929], Speed: 167.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 939], Speed: 192.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 949], Speed: 173.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 959], Speed: 192.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 969], Speed: 196.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 979], Speed: 194.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 989], Speed: 190.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 999], Speed: 182.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1009], Speed: 177.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1019], Speed: 183.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1029], Speed: 193.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1039], Speed: 171.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1049], Speed: 176.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1059], Speed: 191.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1069], Speed: 189.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1079], Speed: 187.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1089], Speed: 200.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1099], Speed: 196.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1109], Speed: 184.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1119], Speed: 174.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1129], Speed: 194.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1139], Speed: 179.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1149], Speed: 184.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1159], Speed: 200.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1169], Speed: 174.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1179], Speed: 201.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1189], Speed: 182.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 103][Batch 1199], Speed: 187.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 103][Batch 1209], Speed: 176.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 103][Batch 1219], Speed: 178.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 103] Training cost: 644.716, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 9], Speed: 92.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 19], Speed: 183.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 29], Speed: 198.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 39], Speed: 200.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 49], Speed: 190.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 59], Speed: 191.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 69], Speed: 207.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 79], Speed: 193.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 89], Speed: 187.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 99], Speed: 192.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 109], Speed: 193.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.648 [Epoch 104][Batch 119], Speed: 198.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 129], Speed: 209.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 139], Speed: 196.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 149], Speed: 184.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 159], Speed: 186.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 169], Speed: 180.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 179], Speed: 188.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 189], Speed: 179.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 199], Speed: 182.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 209], Speed: 191.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 219], Speed: 198.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 229], Speed: 203.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 239], Speed: 191.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 249], Speed: 194.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 104][Batch 259], Speed: 187.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 269], Speed: 172.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 279], Speed: 167.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 289], Speed: 189.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 299], Speed: 193.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 309], Speed: 189.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 319], Speed: 184.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 329], Speed: 189.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 339], Speed: 186.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 349], Speed: 195.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 359], Speed: 188.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 369], Speed: 180.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 379], Speed: 191.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 389], Speed: 174.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 399], Speed: 182.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 409], Speed: 193.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 419], Speed: 195.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 429], Speed: 191.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 439], Speed: 161.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 449], Speed: 186.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 459], Speed: 186.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 469], Speed: 181.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 479], Speed: 193.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 489], Speed: 200.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 499], Speed: 190.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 509], Speed: 191.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 519], Speed: 186.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 529], Speed: 194.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 104][Batch 539], Speed: 184.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 549], Speed: 187.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 559], Speed: 183.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 569], Speed: 187.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 579], Speed: 196.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 589], Speed: 195.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 599], Speed: 179.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 609], Speed: 185.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 619], Speed: 183.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 629], Speed: 187.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 639], Speed: 180.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 649], Speed: 188.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 659], Speed: 188.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 669], Speed: 190.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 679], Speed: 176.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 689], Speed: 187.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 699], Speed: 183.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 709], Speed: 194.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 719], Speed: 185.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 729], Speed: 186.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 739], Speed: 193.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 749], Speed: 178.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 759], Speed: 187.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 769], Speed: 185.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 779], Speed: 180.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 789], Speed: 190.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 799], Speed: 178.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 809], Speed: 176.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 819], Speed: 194.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 104][Batch 829], Speed: 190.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 839], Speed: 186.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 849], Speed: 202.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 859], Speed: 188.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 869], Speed: 190.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 879], Speed: 189.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 889], Speed: 193.551 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 899], Speed: 188.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 909], Speed: 179.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 919], Speed: 172.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 929], Speed: 186.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 939], Speed: 190.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 949], Speed: 179.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 959], Speed: 189.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 969], Speed: 180.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 979], Speed: 170.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 989], Speed: 183.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 999], Speed: 195.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1009], Speed: 181.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1019], Speed: 180.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1029], Speed: 198.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1039], Speed: 185.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1049], Speed: 177.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1059], Speed: 201.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1069], Speed: 181.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1079], Speed: 178.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1089], Speed: 196.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1099], Speed: 181.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1109], Speed: 195.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 104][Batch 1119], Speed: 196.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1129], Speed: 184.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1139], Speed: 185.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1149], Speed: 195.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1159], Speed: 184.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1169], Speed: 203.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1179], Speed: 202.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1189], Speed: 192.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1199], Speed: 190.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1209], Speed: 183.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104][Batch 1219], Speed: 185.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 104] Training cost: 644.638, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 9], Speed: 74.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 19], Speed: 171.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 29], Speed: 192.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 39], Speed: 184.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.644 [Epoch 105][Batch 49], Speed: 183.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.644 [Epoch 105][Batch 59], Speed: 188.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 69], Speed: 185.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.644 [Epoch 105][Batch 79], Speed: 175.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 89], Speed: 180.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 99], Speed: 192.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 109], Speed: 192.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 119], Speed: 179.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 129], Speed: 197.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 139], Speed: 196.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 149], Speed: 177.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 159], Speed: 186.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 169], Speed: 193.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 179], Speed: 191.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 105][Batch 189], Speed: 196.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 199], Speed: 185.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 209], Speed: 191.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.643 [Epoch 105][Batch 219], Speed: 186.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 229], Speed: 200.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 239], Speed: 191.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 249], Speed: 177.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 259], Speed: 191.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 269], Speed: 187.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 279], Speed: 184.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 289], Speed: 194.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 299], Speed: 190.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 309], Speed: 177.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 319], Speed: 183.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 329], Speed: 172.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 339], Speed: 187.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 349], Speed: 192.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 359], Speed: 192.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 369], Speed: 198.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 379], Speed: 191.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 389], Speed: 168.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 399], Speed: 186.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 409], Speed: 197.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 419], Speed: 190.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 429], Speed: 194.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 439], Speed: 182.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 449], Speed: 179.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 459], Speed: 172.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 469], Speed: 183.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 105][Batch 479], Speed: 191.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 489], Speed: 196.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 499], Speed: 180.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 509], Speed: 175.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 519], Speed: 175.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 529], Speed: 184.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 539], Speed: 189.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 549], Speed: 196.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 559], Speed: 172.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 569], Speed: 187.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 579], Speed: 179.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 589], Speed: 188.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 599], Speed: 184.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 609], Speed: 192.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 619], Speed: 174.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 629], Speed: 170.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 639], Speed: 175.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 649], Speed: 173.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 659], Speed: 175.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 669], Speed: 190.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 679], Speed: 165.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 689], Speed: 188.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 699], Speed: 187.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 709], Speed: 178.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 719], Speed: 193.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 729], Speed: 198.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 739], Speed: 179.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 749], Speed: 179.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 759], Speed: 182.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 105][Batch 769], Speed: 190.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 779], Speed: 173.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 789], Speed: 196.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 799], Speed: 180.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 809], Speed: 186.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 819], Speed: 189.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 829], Speed: 179.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 839], Speed: 187.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 849], Speed: 180.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 859], Speed: 183.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 869], Speed: 174.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 879], Speed: 186.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 889], Speed: 180.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 899], Speed: 191.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 909], Speed: 194.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 919], Speed: 182.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 929], Speed: 189.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 939], Speed: 174.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 949], Speed: 189.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 959], Speed: 192.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 969], Speed: 184.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 979], Speed: 177.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 989], Speed: 190.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 999], Speed: 182.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1009], Speed: 195.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1019], Speed: 179.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1029], Speed: 194.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1039], Speed: 187.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1049], Speed: 189.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1059], Speed: 191.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 105][Batch 1069], Speed: 188.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1079], Speed: 187.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1089], Speed: 171.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1099], Speed: 196.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1109], Speed: 192.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1119], Speed: 176.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1129], Speed: 203.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1139], Speed: 195.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1149], Speed: 196.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1159], Speed: 204.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1169], Speed: 185.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1179], Speed: 182.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1189], Speed: 192.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1199], Speed: 189.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1209], Speed: 186.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105][Batch 1219], Speed: 195.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 105] Training cost: 647.923, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 106][Batch 9], Speed: 93.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.218, HeatmapFocal=1.640 [Epoch 106][Batch 19], Speed: 176.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 29], Speed: 178.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 106][Batch 39], Speed: 178.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 106][Batch 49], Speed: 195.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 106][Batch 59], Speed: 198.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 69], Speed: 206.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 79], Speed: 186.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 89], Speed: 187.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 99], Speed: 200.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 109], Speed: 183.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 119], Speed: 207.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 129], Speed: 199.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 106][Batch 139], Speed: 178.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 149], Speed: 196.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 159], Speed: 182.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 169], Speed: 189.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 179], Speed: 182.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 189], Speed: 193.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 199], Speed: 182.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 209], Speed: 191.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 219], Speed: 187.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 229], Speed: 192.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 239], Speed: 188.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 249], Speed: 196.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 259], Speed: 190.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.639 [Epoch 106][Batch 269], Speed: 183.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 279], Speed: 182.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 289], Speed: 190.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 299], Speed: 193.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 309], Speed: 189.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 319], Speed: 192.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 329], Speed: 176.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 339], Speed: 192.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 349], Speed: 191.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 359], Speed: 191.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 369], Speed: 190.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 379], Speed: 181.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 389], Speed: 174.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 399], Speed: 186.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 409], Speed: 191.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 419], Speed: 180.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 106][Batch 429], Speed: 189.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 439], Speed: 176.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 449], Speed: 198.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 459], Speed: 179.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 469], Speed: 185.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 479], Speed: 195.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 489], Speed: 200.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 499], Speed: 188.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 509], Speed: 174.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 519], Speed: 182.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 529], Speed: 187.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 539], Speed: 184.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 549], Speed: 193.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 559], Speed: 173.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 569], Speed: 180.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 579], Speed: 189.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 589], Speed: 194.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 599], Speed: 177.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 609], Speed: 187.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 619], Speed: 185.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 629], Speed: 180.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 639], Speed: 185.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 649], Speed: 175.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 659], Speed: 190.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 669], Speed: 191.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 679], Speed: 174.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 689], Speed: 178.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 699], Speed: 183.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 709], Speed: 192.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 719], Speed: 197.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 106][Batch 729], Speed: 194.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 739], Speed: 189.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 749], Speed: 178.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 759], Speed: 186.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 769], Speed: 188.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 779], Speed: 191.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 789], Speed: 197.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 799], Speed: 184.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 809], Speed: 182.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 819], Speed: 188.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 829], Speed: 177.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 839], Speed: 184.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 849], Speed: 186.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 859], Speed: 187.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 869], Speed: 185.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 879], Speed: 186.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 889], Speed: 194.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 899], Speed: 179.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 909], Speed: 196.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 919], Speed: 178.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 929], Speed: 182.479 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 939], Speed: 183.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 949], Speed: 188.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 959], Speed: 179.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 969], Speed: 173.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 979], Speed: 174.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 989], Speed: 179.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 999], Speed: 185.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 1009], Speed: 188.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 1019], Speed: 185.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 106][Batch 1029], Speed: 188.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1039], Speed: 176.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1049], Speed: 181.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1059], Speed: 175.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1069], Speed: 177.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1079], Speed: 193.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1089], Speed: 194.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1099], Speed: 183.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1109], Speed: 177.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1119], Speed: 194.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1129], Speed: 199.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1139], Speed: 192.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1149], Speed: 199.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1159], Speed: 193.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1169], Speed: 176.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1179], Speed: 182.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1189], Speed: 198.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1199], Speed: 182.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1209], Speed: 191.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106][Batch 1219], Speed: 185.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 106] Training cost: 645.851, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 107][Batch 9], Speed: 79.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.636 [Epoch 107][Batch 19], Speed: 184.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 107][Batch 29], Speed: 173.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.636 [Epoch 107][Batch 39], Speed: 192.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 107][Batch 49], Speed: 182.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.636 [Epoch 107][Batch 59], Speed: 200.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.636 [Epoch 107][Batch 69], Speed: 203.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 107][Batch 79], Speed: 167.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 107][Batch 89], Speed: 178.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 107][Batch 99], Speed: 176.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 109], Speed: 191.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 119], Speed: 203.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 129], Speed: 206.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 139], Speed: 187.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 149], Speed: 197.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 159], Speed: 175.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 169], Speed: 180.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 179], Speed: 196.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 189], Speed: 175.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 199], Speed: 171.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 209], Speed: 177.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 219], Speed: 190.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 229], Speed: 170.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 239], Speed: 195.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 249], Speed: 201.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 259], Speed: 195.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 269], Speed: 189.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 279], Speed: 184.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 289], Speed: 183.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 299], Speed: 191.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 309], Speed: 195.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 319], Speed: 171.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 329], Speed: 168.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 339], Speed: 184.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 349], Speed: 180.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 359], Speed: 193.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 369], Speed: 181.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 379], Speed: 183.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 389], Speed: 189.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 107][Batch 399], Speed: 184.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 409], Speed: 189.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 419], Speed: 194.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 429], Speed: 198.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 439], Speed: 191.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 449], Speed: 178.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 459], Speed: 191.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 469], Speed: 189.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 479], Speed: 196.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 489], Speed: 196.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 499], Speed: 182.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 509], Speed: 171.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 519], Speed: 186.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 529], Speed: 184.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 539], Speed: 182.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 549], Speed: 203.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 559], Speed: 179.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 569], Speed: 193.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 579], Speed: 190.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 589], Speed: 176.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 599], Speed: 190.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 609], Speed: 194.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 619], Speed: 185.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 629], Speed: 175.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 639], Speed: 188.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 649], Speed: 188.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 659], Speed: 189.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 669], Speed: 204.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 679], Speed: 192.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 107][Batch 689], Speed: 159.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 699], Speed: 191.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 709], Speed: 174.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 719], Speed: 186.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 729], Speed: 203.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 739], Speed: 181.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 749], Speed: 183.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 759], Speed: 186.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 769], Speed: 188.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 779], Speed: 190.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 789], Speed: 183.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 799], Speed: 169.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 809], Speed: 181.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 819], Speed: 177.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 829], Speed: 186.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 839], Speed: 190.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 849], Speed: 194.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 859], Speed: 178.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 869], Speed: 170.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 879], Speed: 176.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 889], Speed: 185.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 899], Speed: 196.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 909], Speed: 200.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 919], Speed: 179.551 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 929], Speed: 173.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 939], Speed: 190.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 949], Speed: 189.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 959], Speed: 179.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 969], Speed: 203.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 979], Speed: 181.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 107][Batch 989], Speed: 185.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 999], Speed: 185.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1009], Speed: 191.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1019], Speed: 191.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1029], Speed: 205.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1039], Speed: 180.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1049], Speed: 171.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1059], Speed: 185.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1069], Speed: 178.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1079], Speed: 188.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1089], Speed: 200.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1099], Speed: 170.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1109], Speed: 188.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1119], Speed: 181.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1129], Speed: 207.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1139], Speed: 180.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1149], Speed: 191.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1159], Speed: 197.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1169], Speed: 171.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1179], Speed: 187.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1189], Speed: 191.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1199], Speed: 188.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1209], Speed: 201.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107][Batch 1219], Speed: 183.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 107] Training cost: 649.309, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 108][Batch 9], Speed: 108.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 108][Batch 19], Speed: 188.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 108][Batch 29], Speed: 180.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 108][Batch 39], Speed: 179.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.632 [Epoch 108][Batch 49], Speed: 192.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.632 [Epoch 108][Batch 59], Speed: 188.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.632 [Epoch 108][Batch 69], Speed: 193.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.632 [Epoch 108][Batch 79], Speed: 182.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 89], Speed: 189.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 99], Speed: 188.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 109], Speed: 190.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 119], Speed: 204.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 129], Speed: 194.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 139], Speed: 190.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 149], Speed: 184.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 159], Speed: 180.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 169], Speed: 176.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 179], Speed: 199.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 189], Speed: 197.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 199], Speed: 176.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 209], Speed: 178.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 219], Speed: 178.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 229], Speed: 181.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 239], Speed: 187.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 249], Speed: 198.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 259], Speed: 194.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 269], Speed: 177.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 279], Speed: 177.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 289], Speed: 192.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 299], Speed: 184.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 309], Speed: 207.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 319], Speed: 175.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 329], Speed: 185.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 339], Speed: 191.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.631 [Epoch 108][Batch 349], Speed: 190.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 359], Speed: 200.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 108][Batch 369], Speed: 193.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 379], Speed: 184.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 389], Speed: 180.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 399], Speed: 171.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 409], Speed: 176.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 419], Speed: 174.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 429], Speed: 171.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 439], Speed: 186.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 449], Speed: 174.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 459], Speed: 179.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 469], Speed: 190.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 479], Speed: 185.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 489], Speed: 198.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 499], Speed: 183.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 509], Speed: 167.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 519], Speed: 187.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 529], Speed: 195.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 539], Speed: 186.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 549], Speed: 201.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 559], Speed: 188.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 569], Speed: 173.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 579], Speed: 191.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 589], Speed: 188.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 599], Speed: 198.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 609], Speed: 178.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 619], Speed: 195.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 629], Speed: 181.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 639], Speed: 183.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 649], Speed: 192.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 659], Speed: 192.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 669], Speed: 190.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 108][Batch 679], Speed: 199.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 689], Speed: 171.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 699], Speed: 189.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 709], Speed: 192.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 719], Speed: 197.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 729], Speed: 197.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 739], Speed: 192.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 749], Speed: 173.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 759], Speed: 181.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 769], Speed: 180.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 779], Speed: 195.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 789], Speed: 198.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 799], Speed: 185.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 809], Speed: 174.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 819], Speed: 184.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 829], Speed: 183.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 839], Speed: 190.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 849], Speed: 186.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 859], Speed: 178.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 869], Speed: 179.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 879], Speed: 172.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 889], Speed: 190.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 899], Speed: 198.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 909], Speed: 202.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 919], Speed: 190.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 929], Speed: 179.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 939], Speed: 187.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 949], Speed: 192.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 959], Speed: 193.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 969], Speed: 188.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 108][Batch 979], Speed: 193.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 989], Speed: 180.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 999], Speed: 182.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1009], Speed: 178.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1019], Speed: 182.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1029], Speed: 199.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1039], Speed: 183.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1049], Speed: 187.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1059], Speed: 178.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1069], Speed: 178.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1079], Speed: 182.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1089], Speed: 203.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1099], Speed: 193.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1109], Speed: 178.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1119], Speed: 203.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1129], Speed: 178.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1139], Speed: 186.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1149], Speed: 178.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1159], Speed: 176.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1169], Speed: 188.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1179], Speed: 187.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1189], Speed: 193.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1199], Speed: 187.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1209], Speed: 177.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108][Batch 1219], Speed: 176.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 108] Training cost: 643.710, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 109][Batch 9], Speed: 89.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.221, HeatmapFocal=1.628 [Epoch 109][Batch 19], Speed: 184.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 109][Batch 29], Speed: 177.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 109][Batch 39], Speed: 191.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 109][Batch 49], Speed: 184.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 109][Batch 59], Speed: 204.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 109][Batch 69], Speed: 190.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 79], Speed: 165.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 89], Speed: 191.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 99], Speed: 183.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 109], Speed: 181.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 119], Speed: 181.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 129], Speed: 187.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 139], Speed: 193.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 149], Speed: 193.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 159], Speed: 184.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 169], Speed: 194.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 179], Speed: 196.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 189], Speed: 177.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 199], Speed: 174.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 209], Speed: 190.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 219], Speed: 180.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 229], Speed: 185.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 239], Speed: 201.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 249], Speed: 191.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 259], Speed: 177.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 269], Speed: 180.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 279], Speed: 179.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 289], Speed: 199.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 299], Speed: 184.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 109][Batch 309], Speed: 198.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 319], Speed: 187.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 329], Speed: 173.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 339], Speed: 192.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 349], Speed: 194.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 359], Speed: 198.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 109][Batch 369], Speed: 192.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 379], Speed: 170.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 389], Speed: 175.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 399], Speed: 186.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 409], Speed: 174.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 419], Speed: 183.754 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 429], Speed: 190.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 439], Speed: 157.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 449], Speed: 190.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 459], Speed: 193.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 469], Speed: 183.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 479], Speed: 199.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 489], Speed: 183.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 499], Speed: 160.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 109][Batch 509], Speed: 178.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 519], Speed: 192.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 109][Batch 529], Speed: 181.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 539], Speed: 201.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 549], Speed: 190.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 559], Speed: 185.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 569], Speed: 168.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 579], Speed: 196.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 589], Speed: 175.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 599], Speed: 199.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 609], Speed: 195.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 619], Speed: 192.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 629], Speed: 175.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 639], Speed: 191.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 649], Speed: 181.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 659], Speed: 200.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 669], Speed: 190.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 109][Batch 679], Speed: 179.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 689], Speed: 172.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 699], Speed: 178.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 709], Speed: 191.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 719], Speed: 199.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 729], Speed: 177.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 739], Speed: 174.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 749], Speed: 183.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 759], Speed: 182.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 769], Speed: 184.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 779], Speed: 200.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 789], Speed: 197.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 799], Speed: 186.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 809], Speed: 175.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 819], Speed: 192.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 829], Speed: 184.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 839], Speed: 199.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 849], Speed: 190.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 859], Speed: 194.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 109][Batch 869], Speed: 180.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 879], Speed: 195.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 109][Batch 889], Speed: 190.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 899], Speed: 186.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 909], Speed: 193.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 919], Speed: 178.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 929], Speed: 178.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 939], Speed: 197.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 949], Speed: 175.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 959], Speed: 204.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 969], Speed: 178.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 979], Speed: 187.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 109][Batch 989], Speed: 183.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 999], Speed: 172.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1009], Speed: 180.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1019], Speed: 201.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1029], Speed: 195.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1039], Speed: 185.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1049], Speed: 177.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1059], Speed: 188.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1069], Speed: 177.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1079], Speed: 204.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1089], Speed: 178.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1099], Speed: 175.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1109], Speed: 185.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1119], Speed: 175.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1129], Speed: 194.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1139], Speed: 188.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1149], Speed: 191.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1159], Speed: 196.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1169], Speed: 185.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1179], Speed: 177.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1189], Speed: 177.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1199], Speed: 194.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1209], Speed: 199.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109][Batch 1219], Speed: 190.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 109] Training cost: 645.564, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 110][Batch 9], Speed: 100.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 110][Batch 19], Speed: 191.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 110][Batch 29], Speed: 178.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 110][Batch 39], Speed: 190.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 110][Batch 49], Speed: 182.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 110][Batch 59], Speed: 188.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 110][Batch 69], Speed: 203.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 79], Speed: 181.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 89], Speed: 184.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 99], Speed: 187.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 109], Speed: 188.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 119], Speed: 205.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 129], Speed: 192.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 139], Speed: 197.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 149], Speed: 189.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 159], Speed: 184.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 169], Speed: 197.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 179], Speed: 193.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 189], Speed: 201.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 199], Speed: 178.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 209], Speed: 184.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 219], Speed: 189.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 229], Speed: 194.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 239], Speed: 187.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 249], Speed: 198.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 259], Speed: 194.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 269], Speed: 183.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 279], Speed: 184.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 289], Speed: 170.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 299], Speed: 186.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 309], Speed: 179.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 319], Speed: 184.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 329], Speed: 182.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 339], Speed: 176.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 349], Speed: 198.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 359], Speed: 189.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 369], Speed: 182.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 110][Batch 379], Speed: 189.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 389], Speed: 173.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 399], Speed: 175.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 409], Speed: 197.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 419], Speed: 187.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 429], Speed: 193.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 439], Speed: 181.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 449], Speed: 176.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 459], Speed: 189.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 469], Speed: 191.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 479], Speed: 175.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 489], Speed: 193.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 499], Speed: 197.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 509], Speed: 179.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 519], Speed: 176.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 529], Speed: 200.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 539], Speed: 189.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 549], Speed: 197.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 559], Speed: 180.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 569], Speed: 180.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 579], Speed: 188.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 589], Speed: 186.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 599], Speed: 189.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 609], Speed: 202.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 619], Speed: 186.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 629], Speed: 190.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 639], Speed: 180.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 649], Speed: 188.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 659], Speed: 185.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 669], Speed: 197.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 679], Speed: 187.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 110][Batch 689], Speed: 176.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 699], Speed: 182.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 709], Speed: 189.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 719], Speed: 172.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 729], Speed: 172.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 739], Speed: 188.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 749], Speed: 188.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 759], Speed: 183.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 769], Speed: 185.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 779], Speed: 189.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 789], Speed: 180.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 799], Speed: 190.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 809], Speed: 187.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 819], Speed: 187.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 829], Speed: 193.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 839], Speed: 194.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 849], Speed: 186.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 859], Speed: 194.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 869], Speed: 187.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 879], Speed: 172.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 889], Speed: 189.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 899], Speed: 191.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 909], Speed: 199.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 919], Speed: 187.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 929], Speed: 189.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 939], Speed: 182.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 949], Speed: 191.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 959], Speed: 183.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 969], Speed: 197.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 979], Speed: 185.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 989], Speed: 187.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 110][Batch 999], Speed: 179.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1009], Speed: 187.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1019], Speed: 180.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1029], Speed: 195.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1039], Speed: 191.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1049], Speed: 195.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1059], Speed: 170.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1069], Speed: 192.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1079], Speed: 190.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1089], Speed: 199.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1099], Speed: 178.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1109], Speed: 182.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1119], Speed: 174.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1129], Speed: 190.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1139], Speed: 204.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1149], Speed: 182.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1159], Speed: 190.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1169], Speed: 175.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1179], Speed: 181.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1189], Speed: 192.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1199], Speed: 191.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1209], Speed: 187.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110][Batch 1219], Speed: 187.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110] Training cost: 645.680, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 110] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.334 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.120 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692 person=43.5 bicycle=21.8 car=28.7 motorcycle=38.2 airplane=59.7 bus=56.1 train=61.6 truck=28.1 boat=18.1 traffic light=16.8 fire hydrant=59.7 stop sign=53.3 parking meter=39.9 bench=17.6 bird=26.2 cat=65.9 dog=58.4 horse=53.1 sheep=44.0 cow=44.7 elephant=59.2 bear=69.5 zebra=62.7 giraffe=64.8 backpack=9.2 umbrella=31.6 handbag=8.3 tie=22.0 suitcase=30.8 frisbee=48.3 skis=17.2 snowboard=25.6 sports ball=25.9 kite=30.3 baseball bat=21.1 baseball glove=26.6 skateboard=44.6 surfboard=26.3 tennis racket=35.9 bottle=24.5 wine glass=24.0 cup=29.3 fork=24.4 knife=9.1 spoon=9.5 bowl=30.4 banana=19.2 apple=15.1 sandwich=30.5 orange=28.5 broccoli=18.9 carrot=16.8 hot dog=24.3 pizza=44.1 donut=37.2 cake=29.5 chair=20.6 couch=39.5 potted plant=20.6 bed=42.0 dining table=24.1 toilet=59.1 tv=47.8 laptop=51.3 mouse=47.0 remote=16.2 keyboard=43.5 cell phone=24.1 microwave=49.0 oven=31.1 toaster=9.2 sink=33.0 refrigerator=49.0 book=4.9 clock=39.8 vase=29.6 scissors=26.9 teddy bear=36.6 hair drier=2.0 toothbrush=17.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =33.4 [Epoch 111][Batch 9], Speed: 83.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 111][Batch 19], Speed: 174.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 111][Batch 29], Speed: 181.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 111][Batch 39], Speed: 187.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 111][Batch 49], Speed: 190.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 111][Batch 59], Speed: 201.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 111][Batch 69], Speed: 203.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 111][Batch 79], Speed: 188.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 111][Batch 89], Speed: 186.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 99], Speed: 190.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 109], Speed: 186.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 119], Speed: 205.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 129], Speed: 193.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 139], Speed: 189.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 149], Speed: 169.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 159], Speed: 185.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 169], Speed: 177.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 179], Speed: 202.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 189], Speed: 194.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 199], Speed: 182.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 209], Speed: 182.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 219], Speed: 191.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 229], Speed: 184.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 239], Speed: 192.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 111][Batch 249], Speed: 190.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 259], Speed: 199.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 269], Speed: 182.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 279], Speed: 182.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 289], Speed: 187.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 299], Speed: 183.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 309], Speed: 171.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 319], Speed: 188.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 329], Speed: 190.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 339], Speed: 181.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 349], Speed: 189.754 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 359], Speed: 193.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 369], Speed: 183.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 379], Speed: 205.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 389], Speed: 170.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 111][Batch 399], Speed: 182.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 409], Speed: 188.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 419], Speed: 169.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 429], Speed: 197.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 439], Speed: 176.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 449], Speed: 179.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 459], Speed: 181.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 469], Speed: 184.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 479], Speed: 194.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 489], Speed: 189.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 499], Speed: 183.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 509], Speed: 186.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 519], Speed: 178.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 529], Speed: 190.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 539], Speed: 188.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 549], Speed: 194.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 559], Speed: 180.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 569], Speed: 179.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 579], Speed: 187.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 589], Speed: 188.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 599], Speed: 195.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 609], Speed: 196.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 619], Speed: 186.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 629], Speed: 180.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 639], Speed: 181.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 649], Speed: 185.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 659], Speed: 179.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 669], Speed: 179.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 679], Speed: 173.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 689], Speed: 172.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 699], Speed: 179.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 111][Batch 709], Speed: 193.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 719], Speed: 186.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 729], Speed: 199.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 739], Speed: 186.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 749], Speed: 179.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 759], Speed: 181.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 769], Speed: 184.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 779], Speed: 185.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 789], Speed: 182.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 799], Speed: 172.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 809], Speed: 177.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 819], Speed: 185.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 829], Speed: 192.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 839], Speed: 181.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 849], Speed: 182.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 859], Speed: 194.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 869], Speed: 183.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 879], Speed: 182.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 889], Speed: 188.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 899], Speed: 181.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 909], Speed: 197.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 919], Speed: 191.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 929], Speed: 168.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 939], Speed: 187.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 949], Speed: 178.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 959], Speed: 189.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 969], Speed: 181.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 979], Speed: 190.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 989], Speed: 177.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 999], Speed: 182.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 1009], Speed: 185.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 111][Batch 1019], Speed: 193.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1029], Speed: 158.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1039], Speed: 173.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1049], Speed: 181.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1059], Speed: 186.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1069], Speed: 184.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1079], Speed: 190.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1089], Speed: 177.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1099], Speed: 195.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1109], Speed: 192.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1119], Speed: 190.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1129], Speed: 190.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1139], Speed: 197.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1149], Speed: 182.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1159], Speed: 190.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1169], Speed: 202.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1179], Speed: 189.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1189], Speed: 175.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1199], Speed: 189.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1209], Speed: 195.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111][Batch 1219], Speed: 190.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 111] Training cost: 646.071, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 9], Speed: 85.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.219, HeatmapFocal=1.616 [Epoch 112][Batch 19], Speed: 179.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 29], Speed: 179.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.616 [Epoch 112][Batch 39], Speed: 199.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 49], Speed: 190.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 112][Batch 59], Speed: 199.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 69], Speed: 207.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 79], Speed: 185.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 89], Speed: 193.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 99], Speed: 192.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 109], Speed: 192.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 112][Batch 119], Speed: 192.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 129], Speed: 186.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 139], Speed: 148.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 149], Speed: 184.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 159], Speed: 187.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 169], Speed: 199.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 179], Speed: 198.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 189], Speed: 200.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 199], Speed: 178.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 209], Speed: 169.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 219], Speed: 189.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 229], Speed: 197.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 239], Speed: 192.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 249], Speed: 191.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 259], Speed: 193.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 269], Speed: 183.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 279], Speed: 181.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 289], Speed: 195.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 299], Speed: 194.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 309], Speed: 195.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 319], Speed: 178.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 329], Speed: 180.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 339], Speed: 189.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.615 [Epoch 112][Batch 349], Speed: 195.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 359], Speed: 183.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 369], Speed: 186.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 379], Speed: 195.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 389], Speed: 166.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 399], Speed: 184.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 409], Speed: 193.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 112][Batch 419], Speed: 181.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.615 [Epoch 112][Batch 429], Speed: 188.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 439], Speed: 178.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 449], Speed: 176.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 459], Speed: 184.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 469], Speed: 198.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 479], Speed: 195.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 489], Speed: 195.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 499], Speed: 196.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 509], Speed: 177.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 519], Speed: 184.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 529], Speed: 178.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 539], Speed: 192.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 549], Speed: 182.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 559], Speed: 191.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 569], Speed: 181.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 579], Speed: 188.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 589], Speed: 179.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 599], Speed: 192.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 609], Speed: 202.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 619], Speed: 180.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 629], Speed: 166.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 639], Speed: 182.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 649], Speed: 186.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 659], Speed: 192.694 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 669], Speed: 179.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 679], Speed: 173.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 689], Speed: 174.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 699], Speed: 192.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 709], Speed: 176.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 719], Speed: 191.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 729], Speed: 196.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 739], Speed: 191.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 112][Batch 749], Speed: 192.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 759], Speed: 175.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 769], Speed: 191.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 779], Speed: 183.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 789], Speed: 196.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 799], Speed: 184.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 809], Speed: 190.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 819], Speed: 188.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 829], Speed: 181.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 839], Speed: 188.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 849], Speed: 180.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 859], Speed: 186.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 869], Speed: 184.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 879], Speed: 179.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 889], Speed: 187.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 899], Speed: 181.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 909], Speed: 192.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 919], Speed: 186.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 929], Speed: 179.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 939], Speed: 190.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 949], Speed: 179.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 959], Speed: 189.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 969], Speed: 193.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 979], Speed: 175.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 989], Speed: 176.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 999], Speed: 186.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1009], Speed: 191.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1019], Speed: 182.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1029], Speed: 195.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1039], Speed: 186.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1049], Speed: 179.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1059], Speed: 180.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1069], Speed: 185.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 112][Batch 1079], Speed: 176.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1089], Speed: 199.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1099], Speed: 188.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1109], Speed: 186.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1119], Speed: 186.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1129], Speed: 173.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1139], Speed: 179.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1149], Speed: 203.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1159], Speed: 190.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1169], Speed: 171.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1179], Speed: 177.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1189], Speed: 179.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1199], Speed: 190.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1209], Speed: 196.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112][Batch 1219], Speed: 191.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 112] Training cost: 645.854, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 113][Batch 9], Speed: 71.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 19], Speed: 181.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 113][Batch 29], Speed: 196.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 39], Speed: 191.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 49], Speed: 186.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 59], Speed: 199.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 69], Speed: 205.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 79], Speed: 183.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 89], Speed: 179.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 99], Speed: 194.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 109], Speed: 186.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 119], Speed: 188.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 129], Speed: 206.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 139], Speed: 188.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 149], Speed: 185.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 159], Speed: 188.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 169], Speed: 189.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.612 [Epoch 113][Batch 179], Speed: 183.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 189], Speed: 205.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 199], Speed: 186.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 209], Speed: 190.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 219], Speed: 190.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 229], Speed: 183.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 239], Speed: 188.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 249], Speed: 204.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 259], Speed: 188.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 269], Speed: 176.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 279], Speed: 179.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 289], Speed: 188.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 299], Speed: 182.551 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 309], Speed: 195.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 319], Speed: 170.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 329], Speed: 189.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 339], Speed: 184.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 349], Speed: 189.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 359], Speed: 189.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 369], Speed: 198.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 379], Speed: 174.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 389], Speed: 178.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 399], Speed: 187.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 409], Speed: 181.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 419], Speed: 189.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 429], Speed: 184.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 439], Speed: 184.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 449], Speed: 196.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 459], Speed: 189.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 469], Speed: 185.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 479], Speed: 192.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 489], Speed: 185.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 113][Batch 499], Speed: 170.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 509], Speed: 193.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 519], Speed: 183.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 529], Speed: 189.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 539], Speed: 192.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 549], Speed: 192.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 559], Speed: 175.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 569], Speed: 205.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 579], Speed: 183.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 589], Speed: 193.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 599], Speed: 192.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 609], Speed: 173.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 619], Speed: 190.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 629], Speed: 182.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 639], Speed: 184.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 649], Speed: 189.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 659], Speed: 175.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 669], Speed: 192.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 679], Speed: 195.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 689], Speed: 187.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 699], Speed: 183.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 709], Speed: 189.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 719], Speed: 178.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 729], Speed: 176.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 739], Speed: 192.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 749], Speed: 186.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 759], Speed: 182.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 769], Speed: 183.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 779], Speed: 181.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 789], Speed: 192.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 799], Speed: 182.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 809], Speed: 182.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 113][Batch 819], Speed: 188.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 829], Speed: 192.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 839], Speed: 193.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 849], Speed: 185.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 859], Speed: 180.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 869], Speed: 182.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 879], Speed: 178.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 889], Speed: 192.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 899], Speed: 195.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 909], Speed: 175.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 919], Speed: 182.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 929], Speed: 185.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 939], Speed: 190.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 949], Speed: 188.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 959], Speed: 194.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 969], Speed: 203.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 979], Speed: 187.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 989], Speed: 187.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 999], Speed: 183.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1009], Speed: 192.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1019], Speed: 187.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1029], Speed: 185.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1039], Speed: 179.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1049], Speed: 187.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1059], Speed: 185.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1069], Speed: 178.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 113][Batch 1079], Speed: 196.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 113][Batch 1089], Speed: 199.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 113][Batch 1099], Speed: 176.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 113][Batch 1109], Speed: 199.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 113][Batch 1119], Speed: 183.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 113][Batch 1129], Speed: 183.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1139], Speed: 201.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 113][Batch 1149], Speed: 189.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 113][Batch 1159], Speed: 177.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 113][Batch 1169], Speed: 201.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 113][Batch 1179], Speed: 176.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 113][Batch 1189], Speed: 181.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 113][Batch 1199], Speed: 189.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 113][Batch 1209], Speed: 187.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 113][Batch 1219], Speed: 176.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 113] Training cost: 646.220, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 9], Speed: 100.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 114][Batch 19], Speed: 195.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 29], Speed: 190.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 114][Batch 39], Speed: 187.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 49], Speed: 183.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 59], Speed: 197.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 69], Speed: 201.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 79], Speed: 185.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 89], Speed: 191.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 114][Batch 99], Speed: 198.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 109], Speed: 173.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 119], Speed: 198.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 129], Speed: 201.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 139], Speed: 178.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 149], Speed: 187.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.608 [Epoch 114][Batch 159], Speed: 189.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 169], Speed: 179.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 179], Speed: 195.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 189], Speed: 197.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 199], Speed: 180.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 209], Speed: 192.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 219], Speed: 183.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 229], Speed: 186.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 239], Speed: 195.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 114][Batch 249], Speed: 202.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 259], Speed: 193.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 269], Speed: 186.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 279], Speed: 181.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 289], Speed: 184.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 299], Speed: 188.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 309], Speed: 198.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 319], Speed: 175.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 329], Speed: 188.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 339], Speed: 186.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 349], Speed: 186.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 359], Speed: 197.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 369], Speed: 201.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 379], Speed: 177.694 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 389], Speed: 180.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 399], Speed: 187.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 409], Speed: 194.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 419], Speed: 195.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 429], Speed: 191.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 439], Speed: 169.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 449], Speed: 191.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 459], Speed: 188.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 469], Speed: 188.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 479], Speed: 195.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 489], Speed: 201.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 499], Speed: 188.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 509], Speed: 178.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 519], Speed: 193.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 529], Speed: 192.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 539], Speed: 192.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 549], Speed: 200.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 114][Batch 559], Speed: 185.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.607 [Epoch 114][Batch 569], Speed: 187.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 579], Speed: 191.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 589], Speed: 184.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 599], Speed: 185.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 609], Speed: 205.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 619], Speed: 195.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 629], Speed: 191.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 639], Speed: 180.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 649], Speed: 191.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 659], Speed: 183.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 669], Speed: 197.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 679], Speed: 169.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 689], Speed: 184.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 699], Speed: 192.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 709], Speed: 172.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 719], Speed: 192.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 729], Speed: 181.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 739], Speed: 173.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 749], Speed: 189.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 759], Speed: 193.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 769], Speed: 190.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 779], Speed: 181.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 789], Speed: 190.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 799], Speed: 178.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 809], Speed: 179.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 819], Speed: 192.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 829], Speed: 173.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.606 [Epoch 114][Batch 839], Speed: 174.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 849], Speed: 179.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 859], Speed: 189.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 869], Speed: 184.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 879], Speed: 178.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 889], Speed: 188.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 114][Batch 899], Speed: 190.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 909], Speed: 195.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 919], Speed: 181.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 929], Speed: 192.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 939], Speed: 189.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 949], Speed: 177.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 959], Speed: 174.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 969], Speed: 196.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 979], Speed: 184.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 989], Speed: 176.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 999], Speed: 195.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1009], Speed: 190.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1019], Speed: 177.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1029], Speed: 186.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1039], Speed: 175.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1049], Speed: 187.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1059], Speed: 200.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1069], Speed: 189.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1079], Speed: 175.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1089], Speed: 195.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1099], Speed: 187.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1109], Speed: 190.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1119], Speed: 177.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1129], Speed: 194.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1139], Speed: 198.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1149], Speed: 177.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1159], Speed: 190.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1169], Speed: 188.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1179], Speed: 177.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1189], Speed: 185.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1199], Speed: 197.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1209], Speed: 193.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114][Batch 1219], Speed: 194.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 114] Training cost: 648.601, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 115][Batch 9], Speed: 83.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.604 [Epoch 115][Batch 19], Speed: 179.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 29], Speed: 195.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 39], Speed: 195.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 49], Speed: 193.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 59], Speed: 200.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 69], Speed: 197.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 79], Speed: 188.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 89], Speed: 168.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 99], Speed: 176.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 109], Speed: 189.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 119], Speed: 193.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 129], Speed: 194.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 139], Speed: 178.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 149], Speed: 187.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 159], Speed: 182.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 169], Speed: 196.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 179], Speed: 195.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 189], Speed: 195.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 199], Speed: 179.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 209], Speed: 181.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 219], Speed: 173.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 229], Speed: 190.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 239], Speed: 182.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 249], Speed: 182.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 259], Speed: 196.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 269], Speed: 171.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 279], Speed: 184.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 289], Speed: 204.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 299], Speed: 194.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 309], Speed: 198.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 319], Speed: 186.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 329], Speed: 182.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 115][Batch 339], Speed: 186.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 349], Speed: 178.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 359], Speed: 182.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 369], Speed: 207.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 379], Speed: 185.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 389], Speed: 174.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 399], Speed: 179.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 409], Speed: 196.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 419], Speed: 192.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 429], Speed: 205.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 439], Speed: 184.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 449], Speed: 188.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 459], Speed: 190.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 469], Speed: 190.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 479], Speed: 193.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 489], Speed: 197.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 499], Speed: 175.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 509], Speed: 190.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 519], Speed: 169.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 529], Speed: 199.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 539], Speed: 190.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 549], Speed: 192.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 559], Speed: 187.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 569], Speed: 185.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 579], Speed: 188.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 589], Speed: 195.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 599], Speed: 190.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 609], Speed: 212.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 619], Speed: 170.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 629], Speed: 173.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 639], Speed: 187.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 649], Speed: 196.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 659], Speed: 187.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 115][Batch 669], Speed: 193.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 679], Speed: 176.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 689], Speed: 190.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 699], Speed: 191.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 709], Speed: 196.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 719], Speed: 194.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 729], Speed: 193.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 739], Speed: 179.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 749], Speed: 177.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 759], Speed: 179.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 769], Speed: 195.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 779], Speed: 189.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 789], Speed: 196.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 799], Speed: 165.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 809], Speed: 182.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 819], Speed: 188.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 829], Speed: 194.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 839], Speed: 188.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 849], Speed: 201.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 859], Speed: 187.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 869], Speed: 168.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 879], Speed: 182.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 889], Speed: 185.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 899], Speed: 191.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 909], Speed: 192.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 919], Speed: 172.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 929], Speed: 189.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 939], Speed: 197.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 949], Speed: 196.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 959], Speed: 183.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 969], Speed: 180.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 979], Speed: 174.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 115][Batch 989], Speed: 179.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 999], Speed: 177.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1009], Speed: 198.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1019], Speed: 191.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1029], Speed: 205.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1039], Speed: 171.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1049], Speed: 183.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1059], Speed: 191.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1069], Speed: 201.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1079], Speed: 179.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1089], Speed: 205.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1099], Speed: 166.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1109], Speed: 187.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1119], Speed: 193.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1129], Speed: 189.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1139], Speed: 187.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1149], Speed: 184.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 115][Batch 1159], Speed: 183.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115][Batch 1169], Speed: 188.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115][Batch 1179], Speed: 187.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115][Batch 1189], Speed: 180.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115][Batch 1199], Speed: 198.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115][Batch 1209], Speed: 200.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115][Batch 1219], Speed: 190.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 115] Training cost: 649.003, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 116][Batch 9], Speed: 89.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 116][Batch 19], Speed: 168.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 116][Batch 29], Speed: 180.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 116][Batch 39], Speed: 183.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 116][Batch 49], Speed: 180.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 116][Batch 59], Speed: 198.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 116][Batch 69], Speed: 198.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 116][Batch 79], Speed: 156.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 116][Batch 89], Speed: 184.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.601 [Epoch 116][Batch 99], Speed: 193.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 109], Speed: 191.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 119], Speed: 194.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 129], Speed: 195.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 139], Speed: 172.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 149], Speed: 168.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 159], Speed: 184.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 169], Speed: 192.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 179], Speed: 207.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 189], Speed: 199.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 199], Speed: 174.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 209], Speed: 167.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 219], Speed: 184.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 229], Speed: 194.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 239], Speed: 190.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 249], Speed: 192.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 259], Speed: 180.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 269], Speed: 179.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 279], Speed: 184.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 289], Speed: 173.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 299], Speed: 182.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 309], Speed: 196.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 319], Speed: 200.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 329], Speed: 185.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 339], Speed: 180.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 349], Speed: 195.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 359], Speed: 182.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 369], Speed: 205.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 379], Speed: 183.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 389], Speed: 193.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 399], Speed: 184.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 409], Speed: 195.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 419], Speed: 179.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.600 [Epoch 116][Batch 429], Speed: 192.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 439], Speed: 173.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 449], Speed: 192.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 459], Speed: 191.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 469], Speed: 196.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 479], Speed: 192.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 489], Speed: 181.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 499], Speed: 182.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 509], Speed: 182.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 519], Speed: 188.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 529], Speed: 195.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 539], Speed: 190.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 549], Speed: 194.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 559], Speed: 192.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 569], Speed: 175.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 579], Speed: 183.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 589], Speed: 197.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 599], Speed: 194.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 609], Speed: 174.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 619], Speed: 184.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 629], Speed: 194.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 639], Speed: 178.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 649], Speed: 180.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 659], Speed: 185.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 669], Speed: 188.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 679], Speed: 207.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 689], Speed: 177.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 699], Speed: 177.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 709], Speed: 191.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 719], Speed: 190.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 729], Speed: 197.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 739], Speed: 187.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 749], Speed: 183.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 759], Speed: 180.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.599 [Epoch 116][Batch 769], Speed: 194.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 779], Speed: 193.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 789], Speed: 192.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 799], Speed: 187.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 809], Speed: 174.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 819], Speed: 185.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 829], Speed: 193.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 839], Speed: 188.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 849], Speed: 199.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 859], Speed: 179.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 869], Speed: 169.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 879], Speed: 181.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 889], Speed: 197.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 899], Speed: 188.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 909], Speed: 180.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 919], Speed: 175.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 929], Speed: 169.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 939], Speed: 190.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 949], Speed: 191.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 959], Speed: 192.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 969], Speed: 196.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 979], Speed: 187.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 989], Speed: 174.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 999], Speed: 188.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1009], Speed: 195.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1019], Speed: 178.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1029], Speed: 202.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1039], Speed: 174.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1049], Speed: 182.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1059], Speed: 176.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1069], Speed: 196.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1079], Speed: 182.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1089], Speed: 197.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.598 [Epoch 116][Batch 1099], Speed: 181.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1109], Speed: 177.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1119], Speed: 198.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1129], Speed: 185.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1139], Speed: 182.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1149], Speed: 184.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1159], Speed: 182.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1169], Speed: 173.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1179], Speed: 174.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1189], Speed: 198.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1199], Speed: 181.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1209], Speed: 195.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116][Batch 1219], Speed: 189.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 116] Training cost: 645.874, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 9], Speed: 79.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 19], Speed: 178.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 29], Speed: 190.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 39], Speed: 189.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.597 [Epoch 117][Batch 49], Speed: 197.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 59], Speed: 196.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 69], Speed: 197.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 79], Speed: 189.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 89], Speed: 189.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 99], Speed: 184.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 109], Speed: 195.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 119], Speed: 187.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 129], Speed: 193.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 139], Speed: 190.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 149], Speed: 183.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 159], Speed: 191.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 169], Speed: 192.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 179], Speed: 191.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 189], Speed: 195.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 199], Speed: 182.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.597 [Epoch 117][Batch 209], Speed: 185.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 219], Speed: 189.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 229], Speed: 179.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 239], Speed: 191.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 249], Speed: 190.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 259], Speed: 186.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 269], Speed: 179.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 279], Speed: 186.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 289], Speed: 192.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 299], Speed: 180.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 309], Speed: 193.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 319], Speed: 175.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 329], Speed: 178.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 339], Speed: 181.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 349], Speed: 188.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 359], Speed: 178.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 369], Speed: 203.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 379], Speed: 187.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 389], Speed: 183.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 399], Speed: 176.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 409], Speed: 178.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 419], Speed: 191.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 429], Speed: 191.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 439], Speed: 175.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 449], Speed: 186.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 459], Speed: 183.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 469], Speed: 190.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 479], Speed: 183.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 489], Speed: 199.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 499], Speed: 191.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 509], Speed: 180.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 519], Speed: 171.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 529], Speed: 172.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 539], Speed: 189.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 117][Batch 549], Speed: 192.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 559], Speed: 179.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 569], Speed: 198.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 579], Speed: 175.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 589], Speed: 166.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 599], Speed: 183.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 609], Speed: 199.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 619], Speed: 179.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 629], Speed: 200.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 639], Speed: 182.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 649], Speed: 186.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 659], Speed: 178.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 669], Speed: 185.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 679], Speed: 182.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 689], Speed: 203.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 699], Speed: 180.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 709], Speed: 182.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 719], Speed: 187.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 729], Speed: 202.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 739], Speed: 188.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 749], Speed: 197.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 759], Speed: 184.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 769], Speed: 178.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 779], Speed: 195.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 789], Speed: 182.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 799], Speed: 173.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 809], Speed: 182.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 819], Speed: 184.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 829], Speed: 189.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 839], Speed: 187.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 849], Speed: 187.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 859], Speed: 192.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 869], Speed: 189.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 879], Speed: 186.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.595 [Epoch 117][Batch 889], Speed: 195.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 899], Speed: 175.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 909], Speed: 195.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 919], Speed: 178.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 929], Speed: 179.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 939], Speed: 186.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 949], Speed: 191.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 959], Speed: 190.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 969], Speed: 194.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 979], Speed: 189.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 989], Speed: 179.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 999], Speed: 177.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1009], Speed: 180.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1019], Speed: 185.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1029], Speed: 183.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1039], Speed: 198.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1049], Speed: 169.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1059], Speed: 186.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1069], Speed: 188.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1079], Speed: 186.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1089], Speed: 198.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1099], Speed: 177.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1109], Speed: 171.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1119], Speed: 180.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1129], Speed: 189.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1139], Speed: 187.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1149], Speed: 175.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1159], Speed: 193.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1169], Speed: 174.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1179], Speed: 195.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1189], Speed: 184.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1199], Speed: 179.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1209], Speed: 166.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117][Batch 1219], Speed: 180.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 117] Training cost: 647.256, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 118][Batch 9], Speed: 75.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 118][Batch 19], Speed: 189.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 29], Speed: 180.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.593 [Epoch 118][Batch 39], Speed: 186.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 49], Speed: 194.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 59], Speed: 199.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 69], Speed: 204.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 79], Speed: 187.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 89], Speed: 193.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 99], Speed: 192.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 109], Speed: 193.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 119], Speed: 192.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 129], Speed: 193.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 139], Speed: 172.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 149], Speed: 189.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 159], Speed: 186.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 169], Speed: 194.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 179], Speed: 191.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 189], Speed: 193.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 199], Speed: 177.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 209], Speed: 189.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 219], Speed: 185.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 229], Speed: 182.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 239], Speed: 193.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 249], Speed: 202.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 259], Speed: 176.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 269], Speed: 181.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 279], Speed: 165.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 289], Speed: 188.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 299], Speed: 181.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 309], Speed: 178.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 118][Batch 319], Speed: 172.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 329], Speed: 177.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.593 [Epoch 118][Batch 339], Speed: 191.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 349], Speed: 187.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 359], Speed: 193.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 369], Speed: 192.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 379], Speed: 177.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 389], Speed: 179.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 399], Speed: 179.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 409], Speed: 189.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 419], Speed: 192.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 429], Speed: 195.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 439], Speed: 178.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 449], Speed: 187.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 459], Speed: 175.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 469], Speed: 189.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 479], Speed: 194.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 489], Speed: 198.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 499], Speed: 188.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 509], Speed: 168.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 519], Speed: 176.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 529], Speed: 190.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 539], Speed: 181.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 549], Speed: 194.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 559], Speed: 184.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 569], Speed: 180.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 579], Speed: 180.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 589], Speed: 195.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 599], Speed: 173.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 609], Speed: 193.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 619], Speed: 194.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 629], Speed: 182.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 639], Speed: 186.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 649], Speed: 188.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 659], Speed: 198.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 669], Speed: 195.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 679], Speed: 187.754 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.592 [Epoch 118][Batch 689], Speed: 179.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 699], Speed: 183.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 709], Speed: 184.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 719], Speed: 188.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 729], Speed: 194.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 739], Speed: 180.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 749], Speed: 175.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 759], Speed: 171.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 769], Speed: 189.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 779], Speed: 186.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 789], Speed: 186.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 799], Speed: 180.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 809], Speed: 182.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 819], Speed: 186.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 829], Speed: 177.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 839], Speed: 178.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 849], Speed: 182.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 859], Speed: 187.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 869], Speed: 174.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 879], Speed: 189.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 889], Speed: 178.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 899], Speed: 185.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 909], Speed: 198.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 919], Speed: 189.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 929], Speed: 175.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 939], Speed: 186.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 949], Speed: 189.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 959], Speed: 189.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 969], Speed: 191.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 979], Speed: 179.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 989], Speed: 168.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 999], Speed: 181.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 1009], Speed: 190.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 1019], Speed: 183.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.591 [Epoch 118][Batch 1029], Speed: 182.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1039], Speed: 179.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1049], Speed: 167.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1059], Speed: 191.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1069], Speed: 182.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1079], Speed: 192.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1089], Speed: 193.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1099], Speed: 181.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1109], Speed: 188.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1119], Speed: 201.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1129], Speed: 192.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1139], Speed: 201.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1149], Speed: 194.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1159], Speed: 179.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1169], Speed: 197.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1179], Speed: 177.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1189], Speed: 182.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1199], Speed: 179.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1209], Speed: 183.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118][Batch 1219], Speed: 193.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 118] Training cost: 646.565, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 9], Speed: 88.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 19], Speed: 176.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.590 [Epoch 119][Batch 29], Speed: 186.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.590 [Epoch 119][Batch 39], Speed: 184.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 49], Speed: 195.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 59], Speed: 184.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 69], Speed: 191.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 79], Speed: 161.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 119][Batch 89], Speed: 197.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 119][Batch 99], Speed: 183.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.590 [Epoch 119][Batch 109], Speed: 190.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 119][Batch 119], Speed: 189.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 119][Batch 129], Speed: 194.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 119][Batch 139], Speed: 194.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 119][Batch 149], Speed: 184.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 159], Speed: 176.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 169], Speed: 188.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 179], Speed: 195.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 189], Speed: 184.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 199], Speed: 194.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 209], Speed: 183.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 219], Speed: 187.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 229], Speed: 191.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 239], Speed: 198.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 249], Speed: 186.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 259], Speed: 170.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 269], Speed: 187.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 279], Speed: 182.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 289], Speed: 193.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 299], Speed: 197.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 309], Speed: 179.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 319], Speed: 182.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 329], Speed: 178.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 339], Speed: 195.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 349], Speed: 187.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 359], Speed: 201.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 369], Speed: 187.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 379], Speed: 191.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 389], Speed: 168.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 399], Speed: 184.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 409], Speed: 187.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 419], Speed: 193.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.589 [Epoch 119][Batch 429], Speed: 193.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 439], Speed: 185.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 449], Speed: 173.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 459], Speed: 196.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 469], Speed: 183.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 479], Speed: 195.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 489], Speed: 193.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 119][Batch 499], Speed: 183.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.588 [Epoch 119][Batch 509], Speed: 189.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 519], Speed: 187.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 529], Speed: 186.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 539], Speed: 198.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 549], Speed: 192.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 559], Speed: 184.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 569], Speed: 182.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 579], Speed: 199.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 589], Speed: 184.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 599], Speed: 181.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 609], Speed: 196.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 619], Speed: 172.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 629], Speed: 173.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 639], Speed: 183.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 649], Speed: 177.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 659], Speed: 184.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 669], Speed: 176.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 679], Speed: 196.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 689], Speed: 175.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 699], Speed: 191.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 709], Speed: 189.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 719], Speed: 198.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 729], Speed: 193.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 739], Speed: 173.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 749], Speed: 186.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 759], Speed: 176.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 769], Speed: 185.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 779], Speed: 185.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 789], Speed: 196.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 799], Speed: 180.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 809], Speed: 189.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 819], Speed: 178.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 829], Speed: 189.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.588 [Epoch 119][Batch 839], Speed: 202.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 849], Speed: 192.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 859], Speed: 179.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 869], Speed: 190.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 879], Speed: 182.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 889], Speed: 181.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 899], Speed: 197.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 909], Speed: 191.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 919], Speed: 184.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 929], Speed: 173.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 939], Speed: 183.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 949], Speed: 192.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 959], Speed: 176.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 969], Speed: 187.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 979], Speed: 181.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 989], Speed: 175.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 999], Speed: 183.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1009], Speed: 179.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1019], Speed: 182.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1029], Speed: 192.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1039], Speed: 170.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1049], Speed: 182.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1059], Speed: 191.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1069], Speed: 188.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1079], Speed: 206.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1089], Speed: 182.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1099], Speed: 162.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1109], Speed: 185.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1119], Speed: 180.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1129], Speed: 182.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1139], Speed: 178.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1149], Speed: 173.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1159], Speed: 190.794 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1169], Speed: 180.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1179], Speed: 191.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.587 [Epoch 119][Batch 1189], Speed: 179.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 119][Batch 1199], Speed: 193.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 119][Batch 1209], Speed: 181.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 119][Batch 1219], Speed: 181.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 119] Training cost: 646.705, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 9], Speed: 90.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 19], Speed: 181.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.218, HeatmapFocal=1.586 [Epoch 120][Batch 29], Speed: 187.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.586 [Epoch 120][Batch 39], Speed: 182.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.586 [Epoch 120][Batch 49], Speed: 182.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 59], Speed: 201.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.586 [Epoch 120][Batch 69], Speed: 196.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 79], Speed: 184.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 89], Speed: 195.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 99], Speed: 195.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 109], Speed: 193.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 119], Speed: 194.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 129], Speed: 210.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.586 [Epoch 120][Batch 139], Speed: 174.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 149], Speed: 165.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 159], Speed: 192.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.586 [Epoch 120][Batch 169], Speed: 177.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.586 [Epoch 120][Batch 179], Speed: 180.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 189], Speed: 189.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 199], Speed: 174.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 209], Speed: 178.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 219], Speed: 181.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 229], Speed: 177.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 239], Speed: 197.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 249], Speed: 197.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 259], Speed: 192.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 269], Speed: 184.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 279], Speed: 198.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 289], Speed: 178.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 299], Speed: 175.114 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.586 [Epoch 120][Batch 309], Speed: 195.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 319], Speed: 191.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 329], Speed: 193.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 339], Speed: 187.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 349], Speed: 180.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 359], Speed: 186.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 369], Speed: 205.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 379], Speed: 180.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 389], Speed: 202.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 399], Speed: 176.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 409], Speed: 187.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 419], Speed: 186.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 429], Speed: 201.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 439], Speed: 191.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 449], Speed: 176.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 459], Speed: 177.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 469], Speed: 190.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 479], Speed: 190.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 489], Speed: 205.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 499], Speed: 195.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 509], Speed: 193.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 519], Speed: 186.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 529], Speed: 187.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 539], Speed: 177.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 549], Speed: 207.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 559], Speed: 180.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 569], Speed: 201.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 579], Speed: 172.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 589], Speed: 174.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 599], Speed: 195.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 609], Speed: 197.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 619], Speed: 199.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 629], Speed: 187.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 639], Speed: 178.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 649], Speed: 190.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.585 [Epoch 120][Batch 659], Speed: 197.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 669], Speed: 205.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 679], Speed: 200.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 689], Speed: 199.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 699], Speed: 174.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 709], Speed: 180.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 719], Speed: 178.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 729], Speed: 198.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 739], Speed: 193.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 749], Speed: 192.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 759], Speed: 185.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 769], Speed: 193.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 779], Speed: 196.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 789], Speed: 193.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 799], Speed: 196.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 809], Speed: 175.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 819], Speed: 186.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 829], Speed: 173.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 839], Speed: 189.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 849], Speed: 181.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 859], Speed: 196.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 869], Speed: 179.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 879], Speed: 197.887 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 889], Speed: 186.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 899], Speed: 183.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 909], Speed: 198.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 919], Speed: 188.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 929], Speed: 177.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 939], Speed: 178.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 949], Speed: 186.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 959], Speed: 180.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 969], Speed: 183.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 979], Speed: 183.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 989], Speed: 175.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.584 [Epoch 120][Batch 999], Speed: 188.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1009], Speed: 180.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1019], Speed: 181.297 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1029], Speed: 198.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1039], Speed: 184.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1049], Speed: 182.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1059], Speed: 183.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1069], Speed: 192.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1079], Speed: 193.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1089], Speed: 186.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1099], Speed: 192.895 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1109], Speed: 184.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1119], Speed: 182.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1129], Speed: 172.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1139], Speed: 197.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1149], Speed: 205.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1159], Speed: 184.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1169], Speed: 188.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1179], Speed: 172.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1189], Speed: 183.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1199], Speed: 187.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1209], Speed: 179.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120][Batch 1219], Speed: 185.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120] Training cost: 647.065, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 120] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.523 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.124 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186 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 ] = 0.696 person=43.8 bicycle=22.4 car=28.9 motorcycle=38.7 airplane=61.0 bus=57.0 train=62.0 truck=28.5 boat=18.1 traffic light=16.3 fire hydrant=59.8 stop sign=54.3 parking meter=40.8 bench=19.3 bird=26.5 cat=65.7 dog=58.5 horse=53.1 sheep=44.6 cow=44.5 elephant=59.3 bear=70.5 zebra=62.9 giraffe=64.7 backpack=8.9 umbrella=32.4 handbag=8.0 tie=22.5 suitcase=30.2 frisbee=49.7 skis=17.5 snowboard=25.0 sports ball=26.1 kite=30.8 baseball bat=20.3 baseball glove=26.1 skateboard=45.3 surfboard=27.3 tennis racket=36.2 bottle=25.0 wine glass=23.7 cup=29.9 fork=25.4 knife=9.3 spoon=9.9 bowl=31.7 banana=19.4 apple=15.6 sandwich=30.7 orange=29.6 broccoli=18.6 carrot=16.5 hot dog=23.7 pizza=44.6 donut=36.7 cake=29.9 chair=21.3 couch=40.5 potted plant=21.3 bed=42.4 dining table=25.0 toilet=57.6 tv=50.0 laptop=52.4 mouse=48.2 remote=17.1 keyboard=44.5 cell phone=24.2 microwave=50.0 oven=30.9 toaster=13.5 sink=32.6 refrigerator=49.1 book=5.3 clock=39.6 vase=28.9 scissors=28.7 teddy bear=38.4 hair drier=1.7 toothbrush=16.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =33.8 [Epoch 121][Batch 9], Speed: 79.903 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.583 [Epoch 121][Batch 19], Speed: 176.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.583 [Epoch 121][Batch 29], Speed: 174.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 39], Speed: 177.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.583 [Epoch 121][Batch 49], Speed: 197.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.583 [Epoch 121][Batch 59], Speed: 200.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 69], Speed: 191.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 79], Speed: 181.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 89], Speed: 189.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 99], Speed: 193.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 109], Speed: 187.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 119], Speed: 197.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.583 [Epoch 121][Batch 129], Speed: 206.251 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 139], Speed: 196.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 149], Speed: 199.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 159], Speed: 180.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 169], Speed: 198.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 179], Speed: 194.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 189], Speed: 192.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 199], Speed: 174.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 209], Speed: 191.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 219], Speed: 179.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 229], Speed: 192.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 239], Speed: 190.402 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 249], Speed: 177.487 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 259], Speed: 195.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 269], Speed: 194.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 279], Speed: 180.007 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 289], Speed: 176.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 299], Speed: 191.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 309], Speed: 190.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 319], Speed: 167.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 329], Speed: 180.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 339], Speed: 187.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 349], Speed: 190.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 359], Speed: 197.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 369], Speed: 179.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 379], Speed: 186.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 389], Speed: 170.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 399], Speed: 182.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 409], Speed: 178.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 419], Speed: 180.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 429], Speed: 191.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 439], Speed: 181.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 449], Speed: 185.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 459], Speed: 187.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 469], Speed: 189.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.582 [Epoch 121][Batch 479], Speed: 176.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 489], Speed: 192.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 499], Speed: 197.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 509], Speed: 185.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 519], Speed: 183.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 529], Speed: 188.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 539], Speed: 178.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 549], Speed: 194.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 559], Speed: 166.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 569], Speed: 171.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 579], Speed: 188.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 589], Speed: 175.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 599], Speed: 185.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 609], Speed: 184.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 619], Speed: 186.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 629], Speed: 174.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 639], Speed: 183.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 649], Speed: 190.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 659], Speed: 187.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 669], Speed: 194.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 679], Speed: 194.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 689], Speed: 180.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 699], Speed: 176.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 709], Speed: 180.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 719], Speed: 179.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 729], Speed: 191.956 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 739], Speed: 182.057 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 749], Speed: 176.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 759], Speed: 184.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 769], Speed: 190.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 779], Speed: 200.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 789], Speed: 194.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 799], Speed: 175.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 809], Speed: 185.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 819], Speed: 177.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.581 [Epoch 121][Batch 829], Speed: 190.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 839], Speed: 190.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 849], Speed: 201.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 859], Speed: 184.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 869], Speed: 182.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 879], Speed: 175.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 889], Speed: 188.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 899], Speed: 190.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 909], Speed: 195.684 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 919], Speed: 180.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 929], Speed: 165.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 939], Speed: 176.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 949], Speed: 192.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 959], Speed: 189.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 969], Speed: 176.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 979], Speed: 189.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 989], Speed: 184.461 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 999], Speed: 189.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1009], Speed: 170.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1019], Speed: 189.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1029], Speed: 198.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1039], Speed: 188.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1049], Speed: 169.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1059], Speed: 189.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1069], Speed: 182.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1079], Speed: 188.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1089], Speed: 195.755 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1099], Speed: 190.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1109], Speed: 178.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1119], Speed: 200.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1129], Speed: 181.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1139], Speed: 184.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1149], Speed: 183.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1159], Speed: 184.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1169], Speed: 193.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 121][Batch 1179], Speed: 187.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 121][Batch 1189], Speed: 210.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 121][Batch 1199], Speed: 188.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 121][Batch 1209], Speed: 199.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 121][Batch 1219], Speed: 179.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 121] Training cost: 649.457, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 9], Speed: 83.942 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 19], Speed: 176.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 29], Speed: 183.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.579 [Epoch 122][Batch 39], Speed: 195.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 49], Speed: 189.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.220, HeatmapFocal=1.579 [Epoch 122][Batch 59], Speed: 203.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 69], Speed: 205.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.220, HeatmapFocal=1.579 [Epoch 122][Batch 79], Speed: 171.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.220, HeatmapFocal=1.579 [Epoch 122][Batch 89], Speed: 192.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.220, HeatmapFocal=1.579 [Epoch 122][Batch 99], Speed: 178.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.220, HeatmapFocal=1.579 [Epoch 122][Batch 109], Speed: 193.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 119], Speed: 194.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 129], Speed: 207.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 139], Speed: 187.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 149], Speed: 187.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 159], Speed: 183.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 169], Speed: 180.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 179], Speed: 200.960 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 189], Speed: 194.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 199], Speed: 194.145 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 209], Speed: 170.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 219], Speed: 186.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 229], Speed: 188.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 239], Speed: 174.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 249], Speed: 198.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 259], Speed: 184.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 269], Speed: 178.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 279], Speed: 179.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 289], Speed: 185.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.579 [Epoch 122][Batch 299], Speed: 181.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 309], Speed: 191.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 319], Speed: 184.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 329], Speed: 192.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 339], Speed: 190.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 349], Speed: 195.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 359], Speed: 183.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 369], Speed: 194.951 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 379], Speed: 183.942 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 389], Speed: 180.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 399], Speed: 186.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 409], Speed: 175.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 419], Speed: 171.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 429], Speed: 179.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 439], Speed: 186.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 449], Speed: 191.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 459], Speed: 192.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 469], Speed: 179.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 479], Speed: 184.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 489], Speed: 197.297 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 499], Speed: 184.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 509], Speed: 182.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 519], Speed: 174.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 529], Speed: 192.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 539], Speed: 189.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 549], Speed: 200.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 559], Speed: 179.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 569], Speed: 192.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 579], Speed: 191.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 589], Speed: 188.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 599], Speed: 199.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 609], Speed: 203.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 619], Speed: 184.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 629], Speed: 184.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 639], Speed: 169.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.578 [Epoch 122][Batch 649], Speed: 179.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 659], Speed: 192.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 669], Speed: 192.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 679], Speed: 184.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 689], Speed: 192.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 699], Speed: 185.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 709], Speed: 187.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 719], Speed: 176.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 729], Speed: 200.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 739], Speed: 178.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 749], Speed: 181.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 759], Speed: 181.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 769], Speed: 177.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 779], Speed: 191.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 789], Speed: 199.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 799], Speed: 185.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 809], Speed: 181.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 819], Speed: 171.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 829], Speed: 185.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 839], Speed: 181.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 849], Speed: 199.755 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 859], Speed: 181.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 869], Speed: 171.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 879], Speed: 187.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 889], Speed: 187.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 899], Speed: 184.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 909], Speed: 207.666 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 919], Speed: 186.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 929], Speed: 168.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 939], Speed: 176.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 949], Speed: 190.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 959], Speed: 192.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 969], Speed: 191.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 979], Speed: 169.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 989], Speed: 191.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 999], Speed: 188.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.577 [Epoch 122][Batch 1009], Speed: 188.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1019], Speed: 184.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1029], Speed: 194.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1039], Speed: 174.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1049], Speed: 205.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1059], Speed: 188.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1069], Speed: 182.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1079], Speed: 185.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1089], Speed: 197.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1099], Speed: 183.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1109], Speed: 185.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1119], Speed: 188.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1129], Speed: 179.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1139], Speed: 179.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1149], Speed: 185.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1159], Speed: 194.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1169], Speed: 191.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1179], Speed: 178.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1189], Speed: 196.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1199], Speed: 186.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1209], Speed: 191.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122][Batch 1219], Speed: 180.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 122] Training cost: 647.715, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 123][Batch 9], Speed: 93.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.221, HeatmapFocal=1.576 [Epoch 123][Batch 19], Speed: 171.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.220, HeatmapFocal=1.576 [Epoch 123][Batch 29], Speed: 190.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 39], Speed: 186.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 49], Speed: 199.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 123][Batch 59], Speed: 178.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 69], Speed: 204.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 79], Speed: 181.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 89], Speed: 181.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 99], Speed: 182.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 109], Speed: 183.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 119], Speed: 194.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.576 [Epoch 123][Batch 129], Speed: 188.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.576 [Epoch 123][Batch 139], Speed: 196.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 149], Speed: 191.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 159], Speed: 182.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 169], Speed: 181.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.575 [Epoch 123][Batch 179], Speed: 187.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 189], Speed: 193.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 199], Speed: 192.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 209], Speed: 179.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 219], Speed: 193.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 229], Speed: 181.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 239], Speed: 198.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 249], Speed: 185.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 259], Speed: 196.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 269], Speed: 179.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 279], Speed: 188.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 289], Speed: 182.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 299], Speed: 198.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 309], Speed: 199.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 319], Speed: 187.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 329], Speed: 185.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 339], Speed: 176.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 349], Speed: 191.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 359], Speed: 182.699 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 369], Speed: 183.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 379], Speed: 183.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 389], Speed: 191.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 399], Speed: 175.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 409], Speed: 191.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 419], Speed: 182.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 429], Speed: 194.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 439], Speed: 183.776 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 449], Speed: 186.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 459], Speed: 188.251 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 469], Speed: 188.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 479], Speed: 188.084 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 489], Speed: 180.095 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.575 [Epoch 123][Batch 499], Speed: 186.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 509], Speed: 180.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 519], Speed: 176.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 529], Speed: 190.094 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 539], Speed: 181.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 549], Speed: 182.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 559], Speed: 178.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 569], Speed: 180.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 579], Speed: 178.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 589], Speed: 180.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 599], Speed: 187.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 609], Speed: 198.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 619], Speed: 184.474 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 629], Speed: 188.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 639], Speed: 181.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 649], Speed: 190.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 659], Speed: 194.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 669], Speed: 189.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 679], Speed: 171.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 689], Speed: 192.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 699], Speed: 173.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 709], Speed: 185.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 719], Speed: 185.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 729], Speed: 187.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 739], Speed: 195.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 749], Speed: 177.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 759], Speed: 183.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 769], Speed: 190.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 779], Speed: 190.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 789], Speed: 195.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 799], Speed: 181.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 809], Speed: 180.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 819], Speed: 179.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 829], Speed: 189.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 839], Speed: 199.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 849], Speed: 188.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.574 [Epoch 123][Batch 859], Speed: 170.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 869], Speed: 185.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 879], Speed: 172.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 889], Speed: 191.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 899], Speed: 172.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 909], Speed: 205.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 919], Speed: 171.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 929], Speed: 193.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 939], Speed: 177.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 949], Speed: 194.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 959], Speed: 178.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 969], Speed: 206.274 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 979], Speed: 169.655 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 989], Speed: 184.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 999], Speed: 179.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1009], Speed: 175.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1019], Speed: 199.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1029], Speed: 193.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1039], Speed: 184.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1049], Speed: 175.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1059], Speed: 187.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1069], Speed: 187.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1079], Speed: 186.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1089], Speed: 187.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1099], Speed: 168.851 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1109], Speed: 179.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1119], Speed: 188.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1129], Speed: 186.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1139], Speed: 209.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1149], Speed: 185.935 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1159], Speed: 196.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1169], Speed: 168.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1179], Speed: 190.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1189], Speed: 185.833 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1199], Speed: 188.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.573 [Epoch 123][Batch 1209], Speed: 190.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 123][Batch 1219], Speed: 181.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 123] Training cost: 647.748, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 9], Speed: 110.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.572 [Epoch 124][Batch 19], Speed: 176.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 29], Speed: 190.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.197, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 39], Speed: 188.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.220, HeatmapFocal=1.572 [Epoch 124][Batch 49], Speed: 188.222 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 59], Speed: 186.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 69], Speed: 201.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.220, HeatmapFocal=1.572 [Epoch 124][Batch 79], Speed: 178.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.220, HeatmapFocal=1.572 [Epoch 124][Batch 89], Speed: 173.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.220, HeatmapFocal=1.572 [Epoch 124][Batch 99], Speed: 178.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.220, HeatmapFocal=1.572 [Epoch 124][Batch 109], Speed: 182.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.220, HeatmapFocal=1.572 [Epoch 124][Batch 119], Speed: 196.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 129], Speed: 206.225 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 139], Speed: 199.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 149], Speed: 187.903 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 159], Speed: 170.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 169], Speed: 193.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 179], Speed: 196.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 189], Speed: 195.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 199], Speed: 173.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 209], Speed: 190.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 219], Speed: 188.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 229], Speed: 203.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 239], Speed: 199.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 249], Speed: 197.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 259], Speed: 194.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 269], Speed: 196.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 279], Speed: 175.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 289], Speed: 197.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 299], Speed: 201.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 309], Speed: 191.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 319], Speed: 179.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 329], Speed: 182.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 339], Speed: 174.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 349], Speed: 200.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.572 [Epoch 124][Batch 359], Speed: 194.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 369], Speed: 195.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 379], Speed: 178.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 389], Speed: 184.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 399], Speed: 176.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 409], Speed: 194.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 419], Speed: 200.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 429], Speed: 193.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 439], Speed: 165.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 449], Speed: 188.099 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 459], Speed: 174.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 469], Speed: 184.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 479], Speed: 196.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 489], Speed: 174.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 499], Speed: 188.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 509], Speed: 176.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 519], Speed: 185.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 529], Speed: 186.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 539], Speed: 182.759 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 549], Speed: 198.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 559], Speed: 177.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 569], Speed: 186.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 579], Speed: 172.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 589], Speed: 183.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 599], Speed: 188.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 609], Speed: 193.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 619], Speed: 169.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 629], Speed: 189.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 639], Speed: 175.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 649], Speed: 180.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 659], Speed: 193.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 669], Speed: 191.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 679], Speed: 184.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 689], Speed: 179.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 699], Speed: 189.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 709], Speed: 193.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.571 [Epoch 124][Batch 719], Speed: 197.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 729], Speed: 192.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 739], Speed: 188.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 749], Speed: 183.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 759], Speed: 178.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 769], Speed: 189.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 779], Speed: 200.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 789], Speed: 194.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 799], Speed: 180.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 809], Speed: 177.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 819], Speed: 183.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 829], Speed: 190.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 839], Speed: 204.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 849], Speed: 195.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 859], Speed: 175.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 869], Speed: 176.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 879], Speed: 181.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 889], Speed: 191.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 899], Speed: 200.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 909], Speed: 177.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 919], Speed: 184.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 929], Speed: 182.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 939], Speed: 176.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 949], Speed: 189.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 959], Speed: 195.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 969], Speed: 194.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 979], Speed: 187.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 989], Speed: 177.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 999], Speed: 178.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1009], Speed: 176.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1019], Speed: 184.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1029], Speed: 189.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1039], Speed: 179.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1049], Speed: 174.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1059], Speed: 179.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1069], Speed: 191.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.570 [Epoch 124][Batch 1079], Speed: 182.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1089], Speed: 195.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1099], Speed: 184.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1109], Speed: 181.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1119], Speed: 186.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1129], Speed: 197.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1139], Speed: 174.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1149], Speed: 182.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1159], Speed: 198.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1169], Speed: 193.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1179], Speed: 191.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1189], Speed: 187.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1199], Speed: 185.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1209], Speed: 180.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124][Batch 1219], Speed: 175.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 124] Training cost: 649.086, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 9], Speed: 77.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.569 [Epoch 125][Batch 19], Speed: 176.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 29], Speed: 191.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 39], Speed: 164.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 49], Speed: 196.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 59], Speed: 196.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 69], Speed: 192.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 79], Speed: 166.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 89], Speed: 192.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 99], Speed: 191.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 109], Speed: 170.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 119], Speed: 210.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 129], Speed: 210.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 139], Speed: 186.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 149], Speed: 181.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 159], Speed: 187.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 169], Speed: 195.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 179], Speed: 181.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 189], Speed: 187.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 199], Speed: 172.792 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 209], Speed: 184.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.569 [Epoch 125][Batch 219], Speed: 181.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.569 [Epoch 125][Batch 229], Speed: 185.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 239], Speed: 189.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 249], Speed: 197.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.568 [Epoch 125][Batch 259], Speed: 174.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.568 [Epoch 125][Batch 269], Speed: 187.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.568 [Epoch 125][Batch 279], Speed: 191.835 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.568 [Epoch 125][Batch 289], Speed: 188.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 299], Speed: 192.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 309], Speed: 184.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 319], Speed: 180.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 329], Speed: 186.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 339], Speed: 169.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 349], Speed: 188.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.568 [Epoch 125][Batch 359], Speed: 193.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 369], Speed: 186.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.568 [Epoch 125][Batch 379], Speed: 188.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 389], Speed: 190.058 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 399], Speed: 184.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 409], Speed: 190.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 419], Speed: 196.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 429], Speed: 183.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 439], Speed: 174.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 449], Speed: 181.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 459], Speed: 174.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 469], Speed: 193.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 479], Speed: 190.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 489], Speed: 199.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 499], Speed: 177.325 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 509], Speed: 174.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 519], Speed: 188.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 529], Speed: 192.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 539], Speed: 183.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 549], Speed: 202.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 559], Speed: 184.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 569], Speed: 190.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 579], Speed: 191.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.568 [Epoch 125][Batch 589], Speed: 187.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 599], Speed: 189.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 609], Speed: 195.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 619], Speed: 172.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 629], Speed: 188.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 639], Speed: 179.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 649], Speed: 188.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 659], Speed: 184.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 669], Speed: 197.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 679], Speed: 192.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 689], Speed: 181.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 699], Speed: 169.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 709], Speed: 187.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 719], Speed: 192.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 729], Speed: 182.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 739], Speed: 190.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 749], Speed: 172.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 759], Speed: 186.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 769], Speed: 183.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 779], Speed: 198.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 789], Speed: 195.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 799], Speed: 178.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 809], Speed: 190.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 819], Speed: 190.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 829], Speed: 183.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 839], Speed: 190.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 849], Speed: 205.310 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 859], Speed: 185.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 869], Speed: 179.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 879], Speed: 183.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 889], Speed: 192.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 899], Speed: 192.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 909], Speed: 184.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 919], Speed: 186.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 929], Speed: 180.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 939], Speed: 188.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 949], Speed: 185.414 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.567 [Epoch 125][Batch 959], Speed: 195.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 969], Speed: 182.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 979], Speed: 191.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 989], Speed: 186.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 999], Speed: 190.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1009], Speed: 191.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1019], Speed: 188.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1029], Speed: 199.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1039], Speed: 186.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1049], Speed: 187.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1059], Speed: 183.447 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1069], Speed: 191.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1079], Speed: 187.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1089], Speed: 201.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1099], Speed: 186.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1109], Speed: 177.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1119], Speed: 190.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1129], Speed: 178.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1139], Speed: 200.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1149], Speed: 189.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1159], Speed: 187.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1169], Speed: 184.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1179], Speed: 183.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1189], Speed: 206.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1199], Speed: 192.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1209], Speed: 199.744 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125][Batch 1219], Speed: 187.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 125] Training cost: 646.783, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 9], Speed: 95.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 19], Speed: 186.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.566 [Epoch 126][Batch 29], Speed: 184.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 39], Speed: 188.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.197, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 49], Speed: 176.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.220, HeatmapFocal=1.566 [Epoch 126][Batch 59], Speed: 203.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.220, HeatmapFocal=1.566 [Epoch 126][Batch 69], Speed: 201.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 79], Speed: 176.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 89], Speed: 186.035 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 99], Speed: 196.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 109], Speed: 192.714 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.566 [Epoch 126][Batch 119], Speed: 194.786 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.220, HeatmapFocal=1.565 [Epoch 126][Batch 129], Speed: 211.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 139], Speed: 182.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 149], Speed: 200.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 159], Speed: 186.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 169], Speed: 180.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 179], Speed: 195.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 189], Speed: 204.641 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 199], Speed: 179.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.220, HeatmapFocal=1.565 [Epoch 126][Batch 209], Speed: 204.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 219], Speed: 178.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 229], Speed: 189.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 239], Speed: 194.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 249], Speed: 179.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 259], Speed: 187.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 269], Speed: 199.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 279], Speed: 178.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 289], Speed: 192.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 299], Speed: 194.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 309], Speed: 192.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 319], Speed: 172.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 329], Speed: 184.835 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 339], Speed: 184.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 349], Speed: 187.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 359], Speed: 175.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 369], Speed: 188.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 379], Speed: 198.099 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 389], Speed: 181.932 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 399], Speed: 184.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 409], Speed: 188.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 419], Speed: 179.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 429], Speed: 177.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 439], Speed: 179.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 449], Speed: 179.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 459], Speed: 189.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 469], Speed: 186.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 479], Speed: 185.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.565 [Epoch 126][Batch 489], Speed: 191.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 499], Speed: 195.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 509], Speed: 191.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 519], Speed: 176.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 529], Speed: 191.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 539], Speed: 176.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 549], Speed: 196.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 559], Speed: 191.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 569], Speed: 181.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 579], Speed: 193.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 589], Speed: 175.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 599], Speed: 202.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 609], Speed: 184.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 619], Speed: 196.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 629], Speed: 185.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 639], Speed: 174.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 649], Speed: 189.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 659], Speed: 189.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 669], Speed: 187.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 679], Speed: 184.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 689], Speed: 188.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 699], Speed: 188.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 709], Speed: 192.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 719], Speed: 190.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 729], Speed: 197.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 739], Speed: 171.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 749], Speed: 176.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 759], Speed: 178.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 769], Speed: 180.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 779], Speed: 180.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 789], Speed: 194.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 799], Speed: 192.945 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 809], Speed: 175.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 819], Speed: 192.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 829], Speed: 189.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 839], Speed: 189.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 849], Speed: 199.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.564 [Epoch 126][Batch 859], Speed: 191.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 869], Speed: 181.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 879], Speed: 186.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 889], Speed: 194.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 899], Speed: 192.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 909], Speed: 195.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 919], Speed: 176.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 929], Speed: 175.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 939], Speed: 184.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 949], Speed: 195.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 959], Speed: 201.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 969], Speed: 188.035 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 979], Speed: 177.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 989], Speed: 197.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 999], Speed: 175.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1009], Speed: 188.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1019], Speed: 189.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1029], Speed: 193.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1039], Speed: 186.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1049], Speed: 194.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1059], Speed: 172.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1069], Speed: 177.880 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1079], Speed: 193.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1089], Speed: 184.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1099], Speed: 181.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1109], Speed: 189.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1119], Speed: 176.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1129], Speed: 180.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1139], Speed: 200.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1149], Speed: 188.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1159], Speed: 205.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1169], Speed: 176.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1179], Speed: 185.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1189], Speed: 179.114 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1199], Speed: 195.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1209], Speed: 179.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126][Batch 1219], Speed: 190.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 126] Training cost: 647.284, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.563 [Epoch 127][Batch 9], Speed: 77.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.221, HeatmapFocal=1.563 [Epoch 127][Batch 19], Speed: 173.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 29], Speed: 183.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 39], Speed: 194.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 49], Speed: 191.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 59], Speed: 202.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 69], Speed: 200.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 79], Speed: 191.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 89], Speed: 193.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 99], Speed: 190.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 109], Speed: 186.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 119], Speed: 200.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 129], Speed: 187.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 139], Speed: 172.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 149], Speed: 184.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 159], Speed: 190.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 169], Speed: 188.812 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 179], Speed: 188.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 189], Speed: 202.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 199], Speed: 180.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 209], Speed: 184.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 219], Speed: 193.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 229], Speed: 186.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 239], Speed: 194.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 249], Speed: 204.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 259], Speed: 179.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 269], Speed: 171.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 279], Speed: 193.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 289], Speed: 180.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 299], Speed: 196.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 309], Speed: 191.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 319], Speed: 167.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 329], Speed: 187.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 339], Speed: 186.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 349], Speed: 193.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 359], Speed: 180.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 369], Speed: 182.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 379], Speed: 167.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 389], Speed: 187.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.562 [Epoch 127][Batch 399], Speed: 185.838 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 409], Speed: 191.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 419], Speed: 195.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 429], Speed: 194.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 439], Speed: 179.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 449], Speed: 187.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 459], Speed: 188.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 469], Speed: 180.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 479], Speed: 193.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 489], Speed: 195.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 499], Speed: 167.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 509], Speed: 185.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 519], Speed: 183.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 529], Speed: 181.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 539], Speed: 193.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 549], Speed: 200.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 559], Speed: 168.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 569], Speed: 191.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 579], Speed: 189.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 589], Speed: 177.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 599], Speed: 190.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 609], Speed: 193.193 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 619], Speed: 175.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 629], Speed: 180.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 639], Speed: 182.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 649], Speed: 193.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 659], Speed: 192.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 669], Speed: 195.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 679], Speed: 170.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 689], Speed: 181.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 699], Speed: 191.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 709], Speed: 176.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 719], Speed: 190.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 729], Speed: 202.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 739], Speed: 185.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 749], Speed: 178.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 759], Speed: 187.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.561 [Epoch 127][Batch 769], Speed: 192.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 779], Speed: 183.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 789], Speed: 185.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 799], Speed: 174.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 809], Speed: 184.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 819], Speed: 192.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 829], Speed: 185.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 839], Speed: 196.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 849], Speed: 197.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 859], Speed: 190.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 869], Speed: 184.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 879], Speed: 179.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 889], Speed: 193.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 899], Speed: 183.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 909], Speed: 190.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 919], Speed: 168.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 929], Speed: 176.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 939], Speed: 189.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 949], Speed: 186.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 959], Speed: 196.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 969], Speed: 197.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 979], Speed: 178.021 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 989], Speed: 186.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 999], Speed: 187.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1009], Speed: 186.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1019], Speed: 193.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1029], Speed: 194.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1039], Speed: 179.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1049], Speed: 182.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1059], Speed: 148.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1069], Speed: 179.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1079], Speed: 180.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1089], Speed: 186.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1099], Speed: 187.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1109], Speed: 178.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1119], Speed: 175.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1129], Speed: 199.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1139], Speed: 208.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1149], Speed: 194.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.560 [Epoch 127][Batch 1159], Speed: 199.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127][Batch 1169], Speed: 184.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127][Batch 1179], Speed: 181.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127][Batch 1189], Speed: 179.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127][Batch 1199], Speed: 189.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127][Batch 1209], Speed: 196.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127][Batch 1219], Speed: 199.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 127] Training cost: 647.523, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 9], Speed: 69.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.559 [Epoch 128][Batch 19], Speed: 185.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 29], Speed: 186.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.197, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 39], Speed: 193.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 49], Speed: 189.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 59], Speed: 187.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.559 [Epoch 128][Batch 69], Speed: 187.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.559 [Epoch 128][Batch 79], Speed: 188.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 89], Speed: 182.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 99], Speed: 187.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 109], Speed: 191.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 119], Speed: 197.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 129], Speed: 176.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 139], Speed: 176.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 149], Speed: 177.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 159], Speed: 180.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 169], Speed: 193.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 179], Speed: 193.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 189], Speed: 187.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 199], Speed: 172.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 209], Speed: 176.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 219], Speed: 196.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 229], Speed: 191.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 239], Speed: 195.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 249], Speed: 206.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 259], Speed: 171.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 269], Speed: 183.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 279], Speed: 195.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 289], Speed: 190.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 299], Speed: 188.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 309], Speed: 185.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.559 [Epoch 128][Batch 319], Speed: 178.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 329], Speed: 191.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 339], Speed: 187.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 349], Speed: 178.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 359], Speed: 195.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 369], Speed: 204.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 379], Speed: 172.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 389], Speed: 184.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 399], Speed: 182.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 409], Speed: 194.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 419], Speed: 188.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 429], Speed: 206.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 439], Speed: 182.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 449], Speed: 192.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 459], Speed: 187.685 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 469], Speed: 190.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 479], Speed: 192.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 489], Speed: 207.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 499], Speed: 175.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 509], Speed: 191.794 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 519], Speed: 184.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 529], Speed: 193.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 539], Speed: 179.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 549], Speed: 195.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 559], Speed: 180.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 569], Speed: 179.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 579], Speed: 187.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 589], Speed: 172.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 599], Speed: 180.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 609], Speed: 193.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 619], Speed: 182.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 629], Speed: 192.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 639], Speed: 172.895 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 649], Speed: 194.058 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 659], Speed: 188.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 669], Speed: 205.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 679], Speed: 188.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 689], Speed: 189.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.558 [Epoch 128][Batch 699], Speed: 191.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 709], Speed: 189.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 719], Speed: 193.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 729], Speed: 184.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 739], Speed: 186.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 749], Speed: 182.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 759], Speed: 181.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 769], Speed: 182.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 779], Speed: 190.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 789], Speed: 204.228 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 799], Speed: 197.534 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 809], Speed: 182.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 819], Speed: 175.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 829], Speed: 170.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 839], Speed: 191.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 849], Speed: 206.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 859], Speed: 185.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 869], Speed: 179.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 879], Speed: 180.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 889], Speed: 184.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 899], Speed: 188.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 909], Speed: 204.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 919], Speed: 180.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 929], Speed: 184.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 939], Speed: 194.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 949], Speed: 192.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 959], Speed: 192.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 969], Speed: 196.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 979], Speed: 197.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 989], Speed: 183.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 999], Speed: 180.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1009], Speed: 182.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1019], Speed: 189.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1029], Speed: 200.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1039], Speed: 193.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1049], Speed: 189.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1059], Speed: 186.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1069], Speed: 192.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1079], Speed: 179.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.557 [Epoch 128][Batch 1089], Speed: 205.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1099], Speed: 169.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1109], Speed: 178.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1119], Speed: 174.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1129], Speed: 201.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1139], Speed: 177.310 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1149], Speed: 202.977 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1159], Speed: 178.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1169], Speed: 184.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1179], Speed: 176.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1189], Speed: 190.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1199], Speed: 194.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1209], Speed: 197.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128][Batch 1219], Speed: 193.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 128] Training cost: 650.026, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 9], Speed: 75.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.220, HeatmapFocal=1.556 [Epoch 129][Batch 19], Speed: 175.447 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 29], Speed: 190.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 39], Speed: 188.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 49], Speed: 199.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 59], Speed: 186.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 69], Speed: 205.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.556 [Epoch 129][Batch 79], Speed: 172.262 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.556 [Epoch 129][Batch 89], Speed: 182.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 99], Speed: 187.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 109], Speed: 176.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 119], Speed: 206.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 129], Speed: 187.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 139], Speed: 190.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 149], Speed: 189.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 159], Speed: 183.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 169], Speed: 193.398 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 179], Speed: 192.807 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 189], Speed: 180.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 199], Speed: 172.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 209], Speed: 175.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 219], Speed: 188.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 229], Speed: 183.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 239], Speed: 183.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.556 [Epoch 129][Batch 249], Speed: 196.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 259], Speed: 172.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 269], Speed: 186.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 279], Speed: 185.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 289], Speed: 182.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 299], Speed: 189.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 309], Speed: 192.837 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 319], Speed: 193.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 329], Speed: 173.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 339], Speed: 188.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 349], Speed: 180.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 359], Speed: 192.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 369], Speed: 207.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 379], Speed: 173.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 389], Speed: 183.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 399], Speed: 178.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 409], Speed: 187.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 419], Speed: 178.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 429], Speed: 198.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 439], Speed: 189.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 449], Speed: 184.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 459], Speed: 188.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 469], Speed: 187.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 479], Speed: 192.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 489], Speed: 197.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 499], Speed: 181.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 509], Speed: 186.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 519], Speed: 183.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 529], Speed: 189.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 539], Speed: 186.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 549], Speed: 185.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 559], Speed: 179.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 569], Speed: 176.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 579], Speed: 177.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 589], Speed: 191.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 599], Speed: 189.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 609], Speed: 187.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 619], Speed: 173.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 629], Speed: 184.021 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.555 [Epoch 129][Batch 639], Speed: 186.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 649], Speed: 190.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 659], Speed: 189.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 669], Speed: 197.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 679], Speed: 169.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 689], Speed: 169.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 699], Speed: 185.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 709], Speed: 191.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 719], Speed: 176.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 729], Speed: 194.540 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 739], Speed: 177.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 749], Speed: 170.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 759], Speed: 177.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 769], Speed: 174.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 779], Speed: 176.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 789], Speed: 197.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 799], Speed: 182.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 809], Speed: 186.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 819], Speed: 186.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 829], Speed: 185.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 839], Speed: 193.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 849], Speed: 179.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 859], Speed: 190.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 869], Speed: 187.490 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 879], Speed: 183.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 889], Speed: 190.730 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 899], Speed: 187.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 909], Speed: 198.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 919], Speed: 171.867 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 929], Speed: 166.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 939], Speed: 188.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 949], Speed: 175.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 959], Speed: 191.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 969], Speed: 201.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 979], Speed: 189.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 989], Speed: 191.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 999], Speed: 185.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 1009], Speed: 191.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 1019], Speed: 193.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 1029], Speed: 198.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.554 [Epoch 129][Batch 1039], Speed: 171.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.553 [Epoch 129][Batch 1049], Speed: 188.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.553 [Epoch 129][Batch 1059], Speed: 184.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.553 [Epoch 129][Batch 1069], Speed: 178.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1079], Speed: 192.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1089], Speed: 197.952 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.553 [Epoch 129][Batch 1099], Speed: 191.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.553 [Epoch 129][Batch 1109], Speed: 190.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1119], Speed: 184.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1129], Speed: 194.369 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1139], Speed: 190.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1149], Speed: 219.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1159], Speed: 191.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1169], Speed: 191.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1179], Speed: 199.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1189], Speed: 189.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1199], Speed: 180.447 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1209], Speed: 210.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129][Batch 1219], Speed: 210.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 129] Training cost: 648.081, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 9], Speed: 87.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.553 [Epoch 130][Batch 19], Speed: 180.375 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 29], Speed: 162.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 39], Speed: 200.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 49], Speed: 192.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 59], Speed: 178.995 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 69], Speed: 207.154 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 79], Speed: 168.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 89], Speed: 189.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 99], Speed: 192.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 109], Speed: 190.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 119], Speed: 189.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 129], Speed: 191.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 139], Speed: 199.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 149], Speed: 180.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 159], Speed: 182.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.553 [Epoch 130][Batch 169], Speed: 197.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 179], Speed: 183.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 189], Speed: 187.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 199], Speed: 174.838 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.553 [Epoch 130][Batch 209], Speed: 188.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 219], Speed: 180.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 229], Speed: 192.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 239], Speed: 179.095 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 249], Speed: 197.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 259], Speed: 183.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 269], Speed: 170.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 279], Speed: 175.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 289], Speed: 190.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 299], Speed: 192.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 309], Speed: 194.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 319], Speed: 186.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 329], Speed: 196.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 339], Speed: 181.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 349], Speed: 177.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 359], Speed: 180.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 369], Speed: 189.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 379], Speed: 178.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 389], Speed: 184.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 399], Speed: 182.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 409], Speed: 190.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 419], Speed: 184.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 429], Speed: 194.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 439], Speed: 183.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 449], Speed: 190.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 459], Speed: 191.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 469], Speed: 188.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 479], Speed: 178.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 489], Speed: 174.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 499], Speed: 174.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 509], Speed: 195.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 519], Speed: 171.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 529], Speed: 188.833 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 539], Speed: 194.714 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 549], Speed: 179.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 559], Speed: 179.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 569], Speed: 171.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 579], Speed: 191.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 589], Speed: 189.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.552 [Epoch 130][Batch 599], Speed: 187.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 609], Speed: 193.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 619], Speed: 174.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 629], Speed: 189.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 639], Speed: 180.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 649], Speed: 170.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 659], Speed: 187.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 669], Speed: 193.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 679], Speed: 193.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 689], Speed: 193.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 699], Speed: 190.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 709], Speed: 184.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 719], Speed: 194.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 729], Speed: 191.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 739], Speed: 193.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 749], Speed: 196.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 759], Speed: 170.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 769], Speed: 183.310 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 779], Speed: 185.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 789], Speed: 194.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 799], Speed: 185.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 809], Speed: 185.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 819], Speed: 162.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 829], Speed: 188.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 839], Speed: 196.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 849], Speed: 187.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 859], Speed: 176.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 869], Speed: 181.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 879], Speed: 173.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 889], Speed: 181.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 899], Speed: 191.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 909], Speed: 192.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 919], Speed: 176.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 929], Speed: 185.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 939], Speed: 183.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 949], Speed: 182.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 959], Speed: 189.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 969], Speed: 185.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 979], Speed: 188.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 989], Speed: 171.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.551 [Epoch 130][Batch 999], Speed: 171.549 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1009], Speed: 178.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1019], Speed: 174.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1029], Speed: 190.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1039], Speed: 182.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1049], Speed: 180.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1059], Speed: 178.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1069], Speed: 189.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1079], Speed: 183.863 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1089], Speed: 196.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1099], Speed: 182.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1109], Speed: 189.114 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1119], Speed: 182.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1129], Speed: 174.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1139], Speed: 188.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1149], Speed: 183.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1159], Speed: 176.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1169], Speed: 186.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1179], Speed: 181.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1189], Speed: 197.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1199], Speed: 201.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1209], Speed: 185.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130][Batch 1219], Speed: 190.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130] Training cost: 649.240, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 130] 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 ] = 0.122 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 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.289 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446 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 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693 person=43.9 bicycle=22.7 car=29.2 motorcycle=39.2 airplane=60.1 bus=57.4 train=61.9 truck=28.6 boat=18.7 traffic light=16.5 fire hydrant=59.6 stop sign=55.0 parking meter=41.1 bench=19.2 bird=26.6 cat=65.4 dog=59.3 horse=53.1 sheep=44.3 cow=44.8 elephant=59.3 bear=69.5 zebra=63.6 giraffe=64.7 backpack=9.4 umbrella=32.7 handbag=8.1 tie=22.2 suitcase=30.4 frisbee=49.9 skis=17.7 snowboard=25.7 sports ball=25.7 kite=30.8 baseball bat=20.2 baseball glove=26.6 skateboard=45.2 surfboard=27.2 tennis racket=36.4 bottle=24.8 wine glass=23.8 cup=29.9 fork=25.0 knife=9.4 spoon=10.3 bowl=31.8 banana=19.6 apple=15.7 sandwich=31.3 orange=29.2 broccoli=18.5 carrot=16.6 hot dog=24.1 pizza=44.6 donut=36.5 cake=30.6 chair=21.2 couch=40.3 potted plant=21.5 bed=42.1 dining table=25.0 toilet=57.9 tv=50.1 laptop=52.4 mouse=48.3 remote=17.4 keyboard=44.2 cell phone=24.6 microwave=49.4 oven=31.7 toaster=13.1 sink=32.3 refrigerator=48.2 book=5.4 clock=40.0 vase=29.2 scissors=26.3 teddy bear=39.7 hair drier=1.7 toothbrush=18.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =33.9 [Epoch 131][Batch 9], Speed: 66.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.550 [Epoch 131][Batch 19], Speed: 184.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.550 [Epoch 131][Batch 29], Speed: 186.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 39], Speed: 181.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 49], Speed: 194.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.550 [Epoch 131][Batch 59], Speed: 205.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.550 [Epoch 131][Batch 69], Speed: 191.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.550 [Epoch 131][Batch 79], Speed: 176.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.550 [Epoch 131][Batch 89], Speed: 185.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.550 [Epoch 131][Batch 99], Speed: 186.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 109], Speed: 192.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 119], Speed: 202.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 129], Speed: 199.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 139], Speed: 178.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 149], Speed: 185.908 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 159], Speed: 187.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.550 [Epoch 131][Batch 169], Speed: 188.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 179], Speed: 192.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 189], Speed: 179.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 199], Speed: 178.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 209], Speed: 189.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 219], Speed: 188.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 229], Speed: 193.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 239], Speed: 190.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 249], Speed: 206.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 259], Speed: 176.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 269], Speed: 180.029 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 279], Speed: 161.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 289], Speed: 193.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 299], Speed: 179.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 309], Speed: 195.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 319], Speed: 188.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 329], Speed: 196.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 339], Speed: 188.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 349], Speed: 180.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 359], Speed: 192.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 369], Speed: 201.935 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 379], Speed: 176.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 389], Speed: 194.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 399], Speed: 183.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 409], Speed: 186.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 419], Speed: 190.154 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 429], Speed: 203.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 439], Speed: 189.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 449], Speed: 208.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 459], Speed: 184.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 469], Speed: 200.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 479], Speed: 188.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 489], Speed: 203.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 499], Speed: 182.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 509], Speed: 197.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 519], Speed: 187.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 529], Speed: 187.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 539], Speed: 166.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 549], Speed: 201.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 559], Speed: 183.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.549 [Epoch 131][Batch 569], Speed: 174.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 579], Speed: 180.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 589], Speed: 198.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 599], Speed: 191.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 609], Speed: 204.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 619], Speed: 187.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 629], Speed: 178.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 639], Speed: 183.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 649], Speed: 193.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 659], Speed: 189.865 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 669], Speed: 203.549 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 679], Speed: 187.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 689], Speed: 181.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 699], Speed: 177.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 709], Speed: 185.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 719], Speed: 186.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 729], Speed: 202.182 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 739], Speed: 176.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 749], Speed: 184.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 759], Speed: 174.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 769], Speed: 179.696 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 779], Speed: 191.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 789], Speed: 202.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 799], Speed: 177.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 809], Speed: 178.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 819], Speed: 184.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 829], Speed: 175.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 839], Speed: 176.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 849], Speed: 198.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 859], Speed: 176.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 869], Speed: 177.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 879], Speed: 171.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 889], Speed: 193.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 899], Speed: 199.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 909], Speed: 198.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 919], Speed: 191.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 929], Speed: 174.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 939], Speed: 189.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 949], Speed: 186.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 959], Speed: 193.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.548 [Epoch 131][Batch 969], Speed: 201.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 979], Speed: 185.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 989], Speed: 176.475 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 999], Speed: 183.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1009], Speed: 185.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1019], Speed: 185.029 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1029], Speed: 207.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1039], Speed: 177.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1049], Speed: 188.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1059], Speed: 189.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1069], Speed: 184.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1079], Speed: 179.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1089], Speed: 204.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1099], Speed: 173.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1109], Speed: 196.551 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1119], Speed: 172.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1129], Speed: 177.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1139], Speed: 199.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1149], Speed: 187.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1159], Speed: 191.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1169], Speed: 199.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1179], Speed: 198.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1189], Speed: 190.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1199], Speed: 186.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1209], Speed: 185.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131][Batch 1219], Speed: 186.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 131] Training cost: 647.379, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 9], Speed: 77.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 19], Speed: 182.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.191, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 29], Speed: 195.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.193, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 39], Speed: 197.763 samples/sec, LR=3.750000000000001e-06, WHL1=0.195, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 49], Speed: 182.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.195, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 59], Speed: 192.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.196, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 69], Speed: 202.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.197, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 79], Speed: 182.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 89], Speed: 179.647 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 99], Speed: 184.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 109], Speed: 179.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 119], Speed: 191.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 129], Speed: 210.058 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 139], Speed: 194.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 149], Speed: 189.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.547 [Epoch 132][Batch 159], Speed: 186.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 169], Speed: 188.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 179], Speed: 195.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 189], Speed: 188.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 199], Speed: 173.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 209], Speed: 183.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 219], Speed: 192.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 229], Speed: 188.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 239], Speed: 194.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 249], Speed: 197.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 259], Speed: 182.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 269], Speed: 175.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 279], Speed: 176.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 289], Speed: 190.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 299], Speed: 195.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 309], Speed: 203.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 319], Speed: 155.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 329], Speed: 186.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 339], Speed: 185.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 349], Speed: 185.297 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 359], Speed: 192.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 369], Speed: 200.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 379], Speed: 188.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 389], Speed: 168.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 399], Speed: 172.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 409], Speed: 194.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 419], Speed: 192.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 429], Speed: 201.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 439], Speed: 195.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 449], Speed: 176.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 459], Speed: 181.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 469], Speed: 189.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 479], Speed: 191.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 489], Speed: 203.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 499], Speed: 184.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 509], Speed: 176.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 519], Speed: 183.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 529], Speed: 174.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 539], Speed: 174.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 549], Speed: 205.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.546 [Epoch 132][Batch 559], Speed: 184.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 569], Speed: 184.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 579], Speed: 186.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 589], Speed: 191.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 599], Speed: 193.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 609], Speed: 192.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 619], Speed: 180.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 629], Speed: 182.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 639], Speed: 171.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 649], Speed: 180.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 659], Speed: 194.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 669], Speed: 203.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 679], Speed: 182.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 689], Speed: 182.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 699], Speed: 187.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 709], Speed: 191.759 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 719], Speed: 191.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 729], Speed: 192.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 739], Speed: 177.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 749], Speed: 182.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 759], Speed: 183.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 769], Speed: 178.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 779], Speed: 184.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 789], Speed: 203.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 799], Speed: 183.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 809], Speed: 195.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 819], Speed: 178.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 829], Speed: 189.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 839], Speed: 177.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 849], Speed: 210.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 859], Speed: 169.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 869], Speed: 171.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 879], Speed: 183.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 889], Speed: 171.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 899], Speed: 192.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 909], Speed: 174.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 919], Speed: 173.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 929], Speed: 174.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 939], Speed: 190.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 949], Speed: 191.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 959], Speed: 195.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.545 [Epoch 132][Batch 969], Speed: 175.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 979], Speed: 195.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 989], Speed: 188.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 999], Speed: 180.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1009], Speed: 190.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1019], Speed: 178.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1029], Speed: 181.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1039], Speed: 175.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1049], Speed: 168.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1059], Speed: 185.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1069], Speed: 185.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1079], Speed: 202.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1089], Speed: 184.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1099], Speed: 174.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1109], Speed: 184.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1119], Speed: 186.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1129], Speed: 188.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1139], Speed: 183.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1149], Speed: 190.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1159], Speed: 182.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1169], Speed: 189.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1179], Speed: 196.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1189], Speed: 185.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1199], Speed: 187.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1209], Speed: 193.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132][Batch 1219], Speed: 201.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 132] Training cost: 649.497, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.544 [Epoch 133][Batch 9], Speed: 103.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.544 [Epoch 133][Batch 19], Speed: 182.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.544 [Epoch 133][Batch 29], Speed: 174.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.544 [Epoch 133][Batch 39], Speed: 177.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.196, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 49], Speed: 197.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 59], Speed: 185.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 69], Speed: 199.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 79], Speed: 174.893 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 89], Speed: 199.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 99], Speed: 203.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 109], Speed: 192.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 119], Speed: 192.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 129], Speed: 199.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 139], Speed: 187.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 149], Speed: 179.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.544 [Epoch 133][Batch 159], Speed: 176.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.543 [Epoch 133][Batch 169], Speed: 188.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.543 [Epoch 133][Batch 179], Speed: 189.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.543 [Epoch 133][Batch 189], Speed: 188.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.543 [Epoch 133][Batch 199], Speed: 178.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.543 [Epoch 133][Batch 209], Speed: 174.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 219], Speed: 181.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 229], Speed: 187.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 239], Speed: 181.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 249], Speed: 198.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 259], Speed: 175.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 269], Speed: 183.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 279], Speed: 185.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 289], Speed: 179.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 299], Speed: 195.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 309], Speed: 191.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 319], Speed: 185.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 329], Speed: 188.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 339], Speed: 188.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 349], Speed: 189.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 359], Speed: 189.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 369], Speed: 176.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 379], Speed: 179.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 389], Speed: 196.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 399], Speed: 172.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 409], Speed: 192.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 419], Speed: 187.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 429], Speed: 197.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 439], Speed: 179.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 449], Speed: 184.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 459], Speed: 179.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 469], Speed: 172.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 479], Speed: 196.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 489], Speed: 186.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 499], Speed: 185.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 509], Speed: 192.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 519], Speed: 182.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 529], Speed: 192.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 539], Speed: 190.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 549], Speed: 196.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 559], Speed: 166.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.543 [Epoch 133][Batch 569], Speed: 193.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 579], Speed: 187.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 589], Speed: 185.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 599], Speed: 184.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 609], Speed: 194.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 619], Speed: 176.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 629], Speed: 187.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 639], Speed: 172.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 649], Speed: 189.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 659], Speed: 183.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 669], Speed: 192.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 679], Speed: 182.549 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 689], Speed: 178.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 699], Speed: 192.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 709], Speed: 181.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 719], Speed: 194.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 729], Speed: 179.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 739], Speed: 188.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 749], Speed: 173.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 759], Speed: 171.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 769], Speed: 192.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 779], Speed: 197.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 789], Speed: 189.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 799], Speed: 187.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 809], Speed: 181.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 819], Speed: 189.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 829], Speed: 190.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 839], Speed: 180.428 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 849], Speed: 197.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 859], Speed: 173.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 869], Speed: 183.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 879], Speed: 169.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 889], Speed: 188.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 899], Speed: 190.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 909], Speed: 192.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 919], Speed: 183.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 929], Speed: 199.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 939], Speed: 181.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 949], Speed: 192.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 959], Speed: 195.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 969], Speed: 195.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.542 [Epoch 133][Batch 979], Speed: 185.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 989], Speed: 183.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 999], Speed: 180.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1009], Speed: 191.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1019], Speed: 187.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1029], Speed: 183.035 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1039], Speed: 185.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1049], Speed: 180.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1059], Speed: 190.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1069], Speed: 191.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1079], Speed: 191.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1089], Speed: 195.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1099], Speed: 192.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1109], Speed: 186.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1119], Speed: 177.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1129], Speed: 176.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1139], Speed: 191.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1149], Speed: 188.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1159], Speed: 179.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1169], Speed: 209.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1179], Speed: 187.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1189], Speed: 185.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1199], Speed: 184.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1209], Speed: 186.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133][Batch 1219], Speed: 182.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 133] Training cost: 648.279, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 134][Batch 9], Speed: 82.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.221, HeatmapFocal=1.541 [Epoch 134][Batch 19], Speed: 195.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.196, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 134][Batch 29], Speed: 188.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.541 [Epoch 134][Batch 39], Speed: 187.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 49], Speed: 186.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 59], Speed: 190.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 69], Speed: 194.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 79], Speed: 168.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 89], Speed: 179.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 99], Speed: 180.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 109], Speed: 185.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 119], Speed: 190.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 129], Speed: 202.076 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 139], Speed: 173.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 149], Speed: 183.035 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 159], Speed: 172.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.541 [Epoch 134][Batch 169], Speed: 179.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 179], Speed: 176.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 189], Speed: 194.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 199], Speed: 177.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 209], Speed: 188.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 219], Speed: 192.191 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 229], Speed: 195.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 239], Speed: 173.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 249], Speed: 202.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 259], Speed: 170.863 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 269], Speed: 177.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 279], Speed: 191.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 289], Speed: 187.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 299], Speed: 191.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 309], Speed: 186.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 319], Speed: 172.325 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 329], Speed: 192.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 339], Speed: 196.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 349], Speed: 192.165 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 359], Speed: 181.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 369], Speed: 207.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 379], Speed: 177.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 389], Speed: 187.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 399], Speed: 176.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 409], Speed: 189.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 419], Speed: 193.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 429], Speed: 209.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 439], Speed: 176.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 449], Speed: 184.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 459], Speed: 192.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 469], Speed: 178.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 479], Speed: 199.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 489], Speed: 191.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 499], Speed: 187.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 509], Speed: 186.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 519], Speed: 198.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 529], Speed: 181.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 539], Speed: 193.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 549], Speed: 195.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 559], Speed: 188.644 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 569], Speed: 188.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 579], Speed: 190.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 589], Speed: 193.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.540 [Epoch 134][Batch 599], Speed: 179.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 609], Speed: 196.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 619], Speed: 187.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 629], Speed: 187.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 639], Speed: 184.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 649], Speed: 183.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 659], Speed: 182.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 669], Speed: 181.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 679], Speed: 180.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 689], Speed: 203.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 699], Speed: 188.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 709], Speed: 191.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 719], Speed: 197.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 729], Speed: 187.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 739], Speed: 167.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 749], Speed: 194.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 759], Speed: 185.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 769], Speed: 194.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 779], Speed: 188.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 789], Speed: 191.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 799], Speed: 170.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 809], Speed: 188.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 819], Speed: 182.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 829], Speed: 188.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 839], Speed: 190.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 849], Speed: 196.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 859], Speed: 176.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 869], Speed: 185.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 879], Speed: 169.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 889], Speed: 179.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 899], Speed: 176.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 909], Speed: 195.960 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 919], Speed: 184.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 929], Speed: 179.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 939], Speed: 182.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 949], Speed: 196.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 959], Speed: 191.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 969], Speed: 199.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 979], Speed: 184.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 989], Speed: 191.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 999], Speed: 183.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.539 [Epoch 134][Batch 1009], Speed: 189.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1019], Speed: 194.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1029], Speed: 197.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1039], Speed: 175.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1049], Speed: 182.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1059], Speed: 185.865 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1069], Speed: 183.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1079], Speed: 197.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1089], Speed: 171.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1099], Speed: 183.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1109], Speed: 192.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1119], Speed: 185.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1129], Speed: 189.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1139], Speed: 187.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1149], Speed: 180.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1159], Speed: 189.314 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1169], Speed: 187.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1179], Speed: 191.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1189], Speed: 186.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1199], Speed: 187.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1209], Speed: 194.863 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134][Batch 1219], Speed: 187.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 134] Training cost: 651.221, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.538 [Epoch 135][Batch 9], Speed: 88.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.538 [Epoch 135][Batch 19], Speed: 182.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 29], Speed: 181.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 39], Speed: 185.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 49], Speed: 184.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 59], Speed: 187.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 69], Speed: 206.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 79], Speed: 168.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 89], Speed: 191.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 99], Speed: 179.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 109], Speed: 183.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 119], Speed: 195.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 129], Speed: 207.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 139], Speed: 193.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 149], Speed: 188.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 159], Speed: 175.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 169], Speed: 178.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 179], Speed: 192.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 189], Speed: 200.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 199], Speed: 181.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.538 [Epoch 135][Batch 209], Speed: 179.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 219], Speed: 193.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 229], Speed: 187.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 239], Speed: 172.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 249], Speed: 197.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 259], Speed: 191.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 269], Speed: 182.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 279], Speed: 182.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 289], Speed: 181.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 299], Speed: 194.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 309], Speed: 182.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 319], Speed: 186.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 329], Speed: 188.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 339], Speed: 191.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 349], Speed: 195.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 359], Speed: 186.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 369], Speed: 186.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 379], Speed: 191.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 389], Speed: 185.028 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 399], Speed: 172.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 409], Speed: 192.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 419], Speed: 185.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 429], Speed: 181.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 439], Speed: 178.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 449], Speed: 184.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 459], Speed: 181.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 469], Speed: 190.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 479], Speed: 196.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 489], Speed: 195.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.537 [Epoch 135][Batch 499], Speed: 184.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 509], Speed: 182.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 519], Speed: 181.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 529], Speed: 172.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 539], Speed: 188.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 549], Speed: 193.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 559], Speed: 180.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 569], Speed: 183.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 579], Speed: 184.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 589], Speed: 187.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 599], Speed: 189.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 609], Speed: 200.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 619], Speed: 192.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 629], Speed: 187.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.537 [Epoch 135][Batch 639], Speed: 166.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 649], Speed: 187.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 659], Speed: 177.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 669], Speed: 204.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 679], Speed: 171.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 689], Speed: 185.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 699], Speed: 186.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 709], Speed: 192.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 719], Speed: 183.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 729], Speed: 188.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 739], Speed: 191.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 749], Speed: 169.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 759], Speed: 180.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 769], Speed: 194.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 779], Speed: 185.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 789], Speed: 197.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 799], Speed: 180.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 809], Speed: 186.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 819], Speed: 188.375 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 829], Speed: 189.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 839], Speed: 193.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 849], Speed: 202.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 859], Speed: 165.058 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 869], Speed: 184.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 879], Speed: 181.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 889], Speed: 184.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 899], Speed: 180.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 909], Speed: 196.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 919], Speed: 187.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 929], Speed: 191.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 939], Speed: 179.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 949], Speed: 188.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 959], Speed: 192.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 969], Speed: 201.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 979], Speed: 186.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 989], Speed: 185.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 999], Speed: 187.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 1009], Speed: 191.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 1019], Speed: 195.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 1029], Speed: 199.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 1039], Speed: 161.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 1049], Speed: 176.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.536 [Epoch 135][Batch 1059], Speed: 180.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1069], Speed: 186.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1079], Speed: 178.666 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1089], Speed: 199.852 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1099], Speed: 199.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1109], Speed: 184.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1119], Speed: 173.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1129], Speed: 179.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1139], Speed: 191.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1149], Speed: 185.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1159], Speed: 205.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1169], Speed: 189.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1179], Speed: 183.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1189], Speed: 179.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.535 [Epoch 135][Batch 1199], Speed: 194.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1209], Speed: 196.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135][Batch 1219], Speed: 201.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 135] Training cost: 649.560, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 9], Speed: 85.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.194, CenterRegL1=0.218, HeatmapFocal=1.535 [Epoch 136][Batch 19], Speed: 180.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.196, CenterRegL1=0.220, HeatmapFocal=1.535 [Epoch 136][Batch 29], Speed: 182.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.196, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 39], Speed: 191.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.535 [Epoch 136][Batch 49], Speed: 195.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 59], Speed: 200.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 69], Speed: 205.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 79], Speed: 181.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 89], Speed: 185.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 99], Speed: 194.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 109], Speed: 177.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 119], Speed: 166.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 129], Speed: 183.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 139], Speed: 187.684 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 149], Speed: 180.356 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 159], Speed: 185.951 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 169], Speed: 180.995 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 179], Speed: 197.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 189], Speed: 196.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 199], Speed: 174.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 209], Speed: 183.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 219], Speed: 189.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 229], Speed: 176.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 239], Speed: 194.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 249], Speed: 203.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 259], Speed: 173.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.535 [Epoch 136][Batch 269], Speed: 181.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 279], Speed: 188.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 289], Speed: 189.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 299], Speed: 187.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 309], Speed: 197.744 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 319], Speed: 152.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 329], Speed: 159.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 339], Speed: 181.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 349], Speed: 186.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 359], Speed: 192.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 369], Speed: 193.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 379], Speed: 176.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 389], Speed: 182.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 399], Speed: 190.977 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 409], Speed: 189.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 419], Speed: 191.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 429], Speed: 199.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 439], Speed: 186.028 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 449], Speed: 182.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 459], Speed: 193.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 469], Speed: 181.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 479], Speed: 194.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 489], Speed: 198.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 499], Speed: 188.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 509], Speed: 177.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 519], Speed: 187.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 529], Speed: 175.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 539], Speed: 189.969 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 549], Speed: 196.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 559], Speed: 189.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 569], Speed: 180.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 579], Speed: 188.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 589], Speed: 165.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 599], Speed: 195.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 609], Speed: 183.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 619], Speed: 177.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 629], Speed: 181.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 639], Speed: 180.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 649], Speed: 186.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 659], Speed: 188.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 669], Speed: 198.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 679], Speed: 178.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 689], Speed: 182.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.534 [Epoch 136][Batch 699], Speed: 189.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 709], Speed: 179.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 719], Speed: 198.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 729], Speed: 202.363 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 739], Speed: 188.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 749], Speed: 184.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 759], Speed: 193.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 769], Speed: 188.782 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 779], Speed: 182.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 789], Speed: 193.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 799], Speed: 173.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 809], Speed: 187.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 819], Speed: 185.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 829], Speed: 190.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 839], Speed: 185.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 849], Speed: 195.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 859], Speed: 175.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 869], Speed: 168.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 879], Speed: 179.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 889], Speed: 190.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 899], Speed: 191.833 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 909], Speed: 193.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 919], Speed: 178.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 929], Speed: 183.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 939], Speed: 196.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 949], Speed: 190.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 959], Speed: 192.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 969], Speed: 190.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 979], Speed: 189.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 989], Speed: 183.251 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 999], Speed: 186.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1009], Speed: 194.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1019], Speed: 190.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1029], Speed: 181.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1039], Speed: 194.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1049], Speed: 201.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1059], Speed: 186.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1069], Speed: 193.140 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1079], Speed: 180.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1089], Speed: 206.786 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1099], Speed: 188.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1109], Speed: 190.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1119], Speed: 188.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.533 [Epoch 136][Batch 1129], Speed: 193.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1139], Speed: 181.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1149], Speed: 190.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1159], Speed: 193.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1169], Speed: 193.325 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1179], Speed: 186.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1189], Speed: 188.792 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1199], Speed: 193.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1209], Speed: 209.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136][Batch 1219], Speed: 188.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 136] Training cost: 649.383, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 9], Speed: 74.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 19], Speed: 187.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.220, HeatmapFocal=1.532 [Epoch 137][Batch 29], Speed: 187.140 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.220, HeatmapFocal=1.532 [Epoch 137][Batch 39], Speed: 178.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 49], Speed: 179.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 59], Speed: 201.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.220, HeatmapFocal=1.532 [Epoch 137][Batch 69], Speed: 208.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.220, HeatmapFocal=1.532 [Epoch 137][Batch 79], Speed: 184.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 89], Speed: 178.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 99], Speed: 190.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 109], Speed: 183.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 119], Speed: 204.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 129], Speed: 184.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 139], Speed: 198.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 149], Speed: 178.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 159], Speed: 184.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 169], Speed: 176.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 179], Speed: 172.005 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 189], Speed: 187.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 199], Speed: 189.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 209], Speed: 165.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 219], Speed: 178.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 229], Speed: 186.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 239], Speed: 179.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 249], Speed: 183.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 259], Speed: 184.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 269], Speed: 169.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 279], Speed: 178.154 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 289], Speed: 192.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 299], Speed: 191.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 309], Speed: 201.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 319], Speed: 180.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 329], Speed: 179.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.532 [Epoch 137][Batch 339], Speed: 190.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 349], Speed: 183.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 359], Speed: 187.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 369], Speed: 192.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 379], Speed: 196.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 389], Speed: 179.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 399], Speed: 179.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 409], Speed: 192.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 419], Speed: 189.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 429], Speed: 183.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 439], Speed: 184.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 449], Speed: 186.516 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 459], Speed: 173.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 469], Speed: 188.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 479], Speed: 192.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 489], Speed: 187.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 499], Speed: 194.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 509], Speed: 180.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 519], Speed: 170.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 529], Speed: 190.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 539], Speed: 192.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 549], Speed: 201.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 559], Speed: 194.838 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 569], Speed: 178.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 579], Speed: 189.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 589], Speed: 184.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 599], Speed: 189.213 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 609], Speed: 203.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 619], Speed: 192.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 629], Speed: 178.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 639], Speed: 183.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 649], Speed: 187.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 659], Speed: 192.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 669], Speed: 201.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 679], Speed: 186.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 689], Speed: 169.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 699], Speed: 186.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 709], Speed: 189.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 719], Speed: 191.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 729], Speed: 202.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 739], Speed: 181.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 749], Speed: 179.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 759], Speed: 180.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.531 [Epoch 137][Batch 769], Speed: 183.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 779], Speed: 197.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 789], Speed: 190.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 799], Speed: 170.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 809], Speed: 169.356 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 819], Speed: 188.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 829], Speed: 177.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 839], Speed: 180.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 849], Speed: 195.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 859], Speed: 178.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 869], Speed: 178.977 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 879], Speed: 172.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 889], Speed: 180.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 899], Speed: 192.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 909], Speed: 180.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 919], Speed: 182.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 929], Speed: 175.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 939], Speed: 178.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 949], Speed: 178.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 959], Speed: 195.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 969], Speed: 194.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 979], Speed: 184.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 989], Speed: 180.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 999], Speed: 178.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1009], Speed: 185.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1019], Speed: 180.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1029], Speed: 192.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1039], Speed: 173.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1049], Speed: 189.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1059], Speed: 183.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1069], Speed: 176.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1079], Speed: 194.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1089], Speed: 182.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1099], Speed: 184.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1109], Speed: 177.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1119], Speed: 180.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1129], Speed: 204.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1139], Speed: 189.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1149], Speed: 186.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1159], Speed: 195.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1169], Speed: 179.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1179], Speed: 192.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1189], Speed: 195.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1199], Speed: 184.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.530 [Epoch 137][Batch 1209], Speed: 197.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 137][Batch 1219], Speed: 191.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 137] Training cost: 649.186, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 138][Batch 9], Speed: 109.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 138][Batch 19], Speed: 195.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 29], Speed: 158.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 138][Batch 39], Speed: 177.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 138][Batch 49], Speed: 187.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.219, HeatmapFocal=1.529 [Epoch 138][Batch 59], Speed: 199.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 69], Speed: 195.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 79], Speed: 183.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 89], Speed: 182.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 99], Speed: 185.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 109], Speed: 178.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 119], Speed: 190.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 129], Speed: 204.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 139], Speed: 179.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 149], Speed: 192.402 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 159], Speed: 189.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 169], Speed: 188.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 179], Speed: 193.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 189], Speed: 198.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 199], Speed: 175.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 209], Speed: 173.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 219], Speed: 202.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 229], Speed: 174.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 239], Speed: 176.903 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 249], Speed: 196.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 259], Speed: 185.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 269], Speed: 190.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 279], Speed: 184.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 289], Speed: 182.685 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 299], Speed: 181.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 309], Speed: 186.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 319], Speed: 168.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 329], Speed: 180.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 339], Speed: 175.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 349], Speed: 192.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 359], Speed: 198.474 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 369], Speed: 186.685 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 379], Speed: 193.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 389], Speed: 185.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 399], Speed: 175.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 409], Speed: 194.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 419], Speed: 188.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.529 [Epoch 138][Batch 429], Speed: 195.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 439], Speed: 184.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 449], Speed: 177.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 459], Speed: 188.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 469], Speed: 175.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 479], Speed: 190.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 489], Speed: 190.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 499], Speed: 186.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 509], Speed: 179.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 519], Speed: 180.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 529], Speed: 187.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 539], Speed: 179.490 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 549], Speed: 180.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 559], Speed: 167.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 569], Speed: 182.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 579], Speed: 175.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 589], Speed: 186.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 599], Speed: 177.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 609], Speed: 199.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 619], Speed: 175.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 629], Speed: 192.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 639], Speed: 170.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 649], Speed: 176.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 659], Speed: 188.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 669], Speed: 183.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 679], Speed: 178.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 689], Speed: 177.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 699], Speed: 189.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 709], Speed: 189.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 719], Speed: 193.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 729], Speed: 195.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 739], Speed: 194.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 749], Speed: 189.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 759], Speed: 187.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 769], Speed: 183.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 779], Speed: 185.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 789], Speed: 194.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 799], Speed: 196.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 809], Speed: 182.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 819], Speed: 177.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 829], Speed: 177.069 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 839], Speed: 189.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 849], Speed: 191.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 859], Speed: 190.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 869], Speed: 154.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.528 [Epoch 138][Batch 879], Speed: 173.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 889], Speed: 185.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 899], Speed: 185.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 909], Speed: 195.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 919], Speed: 200.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 929], Speed: 190.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 939], Speed: 190.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 949], Speed: 189.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 959], Speed: 193.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 969], Speed: 174.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 979], Speed: 180.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 989], Speed: 184.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 999], Speed: 181.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1009], Speed: 183.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1019], Speed: 184.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1029], Speed: 180.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1039], Speed: 190.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1049], Speed: 178.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1059], Speed: 188.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1069], Speed: 185.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1079], Speed: 195.534 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1089], Speed: 173.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1099], Speed: 174.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1109], Speed: 177.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1119], Speed: 188.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1129], Speed: 172.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138][Batch 1139], Speed: 180.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1149], Speed: 184.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1159], Speed: 177.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1169], Speed: 176.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1179], Speed: 167.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1189], Speed: 176.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1199], Speed: 181.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1209], Speed: 169.407 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.527 [Epoch 138][Batch 1219], Speed: 182.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 138] Training cost: 647.952, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 139][Batch 9], Speed: 86.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 139][Batch 19], Speed: 179.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.527 [Epoch 139][Batch 29], Speed: 187.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.527 [Epoch 139][Batch 39], Speed: 193.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 139][Batch 49], Speed: 187.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.527 [Epoch 139][Batch 59], Speed: 197.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.527 [Epoch 139][Batch 69], Speed: 204.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.527 [Epoch 139][Batch 79], Speed: 176.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 139][Batch 89], Speed: 195.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.527 [Epoch 139][Batch 99], Speed: 196.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 109], Speed: 183.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 119], Speed: 199.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 129], Speed: 200.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 139], Speed: 181.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 149], Speed: 171.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 159], Speed: 173.563 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 169], Speed: 177.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 179], Speed: 187.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 189], Speed: 186.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 199], Speed: 186.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 209], Speed: 171.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 219], Speed: 192.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 229], Speed: 183.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 239], Speed: 182.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 249], Speed: 195.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 259], Speed: 168.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 269], Speed: 183.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 279], Speed: 180.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 289], Speed: 183.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 299], Speed: 179.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 309], Speed: 192.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 319], Speed: 169.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.526 [Epoch 139][Batch 329], Speed: 188.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 339], Speed: 176.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 349], Speed: 186.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 359], Speed: 186.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 369], Speed: 193.887 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 379], Speed: 170.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 389], Speed: 179.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 399], Speed: 201.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 409], Speed: 191.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 419], Speed: 188.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 429], Speed: 194.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 439], Speed: 169.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 449], Speed: 186.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 459], Speed: 177.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 469], Speed: 186.402 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 479], Speed: 183.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 489], Speed: 199.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 499], Speed: 191.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 509], Speed: 181.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 519], Speed: 182.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 529], Speed: 202.908 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 539], Speed: 186.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.526 [Epoch 139][Batch 549], Speed: 179.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 559], Speed: 170.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 569], Speed: 171.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 579], Speed: 182.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 589], Speed: 197.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 599], Speed: 192.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 609], Speed: 187.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 619], Speed: 171.755 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 629], Speed: 170.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 639], Speed: 175.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 649], Speed: 186.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 659], Speed: 187.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 669], Speed: 176.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 679], Speed: 177.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 689], Speed: 159.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 699], Speed: 186.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 709], Speed: 181.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 719], Speed: 193.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 729], Speed: 200.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 739], Speed: 174.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 749], Speed: 173.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 759], Speed: 185.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 769], Speed: 195.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 779], Speed: 191.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 789], Speed: 204.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 799], Speed: 178.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 809], Speed: 186.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 819], Speed: 175.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 829], Speed: 196.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 839], Speed: 183.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 849], Speed: 191.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 859], Speed: 176.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 869], Speed: 181.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 879], Speed: 176.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 889], Speed: 191.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 899], Speed: 181.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 909], Speed: 198.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 919], Speed: 163.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 929], Speed: 180.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 939], Speed: 191.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 949], Speed: 194.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 959], Speed: 194.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 969], Speed: 194.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 979], Speed: 175.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 989], Speed: 172.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.525 [Epoch 139][Batch 999], Speed: 181.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1009], Speed: 188.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1019], Speed: 197.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1029], Speed: 191.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1039], Speed: 173.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1049], Speed: 195.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1059], Speed: 189.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1069], Speed: 186.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1079], Speed: 181.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1089], Speed: 185.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1099], Speed: 180.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1109], Speed: 182.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1119], Speed: 178.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1129], Speed: 181.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1139], Speed: 180.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1149], Speed: 179.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1159], Speed: 169.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1169], Speed: 181.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1179], Speed: 186.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1189], Speed: 182.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1199], Speed: 201.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1209], Speed: 179.820 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139][Batch 1219], Speed: 179.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139] Training cost: 649.411, WHL1=0.202, CenterRegL1=0.219, HeatmapFocal=1.524 [Epoch 139] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.526 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 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 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 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693 person=44.0 bicycle=22.7 car=29.3 motorcycle=38.8 airplane=60.4 bus=57.0 train=61.8 truck=28.4 boat=18.6 traffic light=16.8 fire hydrant=60.1 stop sign=55.3 parking meter=40.7 bench=19.1 bird=26.8 cat=65.7 dog=59.1 horse=53.4 sheep=44.6 cow=44.8 elephant=60.1 bear=70.3 zebra=63.8 giraffe=64.7 backpack=9.5 umbrella=32.5 handbag=8.2 tie=22.8 suitcase=30.7 frisbee=49.2 skis=17.6 snowboard=24.7 sports ball=25.7 kite=30.7 baseball bat=20.6 baseball glove=26.5 skateboard=45.2 surfboard=27.2 tennis racket=36.2 bottle=24.9 wine glass=23.6 cup=29.7 fork=24.8 knife=9.6 spoon=10.2 bowl=31.6 banana=19.4 apple=15.5 sandwich=30.4 orange=29.5 broccoli=18.6 carrot=17.0 hot dog=23.8 pizza=44.5 donut=36.3 cake=29.8 chair=21.1 couch=40.8 potted plant=21.0 bed=42.8 dining table=25.1 toilet=58.6 tv=50.1 laptop=52.7 mouse=49.8 remote=17.5 keyboard=44.2 cell phone=24.7 microwave=49.9 oven=32.0 toaster=13.5 sink=32.7 refrigerator=49.2 book=5.4 clock=40.3 vase=29.4 scissors=29.2 teddy bear=39.6 hair drier=2.1 toothbrush=17.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =34.0