Namespace(batch_size=128, center_reg_weight=1.0, data_shape=512, dataset='coco', dataset_root='~/.mxnet/datasets/', epochs=140, flip_validation=False, gpus='0,1,2,3', log_interval=10, lr=0.0005, lr_decay=0.1, lr_decay_epoch='90,120', lr_mode='step', momentum=0.9, network='resnet18_v1b_dcnv2', num_samples=117266, num_workers=60, resume='', save_interval=10, save_prefix='center_net_resnet18_v1b_dcnv2_coco', seed=233, start_epoch=0, val_interval=10, warmup_epochs=0, warmup_lr=0.0, wd=1e-05, wh_weight=0.1) Start training from [Epoch 0] [Epoch 0][Batch 9], Speed: 224.077 samples/sec, LR=0.0005, WHL1=2.185, CenterRegL1=0.455, HeatmapFocal=263.198 [Epoch 0][Batch 19], Speed: 216.527 samples/sec, LR=0.0005, WHL1=2.192, CenterRegL1=0.371, HeatmapFocal=207.145 [Epoch 0][Batch 29], Speed: 224.957 samples/sec, LR=0.0005, WHL1=2.154, CenterRegL1=0.338, HeatmapFocal=173.677 [Epoch 0][Batch 39], Speed: 211.989 samples/sec, LR=0.0005, WHL1=2.116, CenterRegL1=0.317, HeatmapFocal=148.262 [Epoch 0][Batch 49], Speed: 217.941 samples/sec, LR=0.0005, WHL1=2.077, CenterRegL1=0.304, HeatmapFocal=126.815 [Epoch 0][Batch 59], Speed: 221.060 samples/sec, LR=0.0005, WHL1=2.029, CenterRegL1=0.295, HeatmapFocal=109.249 [Epoch 0][Batch 69], Speed: 205.508 samples/sec, LR=0.0005, WHL1=1.988, CenterRegL1=0.288, HeatmapFocal=95.325 [Epoch 0][Batch 79], Speed: 218.774 samples/sec, LR=0.0005, WHL1=1.946, CenterRegL1=0.283, HeatmapFocal=84.356 [Epoch 0][Batch 89], Speed: 214.748 samples/sec, LR=0.0005, WHL1=1.921, CenterRegL1=0.280, HeatmapFocal=75.687 [Epoch 0][Batch 99], Speed: 200.744 samples/sec, LR=0.0005, WHL1=1.900, CenterRegL1=0.277, HeatmapFocal=68.683 [Epoch 0][Batch 109], Speed: 220.177 samples/sec, LR=0.0005, WHL1=1.888, CenterRegL1=0.274, HeatmapFocal=62.931 [Epoch 0][Batch 119], Speed: 225.180 samples/sec, LR=0.0005, WHL1=1.876, CenterRegL1=0.272, HeatmapFocal=58.114 [Epoch 0][Batch 129], Speed: 235.495 samples/sec, LR=0.0005, WHL1=1.859, CenterRegL1=0.270, HeatmapFocal=54.029 [Epoch 0][Batch 139], Speed: 214.345 samples/sec, LR=0.0005, WHL1=1.847, CenterRegL1=0.269, HeatmapFocal=50.519 [Epoch 0][Batch 149], Speed: 218.757 samples/sec, LR=0.0005, WHL1=1.837, CenterRegL1=0.267, HeatmapFocal=47.475 [Epoch 0][Batch 159], Speed: 206.934 samples/sec, LR=0.0005, WHL1=1.831, CenterRegL1=0.266, HeatmapFocal=44.806 [Epoch 0][Batch 169], Speed: 215.321 samples/sec, LR=0.0005, WHL1=1.819, CenterRegL1=0.265, HeatmapFocal=42.448 [Epoch 0][Batch 179], Speed: 206.776 samples/sec, LR=0.0005, WHL1=1.812, CenterRegL1=0.264, HeatmapFocal=40.347 [Epoch 0][Batch 189], Speed: 225.178 samples/sec, LR=0.0005, WHL1=1.806, CenterRegL1=0.263, HeatmapFocal=38.466 [Epoch 0][Batch 199], Speed: 211.848 samples/sec, LR=0.0005, WHL1=1.800, CenterRegL1=0.263, HeatmapFocal=36.770 [Epoch 0][Batch 209], Speed: 225.367 samples/sec, LR=0.0005, WHL1=1.794, CenterRegL1=0.262, HeatmapFocal=35.235 [Epoch 0][Batch 219], Speed: 231.295 samples/sec, LR=0.0005, WHL1=1.791, CenterRegL1=0.262, HeatmapFocal=33.838 [Epoch 0][Batch 229], Speed: 231.043 samples/sec, LR=0.0005, WHL1=1.787, CenterRegL1=0.261, HeatmapFocal=32.560 [Epoch 0][Batch 239], Speed: 212.005 samples/sec, LR=0.0005, WHL1=1.783, CenterRegL1=0.260, HeatmapFocal=31.389 [Epoch 0][Batch 249], Speed: 215.874 samples/sec, LR=0.0005, WHL1=1.781, CenterRegL1=0.260, HeatmapFocal=30.309 [Epoch 0][Batch 259], Speed: 213.096 samples/sec, LR=0.0005, WHL1=1.778, CenterRegL1=0.260, HeatmapFocal=29.313 [Epoch 0][Batch 269], Speed: 222.912 samples/sec, LR=0.0005, WHL1=1.776, CenterRegL1=0.259, HeatmapFocal=28.387 [Epoch 0][Batch 279], Speed: 216.807 samples/sec, LR=0.0005, WHL1=1.772, CenterRegL1=0.259, HeatmapFocal=27.525 [Epoch 0][Batch 289], Speed: 232.189 samples/sec, LR=0.0005, WHL1=1.771, CenterRegL1=0.259, HeatmapFocal=26.723 [Epoch 0][Batch 299], Speed: 207.113 samples/sec, LR=0.0005, WHL1=1.769, CenterRegL1=0.259, HeatmapFocal=25.974 [Epoch 0][Batch 309], Speed: 216.296 samples/sec, LR=0.0005, WHL1=1.769, CenterRegL1=0.258, HeatmapFocal=25.274 [Epoch 0][Batch 319], Speed: 204.085 samples/sec, LR=0.0005, WHL1=1.766, CenterRegL1=0.258, HeatmapFocal=24.616 [Epoch 0][Batch 329], Speed: 208.086 samples/sec, LR=0.0005, WHL1=1.763, CenterRegL1=0.258, HeatmapFocal=23.997 [Epoch 0][Batch 339], Speed: 212.324 samples/sec, LR=0.0005, WHL1=1.762, CenterRegL1=0.258, HeatmapFocal=23.413 [Epoch 0][Batch 349], Speed: 206.651 samples/sec, LR=0.0005, WHL1=1.760, CenterRegL1=0.258, HeatmapFocal=22.864 [Epoch 0][Batch 359], Speed: 205.181 samples/sec, LR=0.0005, WHL1=1.757, CenterRegL1=0.258, HeatmapFocal=22.344 [Epoch 0][Batch 369], Speed: 225.786 samples/sec, LR=0.0005, WHL1=1.754, CenterRegL1=0.257, HeatmapFocal=21.851 [Epoch 0][Batch 379], Speed: 207.113 samples/sec, LR=0.0005, WHL1=1.751, CenterRegL1=0.257, HeatmapFocal=21.383 [Epoch 0][Batch 389], Speed: 219.067 samples/sec, LR=0.0005, WHL1=1.749, CenterRegL1=0.257, HeatmapFocal=20.941 [Epoch 0][Batch 399], Speed: 230.015 samples/sec, LR=0.0005, WHL1=1.747, CenterRegL1=0.257, HeatmapFocal=20.519 [Epoch 0][Batch 409], Speed: 208.204 samples/sec, LR=0.0005, WHL1=1.744, CenterRegL1=0.257, HeatmapFocal=20.117 [Epoch 0][Batch 419], Speed: 204.056 samples/sec, LR=0.0005, WHL1=1.740, CenterRegL1=0.256, HeatmapFocal=19.734 [Epoch 0][Batch 429], Speed: 221.280 samples/sec, LR=0.0005, WHL1=1.736, CenterRegL1=0.256, HeatmapFocal=19.368 [Epoch 0][Batch 439], Speed: 230.620 samples/sec, LR=0.0005, WHL1=1.733, CenterRegL1=0.256, HeatmapFocal=19.019 [Epoch 0][Batch 449], Speed: 200.882 samples/sec, LR=0.0005, WHL1=1.731, CenterRegL1=0.256, HeatmapFocal=18.685 [Epoch 0][Batch 459], Speed: 215.655 samples/sec, LR=0.0005, WHL1=1.728, CenterRegL1=0.256, HeatmapFocal=18.367 [Epoch 0][Batch 469], Speed: 216.267 samples/sec, LR=0.0005, WHL1=1.724, CenterRegL1=0.256, HeatmapFocal=18.061 [Epoch 0][Batch 479], Speed: 205.600 samples/sec, LR=0.0005, WHL1=1.720, CenterRegL1=0.256, HeatmapFocal=17.768 [Epoch 0][Batch 489], Speed: 207.598 samples/sec, LR=0.0005, WHL1=1.715, CenterRegL1=0.255, HeatmapFocal=17.486 [Epoch 0][Batch 499], Speed: 233.670 samples/sec, LR=0.0005, WHL1=1.711, CenterRegL1=0.255, HeatmapFocal=17.215 [Epoch 0][Batch 509], Speed: 197.444 samples/sec, LR=0.0005, WHL1=1.705, CenterRegL1=0.255, HeatmapFocal=16.955 [Epoch 0][Batch 519], Speed: 210.721 samples/sec, LR=0.0005, WHL1=1.699, CenterRegL1=0.255, HeatmapFocal=16.706 [Epoch 0][Batch 529], Speed: 224.334 samples/sec, LR=0.0005, WHL1=1.693, CenterRegL1=0.255, HeatmapFocal=16.466 [Epoch 0][Batch 539], Speed: 223.011 samples/sec, LR=0.0005, WHL1=1.687, CenterRegL1=0.255, HeatmapFocal=16.235 [Epoch 0][Batch 549], Speed: 232.543 samples/sec, LR=0.0005, WHL1=1.680, CenterRegL1=0.255, HeatmapFocal=16.012 [Epoch 0][Batch 559], Speed: 238.843 samples/sec, LR=0.0005, WHL1=1.673, CenterRegL1=0.255, HeatmapFocal=15.797 [Epoch 0][Batch 569], Speed: 210.448 samples/sec, LR=0.0005, WHL1=1.666, CenterRegL1=0.255, HeatmapFocal=15.589 [Epoch 0][Batch 579], Speed: 215.125 samples/sec, LR=0.0005, WHL1=1.658, CenterRegL1=0.254, HeatmapFocal=15.388 [Epoch 0][Batch 589], Speed: 218.472 samples/sec, LR=0.0005, WHL1=1.651, CenterRegL1=0.254, HeatmapFocal=15.194 [Epoch 0][Batch 599], Speed: 220.710 samples/sec, LR=0.0005, WHL1=1.643, CenterRegL1=0.254, HeatmapFocal=15.006 [Epoch 0][Batch 609], Speed: 204.862 samples/sec, LR=0.0005, WHL1=1.637, CenterRegL1=0.254, HeatmapFocal=14.825 [Epoch 0][Batch 619], Speed: 225.760 samples/sec, LR=0.0005, WHL1=1.630, CenterRegL1=0.254, HeatmapFocal=14.649 [Epoch 0][Batch 629], Speed: 196.541 samples/sec, LR=0.0005, WHL1=1.623, CenterRegL1=0.254, HeatmapFocal=14.478 [Epoch 0][Batch 639], Speed: 219.775 samples/sec, LR=0.0005, WHL1=1.616, CenterRegL1=0.254, HeatmapFocal=14.312 [Epoch 0][Batch 649], Speed: 220.171 samples/sec, LR=0.0005, WHL1=1.609, CenterRegL1=0.254, HeatmapFocal=14.151 [Epoch 0][Batch 659], Speed: 211.647 samples/sec, LR=0.0005, WHL1=1.602, CenterRegL1=0.254, HeatmapFocal=13.996 [Epoch 0][Batch 669], Speed: 209.590 samples/sec, LR=0.0005, WHL1=1.595, CenterRegL1=0.254, HeatmapFocal=13.844 [Epoch 0][Batch 679], Speed: 232.745 samples/sec, LR=0.0005, WHL1=1.588, CenterRegL1=0.254, HeatmapFocal=13.697 [Epoch 0][Batch 689], Speed: 207.718 samples/sec, LR=0.0005, WHL1=1.581, CenterRegL1=0.254, HeatmapFocal=13.553 [Epoch 0][Batch 699], Speed: 220.857 samples/sec, LR=0.0005, WHL1=1.575, CenterRegL1=0.254, HeatmapFocal=13.414 [Epoch 0][Batch 709], Speed: 226.751 samples/sec, LR=0.0005, WHL1=1.568, CenterRegL1=0.254, HeatmapFocal=13.278 [Epoch 0][Batch 719], Speed: 223.033 samples/sec, LR=0.0005, WHL1=1.562, CenterRegL1=0.253, HeatmapFocal=13.146 [Epoch 0][Batch 729], Speed: 227.227 samples/sec, LR=0.0005, WHL1=1.556, CenterRegL1=0.253, HeatmapFocal=13.018 [Epoch 0][Batch 739], Speed: 227.177 samples/sec, LR=0.0005, WHL1=1.550, CenterRegL1=0.253, HeatmapFocal=12.893 [Epoch 0][Batch 749], Speed: 216.899 samples/sec, LR=0.0005, WHL1=1.544, CenterRegL1=0.253, HeatmapFocal=12.772 [Epoch 0][Batch 759], Speed: 208.175 samples/sec, LR=0.0005, WHL1=1.538, CenterRegL1=0.253, HeatmapFocal=12.653 [Epoch 0][Batch 769], Speed: 223.065 samples/sec, LR=0.0005, WHL1=1.532, CenterRegL1=0.253, HeatmapFocal=12.537 [Epoch 0][Batch 779], Speed: 211.933 samples/sec, LR=0.0005, WHL1=1.526, CenterRegL1=0.253, HeatmapFocal=12.424 [Epoch 0][Batch 789], Speed: 226.697 samples/sec, LR=0.0005, WHL1=1.520, CenterRegL1=0.253, HeatmapFocal=12.314 [Epoch 0][Batch 799], Speed: 233.425 samples/sec, LR=0.0005, WHL1=1.514, CenterRegL1=0.253, HeatmapFocal=12.206 [Epoch 0][Batch 809], Speed: 210.108 samples/sec, LR=0.0005, WHL1=1.508, CenterRegL1=0.253, HeatmapFocal=12.101 [Epoch 0][Batch 819], Speed: 208.284 samples/sec, LR=0.0005, WHL1=1.503, CenterRegL1=0.253, HeatmapFocal=11.999 [Epoch 0][Batch 829], Speed: 217.566 samples/sec, LR=0.0005, WHL1=1.497, CenterRegL1=0.253, HeatmapFocal=11.899 [Epoch 0][Batch 839], Speed: 215.286 samples/sec, LR=0.0005, WHL1=1.492, CenterRegL1=0.253, HeatmapFocal=11.801 [Epoch 0][Batch 849], Speed: 239.989 samples/sec, LR=0.0005, WHL1=1.487, CenterRegL1=0.253, HeatmapFocal=11.706 [Epoch 0][Batch 859], Speed: 217.844 samples/sec, LR=0.0005, WHL1=1.482, CenterRegL1=0.253, HeatmapFocal=11.613 [Epoch 0][Batch 869], Speed: 207.863 samples/sec, LR=0.0005, WHL1=1.477, CenterRegL1=0.253, HeatmapFocal=11.521 [Epoch 0][Batch 879], Speed: 209.449 samples/sec, LR=0.0005, WHL1=1.472, CenterRegL1=0.253, HeatmapFocal=11.431 [Epoch 0][Batch 889], Speed: 231.816 samples/sec, LR=0.0005, WHL1=1.467, CenterRegL1=0.253, HeatmapFocal=11.343 [Epoch 0][Batch 899], Speed: 214.199 samples/sec, LR=0.0005, WHL1=1.462, CenterRegL1=0.253, HeatmapFocal=11.257 [Epoch 0][Batch 909], Speed: 228.845 samples/sec, LR=0.0005, WHL1=1.457, CenterRegL1=0.253, HeatmapFocal=11.174 [Epoch 0] Training cost: 567.268, WHL1=1.454, CenterRegL1=0.253, HeatmapFocal=11.124 [Epoch 0] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.001 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 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.003 person=1.9 bicycle=0.0 car=0.0 motorcycle=0.0 airplane=0.0 bus=0.0 train=0.0 truck=0.0 boat=0.0 traffic light=0.0 fire hydrant=0.0 stop sign=0.0 parking meter=0.0 bench=0.0 bird=0.0 cat=0.0 dog=0.0 horse=0.0 sheep=0.0 cow=0.0 elephant=0.0 bear=0.0 zebra=0.0 giraffe=0.0 backpack=0.0 umbrella=0.0 handbag=0.0 tie=0.0 suitcase=0.0 frisbee=0.0 skis=0.0 snowboard=0.0 sports ball=0.0 kite=0.0 baseball bat=0.0 baseball glove=0.0 skateboard=0.0 surfboard=0.0 tennis racket=0.0 bottle=0.0 wine glass=0.0 cup=0.0 fork=0.0 knife=0.0 spoon=0.0 bowl=0.0 banana=0.0 apple=0.0 sandwich=0.0 orange=0.0 broccoli=0.0 carrot=0.0 hot dog=0.0 pizza=0.0 donut=0.0 cake=0.0 chair=0.0 couch=0.0 potted plant=0.0 bed=0.0 dining table=0.0 toilet=0.0 tv=0.0 laptop=0.0 mouse=0.0 remote=0.0 keyboard=0.0 cell phone=0.0 microwave=0.0 oven=0.0 toaster=0.0 sink=0.0 refrigerator=0.0 book=0.0 clock=0.0 vase=0.0 scissors=0.0 teddy bear=0.0 hair drier=0.0 toothbrush=0.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =0.0 [Epoch 1][Batch 9], Speed: 125.364 samples/sec, LR=0.0005, WHL1=0.997, CenterRegL1=0.250, HeatmapFocal=11.042 [Epoch 1][Batch 19], Speed: 179.415 samples/sec, LR=0.0005, WHL1=0.988, CenterRegL1=0.251, HeatmapFocal=10.961 [Epoch 1][Batch 29], Speed: 208.713 samples/sec, LR=0.0005, WHL1=0.973, CenterRegL1=0.250, HeatmapFocal=10.882 [Epoch 1][Batch 39], Speed: 201.071 samples/sec, LR=0.0005, WHL1=0.969, CenterRegL1=0.250, HeatmapFocal=10.805 [Epoch 1][Batch 49], Speed: 207.117 samples/sec, LR=0.0005, WHL1=0.970, CenterRegL1=0.250, HeatmapFocal=10.730 [Epoch 1][Batch 59], Speed: 215.004 samples/sec, LR=0.0005, WHL1=0.969, CenterRegL1=0.250, HeatmapFocal=10.656 [Epoch 1][Batch 69], Speed: 213.248 samples/sec, LR=0.0005, WHL1=0.964, CenterRegL1=0.250, HeatmapFocal=10.583 [Epoch 1][Batch 79], Speed: 194.298 samples/sec, LR=0.0005, WHL1=0.962, CenterRegL1=0.249, HeatmapFocal=10.511 [Epoch 1][Batch 89], Speed: 234.837 samples/sec, LR=0.0005, WHL1=0.960, CenterRegL1=0.249, HeatmapFocal=10.441 [Epoch 1][Batch 99], Speed: 215.641 samples/sec, LR=0.0005, WHL1=0.958, CenterRegL1=0.250, HeatmapFocal=10.372 [Epoch 1][Batch 109], Speed: 227.760 samples/sec, LR=0.0005, WHL1=0.961, CenterRegL1=0.249, HeatmapFocal=10.305 [Epoch 1][Batch 119], Speed: 229.945 samples/sec, LR=0.0005, WHL1=0.960, CenterRegL1=0.249, HeatmapFocal=10.239 [Epoch 1][Batch 129], Speed: 217.393 samples/sec, LR=0.0005, WHL1=0.958, CenterRegL1=0.249, HeatmapFocal=10.174 [Epoch 1][Batch 139], Speed: 195.230 samples/sec, LR=0.0005, WHL1=0.957, CenterRegL1=0.249, HeatmapFocal=10.110 [Epoch 1][Batch 149], Speed: 217.202 samples/sec, LR=0.0005, WHL1=0.954, CenterRegL1=0.249, HeatmapFocal=10.047 [Epoch 1][Batch 159], Speed: 217.040 samples/sec, LR=0.0005, WHL1=0.954, CenterRegL1=0.249, HeatmapFocal=9.986 [Epoch 1][Batch 169], Speed: 210.758 samples/sec, LR=0.0005, WHL1=0.954, CenterRegL1=0.249, HeatmapFocal=9.926 [Epoch 1][Batch 179], Speed: 235.713 samples/sec, LR=0.0005, WHL1=0.953, CenterRegL1=0.249, HeatmapFocal=9.866 [Epoch 1][Batch 189], Speed: 205.882 samples/sec, LR=0.0005, WHL1=0.951, CenterRegL1=0.249, HeatmapFocal=9.808 [Epoch 1][Batch 199], Speed: 211.200 samples/sec, LR=0.0005, WHL1=0.950, CenterRegL1=0.249, HeatmapFocal=9.751 [Epoch 1][Batch 209], Speed: 228.805 samples/sec, LR=0.0005, WHL1=0.950, CenterRegL1=0.249, HeatmapFocal=9.694 [Epoch 1][Batch 219], Speed: 202.045 samples/sec, LR=0.0005, WHL1=0.949, CenterRegL1=0.249, HeatmapFocal=9.639 [Epoch 1][Batch 229], Speed: 208.267 samples/sec, LR=0.0005, WHL1=0.948, CenterRegL1=0.249, HeatmapFocal=9.585 [Epoch 1][Batch 239], Speed: 234.282 samples/sec, LR=0.0005, WHL1=0.947, CenterRegL1=0.249, HeatmapFocal=9.531 [Epoch 1][Batch 249], Speed: 214.290 samples/sec, LR=0.0005, WHL1=0.946, CenterRegL1=0.249, HeatmapFocal=9.478 [Epoch 1][Batch 259], Speed: 215.242 samples/sec, LR=0.0005, WHL1=0.946, CenterRegL1=0.249, HeatmapFocal=9.426 [Epoch 1][Batch 269], Speed: 226.884 samples/sec, LR=0.0005, WHL1=0.945, CenterRegL1=0.249, HeatmapFocal=9.375 [Epoch 1][Batch 279], Speed: 198.037 samples/sec, LR=0.0005, WHL1=0.944, CenterRegL1=0.249, HeatmapFocal=9.325 [Epoch 1][Batch 289], Speed: 211.673 samples/sec, LR=0.0005, WHL1=0.944, CenterRegL1=0.249, HeatmapFocal=9.276 [Epoch 1][Batch 299], Speed: 220.439 samples/sec, LR=0.0005, WHL1=0.942, CenterRegL1=0.249, HeatmapFocal=9.227 [Epoch 1][Batch 309], Speed: 220.466 samples/sec, LR=0.0005, WHL1=0.942, CenterRegL1=0.249, HeatmapFocal=9.180 [Epoch 1][Batch 319], Speed: 224.271 samples/sec, LR=0.0005, WHL1=0.942, CenterRegL1=0.249, HeatmapFocal=9.133 [Epoch 1][Batch 329], Speed: 222.370 samples/sec, LR=0.0005, WHL1=0.942, CenterRegL1=0.249, HeatmapFocal=9.087 [Epoch 1][Batch 339], Speed: 222.600 samples/sec, LR=0.0005, WHL1=0.941, CenterRegL1=0.249, HeatmapFocal=9.041 [Epoch 1][Batch 349], Speed: 223.922 samples/sec, LR=0.0005, WHL1=0.941, CenterRegL1=0.249, HeatmapFocal=8.996 [Epoch 1][Batch 359], Speed: 229.790 samples/sec, LR=0.0005, WHL1=0.941, CenterRegL1=0.249, HeatmapFocal=8.952 [Epoch 1][Batch 369], Speed: 199.121 samples/sec, LR=0.0005, WHL1=0.939, CenterRegL1=0.249, HeatmapFocal=8.908 [Epoch 1][Batch 379], Speed: 215.111 samples/sec, LR=0.0005, WHL1=0.937, CenterRegL1=0.249, HeatmapFocal=8.865 [Epoch 1][Batch 389], Speed: 211.447 samples/sec, LR=0.0005, WHL1=0.936, CenterRegL1=0.249, HeatmapFocal=8.822 [Epoch 1][Batch 399], Speed: 216.106 samples/sec, LR=0.0005, WHL1=0.935, CenterRegL1=0.249, HeatmapFocal=8.781 [Epoch 1][Batch 409], Speed: 198.550 samples/sec, LR=0.0005, WHL1=0.934, CenterRegL1=0.249, HeatmapFocal=8.740 [Epoch 1][Batch 419], Speed: 231.062 samples/sec, LR=0.0005, WHL1=0.932, CenterRegL1=0.249, HeatmapFocal=8.699 [Epoch 1][Batch 429], Speed: 200.575 samples/sec, LR=0.0005, WHL1=0.930, CenterRegL1=0.249, HeatmapFocal=8.659 [Epoch 1][Batch 439], Speed: 205.563 samples/sec, LR=0.0005, WHL1=0.929, CenterRegL1=0.249, HeatmapFocal=8.619 [Epoch 1][Batch 449], Speed: 208.649 samples/sec, LR=0.0005, WHL1=0.928, CenterRegL1=0.249, HeatmapFocal=8.580 [Epoch 1][Batch 459], Speed: 225.259 samples/sec, LR=0.0005, WHL1=0.928, CenterRegL1=0.249, HeatmapFocal=8.542 [Epoch 1][Batch 469], Speed: 226.493 samples/sec, LR=0.0005, WHL1=0.927, CenterRegL1=0.249, HeatmapFocal=8.503 [Epoch 1][Batch 479], Speed: 212.713 samples/sec, LR=0.0005, WHL1=0.926, CenterRegL1=0.249, HeatmapFocal=8.466 [Epoch 1][Batch 489], Speed: 201.266 samples/sec, LR=0.0005, WHL1=0.925, CenterRegL1=0.249, HeatmapFocal=8.430 [Epoch 1][Batch 499], Speed: 216.705 samples/sec, LR=0.0005, WHL1=0.924, CenterRegL1=0.249, HeatmapFocal=8.393 [Epoch 1][Batch 509], Speed: 198.028 samples/sec, LR=0.0005, WHL1=0.923, CenterRegL1=0.249, HeatmapFocal=8.357 [Epoch 1][Batch 519], Speed: 208.736 samples/sec, LR=0.0005, WHL1=0.922, CenterRegL1=0.249, HeatmapFocal=8.321 [Epoch 1][Batch 529], Speed: 219.898 samples/sec, LR=0.0005, WHL1=0.922, CenterRegL1=0.249, HeatmapFocal=8.287 [Epoch 1][Batch 539], Speed: 222.373 samples/sec, LR=0.0005, WHL1=0.921, CenterRegL1=0.249, HeatmapFocal=8.252 [Epoch 1][Batch 549], Speed: 216.526 samples/sec, LR=0.0005, WHL1=0.921, CenterRegL1=0.249, HeatmapFocal=8.218 [Epoch 1][Batch 559], Speed: 212.302 samples/sec, LR=0.0005, WHL1=0.921, CenterRegL1=0.249, HeatmapFocal=8.185 [Epoch 1][Batch 569], Speed: 211.909 samples/sec, LR=0.0005, WHL1=0.921, CenterRegL1=0.249, HeatmapFocal=8.152 [Epoch 1][Batch 579], Speed: 214.538 samples/sec, LR=0.0005, WHL1=0.920, CenterRegL1=0.249, HeatmapFocal=8.119 [Epoch 1][Batch 589], Speed: 216.420 samples/sec, LR=0.0005, WHL1=0.919, CenterRegL1=0.249, HeatmapFocal=8.087 [Epoch 1][Batch 599], Speed: 222.251 samples/sec, LR=0.0005, WHL1=0.919, CenterRegL1=0.249, HeatmapFocal=8.055 [Epoch 1][Batch 609], Speed: 214.944 samples/sec, LR=0.0005, WHL1=0.918, CenterRegL1=0.249, HeatmapFocal=8.023 [Epoch 1][Batch 619], Speed: 206.470 samples/sec, LR=0.0005, WHL1=0.917, CenterRegL1=0.249, HeatmapFocal=7.992 [Epoch 1][Batch 629], Speed: 212.782 samples/sec, LR=0.0005, WHL1=0.916, CenterRegL1=0.249, HeatmapFocal=7.962 [Epoch 1][Batch 639], Speed: 210.820 samples/sec, LR=0.0005, WHL1=0.915, CenterRegL1=0.249, HeatmapFocal=7.931 [Epoch 1][Batch 649], Speed: 208.246 samples/sec, LR=0.0005, WHL1=0.914, CenterRegL1=0.249, HeatmapFocal=7.901 [Epoch 1][Batch 659], Speed: 221.074 samples/sec, LR=0.0005, WHL1=0.913, CenterRegL1=0.249, HeatmapFocal=7.871 [Epoch 1][Batch 669], Speed: 211.987 samples/sec, LR=0.0005, WHL1=0.912, CenterRegL1=0.249, HeatmapFocal=7.842 [Epoch 1][Batch 679], Speed: 211.991 samples/sec, LR=0.0005, WHL1=0.910, CenterRegL1=0.249, HeatmapFocal=7.813 [Epoch 1][Batch 689], Speed: 203.010 samples/sec, LR=0.0005, WHL1=0.910, CenterRegL1=0.249, HeatmapFocal=7.784 [Epoch 1][Batch 699], Speed: 189.525 samples/sec, LR=0.0005, WHL1=0.908, CenterRegL1=0.249, HeatmapFocal=7.756 [Epoch 1][Batch 709], Speed: 212.192 samples/sec, LR=0.0005, WHL1=0.907, CenterRegL1=0.249, HeatmapFocal=7.728 [Epoch 1][Batch 719], Speed: 213.993 samples/sec, LR=0.0005, WHL1=0.906, CenterRegL1=0.249, HeatmapFocal=7.700 [Epoch 1][Batch 729], Speed: 191.635 samples/sec, LR=0.0005, WHL1=0.905, CenterRegL1=0.249, HeatmapFocal=7.672 [Epoch 1][Batch 739], Speed: 199.351 samples/sec, LR=0.0005, WHL1=0.904, CenterRegL1=0.249, HeatmapFocal=7.645 [Epoch 1][Batch 749], Speed: 214.994 samples/sec, LR=0.0005, WHL1=0.902, CenterRegL1=0.249, HeatmapFocal=7.619 [Epoch 1][Batch 759], Speed: 209.747 samples/sec, LR=0.0005, WHL1=0.901, CenterRegL1=0.249, HeatmapFocal=7.592 [Epoch 1][Batch 769], Speed: 223.252 samples/sec, LR=0.0005, WHL1=0.900, CenterRegL1=0.249, HeatmapFocal=7.566 [Epoch 1][Batch 779], Speed: 217.107 samples/sec, LR=0.0005, WHL1=0.899, CenterRegL1=0.249, HeatmapFocal=7.540 [Epoch 1][Batch 789], Speed: 210.165 samples/sec, LR=0.0005, WHL1=0.897, CenterRegL1=0.249, HeatmapFocal=7.515 [Epoch 1][Batch 799], Speed: 208.952 samples/sec, LR=0.0005, WHL1=0.895, CenterRegL1=0.249, HeatmapFocal=7.489 [Epoch 1][Batch 809], Speed: 206.220 samples/sec, LR=0.0005, WHL1=0.893, CenterRegL1=0.249, HeatmapFocal=7.465 [Epoch 1][Batch 819], Speed: 209.499 samples/sec, LR=0.0005, WHL1=0.892, CenterRegL1=0.249, HeatmapFocal=7.440 [Epoch 1][Batch 829], Speed: 212.169 samples/sec, LR=0.0005, WHL1=0.890, CenterRegL1=0.249, HeatmapFocal=7.415 [Epoch 1][Batch 839], Speed: 211.303 samples/sec, LR=0.0005, WHL1=0.889, CenterRegL1=0.249, HeatmapFocal=7.391 [Epoch 1][Batch 849], Speed: 219.382 samples/sec, LR=0.0005, WHL1=0.887, CenterRegL1=0.249, HeatmapFocal=7.368 [Epoch 1][Batch 859], Speed: 195.023 samples/sec, LR=0.0005, WHL1=0.885, CenterRegL1=0.249, HeatmapFocal=7.344 [Epoch 1][Batch 869], Speed: 213.097 samples/sec, LR=0.0005, WHL1=0.883, CenterRegL1=0.249, HeatmapFocal=7.321 [Epoch 1][Batch 879], Speed: 204.547 samples/sec, LR=0.0005, WHL1=0.882, CenterRegL1=0.249, HeatmapFocal=7.298 [Epoch 1][Batch 889], Speed: 213.630 samples/sec, LR=0.0005, WHL1=0.880, CenterRegL1=0.249, HeatmapFocal=7.275 [Epoch 1][Batch 899], Speed: 214.908 samples/sec, LR=0.0005, WHL1=0.878, CenterRegL1=0.249, HeatmapFocal=7.252 [Epoch 1][Batch 909], Speed: 208.524 samples/sec, LR=0.0005, WHL1=0.876, CenterRegL1=0.249, HeatmapFocal=7.230 [Epoch 1] Training cost: 565.163, WHL1=0.875, CenterRegL1=0.249, HeatmapFocal=7.216 [Epoch 2][Batch 9], Speed: 130.488 samples/sec, LR=0.0005, WHL1=0.673, CenterRegL1=0.248, HeatmapFocal=7.194 [Epoch 2][Batch 19], Speed: 195.558 samples/sec, LR=0.0005, WHL1=0.682, CenterRegL1=0.249, HeatmapFocal=7.172 [Epoch 2][Batch 29], Speed: 210.059 samples/sec, LR=0.0005, WHL1=0.685, CenterRegL1=0.248, HeatmapFocal=7.150 [Epoch 2][Batch 39], Speed: 224.471 samples/sec, LR=0.0005, WHL1=0.684, CenterRegL1=0.248, HeatmapFocal=7.129 [Epoch 2][Batch 49], Speed: 205.364 samples/sec, LR=0.0005, WHL1=0.680, CenterRegL1=0.248, HeatmapFocal=7.108 [Epoch 2][Batch 59], Speed: 221.854 samples/sec, LR=0.0005, WHL1=0.677, CenterRegL1=0.248, HeatmapFocal=7.086 [Epoch 2][Batch 69], Speed: 223.682 samples/sec, LR=0.0005, WHL1=0.677, CenterRegL1=0.248, HeatmapFocal=7.065 [Epoch 2][Batch 79], Speed: 197.931 samples/sec, LR=0.0005, WHL1=0.675, CenterRegL1=0.248, HeatmapFocal=7.045 [Epoch 2][Batch 89], Speed: 212.373 samples/sec, LR=0.0005, WHL1=0.674, CenterRegL1=0.248, HeatmapFocal=7.024 [Epoch 2][Batch 99], Speed: 218.823 samples/sec, LR=0.0005, WHL1=0.672, CenterRegL1=0.248, HeatmapFocal=7.004 [Epoch 2][Batch 109], Speed: 224.328 samples/sec, LR=0.0005, WHL1=0.671, CenterRegL1=0.248, HeatmapFocal=6.984 [Epoch 2][Batch 119], Speed: 223.776 samples/sec, LR=0.0005, WHL1=0.670, CenterRegL1=0.248, HeatmapFocal=6.964 [Epoch 2][Batch 129], Speed: 222.972 samples/sec, LR=0.0005, WHL1=0.671, CenterRegL1=0.248, HeatmapFocal=6.945 [Epoch 2][Batch 139], Speed: 224.246 samples/sec, LR=0.0005, WHL1=0.672, CenterRegL1=0.248, HeatmapFocal=6.925 [Epoch 2][Batch 149], Speed: 218.237 samples/sec, LR=0.0005, WHL1=0.671, CenterRegL1=0.248, HeatmapFocal=6.906 [Epoch 2][Batch 159], Speed: 208.140 samples/sec, LR=0.0005, WHL1=0.670, CenterRegL1=0.248, HeatmapFocal=6.887 [Epoch 2][Batch 169], Speed: 205.199 samples/sec, LR=0.0005, WHL1=0.669, CenterRegL1=0.248, HeatmapFocal=6.868 [Epoch 2][Batch 179], Speed: 208.896 samples/sec, LR=0.0005, WHL1=0.668, CenterRegL1=0.248, HeatmapFocal=6.849 [Epoch 2][Batch 189], Speed: 222.826 samples/sec, LR=0.0005, WHL1=0.666, CenterRegL1=0.248, HeatmapFocal=6.830 [Epoch 2][Batch 199], Speed: 214.962 samples/sec, LR=0.0005, WHL1=0.666, CenterRegL1=0.248, HeatmapFocal=6.812 [Epoch 2][Batch 209], Speed: 223.860 samples/sec, LR=0.0005, WHL1=0.665, CenterRegL1=0.248, HeatmapFocal=6.793 [Epoch 2][Batch 219], Speed: 223.982 samples/sec, LR=0.0005, WHL1=0.664, CenterRegL1=0.248, HeatmapFocal=6.775 [Epoch 2][Batch 229], Speed: 212.635 samples/sec, LR=0.0005, WHL1=0.664, CenterRegL1=0.248, HeatmapFocal=6.757 [Epoch 2][Batch 239], Speed: 216.272 samples/sec, LR=0.0005, WHL1=0.664, CenterRegL1=0.248, HeatmapFocal=6.739 [Epoch 2][Batch 249], Speed: 213.641 samples/sec, LR=0.0005, WHL1=0.665, CenterRegL1=0.248, HeatmapFocal=6.722 [Epoch 2][Batch 259], Speed: 223.188 samples/sec, LR=0.0005, WHL1=0.664, CenterRegL1=0.248, HeatmapFocal=6.704 [Epoch 2][Batch 269], Speed: 219.684 samples/sec, LR=0.0005, WHL1=0.663, CenterRegL1=0.248, HeatmapFocal=6.687 [Epoch 2][Batch 279], Speed: 214.158 samples/sec, LR=0.0005, WHL1=0.663, CenterRegL1=0.248, HeatmapFocal=6.670 [Epoch 2][Batch 289], Speed: 209.549 samples/sec, LR=0.0005, WHL1=0.661, CenterRegL1=0.248, HeatmapFocal=6.652 [Epoch 2][Batch 299], Speed: 203.706 samples/sec, LR=0.0005, WHL1=0.660, CenterRegL1=0.248, HeatmapFocal=6.635 [Epoch 2][Batch 309], Speed: 222.935 samples/sec, LR=0.0005, WHL1=0.659, CenterRegL1=0.248, HeatmapFocal=6.619 [Epoch 2][Batch 319], Speed: 228.534 samples/sec, LR=0.0005, WHL1=0.658, CenterRegL1=0.248, HeatmapFocal=6.602 [Epoch 2][Batch 329], Speed: 199.391 samples/sec, LR=0.0005, WHL1=0.657, CenterRegL1=0.248, HeatmapFocal=6.585 [Epoch 2][Batch 339], Speed: 223.038 samples/sec, LR=0.0005, WHL1=0.657, CenterRegL1=0.248, HeatmapFocal=6.569 [Epoch 2][Batch 349], Speed: 208.489 samples/sec, LR=0.0005, WHL1=0.656, CenterRegL1=0.248, HeatmapFocal=6.553 [Epoch 2][Batch 359], Speed: 210.937 samples/sec, LR=0.0005, WHL1=0.655, CenterRegL1=0.248, HeatmapFocal=6.537 [Epoch 2][Batch 369], Speed: 230.572 samples/sec, LR=0.0005, WHL1=0.655, CenterRegL1=0.248, HeatmapFocal=6.521 [Epoch 2][Batch 379], Speed: 200.675 samples/sec, LR=0.0005, WHL1=0.654, CenterRegL1=0.248, HeatmapFocal=6.505 [Epoch 2][Batch 389], Speed: 227.762 samples/sec, LR=0.0005, WHL1=0.654, CenterRegL1=0.248, HeatmapFocal=6.490 [Epoch 2][Batch 399], Speed: 223.192 samples/sec, LR=0.0005, WHL1=0.653, CenterRegL1=0.248, HeatmapFocal=6.474 [Epoch 2][Batch 409], Speed: 214.732 samples/sec, LR=0.0005, WHL1=0.652, CenterRegL1=0.248, HeatmapFocal=6.459 [Epoch 2][Batch 419], Speed: 207.256 samples/sec, LR=0.0005, WHL1=0.652, CenterRegL1=0.248, HeatmapFocal=6.443 [Epoch 2][Batch 429], Speed: 203.496 samples/sec, LR=0.0005, WHL1=0.651, CenterRegL1=0.248, HeatmapFocal=6.428 [Epoch 2][Batch 439], Speed: 228.390 samples/sec, LR=0.0005, WHL1=0.650, CenterRegL1=0.248, HeatmapFocal=6.413 [Epoch 2][Batch 449], Speed: 207.061 samples/sec, LR=0.0005, WHL1=0.649, CenterRegL1=0.248, HeatmapFocal=6.398 [Epoch 2][Batch 459], Speed: 220.207 samples/sec, LR=0.0005, WHL1=0.648, CenterRegL1=0.248, HeatmapFocal=6.383 [Epoch 2][Batch 469], Speed: 189.783 samples/sec, LR=0.0005, WHL1=0.648, CenterRegL1=0.248, HeatmapFocal=6.369 [Epoch 2][Batch 479], Speed: 211.640 samples/sec, LR=0.0005, WHL1=0.647, CenterRegL1=0.248, HeatmapFocal=6.354 [Epoch 2][Batch 489], Speed: 205.024 samples/sec, LR=0.0005, WHL1=0.647, CenterRegL1=0.248, HeatmapFocal=6.340 [Epoch 2][Batch 499], Speed: 232.734 samples/sec, LR=0.0005, WHL1=0.646, CenterRegL1=0.247, HeatmapFocal=6.325 [Epoch 2][Batch 509], Speed: 205.960 samples/sec, LR=0.0005, WHL1=0.645, CenterRegL1=0.247, HeatmapFocal=6.311 [Epoch 2][Batch 519], Speed: 206.693 samples/sec, LR=0.0005, WHL1=0.645, CenterRegL1=0.247, HeatmapFocal=6.297 [Epoch 2][Batch 529], Speed: 196.000 samples/sec, LR=0.0005, WHL1=0.644, CenterRegL1=0.247, HeatmapFocal=6.282 [Epoch 2][Batch 539], Speed: 204.896 samples/sec, LR=0.0005, WHL1=0.643, CenterRegL1=0.247, HeatmapFocal=6.269 [Epoch 2][Batch 549], Speed: 205.589 samples/sec, LR=0.0005, WHL1=0.643, CenterRegL1=0.247, HeatmapFocal=6.255 [Epoch 2][Batch 559], Speed: 214.263 samples/sec, LR=0.0005, WHL1=0.642, CenterRegL1=0.247, HeatmapFocal=6.241 [Epoch 2][Batch 569], Speed: 207.750 samples/sec, LR=0.0005, WHL1=0.642, CenterRegL1=0.247, HeatmapFocal=6.227 [Epoch 2][Batch 579], Speed: 201.372 samples/sec, LR=0.0005, WHL1=0.642, CenterRegL1=0.247, HeatmapFocal=6.214 [Epoch 2][Batch 589], Speed: 199.051 samples/sec, LR=0.0005, WHL1=0.641, CenterRegL1=0.247, HeatmapFocal=6.200 [Epoch 2][Batch 599], Speed: 194.923 samples/sec, LR=0.0005, WHL1=0.640, CenterRegL1=0.247, HeatmapFocal=6.187 [Epoch 2][Batch 609], Speed: 214.170 samples/sec, LR=0.0005, WHL1=0.640, CenterRegL1=0.247, HeatmapFocal=6.174 [Epoch 2][Batch 619], Speed: 223.350 samples/sec, LR=0.0005, WHL1=0.639, CenterRegL1=0.247, HeatmapFocal=6.160 [Epoch 2][Batch 629], Speed: 228.610 samples/sec, LR=0.0005, WHL1=0.638, CenterRegL1=0.247, HeatmapFocal=6.147 [Epoch 2][Batch 639], Speed: 202.431 samples/sec, LR=0.0005, WHL1=0.638, CenterRegL1=0.247, HeatmapFocal=6.134 [Epoch 2][Batch 649], Speed: 208.159 samples/sec, LR=0.0005, WHL1=0.637, CenterRegL1=0.247, HeatmapFocal=6.121 [Epoch 2][Batch 659], Speed: 217.671 samples/sec, LR=0.0005, WHL1=0.637, CenterRegL1=0.247, HeatmapFocal=6.109 [Epoch 2][Batch 669], Speed: 211.794 samples/sec, LR=0.0005, WHL1=0.636, CenterRegL1=0.247, HeatmapFocal=6.096 [Epoch 2][Batch 679], Speed: 210.638 samples/sec, LR=0.0005, WHL1=0.636, CenterRegL1=0.247, HeatmapFocal=6.083 [Epoch 2][Batch 689], Speed: 208.491 samples/sec, LR=0.0005, WHL1=0.635, CenterRegL1=0.247, HeatmapFocal=6.070 [Epoch 2][Batch 699], Speed: 208.133 samples/sec, LR=0.0005, WHL1=0.635, CenterRegL1=0.247, HeatmapFocal=6.058 [Epoch 2][Batch 709], Speed: 204.402 samples/sec, LR=0.0005, WHL1=0.634, CenterRegL1=0.247, HeatmapFocal=6.046 [Epoch 2][Batch 719], Speed: 209.234 samples/sec, LR=0.0005, WHL1=0.633, CenterRegL1=0.247, HeatmapFocal=6.033 [Epoch 2][Batch 729], Speed: 212.737 samples/sec, LR=0.0005, WHL1=0.633, CenterRegL1=0.247, HeatmapFocal=6.021 [Epoch 2][Batch 739], Speed: 223.512 samples/sec, LR=0.0005, WHL1=0.632, CenterRegL1=0.247, HeatmapFocal=6.009 [Epoch 2][Batch 749], Speed: 217.696 samples/sec, LR=0.0005, WHL1=0.632, CenterRegL1=0.247, HeatmapFocal=5.997 [Epoch 2][Batch 759], Speed: 201.744 samples/sec, LR=0.0005, WHL1=0.631, CenterRegL1=0.247, HeatmapFocal=5.985 [Epoch 2][Batch 769], Speed: 194.560 samples/sec, LR=0.0005, WHL1=0.631, CenterRegL1=0.247, HeatmapFocal=5.973 [Epoch 2][Batch 779], Speed: 213.845 samples/sec, LR=0.0005, WHL1=0.630, CenterRegL1=0.247, HeatmapFocal=5.962 [Epoch 2][Batch 789], Speed: 221.564 samples/sec, LR=0.0005, WHL1=0.630, CenterRegL1=0.247, HeatmapFocal=5.950 [Epoch 2][Batch 799], Speed: 233.524 samples/sec, LR=0.0005, WHL1=0.629, CenterRegL1=0.247, HeatmapFocal=5.938 [Epoch 2][Batch 809], Speed: 212.279 samples/sec, LR=0.0005, WHL1=0.629, CenterRegL1=0.247, HeatmapFocal=5.926 [Epoch 2][Batch 819], Speed: 194.119 samples/sec, LR=0.0005, WHL1=0.628, CenterRegL1=0.247, HeatmapFocal=5.915 [Epoch 2][Batch 829], Speed: 229.307 samples/sec, LR=0.0005, WHL1=0.628, CenterRegL1=0.247, HeatmapFocal=5.903 [Epoch 2][Batch 839], Speed: 213.552 samples/sec, LR=0.0005, WHL1=0.627, CenterRegL1=0.247, HeatmapFocal=5.892 [Epoch 2][Batch 849], Speed: 230.222 samples/sec, LR=0.0005, WHL1=0.627, CenterRegL1=0.247, HeatmapFocal=5.881 [Epoch 2][Batch 859], Speed: 211.654 samples/sec, LR=0.0005, WHL1=0.626, CenterRegL1=0.247, HeatmapFocal=5.870 [Epoch 2][Batch 869], Speed: 208.469 samples/sec, LR=0.0005, WHL1=0.626, CenterRegL1=0.247, HeatmapFocal=5.858 [Epoch 2][Batch 879], Speed: 208.264 samples/sec, LR=0.0005, WHL1=0.625, CenterRegL1=0.247, HeatmapFocal=5.847 [Epoch 2][Batch 889], Speed: 209.649 samples/sec, LR=0.0005, WHL1=0.625, CenterRegL1=0.247, HeatmapFocal=5.836 [Epoch 2][Batch 899], Speed: 230.421 samples/sec, LR=0.0005, WHL1=0.625, CenterRegL1=0.247, HeatmapFocal=5.826 [Epoch 2][Batch 909], Speed: 231.556 samples/sec, LR=0.0005, WHL1=0.624, CenterRegL1=0.247, HeatmapFocal=5.815 [Epoch 2] Training cost: 567.350, WHL1=0.624, CenterRegL1=0.247, HeatmapFocal=5.808 [Epoch 3][Batch 9], Speed: 138.022 samples/sec, LR=0.0005, WHL1=0.573, CenterRegL1=0.246, HeatmapFocal=5.798 [Epoch 3][Batch 19], Speed: 196.594 samples/sec, LR=0.0005, WHL1=0.576, CenterRegL1=0.247, HeatmapFocal=5.787 [Epoch 3][Batch 29], Speed: 204.770 samples/sec, LR=0.0005, WHL1=0.572, CenterRegL1=0.247, HeatmapFocal=5.776 [Epoch 3][Batch 39], Speed: 218.308 samples/sec, LR=0.0005, WHL1=0.574, CenterRegL1=0.246, HeatmapFocal=5.766 [Epoch 3][Batch 49], Speed: 189.930 samples/sec, LR=0.0005, WHL1=0.574, CenterRegL1=0.246, HeatmapFocal=5.755 [Epoch 3][Batch 59], Speed: 207.574 samples/sec, LR=0.0005, WHL1=0.572, CenterRegL1=0.247, HeatmapFocal=5.745 [Epoch 3][Batch 69], Speed: 209.709 samples/sec, LR=0.0005, WHL1=0.573, CenterRegL1=0.247, HeatmapFocal=5.735 [Epoch 3][Batch 79], Speed: 212.963 samples/sec, LR=0.0005, WHL1=0.572, CenterRegL1=0.246, HeatmapFocal=5.724 [Epoch 3][Batch 89], Speed: 220.868 samples/sec, LR=0.0005, WHL1=0.569, CenterRegL1=0.246, HeatmapFocal=5.714 [Epoch 3][Batch 99], Speed: 215.263 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.704 [Epoch 3][Batch 109], Speed: 217.122 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.694 [Epoch 3][Batch 119], Speed: 216.594 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.684 [Epoch 3][Batch 129], Speed: 201.359 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.674 [Epoch 3][Batch 139], Speed: 218.302 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.664 [Epoch 3][Batch 149], Speed: 218.204 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.654 [Epoch 3][Batch 159], Speed: 217.953 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.644 [Epoch 3][Batch 169], Speed: 213.901 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.634 [Epoch 3][Batch 179], Speed: 212.595 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.624 [Epoch 3][Batch 189], Speed: 205.067 samples/sec, LR=0.0005, WHL1=0.569, CenterRegL1=0.246, HeatmapFocal=5.615 [Epoch 3][Batch 199], Speed: 210.541 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.605 [Epoch 3][Batch 209], Speed: 219.492 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.596 [Epoch 3][Batch 219], Speed: 209.641 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.586 [Epoch 3][Batch 229], Speed: 222.554 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.577 [Epoch 3][Batch 239], Speed: 200.389 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.567 [Epoch 3][Batch 249], Speed: 207.871 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.558 [Epoch 3][Batch 259], Speed: 219.595 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.549 [Epoch 3][Batch 269], Speed: 226.382 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.540 [Epoch 3][Batch 279], Speed: 200.196 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.530 [Epoch 3][Batch 289], Speed: 220.880 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.521 [Epoch 3][Batch 299], Speed: 200.750 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.512 [Epoch 3][Batch 309], Speed: 200.959 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.503 [Epoch 3][Batch 319], Speed: 220.138 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.494 [Epoch 3][Batch 329], Speed: 229.716 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.485 [Epoch 3][Batch 339], Speed: 224.620 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.477 [Epoch 3][Batch 349], Speed: 219.747 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.468 [Epoch 3][Batch 359], Speed: 204.355 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.459 [Epoch 3][Batch 369], Speed: 204.254 samples/sec, LR=0.0005, WHL1=0.569, CenterRegL1=0.246, HeatmapFocal=5.451 [Epoch 3][Batch 379], Speed: 220.784 samples/sec, LR=0.0005, WHL1=0.569, CenterRegL1=0.246, HeatmapFocal=5.442 [Epoch 3][Batch 389], Speed: 224.493 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.433 [Epoch 3][Batch 399], Speed: 220.206 samples/sec, LR=0.0005, WHL1=0.568, CenterRegL1=0.246, HeatmapFocal=5.425 [Epoch 3][Batch 409], Speed: 224.031 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.416 [Epoch 3][Batch 419], Speed: 206.123 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.407 [Epoch 3][Batch 429], Speed: 205.614 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.399 [Epoch 3][Batch 439], Speed: 220.030 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.390 [Epoch 3][Batch 449], Speed: 216.364 samples/sec, LR=0.0005, WHL1=0.566, CenterRegL1=0.246, HeatmapFocal=5.382 [Epoch 3][Batch 459], Speed: 217.159 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.374 [Epoch 3][Batch 469], Speed: 228.541 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.366 [Epoch 3][Batch 479], Speed: 205.306 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.357 [Epoch 3][Batch 489], Speed: 199.288 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.349 [Epoch 3][Batch 499], Speed: 206.856 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.341 [Epoch 3][Batch 509], Speed: 227.305 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.333 [Epoch 3][Batch 519], Speed: 212.040 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.325 [Epoch 3][Batch 529], Speed: 228.068 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.317 [Epoch 3][Batch 539], Speed: 210.099 samples/sec, LR=0.0005, WHL1=0.567, CenterRegL1=0.246, HeatmapFocal=5.309 [Epoch 3][Batch 549], Speed: 203.544 samples/sec, LR=0.0005, WHL1=0.566, CenterRegL1=0.246, HeatmapFocal=5.301 [Epoch 3][Batch 559], Speed: 211.081 samples/sec, LR=0.0005, WHL1=0.566, CenterRegL1=0.246, HeatmapFocal=5.293 [Epoch 3][Batch 569], Speed: 227.371 samples/sec, LR=0.0005, WHL1=0.566, CenterRegL1=0.246, HeatmapFocal=5.285 [Epoch 3][Batch 579], Speed: 195.672 samples/sec, LR=0.0005, WHL1=0.566, CenterRegL1=0.246, HeatmapFocal=5.278 [Epoch 3][Batch 589], Speed: 218.671 samples/sec, LR=0.0005, WHL1=0.565, CenterRegL1=0.245, HeatmapFocal=5.270 [Epoch 3][Batch 599], Speed: 198.042 samples/sec, LR=0.0005, WHL1=0.565, CenterRegL1=0.245, HeatmapFocal=5.262 [Epoch 3][Batch 609], Speed: 199.588 samples/sec, LR=0.0005, WHL1=0.565, CenterRegL1=0.246, HeatmapFocal=5.254 [Epoch 3][Batch 619], Speed: 215.624 samples/sec, LR=0.0005, WHL1=0.565, CenterRegL1=0.246, HeatmapFocal=5.247 [Epoch 3][Batch 629], Speed: 231.458 samples/sec, LR=0.0005, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.239 [Epoch 3][Batch 639], Speed: 218.778 samples/sec, LR=0.0005, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.231 [Epoch 3][Batch 649], Speed: 220.033 samples/sec, LR=0.0005, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.224 [Epoch 3][Batch 659], Speed: 224.502 samples/sec, LR=0.0005, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.216 [Epoch 3][Batch 669], Speed: 197.618 samples/sec, LR=0.0005, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.209 [Epoch 3][Batch 679], Speed: 211.049 samples/sec, LR=0.0005, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.201 [Epoch 3][Batch 689], Speed: 225.289 samples/sec, LR=0.0005, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.194 [Epoch 3][Batch 699], Speed: 200.189 samples/sec, LR=0.0005, WHL1=0.563, CenterRegL1=0.246, HeatmapFocal=5.186 [Epoch 3][Batch 709], Speed: 216.114 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.179 [Epoch 3][Batch 719], Speed: 211.645 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.172 [Epoch 3][Batch 729], Speed: 207.719 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.246, HeatmapFocal=5.165 [Epoch 3][Batch 739], Speed: 201.370 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.157 [Epoch 3][Batch 749], Speed: 231.869 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.246, HeatmapFocal=5.150 [Epoch 3][Batch 759], Speed: 213.899 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.246, HeatmapFocal=5.143 [Epoch 3][Batch 769], Speed: 226.398 samples/sec, LR=0.0005, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.136 [Epoch 3][Batch 779], Speed: 214.845 samples/sec, LR=0.0005, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.129 [Epoch 3][Batch 789], Speed: 207.827 samples/sec, LR=0.0005, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.122 [Epoch 3][Batch 799], Speed: 210.724 samples/sec, LR=0.0005, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.115 [Epoch 3][Batch 809], Speed: 214.686 samples/sec, LR=0.0005, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.108 [Epoch 3][Batch 819], Speed: 217.890 samples/sec, LR=0.0005, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.101 [Epoch 3][Batch 829], Speed: 213.135 samples/sec, LR=0.0005, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.094 [Epoch 3][Batch 839], Speed: 213.159 samples/sec, LR=0.0005, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.087 [Epoch 3][Batch 849], Speed: 208.378 samples/sec, LR=0.0005, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.080 [Epoch 3][Batch 859], Speed: 211.325 samples/sec, LR=0.0005, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.074 [Epoch 3][Batch 869], Speed: 218.458 samples/sec, LR=0.0005, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.067 [Epoch 3][Batch 879], Speed: 224.229 samples/sec, LR=0.0005, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.060 [Epoch 3][Batch 889], Speed: 207.436 samples/sec, LR=0.0005, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.053 [Epoch 3][Batch 899], Speed: 210.340 samples/sec, LR=0.0005, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.046 [Epoch 3][Batch 909], Speed: 190.321 samples/sec, LR=0.0005, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.040 [Epoch 3] Training cost: 566.200, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.036 [Epoch 4][Batch 9], Speed: 152.492 samples/sec, LR=0.0005, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.029 [Epoch 4][Batch 19], Speed: 208.698 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=5.023 [Epoch 4][Batch 29], Speed: 228.820 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=5.016 [Epoch 4][Batch 39], Speed: 214.338 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=5.009 [Epoch 4][Batch 49], Speed: 207.567 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=5.003 [Epoch 4][Batch 59], Speed: 220.032 samples/sec, LR=0.0005, WHL1=0.536, CenterRegL1=0.245, HeatmapFocal=4.997 [Epoch 4][Batch 69], Speed: 225.929 samples/sec, LR=0.0005, WHL1=0.537, CenterRegL1=0.245, HeatmapFocal=4.990 [Epoch 4][Batch 79], Speed: 227.675 samples/sec, LR=0.0005, WHL1=0.535, CenterRegL1=0.245, HeatmapFocal=4.984 [Epoch 4][Batch 89], Speed: 219.673 samples/sec, LR=0.0005, WHL1=0.535, CenterRegL1=0.245, HeatmapFocal=4.977 [Epoch 4][Batch 99], Speed: 216.266 samples/sec, LR=0.0005, WHL1=0.534, CenterRegL1=0.245, HeatmapFocal=4.971 [Epoch 4][Batch 109], Speed: 215.726 samples/sec, LR=0.0005, WHL1=0.534, CenterRegL1=0.245, HeatmapFocal=4.965 [Epoch 4][Batch 119], Speed: 210.950 samples/sec, LR=0.0005, WHL1=0.536, CenterRegL1=0.245, HeatmapFocal=4.958 [Epoch 4][Batch 129], Speed: 215.558 samples/sec, LR=0.0005, WHL1=0.535, CenterRegL1=0.245, HeatmapFocal=4.952 [Epoch 4][Batch 139], Speed: 232.228 samples/sec, LR=0.0005, WHL1=0.535, CenterRegL1=0.245, HeatmapFocal=4.946 [Epoch 4][Batch 149], Speed: 197.593 samples/sec, LR=0.0005, WHL1=0.535, CenterRegL1=0.245, HeatmapFocal=4.940 [Epoch 4][Batch 159], Speed: 203.223 samples/sec, LR=0.0005, WHL1=0.536, CenterRegL1=0.245, HeatmapFocal=4.934 [Epoch 4][Batch 169], Speed: 210.675 samples/sec, LR=0.0005, WHL1=0.536, CenterRegL1=0.245, HeatmapFocal=4.927 [Epoch 4][Batch 179], Speed: 233.042 samples/sec, LR=0.0005, WHL1=0.535, CenterRegL1=0.245, HeatmapFocal=4.921 [Epoch 4][Batch 189], Speed: 213.835 samples/sec, LR=0.0005, WHL1=0.534, CenterRegL1=0.245, HeatmapFocal=4.915 [Epoch 4][Batch 199], Speed: 227.007 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.909 [Epoch 4][Batch 209], Speed: 215.249 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.903 [Epoch 4][Batch 219], Speed: 225.180 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.897 [Epoch 4][Batch 229], Speed: 208.589 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.890 [Epoch 4][Batch 239], Speed: 219.244 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.885 [Epoch 4][Batch 249], Speed: 215.103 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.879 [Epoch 4][Batch 259], Speed: 223.564 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.873 [Epoch 4][Batch 269], Speed: 198.026 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.867 [Epoch 4][Batch 279], Speed: 215.722 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=4.861 [Epoch 4][Batch 289], Speed: 208.046 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=4.855 [Epoch 4][Batch 299], Speed: 234.215 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=4.849 [Epoch 4][Batch 309], Speed: 210.138 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=4.843 [Epoch 4][Batch 319], Speed: 213.372 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=4.838 [Epoch 4][Batch 329], Speed: 202.160 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.832 [Epoch 4][Batch 339], Speed: 203.874 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.826 [Epoch 4][Batch 349], Speed: 217.744 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.821 [Epoch 4][Batch 359], Speed: 207.845 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.815 [Epoch 4][Batch 369], Speed: 194.849 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.809 [Epoch 4][Batch 379], Speed: 229.052 samples/sec, LR=0.0005, WHL1=0.533, CenterRegL1=0.245, HeatmapFocal=4.804 [Epoch 4][Batch 389], Speed: 212.447 samples/sec, LR=0.0005, WHL1=0.532, CenterRegL1=0.245, HeatmapFocal=4.798 [Epoch 4][Batch 399], Speed: 211.338 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.793 [Epoch 4][Batch 409], Speed: 189.306 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.787 [Epoch 4][Batch 419], Speed: 216.788 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.781 [Epoch 4][Batch 429], Speed: 207.670 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.776 [Epoch 4][Batch 439], Speed: 205.775 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.771 [Epoch 4][Batch 449], Speed: 213.794 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.245, HeatmapFocal=4.765 [Epoch 4][Batch 459], Speed: 206.318 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.245, HeatmapFocal=4.760 [Epoch 4][Batch 469], Speed: 221.245 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.754 [Epoch 4][Batch 479], Speed: 231.522 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.749 [Epoch 4][Batch 489], Speed: 201.993 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.744 [Epoch 4][Batch 499], Speed: 220.459 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.738 [Epoch 4][Batch 509], Speed: 202.943 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.733 [Epoch 4][Batch 519], Speed: 205.058 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.728 [Epoch 4][Batch 529], Speed: 219.928 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.722 [Epoch 4][Batch 539], Speed: 230.053 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.717 [Epoch 4][Batch 549], Speed: 194.168 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.712 [Epoch 4][Batch 559], Speed: 229.152 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.706 [Epoch 4][Batch 569], Speed: 210.215 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.701 [Epoch 4][Batch 579], Speed: 197.786 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.245, HeatmapFocal=4.696 [Epoch 4][Batch 589], Speed: 227.374 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.691 [Epoch 4][Batch 599], Speed: 231.328 samples/sec, LR=0.0005, WHL1=0.531, CenterRegL1=0.244, HeatmapFocal=4.686 [Epoch 4][Batch 609], Speed: 207.989 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.681 [Epoch 4][Batch 619], Speed: 227.642 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.676 [Epoch 4][Batch 629], Speed: 213.073 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.671 [Epoch 4][Batch 639], Speed: 202.807 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.666 [Epoch 4][Batch 649], Speed: 222.544 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.661 [Epoch 4][Batch 659], Speed: 217.214 samples/sec, LR=0.0005, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=4.656 [Epoch 4][Batch 669], Speed: 198.333 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.651 [Epoch 4][Batch 679], Speed: 215.969 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.245, HeatmapFocal=4.646 [Epoch 4][Batch 689], Speed: 214.138 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.641 [Epoch 4][Batch 699], Speed: 186.331 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.636 [Epoch 4][Batch 709], Speed: 213.553 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.631 [Epoch 4][Batch 719], Speed: 227.528 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.626 [Epoch 4][Batch 729], Speed: 209.682 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.621 [Epoch 4][Batch 739], Speed: 212.802 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.616 [Epoch 4][Batch 749], Speed: 208.431 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.612 [Epoch 4][Batch 759], Speed: 209.333 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.607 [Epoch 4][Batch 769], Speed: 214.586 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.602 [Epoch 4][Batch 779], Speed: 223.896 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.597 [Epoch 4][Batch 789], Speed: 201.825 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.593 [Epoch 4][Batch 799], Speed: 232.551 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.588 [Epoch 4][Batch 809], Speed: 205.616 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.583 [Epoch 4][Batch 819], Speed: 196.869 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.579 [Epoch 4][Batch 829], Speed: 211.381 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.574 [Epoch 4][Batch 839], Speed: 226.166 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.569 [Epoch 4][Batch 849], Speed: 226.960 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.564 [Epoch 4][Batch 859], Speed: 215.879 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.560 [Epoch 4][Batch 869], Speed: 213.392 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.555 [Epoch 4][Batch 879], Speed: 227.338 samples/sec, LR=0.0005, WHL1=0.529, CenterRegL1=0.244, HeatmapFocal=4.550 [Epoch 4][Batch 889], Speed: 226.470 samples/sec, LR=0.0005, WHL1=0.528, CenterRegL1=0.244, HeatmapFocal=4.546 [Epoch 4][Batch 899], Speed: 230.097 samples/sec, LR=0.0005, WHL1=0.528, CenterRegL1=0.244, HeatmapFocal=4.541 [Epoch 4][Batch 909], Speed: 217.826 samples/sec, LR=0.0005, WHL1=0.528, CenterRegL1=0.244, HeatmapFocal=4.537 [Epoch 4] Training cost: 567.368, WHL1=0.528, CenterRegL1=0.244, HeatmapFocal=4.534 [Epoch 5][Batch 9], Speed: 141.451 samples/sec, LR=0.0005, WHL1=0.501, CenterRegL1=0.244, HeatmapFocal=4.529 [Epoch 5][Batch 19], Speed: 209.180 samples/sec, LR=0.0005, WHL1=0.511, CenterRegL1=0.245, HeatmapFocal=4.525 [Epoch 5][Batch 29], Speed: 213.049 samples/sec, LR=0.0005, WHL1=0.513, CenterRegL1=0.244, HeatmapFocal=4.520 [Epoch 5][Batch 39], Speed: 229.990 samples/sec, LR=0.0005, WHL1=0.519, CenterRegL1=0.244, HeatmapFocal=4.516 [Epoch 5][Batch 49], Speed: 204.389 samples/sec, LR=0.0005, WHL1=0.519, CenterRegL1=0.244, HeatmapFocal=4.511 [Epoch 5][Batch 59], Speed: 209.609 samples/sec, LR=0.0005, WHL1=0.514, CenterRegL1=0.244, HeatmapFocal=4.507 [Epoch 5][Batch 69], Speed: 203.302 samples/sec, LR=0.0005, WHL1=0.512, CenterRegL1=0.244, HeatmapFocal=4.502 [Epoch 5][Batch 79], Speed: 204.593 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.497 [Epoch 5][Batch 89], Speed: 234.668 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.493 [Epoch 5][Batch 99], Speed: 208.007 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.489 [Epoch 5][Batch 109], Speed: 210.242 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.484 [Epoch 5][Batch 119], Speed: 228.412 samples/sec, LR=0.0005, WHL1=0.510, CenterRegL1=0.244, HeatmapFocal=4.480 [Epoch 5][Batch 129], Speed: 200.604 samples/sec, LR=0.0005, WHL1=0.510, CenterRegL1=0.244, HeatmapFocal=4.476 [Epoch 5][Batch 139], Speed: 223.710 samples/sec, LR=0.0005, WHL1=0.510, CenterRegL1=0.244, HeatmapFocal=4.471 [Epoch 5][Batch 149], Speed: 213.580 samples/sec, LR=0.0005, WHL1=0.510, CenterRegL1=0.244, HeatmapFocal=4.467 [Epoch 5][Batch 159], Speed: 206.023 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.463 [Epoch 5][Batch 169], Speed: 218.492 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.458 [Epoch 5][Batch 179], Speed: 211.816 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.454 [Epoch 5][Batch 189], Speed: 227.310 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.450 [Epoch 5][Batch 199], Speed: 214.262 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.445 [Epoch 5][Batch 209], Speed: 221.114 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.441 [Epoch 5][Batch 219], Speed: 232.887 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.437 [Epoch 5][Batch 229], Speed: 226.427 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.433 [Epoch 5][Batch 239], Speed: 204.065 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.429 [Epoch 5][Batch 249], Speed: 210.989 samples/sec, LR=0.0005, WHL1=0.510, CenterRegL1=0.244, HeatmapFocal=4.424 [Epoch 5][Batch 259], Speed: 205.065 samples/sec, LR=0.0005, WHL1=0.510, CenterRegL1=0.244, HeatmapFocal=4.420 [Epoch 5][Batch 269], Speed: 219.382 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.416 [Epoch 5][Batch 279], Speed: 203.815 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.412 [Epoch 5][Batch 289], Speed: 225.449 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.408 [Epoch 5][Batch 299], Speed: 213.159 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.404 [Epoch 5][Batch 309], Speed: 227.012 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.400 [Epoch 5][Batch 319], Speed: 203.156 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.396 [Epoch 5][Batch 329], Speed: 214.157 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.391 [Epoch 5][Batch 339], Speed: 222.372 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.387 [Epoch 5][Batch 349], Speed: 222.513 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.383 [Epoch 5][Batch 359], Speed: 205.533 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.379 [Epoch 5][Batch 369], Speed: 224.324 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.375 [Epoch 5][Batch 379], Speed: 208.409 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.371 [Epoch 5][Batch 389], Speed: 210.862 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.367 [Epoch 5][Batch 399], Speed: 206.259 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.363 [Epoch 5][Batch 409], Speed: 230.464 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.359 [Epoch 5][Batch 419], Speed: 217.099 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.355 [Epoch 5][Batch 429], Speed: 207.516 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.351 [Epoch 5][Batch 439], Speed: 211.963 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.348 [Epoch 5][Batch 449], Speed: 221.648 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.344 [Epoch 5][Batch 459], Speed: 227.407 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.340 [Epoch 5][Batch 469], Speed: 227.700 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.336 [Epoch 5][Batch 479], Speed: 221.753 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.332 [Epoch 5][Batch 489], Speed: 199.880 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.328 [Epoch 5][Batch 499], Speed: 188.484 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.325 [Epoch 5][Batch 509], Speed: 202.288 samples/sec, LR=0.0005, WHL1=0.509, CenterRegL1=0.244, HeatmapFocal=4.321 [Epoch 5][Batch 519], Speed: 222.314 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.317 [Epoch 5][Batch 529], Speed: 229.827 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.313 [Epoch 5][Batch 539], Speed: 205.660 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.309 [Epoch 5][Batch 549], Speed: 201.122 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.306 [Epoch 5][Batch 559], Speed: 213.109 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.302 [Epoch 5][Batch 569], Speed: 221.349 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.298 [Epoch 5][Batch 579], Speed: 222.463 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.294 [Epoch 5][Batch 589], Speed: 233.489 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.291 [Epoch 5][Batch 599], Speed: 207.982 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.287 [Epoch 5][Batch 609], Speed: 195.181 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.283 [Epoch 5][Batch 619], Speed: 208.411 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.280 [Epoch 5][Batch 629], Speed: 217.706 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.276 [Epoch 5][Batch 639], Speed: 219.772 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.272 [Epoch 5][Batch 649], Speed: 229.851 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.269 [Epoch 5][Batch 659], Speed: 212.866 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.265 [Epoch 5][Batch 669], Speed: 196.947 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.261 [Epoch 5][Batch 679], Speed: 206.006 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.258 [Epoch 5][Batch 689], Speed: 224.718 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.254 [Epoch 5][Batch 699], Speed: 206.925 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.251 [Epoch 5][Batch 709], Speed: 216.689 samples/sec, LR=0.0005, WHL1=0.508, CenterRegL1=0.244, HeatmapFocal=4.247 [Epoch 5][Batch 719], Speed: 230.427 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.244 [Epoch 5][Batch 729], Speed: 194.593 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.240 [Epoch 5][Batch 739], Speed: 191.338 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.236 [Epoch 5][Batch 749], Speed: 202.520 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.233 [Epoch 5][Batch 759], Speed: 216.804 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.229 [Epoch 5][Batch 769], Speed: 221.859 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.226 [Epoch 5][Batch 779], Speed: 226.414 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.223 [Epoch 5][Batch 789], Speed: 200.921 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.219 [Epoch 5][Batch 799], Speed: 221.270 samples/sec, LR=0.0005, WHL1=0.507, CenterRegL1=0.244, HeatmapFocal=4.216 [Epoch 5][Batch 809], Speed: 209.903 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.212 [Epoch 5][Batch 819], Speed: 209.510 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.209 [Epoch 5][Batch 829], Speed: 209.091 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.205 [Epoch 5][Batch 839], Speed: 237.139 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.202 [Epoch 5][Batch 849], Speed: 213.357 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.199 [Epoch 5][Batch 859], Speed: 212.130 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.195 [Epoch 5][Batch 869], Speed: 213.474 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.192 [Epoch 5][Batch 879], Speed: 211.717 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.188 [Epoch 5][Batch 889], Speed: 235.109 samples/sec, LR=0.0005, WHL1=0.506, CenterRegL1=0.244, HeatmapFocal=4.185 [Epoch 5][Batch 899], Speed: 216.901 samples/sec, LR=0.0005, WHL1=0.505, CenterRegL1=0.244, HeatmapFocal=4.182 [Epoch 5][Batch 909], Speed: 192.969 samples/sec, LR=0.0005, WHL1=0.505, CenterRegL1=0.244, HeatmapFocal=4.178 [Epoch 5] Training cost: 569.200, WHL1=0.505, CenterRegL1=0.244, HeatmapFocal=4.176 [Epoch 6][Batch 9], Speed: 134.567 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=4.173 [Epoch 6][Batch 19], Speed: 207.144 samples/sec, LR=0.0005, WHL1=0.482, CenterRegL1=0.242, HeatmapFocal=4.169 [Epoch 6][Batch 29], Speed: 199.433 samples/sec, LR=0.0005, WHL1=0.481, CenterRegL1=0.242, HeatmapFocal=4.166 [Epoch 6][Batch 39], Speed: 213.751 samples/sec, LR=0.0005, WHL1=0.477, CenterRegL1=0.242, HeatmapFocal=4.163 [Epoch 6][Batch 49], Speed: 197.304 samples/sec, LR=0.0005, WHL1=0.485, CenterRegL1=0.243, HeatmapFocal=4.159 [Epoch 6][Batch 59], Speed: 215.617 samples/sec, LR=0.0005, WHL1=0.485, CenterRegL1=0.243, HeatmapFocal=4.156 [Epoch 6][Batch 69], Speed: 218.208 samples/sec, LR=0.0005, WHL1=0.486, CenterRegL1=0.243, HeatmapFocal=4.153 [Epoch 6][Batch 79], Speed: 205.171 samples/sec, LR=0.0005, WHL1=0.487, CenterRegL1=0.243, HeatmapFocal=4.149 [Epoch 6][Batch 89], Speed: 204.047 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=4.146 [Epoch 6][Batch 99], Speed: 220.150 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.143 [Epoch 6][Batch 109], Speed: 200.268 samples/sec, LR=0.0005, WHL1=0.492, CenterRegL1=0.243, HeatmapFocal=4.140 [Epoch 6][Batch 119], Speed: 228.870 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.136 [Epoch 6][Batch 129], Speed: 217.555 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.243, HeatmapFocal=4.133 [Epoch 6][Batch 139], Speed: 210.984 samples/sec, LR=0.0005, WHL1=0.495, CenterRegL1=0.244, HeatmapFocal=4.130 [Epoch 6][Batch 149], Speed: 222.056 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.243, HeatmapFocal=4.127 [Epoch 6][Batch 159], Speed: 233.318 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.244, HeatmapFocal=4.124 [Epoch 6][Batch 169], Speed: 218.058 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.244, HeatmapFocal=4.121 [Epoch 6][Batch 179], Speed: 236.340 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.243, HeatmapFocal=4.118 [Epoch 6][Batch 189], Speed: 205.699 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.243, HeatmapFocal=4.114 [Epoch 6][Batch 199], Speed: 224.267 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.243, HeatmapFocal=4.111 [Epoch 6][Batch 209], Speed: 213.163 samples/sec, LR=0.0005, WHL1=0.494, CenterRegL1=0.243, HeatmapFocal=4.108 [Epoch 6][Batch 219], Speed: 225.642 samples/sec, LR=0.0005, WHL1=0.493, CenterRegL1=0.243, HeatmapFocal=4.105 [Epoch 6][Batch 229], Speed: 203.495 samples/sec, LR=0.0005, WHL1=0.493, CenterRegL1=0.243, HeatmapFocal=4.102 [Epoch 6][Batch 239], Speed: 216.938 samples/sec, LR=0.0005, WHL1=0.492, CenterRegL1=0.243, HeatmapFocal=4.099 [Epoch 6][Batch 249], Speed: 227.241 samples/sec, LR=0.0005, WHL1=0.492, CenterRegL1=0.243, HeatmapFocal=4.096 [Epoch 6][Batch 259], Speed: 212.163 samples/sec, LR=0.0005, WHL1=0.492, CenterRegL1=0.243, HeatmapFocal=4.092 [Epoch 6][Batch 269], Speed: 215.776 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.089 [Epoch 6][Batch 279], Speed: 223.314 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.086 [Epoch 6][Batch 289], Speed: 219.157 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.083 [Epoch 6][Batch 299], Speed: 212.702 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.080 [Epoch 6][Batch 309], Speed: 203.873 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.077 [Epoch 6][Batch 319], Speed: 208.241 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.074 [Epoch 6][Batch 329], Speed: 218.149 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.071 [Epoch 6][Batch 339], Speed: 215.697 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.068 [Epoch 6][Batch 349], Speed: 224.509 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.065 [Epoch 6][Batch 359], Speed: 228.713 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.062 [Epoch 6][Batch 369], Speed: 221.204 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.059 [Epoch 6][Batch 379], Speed: 205.677 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.056 [Epoch 6][Batch 389], Speed: 222.749 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.053 [Epoch 6][Batch 399], Speed: 211.229 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.050 [Epoch 6][Batch 409], Speed: 211.067 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.047 [Epoch 6][Batch 419], Speed: 227.097 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.044 [Epoch 6][Batch 429], Speed: 208.192 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.041 [Epoch 6][Batch 439], Speed: 219.174 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.038 [Epoch 6][Batch 449], Speed: 205.332 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.035 [Epoch 6][Batch 459], Speed: 224.273 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.032 [Epoch 6][Batch 469], Speed: 211.546 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.029 [Epoch 6][Batch 479], Speed: 215.500 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.026 [Epoch 6][Batch 489], Speed: 221.067 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.024 [Epoch 6][Batch 499], Speed: 198.555 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.021 [Epoch 6][Batch 509], Speed: 217.669 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.018 [Epoch 6][Batch 519], Speed: 225.399 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.015 [Epoch 6][Batch 529], Speed: 210.883 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.012 [Epoch 6][Batch 539], Speed: 214.425 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.009 [Epoch 6][Batch 549], Speed: 206.126 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.006 [Epoch 6][Batch 559], Speed: 208.688 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=4.004 [Epoch 6][Batch 569], Speed: 212.454 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=4.001 [Epoch 6][Batch 579], Speed: 218.066 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=3.998 [Epoch 6][Batch 589], Speed: 211.452 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=3.995 [Epoch 6][Batch 599], Speed: 218.525 samples/sec, LR=0.0005, WHL1=0.491, CenterRegL1=0.243, HeatmapFocal=3.992 [Epoch 6][Batch 609], Speed: 213.195 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=3.990 [Epoch 6][Batch 619], Speed: 214.672 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=3.987 [Epoch 6][Batch 629], Speed: 214.831 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=3.984 [Epoch 6][Batch 639], Speed: 227.360 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=3.981 [Epoch 6][Batch 649], Speed: 203.694 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=3.978 [Epoch 6][Batch 659], Speed: 219.299 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.976 [Epoch 6][Batch 669], Speed: 215.261 samples/sec, LR=0.0005, WHL1=0.490, CenterRegL1=0.243, HeatmapFocal=3.973 [Epoch 6][Batch 679], Speed: 218.280 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.970 [Epoch 6][Batch 689], Speed: 224.484 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.967 [Epoch 6][Batch 699], Speed: 226.114 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.965 [Epoch 6][Batch 709], Speed: 196.607 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.962 [Epoch 6][Batch 719], Speed: 213.916 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.959 [Epoch 6][Batch 729], Speed: 220.346 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.957 [Epoch 6][Batch 739], Speed: 211.410 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.954 [Epoch 6][Batch 749], Speed: 208.165 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.951 [Epoch 6][Batch 759], Speed: 216.614 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.949 [Epoch 6][Batch 769], Speed: 217.526 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.946 [Epoch 6][Batch 779], Speed: 209.778 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.943 [Epoch 6][Batch 789], Speed: 216.739 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.941 [Epoch 6][Batch 799], Speed: 199.232 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.243, HeatmapFocal=3.938 [Epoch 6][Batch 809], Speed: 209.030 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.935 [Epoch 6][Batch 819], Speed: 223.377 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.932 [Epoch 6][Batch 829], Speed: 233.122 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.930 [Epoch 6][Batch 839], Speed: 220.787 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.927 [Epoch 6][Batch 849], Speed: 213.455 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.925 [Epoch 6][Batch 859], Speed: 223.580 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.922 [Epoch 6][Batch 869], Speed: 198.218 samples/sec, LR=0.0005, WHL1=0.488, CenterRegL1=0.243, HeatmapFocal=3.919 [Epoch 6][Batch 879], Speed: 220.948 samples/sec, LR=0.0005, WHL1=0.487, CenterRegL1=0.243, HeatmapFocal=3.917 [Epoch 6][Batch 889], Speed: 206.243 samples/sec, LR=0.0005, WHL1=0.487, CenterRegL1=0.243, HeatmapFocal=3.914 [Epoch 6][Batch 899], Speed: 215.965 samples/sec, LR=0.0005, WHL1=0.487, CenterRegL1=0.243, HeatmapFocal=3.912 [Epoch 6][Batch 909], Speed: 225.945 samples/sec, LR=0.0005, WHL1=0.487, CenterRegL1=0.243, HeatmapFocal=3.909 [Epoch 6] Training cost: 567.451, WHL1=0.487, CenterRegL1=0.243, HeatmapFocal=3.907 [Epoch 7][Batch 9], Speed: 134.693 samples/sec, LR=0.0005, WHL1=0.466, CenterRegL1=0.241, HeatmapFocal=3.905 [Epoch 7][Batch 19], Speed: 200.005 samples/sec, LR=0.0005, WHL1=0.489, CenterRegL1=0.242, HeatmapFocal=3.902 [Epoch 7][Batch 29], Speed: 212.542 samples/sec, LR=0.0005, WHL1=0.485, CenterRegL1=0.242, HeatmapFocal=3.900 [Epoch 7][Batch 39], Speed: 218.260 samples/sec, LR=0.0005, WHL1=0.484, CenterRegL1=0.242, HeatmapFocal=3.897 [Epoch 7][Batch 49], Speed: 201.174 samples/sec, LR=0.0005, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=3.894 [Epoch 7][Batch 59], Speed: 207.827 samples/sec, LR=0.0005, WHL1=0.480, CenterRegL1=0.242, HeatmapFocal=3.892 [Epoch 7][Batch 69], Speed: 185.047 samples/sec, LR=0.0005, WHL1=0.478, CenterRegL1=0.242, HeatmapFocal=3.889 [Epoch 7][Batch 79], Speed: 216.152 samples/sec, LR=0.0005, WHL1=0.479, CenterRegL1=0.242, HeatmapFocal=3.887 [Epoch 7][Batch 89], Speed: 207.755 samples/sec, LR=0.0005, WHL1=0.476, CenterRegL1=0.242, HeatmapFocal=3.884 [Epoch 7][Batch 99], Speed: 209.239 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.882 [Epoch 7][Batch 109], Speed: 220.642 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.879 [Epoch 7][Batch 119], Speed: 209.845 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.877 [Epoch 7][Batch 129], Speed: 205.377 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.874 [Epoch 7][Batch 139], Speed: 228.615 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.872 [Epoch 7][Batch 149], Speed: 210.494 samples/sec, LR=0.0005, WHL1=0.476, CenterRegL1=0.242, HeatmapFocal=3.869 [Epoch 7][Batch 159], Speed: 207.611 samples/sec, LR=0.0005, WHL1=0.476, CenterRegL1=0.242, HeatmapFocal=3.867 [Epoch 7][Batch 169], Speed: 201.082 samples/sec, LR=0.0005, WHL1=0.476, CenterRegL1=0.242, HeatmapFocal=3.864 [Epoch 7][Batch 179], Speed: 220.361 samples/sec, LR=0.0005, WHL1=0.476, CenterRegL1=0.242, HeatmapFocal=3.862 [Epoch 7][Batch 189], Speed: 200.528 samples/sec, LR=0.0005, WHL1=0.477, CenterRegL1=0.242, HeatmapFocal=3.859 [Epoch 7][Batch 199], Speed: 221.452 samples/sec, LR=0.0005, WHL1=0.476, CenterRegL1=0.242, HeatmapFocal=3.857 [Epoch 7][Batch 209], Speed: 204.477 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.855 [Epoch 7][Batch 219], Speed: 201.204 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.852 [Epoch 7][Batch 229], Speed: 216.716 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.850 [Epoch 7][Batch 239], Speed: 226.493 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.847 [Epoch 7][Batch 249], Speed: 207.447 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.845 [Epoch 7][Batch 259], Speed: 215.146 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.843 [Epoch 7][Batch 269], Speed: 210.305 samples/sec, LR=0.0005, WHL1=0.475, CenterRegL1=0.242, HeatmapFocal=3.840 [Epoch 7][Batch 279], Speed: 206.237 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.838 [Epoch 7][Batch 289], Speed: 217.402 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.835 [Epoch 7][Batch 299], Speed: 229.775 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.833 [Epoch 7][Batch 309], Speed: 196.723 samples/sec, LR=0.0005, WHL1=0.474, CenterRegL1=0.242, HeatmapFocal=3.830 [Epoch 7][Batch 319], Speed: 231.660 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.828 [Epoch 7][Batch 329], Speed: 212.921 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.826 [Epoch 7][Batch 339], Speed: 195.304 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.823 [Epoch 7][Batch 349], Speed: 208.325 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.821 [Epoch 7][Batch 359], Speed: 206.938 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.819 [Epoch 7][Batch 369], Speed: 201.483 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.816 [Epoch 7][Batch 379], Speed: 232.164 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.814 [Epoch 7][Batch 389], Speed: 212.957 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.811 [Epoch 7][Batch 399], Speed: 211.295 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.809 [Epoch 7][Batch 409], Speed: 218.125 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.807 [Epoch 7][Batch 419], Speed: 221.527 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.804 [Epoch 7][Batch 429], Speed: 219.406 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.802 [Epoch 7][Batch 439], Speed: 231.860 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.800 [Epoch 7][Batch 449], Speed: 190.599 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.798 [Epoch 7][Batch 459], Speed: 228.661 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.795 [Epoch 7][Batch 469], Speed: 207.662 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.793 [Epoch 7][Batch 479], Speed: 217.645 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.791 [Epoch 7][Batch 489], Speed: 199.499 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.789 [Epoch 7][Batch 499], Speed: 222.963 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.786 [Epoch 7][Batch 509], Speed: 203.998 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.784 [Epoch 7][Batch 519], Speed: 228.206 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.782 [Epoch 7][Batch 529], Speed: 223.044 samples/sec, LR=0.0005, WHL1=0.473, CenterRegL1=0.242, HeatmapFocal=3.780 [Epoch 7][Batch 539], Speed: 211.234 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.777 [Epoch 7][Batch 549], Speed: 194.294 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.775 [Epoch 7][Batch 559], Speed: 229.319 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.773 [Epoch 7][Batch 569], Speed: 215.583 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.771 [Epoch 7][Batch 579], Speed: 223.070 samples/sec, LR=0.0005, WHL1=0.472, CenterRegL1=0.242, HeatmapFocal=3.768 [Epoch 7][Batch 589], Speed: 227.943 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.766 [Epoch 7][Batch 599], Speed: 209.766 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.764 [Epoch 7][Batch 609], Speed: 203.920 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.762 [Epoch 7][Batch 619], Speed: 224.222 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.760 [Epoch 7][Batch 629], Speed: 213.510 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.757 [Epoch 7][Batch 639], Speed: 225.684 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.755 [Epoch 7][Batch 649], Speed: 215.003 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.753 [Epoch 7][Batch 659], Speed: 223.826 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.751 [Epoch 7][Batch 669], Speed: 201.411 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.749 [Epoch 7][Batch 679], Speed: 227.812 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.747 [Epoch 7][Batch 689], Speed: 217.753 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.744 [Epoch 7][Batch 699], Speed: 226.414 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.742 [Epoch 7][Batch 709], Speed: 198.928 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.740 [Epoch 7][Batch 719], Speed: 204.945 samples/sec, LR=0.0005, WHL1=0.471, CenterRegL1=0.242, HeatmapFocal=3.738 [Epoch 7][Batch 729], Speed: 200.436 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.736 [Epoch 7][Batch 739], Speed: 208.883 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.734 [Epoch 7][Batch 749], Speed: 215.492 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.731 [Epoch 7][Batch 759], Speed: 228.800 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.729 [Epoch 7][Batch 769], Speed: 214.448 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.727 [Epoch 7][Batch 779], Speed: 211.243 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.725 [Epoch 7][Batch 789], Speed: 202.793 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.723 [Epoch 7][Batch 799], Speed: 224.081 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.721 [Epoch 7][Batch 809], Speed: 222.125 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.719 [Epoch 7][Batch 819], Speed: 240.547 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.717 [Epoch 7][Batch 829], Speed: 218.245 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.715 [Epoch 7][Batch 839], Speed: 238.712 samples/sec, LR=0.0005, WHL1=0.470, CenterRegL1=0.242, HeatmapFocal=3.712 [Epoch 7][Batch 849], Speed: 220.292 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.710 [Epoch 7][Batch 859], Speed: 211.329 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.708 [Epoch 7][Batch 869], Speed: 230.506 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.706 [Epoch 7][Batch 879], Speed: 217.733 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.704 [Epoch 7][Batch 889], Speed: 224.435 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.702 [Epoch 7][Batch 899], Speed: 218.589 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.700 [Epoch 7][Batch 909], Speed: 216.094 samples/sec, LR=0.0005, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.698 [Epoch 7] Training cost: 569.520, WHL1=0.469, CenterRegL1=0.242, HeatmapFocal=3.697 [Epoch 8][Batch 9], Speed: 128.769 samples/sec, LR=0.0005, WHL1=0.466, CenterRegL1=0.242, HeatmapFocal=3.695 [Epoch 8][Batch 19], Speed: 211.661 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.692 [Epoch 8][Batch 29], Speed: 224.938 samples/sec, LR=0.0005, WHL1=0.454, CenterRegL1=0.243, HeatmapFocal=3.690 [Epoch 8][Batch 39], Speed: 232.618 samples/sec, LR=0.0005, WHL1=0.453, CenterRegL1=0.243, HeatmapFocal=3.688 [Epoch 8][Batch 49], Speed: 198.421 samples/sec, LR=0.0005, WHL1=0.454, CenterRegL1=0.242, HeatmapFocal=3.686 [Epoch 8][Batch 59], Speed: 218.705 samples/sec, LR=0.0005, WHL1=0.454, CenterRegL1=0.242, HeatmapFocal=3.684 [Epoch 8][Batch 69], Speed: 229.584 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.682 [Epoch 8][Batch 79], Speed: 201.263 samples/sec, LR=0.0005, WHL1=0.453, CenterRegL1=0.242, HeatmapFocal=3.680 [Epoch 8][Batch 89], Speed: 225.961 samples/sec, LR=0.0005, WHL1=0.452, CenterRegL1=0.242, HeatmapFocal=3.678 [Epoch 8][Batch 99], Speed: 207.924 samples/sec, LR=0.0005, WHL1=0.453, CenterRegL1=0.242, HeatmapFocal=3.676 [Epoch 8][Batch 109], Speed: 212.469 samples/sec, LR=0.0005, WHL1=0.454, CenterRegL1=0.242, HeatmapFocal=3.674 [Epoch 8][Batch 119], Speed: 216.686 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.672 [Epoch 8][Batch 129], Speed: 208.811 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.670 [Epoch 8][Batch 139], Speed: 215.706 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.668 [Epoch 8][Batch 149], Speed: 213.135 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.666 [Epoch 8][Batch 159], Speed: 204.619 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.664 [Epoch 8][Batch 169], Speed: 201.969 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.662 [Epoch 8][Batch 179], Speed: 220.223 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.660 [Epoch 8][Batch 189], Speed: 224.981 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.658 [Epoch 8][Batch 199], Speed: 205.980 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.656 [Epoch 8][Batch 209], Speed: 206.942 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.654 [Epoch 8][Batch 219], Speed: 221.112 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.652 [Epoch 8][Batch 229], Speed: 208.439 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.650 [Epoch 8][Batch 239], Speed: 211.857 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.648 [Epoch 8][Batch 249], Speed: 211.177 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.646 [Epoch 8][Batch 259], Speed: 210.089 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.644 [Epoch 8][Batch 269], Speed: 202.641 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.643 [Epoch 8][Batch 279], Speed: 217.443 samples/sec, LR=0.0005, WHL1=0.454, CenterRegL1=0.242, HeatmapFocal=3.641 [Epoch 8][Batch 289], Speed: 208.438 samples/sec, LR=0.0005, WHL1=0.454, CenterRegL1=0.242, HeatmapFocal=3.639 [Epoch 8][Batch 299], Speed: 229.861 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.637 [Epoch 8][Batch 309], Speed: 225.393 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.635 [Epoch 8][Batch 319], Speed: 212.705 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.633 [Epoch 8][Batch 329], Speed: 211.527 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.631 [Epoch 8][Batch 339], Speed: 230.796 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.629 [Epoch 8][Batch 349], Speed: 208.724 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.627 [Epoch 8][Batch 359], Speed: 230.759 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.626 [Epoch 8][Batch 369], Speed: 221.561 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.624 [Epoch 8][Batch 379], Speed: 226.528 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.622 [Epoch 8][Batch 389], Speed: 211.794 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.620 [Epoch 8][Batch 399], Speed: 205.809 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.618 [Epoch 8][Batch 409], Speed: 196.030 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.616 [Epoch 8][Batch 419], Speed: 224.749 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.614 [Epoch 8][Batch 429], Speed: 216.443 samples/sec, LR=0.0005, WHL1=0.458, CenterRegL1=0.242, HeatmapFocal=3.612 [Epoch 8][Batch 439], Speed: 215.292 samples/sec, LR=0.0005, WHL1=0.458, CenterRegL1=0.242, HeatmapFocal=3.611 [Epoch 8][Batch 449], Speed: 196.973 samples/sec, LR=0.0005, WHL1=0.458, CenterRegL1=0.242, HeatmapFocal=3.609 [Epoch 8][Batch 459], Speed: 221.082 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.607 [Epoch 8][Batch 469], Speed: 209.327 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.605 [Epoch 8][Batch 479], Speed: 224.245 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.603 [Epoch 8][Batch 489], Speed: 223.646 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.601 [Epoch 8][Batch 499], Speed: 226.921 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.600 [Epoch 8][Batch 509], Speed: 197.902 samples/sec, LR=0.0005, WHL1=0.457, CenterRegL1=0.242, HeatmapFocal=3.598 [Epoch 8][Batch 519], Speed: 210.513 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.596 [Epoch 8][Batch 529], Speed: 208.976 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.594 [Epoch 8][Batch 539], Speed: 220.343 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.592 [Epoch 8][Batch 549], Speed: 217.681 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.590 [Epoch 8][Batch 559], Speed: 212.338 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.589 [Epoch 8][Batch 569], Speed: 205.770 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.587 [Epoch 8][Batch 579], Speed: 221.088 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.585 [Epoch 8][Batch 589], Speed: 194.350 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.583 [Epoch 8][Batch 599], Speed: 209.931 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.581 [Epoch 8][Batch 609], Speed: 223.631 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.580 [Epoch 8][Batch 619], Speed: 210.768 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.578 [Epoch 8][Batch 629], Speed: 202.962 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.576 [Epoch 8][Batch 639], Speed: 219.032 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.574 [Epoch 8][Batch 649], Speed: 190.326 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.572 [Epoch 8][Batch 659], Speed: 200.101 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.571 [Epoch 8][Batch 669], Speed: 198.871 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.569 [Epoch 8][Batch 679], Speed: 206.502 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.567 [Epoch 8][Batch 689], Speed: 202.510 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.565 [Epoch 8][Batch 699], Speed: 227.523 samples/sec, LR=0.0005, WHL1=0.456, CenterRegL1=0.242, HeatmapFocal=3.564 [Epoch 8][Batch 709], Speed: 207.082 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.562 [Epoch 8][Batch 719], Speed: 207.573 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.560 [Epoch 8][Batch 729], Speed: 232.138 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.558 [Epoch 8][Batch 739], Speed: 208.345 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.557 [Epoch 8][Batch 749], Speed: 209.413 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.555 [Epoch 8][Batch 759], Speed: 226.545 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.553 [Epoch 8][Batch 769], Speed: 203.431 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.551 [Epoch 8][Batch 779], Speed: 198.562 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.550 [Epoch 8][Batch 789], Speed: 210.102 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.548 [Epoch 8][Batch 799], Speed: 203.741 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.546 [Epoch 8][Batch 809], Speed: 207.270 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.241, HeatmapFocal=3.545 [Epoch 8][Batch 819], Speed: 232.289 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.241, HeatmapFocal=3.543 [Epoch 8][Batch 829], Speed: 228.178 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.241, HeatmapFocal=3.541 [Epoch 8][Batch 839], Speed: 215.258 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.241, HeatmapFocal=3.540 [Epoch 8][Batch 849], Speed: 219.939 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.538 [Epoch 8][Batch 859], Speed: 210.967 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.536 [Epoch 8][Batch 869], Speed: 209.155 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.534 [Epoch 8][Batch 879], Speed: 212.070 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.533 [Epoch 8][Batch 889], Speed: 200.913 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.531 [Epoch 8][Batch 899], Speed: 230.975 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.529 [Epoch 8][Batch 909], Speed: 227.248 samples/sec, LR=0.0005, WHL1=0.455, CenterRegL1=0.242, HeatmapFocal=3.528 [Epoch 8] Training cost: 568.262, WHL1=0.455, CenterRegL1=0.241, HeatmapFocal=3.527 [Epoch 9][Batch 9], Speed: 125.926 samples/sec, LR=0.0005, WHL1=0.440, CenterRegL1=0.241, HeatmapFocal=3.525 [Epoch 9][Batch 19], Speed: 200.944 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.242, HeatmapFocal=3.523 [Epoch 9][Batch 29], Speed: 212.632 samples/sec, LR=0.0005, WHL1=0.440, CenterRegL1=0.242, HeatmapFocal=3.522 [Epoch 9][Batch 39], Speed: 204.213 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.242, HeatmapFocal=3.520 [Epoch 9][Batch 49], Speed: 194.534 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.242, HeatmapFocal=3.518 [Epoch 9][Batch 59], Speed: 210.286 samples/sec, LR=0.0005, WHL1=0.446, CenterRegL1=0.242, HeatmapFocal=3.517 [Epoch 9][Batch 69], Speed: 212.650 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.242, HeatmapFocal=3.515 [Epoch 9][Batch 79], Speed: 201.875 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.242, HeatmapFocal=3.513 [Epoch 9][Batch 89], Speed: 207.228 samples/sec, LR=0.0005, WHL1=0.441, CenterRegL1=0.241, HeatmapFocal=3.512 [Epoch 9][Batch 99], Speed: 196.717 samples/sec, LR=0.0005, WHL1=0.439, CenterRegL1=0.242, HeatmapFocal=3.510 [Epoch 9][Batch 109], Speed: 211.898 samples/sec, LR=0.0005, WHL1=0.439, CenterRegL1=0.242, HeatmapFocal=3.508 [Epoch 9][Batch 119], Speed: 223.014 samples/sec, LR=0.0005, WHL1=0.439, CenterRegL1=0.241, HeatmapFocal=3.507 [Epoch 9][Batch 129], Speed: 217.749 samples/sec, LR=0.0005, WHL1=0.440, CenterRegL1=0.242, HeatmapFocal=3.505 [Epoch 9][Batch 139], Speed: 209.880 samples/sec, LR=0.0005, WHL1=0.439, CenterRegL1=0.241, HeatmapFocal=3.503 [Epoch 9][Batch 149], Speed: 222.953 samples/sec, LR=0.0005, WHL1=0.440, CenterRegL1=0.241, HeatmapFocal=3.502 [Epoch 9][Batch 159], Speed: 202.825 samples/sec, LR=0.0005, WHL1=0.440, CenterRegL1=0.241, HeatmapFocal=3.500 [Epoch 9][Batch 169], Speed: 203.372 samples/sec, LR=0.0005, WHL1=0.441, CenterRegL1=0.241, HeatmapFocal=3.498 [Epoch 9][Batch 179], Speed: 201.401 samples/sec, LR=0.0005, WHL1=0.441, CenterRegL1=0.241, HeatmapFocal=3.497 [Epoch 9][Batch 189], Speed: 226.283 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.495 [Epoch 9][Batch 199], Speed: 207.194 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.494 [Epoch 9][Batch 209], Speed: 219.771 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.492 [Epoch 9][Batch 219], Speed: 201.099 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.490 [Epoch 9][Batch 229], Speed: 219.569 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.489 [Epoch 9][Batch 239], Speed: 219.998 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.487 [Epoch 9][Batch 249], Speed: 214.565 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.486 [Epoch 9][Batch 259], Speed: 210.067 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.484 [Epoch 9][Batch 269], Speed: 206.725 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.482 [Epoch 9][Batch 279], Speed: 206.606 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.481 [Epoch 9][Batch 289], Speed: 204.337 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.479 [Epoch 9][Batch 299], Speed: 222.171 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.478 [Epoch 9][Batch 309], Speed: 206.749 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.476 [Epoch 9][Batch 319], Speed: 206.627 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.475 [Epoch 9][Batch 329], Speed: 208.988 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.473 [Epoch 9][Batch 339], Speed: 210.278 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.471 [Epoch 9][Batch 349], Speed: 213.620 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.470 [Epoch 9][Batch 359], Speed: 206.937 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.468 [Epoch 9][Batch 369], Speed: 218.424 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.467 [Epoch 9][Batch 379], Speed: 213.782 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.465 [Epoch 9][Batch 389], Speed: 199.926 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.464 [Epoch 9][Batch 399], Speed: 206.841 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.462 [Epoch 9][Batch 409], Speed: 203.505 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.461 [Epoch 9][Batch 419], Speed: 221.846 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.459 [Epoch 9][Batch 429], Speed: 216.519 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.458 [Epoch 9][Batch 439], Speed: 207.422 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.456 [Epoch 9][Batch 449], Speed: 219.930 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.455 [Epoch 9][Batch 459], Speed: 211.380 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.453 [Epoch 9][Batch 469], Speed: 195.904 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.451 [Epoch 9][Batch 479], Speed: 217.780 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.450 [Epoch 9][Batch 489], Speed: 222.698 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.448 [Epoch 9][Batch 499], Speed: 208.543 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.447 [Epoch 9][Batch 509], Speed: 221.765 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.445 [Epoch 9][Batch 519], Speed: 208.416 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.444 [Epoch 9][Batch 529], Speed: 200.600 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.442 [Epoch 9][Batch 539], Speed: 227.586 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.441 [Epoch 9][Batch 549], Speed: 209.899 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.439 [Epoch 9][Batch 559], Speed: 205.125 samples/sec, LR=0.0005, WHL1=0.445, CenterRegL1=0.241, HeatmapFocal=3.438 [Epoch 9][Batch 569], Speed: 219.645 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.436 [Epoch 9][Batch 579], Speed: 211.102 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.435 [Epoch 9][Batch 589], Speed: 213.555 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.433 [Epoch 9][Batch 599], Speed: 221.750 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.432 [Epoch 9][Batch 609], Speed: 205.618 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.431 [Epoch 9][Batch 619], Speed: 205.291 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.429 [Epoch 9][Batch 629], Speed: 208.083 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.428 [Epoch 9][Batch 639], Speed: 218.054 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.426 [Epoch 9][Batch 649], Speed: 204.876 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.425 [Epoch 9][Batch 659], Speed: 222.754 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.423 [Epoch 9][Batch 669], Speed: 217.814 samples/sec, LR=0.0005, WHL1=0.444, CenterRegL1=0.241, HeatmapFocal=3.422 [Epoch 9][Batch 679], Speed: 220.775 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.420 [Epoch 9][Batch 689], Speed: 211.758 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.419 [Epoch 9][Batch 699], Speed: 203.653 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.417 [Epoch 9][Batch 709], Speed: 202.893 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.416 [Epoch 9][Batch 719], Speed: 203.040 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.414 [Epoch 9][Batch 729], Speed: 205.784 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.413 [Epoch 9][Batch 739], Speed: 198.582 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.412 [Epoch 9][Batch 749], Speed: 215.300 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.410 [Epoch 9][Batch 759], Speed: 200.901 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.409 [Epoch 9][Batch 769], Speed: 208.547 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.407 [Epoch 9][Batch 779], Speed: 213.233 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.406 [Epoch 9][Batch 789], Speed: 223.548 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.404 [Epoch 9][Batch 799], Speed: 205.649 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.403 [Epoch 9][Batch 809], Speed: 208.376 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.402 [Epoch 9][Batch 819], Speed: 210.437 samples/sec, LR=0.0005, WHL1=0.443, CenterRegL1=0.241, HeatmapFocal=3.400 [Epoch 9][Batch 829], Speed: 207.659 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.399 [Epoch 9][Batch 839], Speed: 203.908 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.397 [Epoch 9][Batch 849], Speed: 219.203 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.396 [Epoch 9][Batch 859], Speed: 207.176 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.394 [Epoch 9][Batch 869], Speed: 231.422 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.393 [Epoch 9][Batch 879], Speed: 217.903 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.392 [Epoch 9][Batch 889], Speed: 217.755 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.390 [Epoch 9][Batch 899], Speed: 209.257 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.389 [Epoch 9][Batch 909], Speed: 213.908 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.387 [Epoch 9] Training cost: 568.059, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.386 [Epoch 10][Batch 9], Speed: 123.530 samples/sec, LR=0.0005, WHL1=0.442, CenterRegL1=0.241, HeatmapFocal=3.385 [Epoch 10][Batch 19], Speed: 187.448 samples/sec, LR=0.0005, WHL1=0.437, CenterRegL1=0.241, HeatmapFocal=3.384 [Epoch 10][Batch 29], Speed: 204.857 samples/sec, LR=0.0005, WHL1=0.440, CenterRegL1=0.242, HeatmapFocal=3.382 [Epoch 10][Batch 39], Speed: 215.516 samples/sec, LR=0.0005, WHL1=0.436, CenterRegL1=0.242, HeatmapFocal=3.381 [Epoch 10][Batch 49], Speed: 209.894 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.242, HeatmapFocal=3.379 [Epoch 10][Batch 59], Speed: 215.212 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.378 [Epoch 10][Batch 69], Speed: 216.467 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.377 [Epoch 10][Batch 79], Speed: 221.286 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.375 [Epoch 10][Batch 89], Speed: 212.182 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.374 [Epoch 10][Batch 99], Speed: 222.507 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.372 [Epoch 10][Batch 109], Speed: 219.579 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.371 [Epoch 10][Batch 119], Speed: 204.170 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.370 [Epoch 10][Batch 129], Speed: 219.221 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.368 [Epoch 10][Batch 139], Speed: 204.893 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.367 [Epoch 10][Batch 149], Speed: 198.915 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.365 [Epoch 10][Batch 159], Speed: 204.198 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.364 [Epoch 10][Batch 169], Speed: 223.036 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.363 [Epoch 10][Batch 179], Speed: 223.745 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.361 [Epoch 10][Batch 189], Speed: 192.287 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.360 [Epoch 10][Batch 199], Speed: 216.362 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.359 [Epoch 10][Batch 209], Speed: 202.831 samples/sec, LR=0.0005, WHL1=0.430, CenterRegL1=0.241, HeatmapFocal=3.357 [Epoch 10][Batch 219], Speed: 204.095 samples/sec, LR=0.0005, WHL1=0.430, CenterRegL1=0.241, HeatmapFocal=3.356 [Epoch 10][Batch 229], Speed: 227.256 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.355 [Epoch 10][Batch 239], Speed: 208.828 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.353 [Epoch 10][Batch 249], Speed: 200.934 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.352 [Epoch 10][Batch 259], Speed: 185.987 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.350 [Epoch 10][Batch 269], Speed: 193.753 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.349 [Epoch 10][Batch 279], Speed: 210.746 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.348 [Epoch 10][Batch 289], Speed: 226.327 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.346 [Epoch 10][Batch 299], Speed: 198.174 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.345 [Epoch 10][Batch 309], Speed: 204.408 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.344 [Epoch 10][Batch 319], Speed: 204.598 samples/sec, LR=0.0005, WHL1=0.431, CenterRegL1=0.241, HeatmapFocal=3.342 [Epoch 10][Batch 329], Speed: 203.146 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.341 [Epoch 10][Batch 339], Speed: 225.137 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.340 [Epoch 10][Batch 349], Speed: 230.327 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.339 [Epoch 10][Batch 359], Speed: 207.307 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.337 [Epoch 10][Batch 369], Speed: 193.313 samples/sec, LR=0.0005, WHL1=0.432, CenterRegL1=0.241, HeatmapFocal=3.336 [Epoch 10][Batch 379], Speed: 196.238 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.335 [Epoch 10][Batch 389], Speed: 211.175 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.333 [Epoch 10][Batch 399], Speed: 198.080 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.332 [Epoch 10][Batch 409], Speed: 221.669 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.331 [Epoch 10][Batch 419], Speed: 212.179 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.329 [Epoch 10][Batch 429], Speed: 202.829 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.328 [Epoch 10][Batch 439], Speed: 218.902 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.327 [Epoch 10][Batch 449], Speed: 218.464 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.326 [Epoch 10][Batch 459], Speed: 222.620 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.324 [Epoch 10][Batch 469], Speed: 228.683 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.323 [Epoch 10][Batch 479], Speed: 201.098 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.322 [Epoch 10][Batch 489], Speed: 192.146 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.320 [Epoch 10][Batch 499], Speed: 210.510 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.319 [Epoch 10][Batch 509], Speed: 206.627 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.318 [Epoch 10][Batch 519], Speed: 214.147 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.317 [Epoch 10][Batch 529], Speed: 219.260 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.315 [Epoch 10][Batch 539], Speed: 200.756 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.314 [Epoch 10][Batch 549], Speed: 189.706 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.313 [Epoch 10][Batch 559], Speed: 203.862 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.312 [Epoch 10][Batch 569], Speed: 198.926 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.310 [Epoch 10][Batch 579], Speed: 218.940 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.309 [Epoch 10][Batch 589], Speed: 203.954 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.308 [Epoch 10][Batch 599], Speed: 205.266 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.307 [Epoch 10][Batch 609], Speed: 195.788 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.305 [Epoch 10][Batch 619], Speed: 204.810 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.304 [Epoch 10][Batch 629], Speed: 204.045 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.303 [Epoch 10][Batch 639], Speed: 195.625 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.302 [Epoch 10][Batch 649], Speed: 210.526 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.300 [Epoch 10][Batch 659], Speed: 216.998 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.299 [Epoch 10][Batch 669], Speed: 196.327 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.298 [Epoch 10][Batch 679], Speed: 204.212 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.297 [Epoch 10][Batch 689], Speed: 210.704 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.295 [Epoch 10][Batch 699], Speed: 191.782 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.294 [Epoch 10][Batch 709], Speed: 219.966 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.293 [Epoch 10][Batch 719], Speed: 217.728 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.292 [Epoch 10][Batch 729], Speed: 194.702 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.291 [Epoch 10][Batch 739], Speed: 199.951 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.289 [Epoch 10][Batch 749], Speed: 208.245 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.288 [Epoch 10][Batch 759], Speed: 219.375 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.287 [Epoch 10][Batch 769], Speed: 206.717 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.286 [Epoch 10][Batch 779], Speed: 205.762 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.285 [Epoch 10][Batch 789], Speed: 203.743 samples/sec, LR=0.0005, WHL1=0.434, CenterRegL1=0.241, HeatmapFocal=3.283 [Epoch 10][Batch 799], Speed: 217.319 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.282 [Epoch 10][Batch 809], Speed: 203.281 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.281 [Epoch 10][Batch 819], Speed: 208.112 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.280 [Epoch 10][Batch 829], Speed: 212.348 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.278 [Epoch 10][Batch 839], Speed: 233.773 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.277 [Epoch 10][Batch 849], Speed: 214.915 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.276 [Epoch 10][Batch 859], Speed: 222.853 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.275 [Epoch 10][Batch 869], Speed: 200.028 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.274 [Epoch 10][Batch 879], Speed: 204.916 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.272 [Epoch 10][Batch 889], Speed: 228.489 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.271 [Epoch 10][Batch 899], Speed: 214.318 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.270 [Epoch 10][Batch 909], Speed: 205.242 samples/sec, LR=0.0005, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.269 [Epoch 10] Training cost: 572.788, WHL1=0.433, CenterRegL1=0.241, HeatmapFocal=3.268 [Epoch 10] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.133 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.130 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.029 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.219 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.167 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.255 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.263 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.054 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.455 person=27.1 bicycle=9.6 car=13.3 motorcycle=14.4 airplane=24.0 bus=35.8 train=29.0 truck=10.5 boat=4.0 traffic light=4.4 fire hydrant=30.6 stop sign=40.6 parking meter=12.1 bench=6.4 bird=9.6 cat=30.4 dog=21.8 horse=22.3 sheep=19.4 cow=17.6 elephant=34.5 bear=39.5 zebra=37.7 giraffe=35.1 backpack=1.7 umbrella=13.0 handbag=0.5 tie=7.1 suitcase=6.3 frisbee=15.4 skis=2.9 snowboard=3.6 sports ball=8.6 kite=9.7 baseball bat=6.0 baseball glove=9.8 skateboard=12.0 surfboard=7.5 tennis racket=11.3 bottle=9.3 wine glass=9.4 cup=13.1 fork=2.0 knife=0.8 spoon=0.2 bowl=14.3 banana=5.1 apple=2.9 sandwich=10.0 orange=8.1 broccoli=8.8 carrot=1.7 hot dog=5.7 pizza=21.6 donut=13.0 cake=9.7 chair=7.6 couch=17.4 potted plant=7.4 bed=12.5 dining table=8.0 toilet=32.7 tv=27.7 laptop=23.5 mouse=13.9 remote=1.6 keyboard=17.0 cell phone=9.0 microwave=16.2 oven=10.1 toaster=0.3 sink=12.2 refrigerator=15.3 book=1.3 clock=20.5 vase=10.3 scissors=2.7 teddy bear=13.5 hair drier=0.0 toothbrush=0.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =13.3 [Epoch 11][Batch 9], Speed: 136.282 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.241, HeatmapFocal=3.267 [Epoch 11][Batch 19], Speed: 194.678 samples/sec, LR=0.0005, WHL1=0.416, CenterRegL1=0.241, HeatmapFocal=3.266 [Epoch 11][Batch 29], Speed: 222.094 samples/sec, LR=0.0005, WHL1=0.418, CenterRegL1=0.241, HeatmapFocal=3.265 [Epoch 11][Batch 39], Speed: 214.948 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.241, HeatmapFocal=3.263 [Epoch 11][Batch 49], Speed: 202.027 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.241, HeatmapFocal=3.262 [Epoch 11][Batch 59], Speed: 196.041 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.241, HeatmapFocal=3.261 [Epoch 11][Batch 69], Speed: 226.085 samples/sec, LR=0.0005, WHL1=0.424, CenterRegL1=0.241, HeatmapFocal=3.260 [Epoch 11][Batch 79], Speed: 209.691 samples/sec, LR=0.0005, WHL1=0.424, CenterRegL1=0.241, HeatmapFocal=3.259 [Epoch 11][Batch 89], Speed: 211.143 samples/sec, LR=0.0005, WHL1=0.424, CenterRegL1=0.241, HeatmapFocal=3.258 [Epoch 11][Batch 99], Speed: 213.331 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.241, HeatmapFocal=3.256 [Epoch 11][Batch 109], Speed: 220.399 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.241, HeatmapFocal=3.255 [Epoch 11][Batch 119], Speed: 232.817 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.241, HeatmapFocal=3.254 [Epoch 11][Batch 129], Speed: 212.306 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.253 [Epoch 11][Batch 139], Speed: 201.972 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.252 [Epoch 11][Batch 149], Speed: 216.037 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.250 [Epoch 11][Batch 159], Speed: 205.818 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.249 [Epoch 11][Batch 169], Speed: 230.157 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.248 [Epoch 11][Batch 179], Speed: 228.865 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.247 [Epoch 11][Batch 189], Speed: 223.451 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.246 [Epoch 11][Batch 199], Speed: 209.636 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.245 [Epoch 11][Batch 209], Speed: 213.004 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.243 [Epoch 11][Batch 219], Speed: 217.106 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.242 [Epoch 11][Batch 229], Speed: 229.935 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.241 [Epoch 11][Batch 239], Speed: 203.320 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.240 [Epoch 11][Batch 249], Speed: 208.353 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.239 [Epoch 11][Batch 259], Speed: 204.599 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.238 [Epoch 11][Batch 269], Speed: 204.823 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.237 [Epoch 11][Batch 279], Speed: 203.997 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.235 [Epoch 11][Batch 289], Speed: 217.786 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.234 [Epoch 11][Batch 299], Speed: 214.078 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.233 [Epoch 11][Batch 309], Speed: 194.218 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.232 [Epoch 11][Batch 319], Speed: 211.348 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.231 [Epoch 11][Batch 329], Speed: 195.178 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.230 [Epoch 11][Batch 339], Speed: 214.958 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.229 [Epoch 11][Batch 349], Speed: 224.343 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.227 [Epoch 11][Batch 359], Speed: 222.556 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.226 [Epoch 11][Batch 369], Speed: 202.413 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.225 [Epoch 11][Batch 379], Speed: 221.402 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.224 [Epoch 11][Batch 389], Speed: 210.385 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.223 [Epoch 11][Batch 399], Speed: 210.431 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.222 [Epoch 11][Batch 409], Speed: 227.567 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.221 [Epoch 11][Batch 419], Speed: 208.524 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.220 [Epoch 11][Batch 429], Speed: 216.769 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.218 [Epoch 11][Batch 439], Speed: 196.076 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.217 [Epoch 11][Batch 449], Speed: 206.900 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.216 [Epoch 11][Batch 459], Speed: 207.676 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.215 [Epoch 11][Batch 469], Speed: 229.708 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.214 [Epoch 11][Batch 479], Speed: 211.926 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.213 [Epoch 11][Batch 489], Speed: 214.327 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.212 [Epoch 11][Batch 499], Speed: 205.909 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.211 [Epoch 11][Batch 509], Speed: 209.622 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.210 [Epoch 11][Batch 519], Speed: 204.396 samples/sec, LR=0.0005, WHL1=0.421, CenterRegL1=0.240, HeatmapFocal=3.209 [Epoch 11][Batch 529], Speed: 218.633 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.208 [Epoch 11][Batch 539], Speed: 209.480 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.207 [Epoch 11][Batch 549], Speed: 196.102 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.205 [Epoch 11][Batch 559], Speed: 205.792 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.204 [Epoch 11][Batch 569], Speed: 200.286 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.203 [Epoch 11][Batch 579], Speed: 195.166 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.202 [Epoch 11][Batch 589], Speed: 219.643 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.201 [Epoch 11][Batch 599], Speed: 205.285 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.200 [Epoch 11][Batch 609], Speed: 202.260 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.199 [Epoch 11][Batch 619], Speed: 203.308 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.198 [Epoch 11][Batch 629], Speed: 209.946 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.197 [Epoch 11][Batch 639], Speed: 210.129 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.196 [Epoch 11][Batch 649], Speed: 211.813 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.195 [Epoch 11][Batch 659], Speed: 214.289 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.194 [Epoch 11][Batch 669], Speed: 218.850 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.193 [Epoch 11][Batch 679], Speed: 211.688 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.191 [Epoch 11][Batch 689], Speed: 208.930 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.190 [Epoch 11][Batch 699], Speed: 201.872 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.189 [Epoch 11][Batch 709], Speed: 222.713 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.188 [Epoch 11][Batch 719], Speed: 204.208 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.187 [Epoch 11][Batch 729], Speed: 213.038 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.186 [Epoch 11][Batch 739], Speed: 200.630 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.185 [Epoch 11][Batch 749], Speed: 203.236 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.184 [Epoch 11][Batch 759], Speed: 203.396 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.183 [Epoch 11][Batch 769], Speed: 217.183 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.182 [Epoch 11][Batch 779], Speed: 203.359 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.181 [Epoch 11][Batch 789], Speed: 203.972 samples/sec, LR=0.0005, WHL1=0.423, CenterRegL1=0.240, HeatmapFocal=3.180 [Epoch 11][Batch 799], Speed: 218.440 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.179 [Epoch 11][Batch 809], Speed: 209.357 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.178 [Epoch 11][Batch 819], Speed: 205.575 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.177 [Epoch 11][Batch 829], Speed: 229.741 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.176 [Epoch 11][Batch 839], Speed: 210.495 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.175 [Epoch 11][Batch 849], Speed: 216.628 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.174 [Epoch 11][Batch 859], Speed: 223.092 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.173 [Epoch 11][Batch 869], Speed: 209.657 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.171 [Epoch 11][Batch 879], Speed: 200.405 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.171 [Epoch 11][Batch 889], Speed: 222.485 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.169 [Epoch 11][Batch 899], Speed: 210.405 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.168 [Epoch 11][Batch 909], Speed: 208.222 samples/sec, LR=0.0005, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.167 [Epoch 11] Training cost: 568.754, WHL1=0.422, CenterRegL1=0.240, HeatmapFocal=3.167 [Epoch 12][Batch 9], Speed: 134.918 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.240, HeatmapFocal=3.166 [Epoch 12][Batch 19], Speed: 214.941 samples/sec, LR=0.0005, WHL1=0.410, CenterRegL1=0.239, HeatmapFocal=3.165 [Epoch 12][Batch 29], Speed: 217.299 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.239, HeatmapFocal=3.164 [Epoch 12][Batch 39], Speed: 228.951 samples/sec, LR=0.0005, WHL1=0.416, CenterRegL1=0.239, HeatmapFocal=3.163 [Epoch 12][Batch 49], Speed: 198.644 samples/sec, LR=0.0005, WHL1=0.420, CenterRegL1=0.239, HeatmapFocal=3.162 [Epoch 12][Batch 59], Speed: 204.247 samples/sec, LR=0.0005, WHL1=0.417, CenterRegL1=0.239, HeatmapFocal=3.161 [Epoch 12][Batch 69], Speed: 222.784 samples/sec, LR=0.0005, WHL1=0.417, CenterRegL1=0.239, HeatmapFocal=3.160 [Epoch 12][Batch 79], Speed: 201.476 samples/sec, LR=0.0005, WHL1=0.416, CenterRegL1=0.239, HeatmapFocal=3.159 [Epoch 12][Batch 89], Speed: 204.732 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.239, HeatmapFocal=3.158 [Epoch 12][Batch 99], Speed: 229.382 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.157 [Epoch 12][Batch 109], Speed: 195.089 samples/sec, LR=0.0005, WHL1=0.412, CenterRegL1=0.240, HeatmapFocal=3.156 [Epoch 12][Batch 119], Speed: 209.702 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.154 [Epoch 12][Batch 129], Speed: 200.860 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.239, HeatmapFocal=3.153 [Epoch 12][Batch 139], Speed: 204.473 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.239, HeatmapFocal=3.152 [Epoch 12][Batch 149], Speed: 215.252 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.151 [Epoch 12][Batch 159], Speed: 219.546 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.150 [Epoch 12][Batch 169], Speed: 221.574 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.149 [Epoch 12][Batch 179], Speed: 206.154 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.148 [Epoch 12][Batch 189], Speed: 208.894 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.147 [Epoch 12][Batch 199], Speed: 206.736 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.146 [Epoch 12][Batch 209], Speed: 209.865 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.239, HeatmapFocal=3.145 [Epoch 12][Batch 219], Speed: 222.274 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.144 [Epoch 12][Batch 229], Speed: 224.422 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.143 [Epoch 12][Batch 239], Speed: 224.714 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.142 [Epoch 12][Batch 249], Speed: 211.210 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.141 [Epoch 12][Batch 259], Speed: 202.989 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.140 [Epoch 12][Batch 269], Speed: 204.528 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.139 [Epoch 12][Batch 279], Speed: 228.860 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.138 [Epoch 12][Batch 289], Speed: 227.054 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.137 [Epoch 12][Batch 299], Speed: 228.114 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.136 [Epoch 12][Batch 309], Speed: 212.819 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.135 [Epoch 12][Batch 319], Speed: 204.350 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.134 [Epoch 12][Batch 329], Speed: 203.440 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.133 [Epoch 12][Batch 339], Speed: 225.777 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.132 [Epoch 12][Batch 349], Speed: 225.608 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.131 [Epoch 12][Batch 359], Speed: 222.103 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.131 [Epoch 12][Batch 369], Speed: 217.117 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.130 [Epoch 12][Batch 379], Speed: 201.930 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.129 [Epoch 12][Batch 389], Speed: 200.480 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.128 [Epoch 12][Batch 399], Speed: 211.923 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.239, HeatmapFocal=3.127 [Epoch 12][Batch 409], Speed: 207.115 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.239, HeatmapFocal=3.126 [Epoch 12][Batch 419], Speed: 206.840 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.239, HeatmapFocal=3.125 [Epoch 12][Batch 429], Speed: 217.592 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.239, HeatmapFocal=3.124 [Epoch 12][Batch 439], Speed: 198.918 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.123 [Epoch 12][Batch 449], Speed: 204.139 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.239, HeatmapFocal=3.122 [Epoch 12][Batch 459], Speed: 228.771 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.121 [Epoch 12][Batch 469], Speed: 223.852 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.120 [Epoch 12][Batch 479], Speed: 218.489 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.119 [Epoch 12][Batch 489], Speed: 212.167 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.118 [Epoch 12][Batch 499], Speed: 203.973 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.117 [Epoch 12][Batch 509], Speed: 205.538 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.116 [Epoch 12][Batch 519], Speed: 217.553 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.115 [Epoch 12][Batch 529], Speed: 228.184 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.114 [Epoch 12][Batch 539], Speed: 227.268 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.113 [Epoch 12][Batch 549], Speed: 205.705 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.112 [Epoch 12][Batch 559], Speed: 202.281 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.111 [Epoch 12][Batch 569], Speed: 211.686 samples/sec, LR=0.0005, WHL1=0.413, CenterRegL1=0.240, HeatmapFocal=3.110 [Epoch 12][Batch 579], Speed: 231.054 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.109 [Epoch 12][Batch 589], Speed: 214.496 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.108 [Epoch 12][Batch 599], Speed: 211.227 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.107 [Epoch 12][Batch 609], Speed: 219.829 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.107 [Epoch 12][Batch 619], Speed: 219.082 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.106 [Epoch 12][Batch 629], Speed: 197.056 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.105 [Epoch 12][Batch 639], Speed: 216.564 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.104 [Epoch 12][Batch 649], Speed: 216.886 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.103 [Epoch 12][Batch 659], Speed: 211.804 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.102 [Epoch 12][Batch 669], Speed: 218.484 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.101 [Epoch 12][Batch 679], Speed: 198.995 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.100 [Epoch 12][Batch 689], Speed: 218.069 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.099 [Epoch 12][Batch 699], Speed: 225.828 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.098 [Epoch 12][Batch 709], Speed: 215.274 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.097 [Epoch 12][Batch 719], Speed: 236.433 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.096 [Epoch 12][Batch 729], Speed: 214.423 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.095 [Epoch 12][Batch 739], Speed: 212.706 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.095 [Epoch 12][Batch 749], Speed: 217.019 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.094 [Epoch 12][Batch 759], Speed: 218.295 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.093 [Epoch 12][Batch 769], Speed: 211.341 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.092 [Epoch 12][Batch 779], Speed: 224.964 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.091 [Epoch 12][Batch 789], Speed: 208.017 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.090 [Epoch 12][Batch 799], Speed: 219.826 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.089 [Epoch 12][Batch 809], Speed: 211.327 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.088 [Epoch 12][Batch 819], Speed: 214.476 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.087 [Epoch 12][Batch 829], Speed: 238.420 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.086 [Epoch 12][Batch 839], Speed: 238.727 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.086 [Epoch 12][Batch 849], Speed: 217.946 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.085 [Epoch 12][Batch 859], Speed: 224.611 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.084 [Epoch 12][Batch 869], Speed: 216.971 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.083 [Epoch 12][Batch 879], Speed: 205.293 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.082 [Epoch 12][Batch 889], Speed: 219.869 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.081 [Epoch 12][Batch 899], Speed: 236.923 samples/sec, LR=0.0005, WHL1=0.414, CenterRegL1=0.240, HeatmapFocal=3.080 [Epoch 12][Batch 909], Speed: 209.275 samples/sec, LR=0.0005, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.079 [Epoch 12] Training cost: 569.385, WHL1=0.415, CenterRegL1=0.240, HeatmapFocal=3.079 [Epoch 13][Batch 9], Speed: 127.013 samples/sec, LR=0.0005, WHL1=0.409, CenterRegL1=0.240, HeatmapFocal=3.078 [Epoch 13][Batch 19], Speed: 213.094 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.241, HeatmapFocal=3.077 [Epoch 13][Batch 29], Speed: 217.225 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.241, HeatmapFocal=3.076 [Epoch 13][Batch 39], Speed: 226.829 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.075 [Epoch 13][Batch 49], Speed: 199.810 samples/sec, LR=0.0005, WHL1=0.405, CenterRegL1=0.240, HeatmapFocal=3.074 [Epoch 13][Batch 59], Speed: 220.704 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.239, HeatmapFocal=3.073 [Epoch 13][Batch 69], Speed: 201.178 samples/sec, LR=0.0005, WHL1=0.409, CenterRegL1=0.240, HeatmapFocal=3.072 [Epoch 13][Batch 79], Speed: 210.301 samples/sec, LR=0.0005, WHL1=0.409, CenterRegL1=0.240, HeatmapFocal=3.071 [Epoch 13][Batch 89], Speed: 204.109 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.071 [Epoch 13][Batch 99], Speed: 217.700 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.070 [Epoch 13][Batch 109], Speed: 225.845 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.240, HeatmapFocal=3.069 [Epoch 13][Batch 119], Speed: 217.895 samples/sec, LR=0.0005, WHL1=0.409, CenterRegL1=0.240, HeatmapFocal=3.068 [Epoch 13][Batch 129], Speed: 197.927 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.240, HeatmapFocal=3.067 [Epoch 13][Batch 139], Speed: 213.711 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.240, HeatmapFocal=3.066 [Epoch 13][Batch 149], Speed: 222.901 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.065 [Epoch 13][Batch 159], Speed: 209.747 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.064 [Epoch 13][Batch 169], Speed: 223.658 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.063 [Epoch 13][Batch 179], Speed: 209.889 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.063 [Epoch 13][Batch 189], Speed: 207.720 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.062 [Epoch 13][Batch 199], Speed: 213.728 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.061 [Epoch 13][Batch 209], Speed: 222.321 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.060 [Epoch 13][Batch 219], Speed: 203.357 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.059 [Epoch 13][Batch 229], Speed: 220.060 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.058 [Epoch 13][Batch 239], Speed: 195.538 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.057 [Epoch 13][Batch 249], Speed: 225.147 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.056 [Epoch 13][Batch 259], Speed: 215.883 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.056 [Epoch 13][Batch 269], Speed: 218.689 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.055 [Epoch 13][Batch 279], Speed: 201.718 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.054 [Epoch 13][Batch 289], Speed: 225.253 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.053 [Epoch 13][Batch 299], Speed: 201.250 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.052 [Epoch 13][Batch 309], Speed: 221.370 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.051 [Epoch 13][Batch 319], Speed: 226.941 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.050 [Epoch 13][Batch 329], Speed: 224.686 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.049 [Epoch 13][Batch 339], Speed: 223.941 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.049 [Epoch 13][Batch 349], Speed: 230.845 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.048 [Epoch 13][Batch 359], Speed: 218.685 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.240, HeatmapFocal=3.047 [Epoch 13][Batch 369], Speed: 208.062 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.046 [Epoch 13][Batch 379], Speed: 211.098 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.045 [Epoch 13][Batch 389], Speed: 225.320 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.044 [Epoch 13][Batch 399], Speed: 208.290 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.043 [Epoch 13][Batch 409], Speed: 224.048 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.043 [Epoch 13][Batch 419], Speed: 192.078 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=3.042 [Epoch 13][Batch 429], Speed: 219.538 samples/sec, LR=0.0005, WHL1=0.405, CenterRegL1=0.239, HeatmapFocal=3.041 [Epoch 13][Batch 439], Speed: 222.797 samples/sec, LR=0.0005, WHL1=0.405, CenterRegL1=0.239, HeatmapFocal=3.040 [Epoch 13][Batch 449], Speed: 213.636 samples/sec, LR=0.0005, WHL1=0.405, CenterRegL1=0.239, HeatmapFocal=3.039 [Epoch 13][Batch 459], Speed: 216.568 samples/sec, LR=0.0005, WHL1=0.405, CenterRegL1=0.239, HeatmapFocal=3.038 [Epoch 13][Batch 469], Speed: 221.863 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.038 [Epoch 13][Batch 479], Speed: 214.353 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.037 [Epoch 13][Batch 489], Speed: 210.610 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.036 [Epoch 13][Batch 499], Speed: 212.250 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.035 [Epoch 13][Batch 509], Speed: 222.655 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.034 [Epoch 13][Batch 519], Speed: 203.500 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.033 [Epoch 13][Batch 529], Speed: 207.867 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.033 [Epoch 13][Batch 539], Speed: 190.093 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.032 [Epoch 13][Batch 549], Speed: 206.768 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.031 [Epoch 13][Batch 559], Speed: 227.674 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.030 [Epoch 13][Batch 569], Speed: 228.537 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.029 [Epoch 13][Batch 579], Speed: 218.781 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.028 [Epoch 13][Batch 589], Speed: 213.293 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.028 [Epoch 13][Batch 599], Speed: 209.049 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.027 [Epoch 13][Batch 609], Speed: 201.989 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.026 [Epoch 13][Batch 619], Speed: 213.321 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.025 [Epoch 13][Batch 629], Speed: 219.041 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.024 [Epoch 13][Batch 639], Speed: 207.705 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.023 [Epoch 13][Batch 649], Speed: 212.274 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.023 [Epoch 13][Batch 659], Speed: 229.514 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.022 [Epoch 13][Batch 669], Speed: 220.838 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.021 [Epoch 13][Batch 679], Speed: 225.523 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.239, HeatmapFocal=3.020 [Epoch 13][Batch 689], Speed: 227.140 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.019 [Epoch 13][Batch 699], Speed: 220.850 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.019 [Epoch 13][Batch 709], Speed: 225.989 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.018 [Epoch 13][Batch 719], Speed: 219.117 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.017 [Epoch 13][Batch 729], Speed: 212.961 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.016 [Epoch 13][Batch 739], Speed: 221.579 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.015 [Epoch 13][Batch 749], Speed: 199.654 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.015 [Epoch 13][Batch 759], Speed: 202.758 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.014 [Epoch 13][Batch 769], Speed: 213.306 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.013 [Epoch 13][Batch 779], Speed: 210.117 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.012 [Epoch 13][Batch 789], Speed: 213.553 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.011 [Epoch 13][Batch 799], Speed: 201.461 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.011 [Epoch 13][Batch 809], Speed: 209.498 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.010 [Epoch 13][Batch 819], Speed: 201.387 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.009 [Epoch 13][Batch 829], Speed: 209.991 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.008 [Epoch 13][Batch 839], Speed: 216.054 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.007 [Epoch 13][Batch 849], Speed: 213.309 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.007 [Epoch 13][Batch 859], Speed: 230.387 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.006 [Epoch 13][Batch 869], Speed: 215.687 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.005 [Epoch 13][Batch 879], Speed: 202.760 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.004 [Epoch 13][Batch 889], Speed: 228.227 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.003 [Epoch 13][Batch 899], Speed: 240.666 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.003 [Epoch 13][Batch 909], Speed: 205.083 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.002 [Epoch 13] Training cost: 572.157, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=3.001 [Epoch 14][Batch 9], Speed: 126.870 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=3.001 [Epoch 14][Batch 19], Speed: 225.044 samples/sec, LR=0.0005, WHL1=0.397, CenterRegL1=0.240, HeatmapFocal=3.000 [Epoch 14][Batch 29], Speed: 214.525 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.240, HeatmapFocal=2.999 [Epoch 14][Batch 39], Speed: 227.944 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.241, HeatmapFocal=2.998 [Epoch 14][Batch 49], Speed: 206.267 samples/sec, LR=0.0005, WHL1=0.408, CenterRegL1=0.241, HeatmapFocal=2.997 [Epoch 14][Batch 59], Speed: 202.682 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=2.997 [Epoch 14][Batch 69], Speed: 189.902 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.996 [Epoch 14][Batch 79], Speed: 225.107 samples/sec, LR=0.0005, WHL1=0.405, CenterRegL1=0.240, HeatmapFocal=2.995 [Epoch 14][Batch 89], Speed: 212.390 samples/sec, LR=0.0005, WHL1=0.406, CenterRegL1=0.240, HeatmapFocal=2.994 [Epoch 14][Batch 99], Speed: 208.926 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.240, HeatmapFocal=2.993 [Epoch 14][Batch 109], Speed: 220.966 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.993 [Epoch 14][Batch 119], Speed: 217.287 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.992 [Epoch 14][Batch 129], Speed: 212.352 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.991 [Epoch 14][Batch 139], Speed: 231.174 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.990 [Epoch 14][Batch 149], Speed: 197.880 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.990 [Epoch 14][Batch 159], Speed: 209.938 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.989 [Epoch 14][Batch 169], Speed: 223.842 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.988 [Epoch 14][Batch 179], Speed: 208.085 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.987 [Epoch 14][Batch 189], Speed: 192.863 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.986 [Epoch 14][Batch 199], Speed: 216.843 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.986 [Epoch 14][Batch 209], Speed: 219.944 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.985 [Epoch 14][Batch 219], Speed: 220.383 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.984 [Epoch 14][Batch 229], Speed: 211.903 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.983 [Epoch 14][Batch 239], Speed: 202.075 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.983 [Epoch 14][Batch 249], Speed: 197.280 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.982 [Epoch 14][Batch 259], Speed: 222.149 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.981 [Epoch 14][Batch 269], Speed: 214.267 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.980 [Epoch 14][Batch 279], Speed: 202.473 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.979 [Epoch 14][Batch 289], Speed: 219.113 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.240, HeatmapFocal=2.979 [Epoch 14][Batch 299], Speed: 222.139 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.978 [Epoch 14][Batch 309], Speed: 208.185 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.977 [Epoch 14][Batch 319], Speed: 223.098 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.976 [Epoch 14][Batch 329], Speed: 219.856 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.976 [Epoch 14][Batch 339], Speed: 215.774 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.975 [Epoch 14][Batch 349], Speed: 214.865 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.974 [Epoch 14][Batch 359], Speed: 213.775 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.973 [Epoch 14][Batch 369], Speed: 195.277 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.972 [Epoch 14][Batch 379], Speed: 224.183 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.972 [Epoch 14][Batch 389], Speed: 206.347 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.240, HeatmapFocal=2.971 [Epoch 14][Batch 399], Speed: 217.245 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.240, HeatmapFocal=2.970 [Epoch 14][Batch 409], Speed: 223.903 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.970 [Epoch 14][Batch 419], Speed: 222.742 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.969 [Epoch 14][Batch 429], Speed: 190.626 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.968 [Epoch 14][Batch 439], Speed: 228.182 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.967 [Epoch 14][Batch 449], Speed: 211.938 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.967 [Epoch 14][Batch 459], Speed: 211.835 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.966 [Epoch 14][Batch 469], Speed: 231.907 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.965 [Epoch 14][Batch 479], Speed: 204.619 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.964 [Epoch 14][Batch 489], Speed: 198.812 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.964 [Epoch 14][Batch 499], Speed: 215.358 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.963 [Epoch 14][Batch 509], Speed: 202.222 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.962 [Epoch 14][Batch 519], Speed: 206.840 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.961 [Epoch 14][Batch 529], Speed: 237.887 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.961 [Epoch 14][Batch 539], Speed: 186.891 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.960 [Epoch 14][Batch 549], Speed: 196.984 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.959 [Epoch 14][Batch 559], Speed: 226.625 samples/sec, LR=0.0005, WHL1=0.404, CenterRegL1=0.239, HeatmapFocal=2.958 [Epoch 14][Batch 569], Speed: 204.969 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.958 [Epoch 14][Batch 579], Speed: 203.281 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.957 [Epoch 14][Batch 589], Speed: 227.766 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.956 [Epoch 14][Batch 599], Speed: 208.453 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.955 [Epoch 14][Batch 609], Speed: 204.929 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.955 [Epoch 14][Batch 619], Speed: 226.485 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.954 [Epoch 14][Batch 629], Speed: 204.831 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.953 [Epoch 14][Batch 639], Speed: 216.266 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.953 [Epoch 14][Batch 649], Speed: 228.156 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.952 [Epoch 14][Batch 659], Speed: 213.697 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.951 [Epoch 14][Batch 669], Speed: 198.850 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.950 [Epoch 14][Batch 679], Speed: 226.647 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.950 [Epoch 14][Batch 689], Speed: 199.252 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.949 [Epoch 14][Batch 699], Speed: 208.343 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.948 [Epoch 14][Batch 709], Speed: 214.220 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.947 [Epoch 14][Batch 719], Speed: 203.527 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.947 [Epoch 14][Batch 729], Speed: 201.068 samples/sec, LR=0.0005, WHL1=0.403, CenterRegL1=0.239, HeatmapFocal=2.946 [Epoch 14][Batch 739], Speed: 212.736 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.945 [Epoch 14][Batch 749], Speed: 214.315 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.945 [Epoch 14][Batch 759], Speed: 199.564 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.944 [Epoch 14][Batch 769], Speed: 216.769 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.943 [Epoch 14][Batch 779], Speed: 213.305 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.942 [Epoch 14][Batch 789], Speed: 195.167 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.942 [Epoch 14][Batch 799], Speed: 211.669 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.941 [Epoch 14][Batch 809], Speed: 226.001 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.940 [Epoch 14][Batch 819], Speed: 207.518 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.940 [Epoch 14][Batch 829], Speed: 217.954 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.939 [Epoch 14][Batch 839], Speed: 220.720 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.938 [Epoch 14][Batch 849], Speed: 209.787 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.937 [Epoch 14][Batch 859], Speed: 218.064 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.937 [Epoch 14][Batch 869], Speed: 214.111 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.936 [Epoch 14][Batch 879], Speed: 210.960 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.935 [Epoch 14][Batch 889], Speed: 234.980 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.935 [Epoch 14][Batch 899], Speed: 224.455 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.934 [Epoch 14][Batch 909], Speed: 204.908 samples/sec, LR=0.0005, WHL1=0.402, CenterRegL1=0.239, HeatmapFocal=2.933 [Epoch 14] Training cost: 574.212, WHL1=0.401, CenterRegL1=0.239, HeatmapFocal=2.933 [Epoch 15][Batch 9], Speed: 128.358 samples/sec, LR=0.0005, WHL1=0.411, CenterRegL1=0.240, HeatmapFocal=2.932 [Epoch 15][Batch 19], Speed: 213.740 samples/sec, LR=0.0005, WHL1=0.411, CenterRegL1=0.239, HeatmapFocal=2.931 [Epoch 15][Batch 29], Speed: 222.066 samples/sec, LR=0.0005, WHL1=0.407, CenterRegL1=0.239, HeatmapFocal=2.931 [Epoch 15][Batch 39], Speed: 227.313 samples/sec, LR=0.0005, WHL1=0.401, CenterRegL1=0.239, HeatmapFocal=2.930 [Epoch 15][Batch 49], Speed: 199.025 samples/sec, LR=0.0005, WHL1=0.398, CenterRegL1=0.239, HeatmapFocal=2.929 [Epoch 15][Batch 59], Speed: 215.374 samples/sec, LR=0.0005, WHL1=0.397, CenterRegL1=0.239, HeatmapFocal=2.928 [Epoch 15][Batch 69], Speed: 197.620 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.928 [Epoch 15][Batch 79], Speed: 214.205 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.927 [Epoch 15][Batch 89], Speed: 222.852 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.926 [Epoch 15][Batch 99], Speed: 232.744 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.926 [Epoch 15][Batch 109], Speed: 202.103 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.925 [Epoch 15][Batch 119], Speed: 208.641 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.924 [Epoch 15][Batch 129], Speed: 209.515 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.924 [Epoch 15][Batch 139], Speed: 189.169 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.923 [Epoch 15][Batch 149], Speed: 208.554 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.922 [Epoch 15][Batch 159], Speed: 201.105 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.921 [Epoch 15][Batch 169], Speed: 214.161 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.921 [Epoch 15][Batch 179], Speed: 205.178 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.238, HeatmapFocal=2.920 [Epoch 15][Batch 189], Speed: 212.434 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.238, HeatmapFocal=2.919 [Epoch 15][Batch 199], Speed: 202.869 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.238, HeatmapFocal=2.919 [Epoch 15][Batch 209], Speed: 200.069 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.238, HeatmapFocal=2.918 [Epoch 15][Batch 219], Speed: 211.572 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.917 [Epoch 15][Batch 229], Speed: 209.952 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.917 [Epoch 15][Batch 239], Speed: 205.939 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.916 [Epoch 15][Batch 249], Speed: 208.177 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.915 [Epoch 15][Batch 259], Speed: 213.080 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.914 [Epoch 15][Batch 269], Speed: 212.805 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.914 [Epoch 15][Batch 279], Speed: 195.938 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.913 [Epoch 15][Batch 289], Speed: 216.736 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.912 [Epoch 15][Batch 299], Speed: 216.468 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.912 [Epoch 15][Batch 309], Speed: 218.572 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.911 [Epoch 15][Batch 319], Speed: 204.602 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.910 [Epoch 15][Batch 329], Speed: 216.515 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.910 [Epoch 15][Batch 339], Speed: 214.899 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.909 [Epoch 15][Batch 349], Speed: 214.929 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.908 [Epoch 15][Batch 359], Speed: 205.474 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.908 [Epoch 15][Batch 369], Speed: 219.224 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.907 [Epoch 15][Batch 379], Speed: 213.008 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.906 [Epoch 15][Batch 389], Speed: 195.364 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.906 [Epoch 15][Batch 399], Speed: 198.298 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.905 [Epoch 15][Batch 409], Speed: 191.140 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.904 [Epoch 15][Batch 419], Speed: 196.113 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.904 [Epoch 15][Batch 429], Speed: 201.376 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.903 [Epoch 15][Batch 439], Speed: 209.840 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.902 [Epoch 15][Batch 449], Speed: 214.693 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.902 [Epoch 15][Batch 459], Speed: 216.604 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.901 [Epoch 15][Batch 469], Speed: 210.892 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.900 [Epoch 15][Batch 479], Speed: 219.650 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.900 [Epoch 15][Batch 489], Speed: 210.214 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.899 [Epoch 15][Batch 499], Speed: 200.943 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.898 [Epoch 15][Batch 509], Speed: 210.808 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.898 [Epoch 15][Batch 519], Speed: 224.254 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.897 [Epoch 15][Batch 529], Speed: 211.067 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.896 [Epoch 15][Batch 539], Speed: 188.170 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.896 [Epoch 15][Batch 549], Speed: 199.199 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.895 [Epoch 15][Batch 559], Speed: 201.356 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.894 [Epoch 15][Batch 569], Speed: 196.873 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.894 [Epoch 15][Batch 579], Speed: 198.586 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.893 [Epoch 15][Batch 589], Speed: 198.859 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.892 [Epoch 15][Batch 599], Speed: 195.446 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.892 [Epoch 15][Batch 609], Speed: 209.019 samples/sec, LR=0.0005, WHL1=0.396, CenterRegL1=0.239, HeatmapFocal=2.891 [Epoch 15][Batch 619], Speed: 200.201 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.890 [Epoch 15][Batch 629], Speed: 200.643 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.890 [Epoch 15][Batch 639], Speed: 201.997 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.889 [Epoch 15][Batch 649], Speed: 210.971 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.889 [Epoch 15][Batch 659], Speed: 210.938 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.888 [Epoch 15][Batch 669], Speed: 213.029 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.887 [Epoch 15][Batch 679], Speed: 202.398 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.887 [Epoch 15][Batch 689], Speed: 197.765 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.886 [Epoch 15][Batch 699], Speed: 210.583 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.885 [Epoch 15][Batch 709], Speed: 208.928 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.885 [Epoch 15][Batch 719], Speed: 210.590 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.884 [Epoch 15][Batch 729], Speed: 207.410 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.883 [Epoch 15][Batch 739], Speed: 214.626 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.883 [Epoch 15][Batch 749], Speed: 206.940 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.882 [Epoch 15][Batch 759], Speed: 212.651 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.881 [Epoch 15][Batch 769], Speed: 222.063 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.881 [Epoch 15][Batch 779], Speed: 204.374 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.880 [Epoch 15][Batch 789], Speed: 218.961 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.879 [Epoch 15][Batch 799], Speed: 201.309 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.879 [Epoch 15][Batch 809], Speed: 204.416 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.878 [Epoch 15][Batch 819], Speed: 213.390 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.877 [Epoch 15][Batch 829], Speed: 226.493 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.877 [Epoch 15][Batch 839], Speed: 218.516 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.876 [Epoch 15][Batch 849], Speed: 224.110 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.876 [Epoch 15][Batch 859], Speed: 209.921 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.875 [Epoch 15][Batch 869], Speed: 206.979 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.874 [Epoch 15][Batch 879], Speed: 197.107 samples/sec, LR=0.0005, WHL1=0.394, CenterRegL1=0.239, HeatmapFocal=2.874 [Epoch 15][Batch 889], Speed: 226.828 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.873 [Epoch 15][Batch 899], Speed: 206.270 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.872 [Epoch 15][Batch 909], Speed: 220.183 samples/sec, LR=0.0005, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.872 [Epoch 15] Training cost: 572.418, WHL1=0.395, CenterRegL1=0.239, HeatmapFocal=2.871 [Epoch 16][Batch 9], Speed: 139.554 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.239, HeatmapFocal=2.871 [Epoch 16][Batch 19], Speed: 196.605 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.870 [Epoch 16][Batch 29], Speed: 227.728 samples/sec, LR=0.0005, WHL1=0.391, CenterRegL1=0.239, HeatmapFocal=2.869 [Epoch 16][Batch 39], Speed: 225.488 samples/sec, LR=0.0005, WHL1=0.390, CenterRegL1=0.239, HeatmapFocal=2.869 [Epoch 16][Batch 49], Speed: 200.558 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.868 [Epoch 16][Batch 59], Speed: 215.914 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.868 [Epoch 16][Batch 69], Speed: 209.339 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.867 [Epoch 16][Batch 79], Speed: 220.833 samples/sec, LR=0.0005, WHL1=0.387, CenterRegL1=0.239, HeatmapFocal=2.866 [Epoch 16][Batch 89], Speed: 222.915 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.866 [Epoch 16][Batch 99], Speed: 199.645 samples/sec, LR=0.0005, WHL1=0.385, CenterRegL1=0.239, HeatmapFocal=2.865 [Epoch 16][Batch 109], Speed: 225.550 samples/sec, LR=0.0005, WHL1=0.384, CenterRegL1=0.238, HeatmapFocal=2.864 [Epoch 16][Batch 119], Speed: 224.270 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.864 [Epoch 16][Batch 129], Speed: 212.018 samples/sec, LR=0.0005, WHL1=0.385, CenterRegL1=0.239, HeatmapFocal=2.863 [Epoch 16][Batch 139], Speed: 229.555 samples/sec, LR=0.0005, WHL1=0.385, CenterRegL1=0.239, HeatmapFocal=2.862 [Epoch 16][Batch 149], Speed: 217.395 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.862 [Epoch 16][Batch 159], Speed: 212.852 samples/sec, LR=0.0005, WHL1=0.387, CenterRegL1=0.238, HeatmapFocal=2.861 [Epoch 16][Batch 169], Speed: 217.335 samples/sec, LR=0.0005, WHL1=0.387, CenterRegL1=0.238, HeatmapFocal=2.861 [Epoch 16][Batch 179], Speed: 220.098 samples/sec, LR=0.0005, WHL1=0.387, CenterRegL1=0.239, HeatmapFocal=2.860 [Epoch 16][Batch 189], Speed: 199.876 samples/sec, LR=0.0005, WHL1=0.386, CenterRegL1=0.239, HeatmapFocal=2.859 [Epoch 16][Batch 199], Speed: 228.822 samples/sec, LR=0.0005, WHL1=0.387, CenterRegL1=0.239, HeatmapFocal=2.859 [Epoch 16][Batch 209], Speed: 222.627 samples/sec, LR=0.0005, WHL1=0.387, CenterRegL1=0.239, HeatmapFocal=2.858 [Epoch 16][Batch 219], Speed: 205.615 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.857 [Epoch 16][Batch 229], Speed: 224.500 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.857 [Epoch 16][Batch 239], Speed: 223.807 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.856 [Epoch 16][Batch 249], Speed: 205.335 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.856 [Epoch 16][Batch 259], Speed: 220.816 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.855 [Epoch 16][Batch 269], Speed: 211.075 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.854 [Epoch 16][Batch 279], Speed: 219.107 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.854 [Epoch 16][Batch 289], Speed: 224.986 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.853 [Epoch 16][Batch 299], Speed: 233.855 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.852 [Epoch 16][Batch 309], Speed: 194.273 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.852 [Epoch 16][Batch 319], Speed: 220.374 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.851 [Epoch 16][Batch 329], Speed: 221.264 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.851 [Epoch 16][Batch 339], Speed: 217.997 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.850 [Epoch 16][Batch 349], Speed: 214.085 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.849 [Epoch 16][Batch 359], Speed: 220.593 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.849 [Epoch 16][Batch 369], Speed: 207.539 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.848 [Epoch 16][Batch 379], Speed: 224.350 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.848 [Epoch 16][Batch 389], Speed: 212.710 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.847 [Epoch 16][Batch 399], Speed: 213.335 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.846 [Epoch 16][Batch 409], Speed: 207.928 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.846 [Epoch 16][Batch 419], Speed: 227.373 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.845 [Epoch 16][Batch 429], Speed: 203.445 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.844 [Epoch 16][Batch 439], Speed: 217.158 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.844 [Epoch 16][Batch 449], Speed: 203.474 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.843 [Epoch 16][Batch 459], Speed: 217.778 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.843 [Epoch 16][Batch 469], Speed: 200.978 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.842 [Epoch 16][Batch 479], Speed: 219.302 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.841 [Epoch 16][Batch 489], Speed: 194.162 samples/sec, LR=0.0005, WHL1=0.389, CenterRegL1=0.239, HeatmapFocal=2.841 [Epoch 16][Batch 499], Speed: 215.066 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.840 [Epoch 16][Batch 509], Speed: 204.640 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.840 [Epoch 16][Batch 519], Speed: 200.289 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.839 [Epoch 16][Batch 529], Speed: 227.373 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.838 [Epoch 16][Batch 539], Speed: 194.043 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.838 [Epoch 16][Batch 549], Speed: 186.457 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.837 [Epoch 16][Batch 559], Speed: 212.339 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.837 [Epoch 16][Batch 569], Speed: 209.171 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.836 [Epoch 16][Batch 579], Speed: 195.926 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.836 [Epoch 16][Batch 589], Speed: 218.452 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.835 [Epoch 16][Batch 599], Speed: 220.725 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.834 [Epoch 16][Batch 609], Speed: 192.896 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.834 [Epoch 16][Batch 619], Speed: 217.603 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.833 [Epoch 16][Batch 629], Speed: 208.653 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.833 [Epoch 16][Batch 639], Speed: 216.301 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.832 [Epoch 16][Batch 649], Speed: 211.190 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.831 [Epoch 16][Batch 659], Speed: 209.633 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.831 [Epoch 16][Batch 669], Speed: 203.365 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.830 [Epoch 16][Batch 679], Speed: 210.139 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.830 [Epoch 16][Batch 689], Speed: 220.343 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.829 [Epoch 16][Batch 699], Speed: 204.193 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.828 [Epoch 16][Batch 709], Speed: 229.009 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.828 [Epoch 16][Batch 719], Speed: 198.410 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.827 [Epoch 16][Batch 729], Speed: 195.783 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.827 [Epoch 16][Batch 739], Speed: 211.832 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.826 [Epoch 16][Batch 749], Speed: 214.463 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.825 [Epoch 16][Batch 759], Speed: 200.828 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.825 [Epoch 16][Batch 769], Speed: 216.167 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.824 [Epoch 16][Batch 779], Speed: 218.613 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.824 [Epoch 16][Batch 789], Speed: 189.110 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.823 [Epoch 16][Batch 799], Speed: 213.934 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.823 [Epoch 16][Batch 809], Speed: 215.231 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.822 [Epoch 16][Batch 819], Speed: 204.224 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.821 [Epoch 16][Batch 829], Speed: 217.795 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.821 [Epoch 16][Batch 839], Speed: 207.575 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.820 [Epoch 16][Batch 849], Speed: 208.558 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.820 [Epoch 16][Batch 859], Speed: 221.338 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.819 [Epoch 16][Batch 869], Speed: 209.055 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.819 [Epoch 16][Batch 879], Speed: 218.046 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.818 [Epoch 16][Batch 889], Speed: 216.565 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.817 [Epoch 16][Batch 899], Speed: 213.643 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.239, HeatmapFocal=2.817 [Epoch 16][Batch 909], Speed: 219.056 samples/sec, LR=0.0005, WHL1=0.388, CenterRegL1=0.238, HeatmapFocal=2.816 [Epoch 16] Training cost: 571.710, WHL1=0.388, CenterRegL1=0.238, HeatmapFocal=2.816 [Epoch 17][Batch 9], Speed: 141.804 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.815 [Epoch 17][Batch 19], Speed: 204.205 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.237, HeatmapFocal=2.815 [Epoch 17][Batch 29], Speed: 214.262 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.814 [Epoch 17][Batch 39], Speed: 208.798 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.814 [Epoch 17][Batch 49], Speed: 196.909 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.238, HeatmapFocal=2.813 [Epoch 17][Batch 59], Speed: 225.995 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.812 [Epoch 17][Batch 69], Speed: 209.132 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.812 [Epoch 17][Batch 79], Speed: 197.957 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.811 [Epoch 17][Batch 89], Speed: 217.991 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.237, HeatmapFocal=2.811 [Epoch 17][Batch 99], Speed: 227.839 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.237, HeatmapFocal=2.810 [Epoch 17][Batch 109], Speed: 218.122 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.810 [Epoch 17][Batch 119], Speed: 201.762 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.237, HeatmapFocal=2.809 [Epoch 17][Batch 129], Speed: 227.892 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.238, HeatmapFocal=2.809 [Epoch 17][Batch 139], Speed: 189.151 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.808 [Epoch 17][Batch 149], Speed: 216.444 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.807 [Epoch 17][Batch 159], Speed: 199.440 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.237, HeatmapFocal=2.807 [Epoch 17][Batch 169], Speed: 209.919 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.806 [Epoch 17][Batch 179], Speed: 210.078 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.806 [Epoch 17][Batch 189], Speed: 211.393 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.805 [Epoch 17][Batch 199], Speed: 212.537 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.238, HeatmapFocal=2.805 [Epoch 17][Batch 209], Speed: 211.397 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.238, HeatmapFocal=2.804 [Epoch 17][Batch 219], Speed: 210.051 samples/sec, LR=0.0005, WHL1=0.383, CenterRegL1=0.238, HeatmapFocal=2.803 [Epoch 17][Batch 229], Speed: 221.296 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.803 [Epoch 17][Batch 239], Speed: 207.806 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.802 [Epoch 17][Batch 249], Speed: 217.419 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.802 [Epoch 17][Batch 259], Speed: 212.896 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.801 [Epoch 17][Batch 269], Speed: 215.774 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.801 [Epoch 17][Batch 279], Speed: 210.962 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.238, HeatmapFocal=2.800 [Epoch 17][Batch 289], Speed: 232.385 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.238, HeatmapFocal=2.799 [Epoch 17][Batch 299], Speed: 221.436 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.799 [Epoch 17][Batch 309], Speed: 214.348 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.798 [Epoch 17][Batch 319], Speed: 211.303 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.798 [Epoch 17][Batch 329], Speed: 202.667 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.797 [Epoch 17][Batch 339], Speed: 207.227 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.797 [Epoch 17][Batch 349], Speed: 231.816 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.796 [Epoch 17][Batch 359], Speed: 205.527 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.795 [Epoch 17][Batch 369], Speed: 198.384 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.795 [Epoch 17][Batch 379], Speed: 202.359 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.794 [Epoch 17][Batch 389], Speed: 211.989 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.794 [Epoch 17][Batch 399], Speed: 202.056 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.793 [Epoch 17][Batch 409], Speed: 202.592 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.793 [Epoch 17][Batch 419], Speed: 214.022 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.792 [Epoch 17][Batch 429], Speed: 210.635 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.792 [Epoch 17][Batch 439], Speed: 198.953 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.791 [Epoch 17][Batch 449], Speed: 206.333 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.791 [Epoch 17][Batch 459], Speed: 201.981 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.790 [Epoch 17][Batch 469], Speed: 217.397 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.789 [Epoch 17][Batch 479], Speed: 213.974 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.789 [Epoch 17][Batch 489], Speed: 207.558 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.788 [Epoch 17][Batch 499], Speed: 207.970 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.788 [Epoch 17][Batch 509], Speed: 200.919 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.787 [Epoch 17][Batch 519], Speed: 194.975 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.787 [Epoch 17][Batch 529], Speed: 220.636 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.786 [Epoch 17][Batch 539], Speed: 219.786 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.786 [Epoch 17][Batch 549], Speed: 208.937 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.785 [Epoch 17][Batch 559], Speed: 217.756 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.784 [Epoch 17][Batch 569], Speed: 201.462 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.784 [Epoch 17][Batch 579], Speed: 205.828 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.783 [Epoch 17][Batch 589], Speed: 216.812 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.783 [Epoch 17][Batch 599], Speed: 207.841 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.782 [Epoch 17][Batch 609], Speed: 212.515 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.782 [Epoch 17][Batch 619], Speed: 212.709 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.781 [Epoch 17][Batch 629], Speed: 202.594 samples/sec, LR=0.0005, WHL1=0.381, CenterRegL1=0.238, HeatmapFocal=2.781 [Epoch 17][Batch 639], Speed: 215.960 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.780 [Epoch 17][Batch 649], Speed: 211.596 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.780 [Epoch 17][Batch 659], Speed: 237.479 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.779 [Epoch 17][Batch 669], Speed: 213.108 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.778 [Epoch 17][Batch 679], Speed: 207.232 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.778 [Epoch 17][Batch 689], Speed: 185.938 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.777 [Epoch 17][Batch 699], Speed: 217.729 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.777 [Epoch 17][Batch 709], Speed: 224.185 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.776 [Epoch 17][Batch 719], Speed: 220.254 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.776 [Epoch 17][Batch 729], Speed: 210.536 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.775 [Epoch 17][Batch 739], Speed: 202.473 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.775 [Epoch 17][Batch 749], Speed: 206.545 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.774 [Epoch 17][Batch 759], Speed: 214.085 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.774 [Epoch 17][Batch 769], Speed: 227.152 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.773 [Epoch 17][Batch 779], Speed: 213.529 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.773 [Epoch 17][Batch 789], Speed: 213.229 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.772 [Epoch 17][Batch 799], Speed: 212.426 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.772 [Epoch 17][Batch 809], Speed: 207.846 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.771 [Epoch 17][Batch 819], Speed: 208.709 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.771 [Epoch 17][Batch 829], Speed: 229.578 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.770 [Epoch 17][Batch 839], Speed: 214.287 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.770 [Epoch 17][Batch 849], Speed: 223.568 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.769 [Epoch 17][Batch 859], Speed: 224.992 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.769 [Epoch 17][Batch 869], Speed: 219.598 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.768 [Epoch 17][Batch 879], Speed: 224.082 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.767 [Epoch 17][Batch 889], Speed: 234.544 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.767 [Epoch 17][Batch 899], Speed: 205.133 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.766 [Epoch 17][Batch 909], Speed: 210.000 samples/sec, LR=0.0005, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.766 [Epoch 17] Training cost: 568.706, WHL1=0.382, CenterRegL1=0.238, HeatmapFocal=2.766 [Epoch 18][Batch 9], Speed: 117.624 samples/sec, LR=0.0005, WHL1=0.360, CenterRegL1=0.236, HeatmapFocal=2.765 [Epoch 18][Batch 19], Speed: 211.915 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.238, HeatmapFocal=2.764 [Epoch 18][Batch 29], Speed: 221.758 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.764 [Epoch 18][Batch 39], Speed: 213.021 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.763 [Epoch 18][Batch 49], Speed: 197.477 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.763 [Epoch 18][Batch 59], Speed: 199.633 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.762 [Epoch 18][Batch 69], Speed: 205.248 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.762 [Epoch 18][Batch 79], Speed: 225.549 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.238, HeatmapFocal=2.761 [Epoch 18][Batch 89], Speed: 207.436 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.237, HeatmapFocal=2.761 [Epoch 18][Batch 99], Speed: 218.422 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.237, HeatmapFocal=2.760 [Epoch 18][Batch 109], Speed: 213.950 samples/sec, LR=0.0005, WHL1=0.375, CenterRegL1=0.237, HeatmapFocal=2.760 [Epoch 18][Batch 119], Speed: 200.358 samples/sec, LR=0.0005, WHL1=0.376, CenterRegL1=0.238, HeatmapFocal=2.759 [Epoch 18][Batch 129], Speed: 209.857 samples/sec, LR=0.0005, WHL1=0.376, CenterRegL1=0.238, HeatmapFocal=2.759 [Epoch 18][Batch 139], Speed: 225.677 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.238, HeatmapFocal=2.758 [Epoch 18][Batch 149], Speed: 214.048 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.238, HeatmapFocal=2.758 [Epoch 18][Batch 159], Speed: 227.623 samples/sec, LR=0.0005, WHL1=0.375, CenterRegL1=0.238, HeatmapFocal=2.757 [Epoch 18][Batch 169], Speed: 205.260 samples/sec, LR=0.0005, WHL1=0.375, CenterRegL1=0.238, HeatmapFocal=2.757 [Epoch 18][Batch 179], Speed: 209.277 samples/sec, LR=0.0005, WHL1=0.376, CenterRegL1=0.238, HeatmapFocal=2.756 [Epoch 18][Batch 189], Speed: 192.236 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.755 [Epoch 18][Batch 199], Speed: 222.126 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.755 [Epoch 18][Batch 209], Speed: 215.118 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.754 [Epoch 18][Batch 219], Speed: 225.574 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.754 [Epoch 18][Batch 229], Speed: 211.336 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.753 [Epoch 18][Batch 239], Speed: 219.945 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.753 [Epoch 18][Batch 249], Speed: 193.885 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.752 [Epoch 18][Batch 259], Speed: 218.983 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.752 [Epoch 18][Batch 269], Speed: 200.103 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.751 [Epoch 18][Batch 279], Speed: 225.344 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.751 [Epoch 18][Batch 289], Speed: 215.870 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.750 [Epoch 18][Batch 299], Speed: 207.647 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.750 [Epoch 18][Batch 309], Speed: 194.757 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.749 [Epoch 18][Batch 319], Speed: 226.521 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.238, HeatmapFocal=2.749 [Epoch 18][Batch 329], Speed: 203.436 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.238, HeatmapFocal=2.748 [Epoch 18][Batch 339], Speed: 221.116 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.238, HeatmapFocal=2.748 [Epoch 18][Batch 349], Speed: 211.354 samples/sec, LR=0.0005, WHL1=0.380, CenterRegL1=0.238, HeatmapFocal=2.747 [Epoch 18][Batch 359], Speed: 208.233 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.747 [Epoch 18][Batch 369], Speed: 205.833 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.746 [Epoch 18][Batch 379], Speed: 203.150 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.746 [Epoch 18][Batch 389], Speed: 206.218 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.745 [Epoch 18][Batch 399], Speed: 220.475 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.745 [Epoch 18][Batch 409], Speed: 209.775 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.744 [Epoch 18][Batch 419], Speed: 205.834 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.744 [Epoch 18][Batch 429], Speed: 192.631 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.743 [Epoch 18][Batch 439], Speed: 221.227 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.743 [Epoch 18][Batch 449], Speed: 204.874 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.742 [Epoch 18][Batch 459], Speed: 198.780 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.742 [Epoch 18][Batch 469], Speed: 223.388 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.741 [Epoch 18][Batch 479], Speed: 217.494 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.741 [Epoch 18][Batch 489], Speed: 200.433 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.740 [Epoch 18][Batch 499], Speed: 213.137 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.740 [Epoch 18][Batch 509], Speed: 217.652 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.739 [Epoch 18][Batch 519], Speed: 220.313 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.739 [Epoch 18][Batch 529], Speed: 221.120 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.738 [Epoch 18][Batch 539], Speed: 218.891 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.738 [Epoch 18][Batch 549], Speed: 187.997 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.737 [Epoch 18][Batch 559], Speed: 221.469 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.737 [Epoch 18][Batch 569], Speed: 205.153 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.736 [Epoch 18][Batch 579], Speed: 233.819 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.736 [Epoch 18][Batch 589], Speed: 221.970 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.735 [Epoch 18][Batch 599], Speed: 219.835 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.735 [Epoch 18][Batch 609], Speed: 199.135 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.734 [Epoch 18][Batch 619], Speed: 213.285 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.734 [Epoch 18][Batch 629], Speed: 221.939 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.733 [Epoch 18][Batch 639], Speed: 220.827 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.733 [Epoch 18][Batch 649], Speed: 189.765 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.732 [Epoch 18][Batch 659], Speed: 212.640 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.732 [Epoch 18][Batch 669], Speed: 194.351 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.731 [Epoch 18][Batch 679], Speed: 225.315 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.731 [Epoch 18][Batch 689], Speed: 202.007 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.731 [Epoch 18][Batch 699], Speed: 215.463 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.730 [Epoch 18][Batch 709], Speed: 200.632 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.238, HeatmapFocal=2.730 [Epoch 18][Batch 719], Speed: 205.068 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.729 [Epoch 18][Batch 729], Speed: 203.674 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.729 [Epoch 18][Batch 739], Speed: 210.822 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.728 [Epoch 18][Batch 749], Speed: 210.956 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.728 [Epoch 18][Batch 759], Speed: 203.256 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.727 [Epoch 18][Batch 769], Speed: 222.328 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.727 [Epoch 18][Batch 779], Speed: 216.977 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.726 [Epoch 18][Batch 789], Speed: 198.937 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.726 [Epoch 18][Batch 799], Speed: 230.449 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.725 [Epoch 18][Batch 809], Speed: 209.337 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.725 [Epoch 18][Batch 819], Speed: 238.612 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.724 [Epoch 18][Batch 829], Speed: 230.250 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.724 [Epoch 18][Batch 839], Speed: 205.527 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.238, HeatmapFocal=2.723 [Epoch 18][Batch 849], Speed: 209.436 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.723 [Epoch 18][Batch 859], Speed: 209.470 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.722 [Epoch 18][Batch 869], Speed: 195.978 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.722 [Epoch 18][Batch 879], Speed: 216.936 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.721 [Epoch 18][Batch 889], Speed: 222.609 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.721 [Epoch 18][Batch 899], Speed: 217.146 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.720 [Epoch 18][Batch 909], Speed: 231.446 samples/sec, LR=0.0005, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.720 [Epoch 18] Training cost: 569.957, WHL1=0.378, CenterRegL1=0.238, HeatmapFocal=2.720 [Epoch 19][Batch 9], Speed: 125.948 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.238, HeatmapFocal=2.719 [Epoch 19][Batch 19], Speed: 183.410 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.238, HeatmapFocal=2.719 [Epoch 19][Batch 29], Speed: 217.787 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.718 [Epoch 19][Batch 39], Speed: 224.590 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.718 [Epoch 19][Batch 49], Speed: 212.954 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.717 [Epoch 19][Batch 59], Speed: 203.159 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.238, HeatmapFocal=2.717 [Epoch 19][Batch 69], Speed: 206.074 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.716 [Epoch 19][Batch 79], Speed: 209.574 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.716 [Epoch 19][Batch 89], Speed: 227.231 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.715 [Epoch 19][Batch 99], Speed: 219.852 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.715 [Epoch 19][Batch 109], Speed: 213.308 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.714 [Epoch 19][Batch 119], Speed: 199.767 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.714 [Epoch 19][Batch 129], Speed: 209.258 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.238, HeatmapFocal=2.713 [Epoch 19][Batch 139], Speed: 211.080 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.713 [Epoch 19][Batch 149], Speed: 217.780 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.712 [Epoch 19][Batch 159], Speed: 201.678 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.712 [Epoch 19][Batch 169], Speed: 204.876 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.711 [Epoch 19][Batch 179], Speed: 200.528 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.711 [Epoch 19][Batch 189], Speed: 189.178 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.710 [Epoch 19][Batch 199], Speed: 213.650 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.710 [Epoch 19][Batch 209], Speed: 225.787 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.709 [Epoch 19][Batch 219], Speed: 201.081 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.709 [Epoch 19][Batch 229], Speed: 208.575 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.238, HeatmapFocal=2.708 [Epoch 19][Batch 239], Speed: 198.357 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.708 [Epoch 19][Batch 249], Speed: 195.027 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.238, HeatmapFocal=2.708 [Epoch 19][Batch 259], Speed: 215.145 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.707 [Epoch 19][Batch 269], Speed: 209.888 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.707 [Epoch 19][Batch 279], Speed: 202.613 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.706 [Epoch 19][Batch 289], Speed: 219.315 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.237, HeatmapFocal=2.706 [Epoch 19][Batch 299], Speed: 211.168 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.705 [Epoch 19][Batch 309], Speed: 199.231 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.705 [Epoch 19][Batch 319], Speed: 215.053 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.704 [Epoch 19][Batch 329], Speed: 227.807 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.704 [Epoch 19][Batch 339], Speed: 208.742 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.703 [Epoch 19][Batch 349], Speed: 213.758 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.703 [Epoch 19][Batch 359], Speed: 200.191 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.702 [Epoch 19][Batch 369], Speed: 203.376 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.702 [Epoch 19][Batch 379], Speed: 207.704 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.701 [Epoch 19][Batch 389], Speed: 219.825 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.701 [Epoch 19][Batch 399], Speed: 229.242 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.701 [Epoch 19][Batch 409], Speed: 206.500 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.700 [Epoch 19][Batch 419], Speed: 191.053 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.700 [Epoch 19][Batch 429], Speed: 189.493 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.699 [Epoch 19][Batch 439], Speed: 213.084 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.699 [Epoch 19][Batch 449], Speed: 216.100 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.698 [Epoch 19][Batch 459], Speed: 216.898 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.698 [Epoch 19][Batch 469], Speed: 214.532 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.697 [Epoch 19][Batch 479], Speed: 199.199 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.697 [Epoch 19][Batch 489], Speed: 196.520 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.237, HeatmapFocal=2.696 [Epoch 19][Batch 499], Speed: 199.368 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.237, HeatmapFocal=2.696 [Epoch 19][Batch 509], Speed: 211.424 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.237, HeatmapFocal=2.695 [Epoch 19][Batch 519], Speed: 212.112 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.695 [Epoch 19][Batch 529], Speed: 213.456 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.237, HeatmapFocal=2.695 [Epoch 19][Batch 539], Speed: 203.760 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.694 [Epoch 19][Batch 549], Speed: 189.148 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.694 [Epoch 19][Batch 559], Speed: 208.313 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.693 [Epoch 19][Batch 569], Speed: 211.832 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.693 [Epoch 19][Batch 579], Speed: 229.722 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.238, HeatmapFocal=2.692 [Epoch 19][Batch 589], Speed: 205.934 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.692 [Epoch 19][Batch 599], Speed: 204.257 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.691 [Epoch 19][Batch 609], Speed: 195.358 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.691 [Epoch 19][Batch 619], Speed: 202.166 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.691 [Epoch 19][Batch 629], Speed: 226.092 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.690 [Epoch 19][Batch 639], Speed: 208.462 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.238, HeatmapFocal=2.690 [Epoch 19][Batch 649], Speed: 199.274 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.238, HeatmapFocal=2.689 [Epoch 19][Batch 659], Speed: 213.640 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.237, HeatmapFocal=2.689 [Epoch 19][Batch 669], Speed: 187.033 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.238, HeatmapFocal=2.688 [Epoch 19][Batch 679], Speed: 211.115 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.237, HeatmapFocal=2.688 [Epoch 19][Batch 689], Speed: 219.571 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.238, HeatmapFocal=2.687 [Epoch 19][Batch 699], Speed: 203.991 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.238, HeatmapFocal=2.687 [Epoch 19][Batch 709], Speed: 204.001 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.238, HeatmapFocal=2.687 [Epoch 19][Batch 719], Speed: 232.083 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.237, HeatmapFocal=2.686 [Epoch 19][Batch 729], Speed: 191.450 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.237, HeatmapFocal=2.686 [Epoch 19][Batch 739], Speed: 203.788 samples/sec, LR=0.0005, WHL1=0.372, CenterRegL1=0.237, HeatmapFocal=2.685 [Epoch 19][Batch 749], Speed: 216.472 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.685 [Epoch 19][Batch 759], Speed: 211.375 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.684 [Epoch 19][Batch 769], Speed: 197.511 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.684 [Epoch 19][Batch 779], Speed: 209.149 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.684 [Epoch 19][Batch 789], Speed: 202.268 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.683 [Epoch 19][Batch 799], Speed: 204.573 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.683 [Epoch 19][Batch 809], Speed: 238.747 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.682 [Epoch 19][Batch 819], Speed: 202.049 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.682 [Epoch 19][Batch 829], Speed: 218.573 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.681 [Epoch 19][Batch 839], Speed: 225.358 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.681 [Epoch 19][Batch 849], Speed: 224.609 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.680 [Epoch 19][Batch 859], Speed: 203.962 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.680 [Epoch 19][Batch 869], Speed: 224.695 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.680 [Epoch 19][Batch 879], Speed: 215.167 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.679 [Epoch 19][Batch 889], Speed: 208.700 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.679 [Epoch 19][Batch 899], Speed: 211.982 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.678 [Epoch 19][Batch 909], Speed: 216.815 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.237, HeatmapFocal=2.678 [Epoch 19] Training cost: 577.126, WHL1=0.374, CenterRegL1=0.237, HeatmapFocal=2.678 [Epoch 20][Batch 9], Speed: 119.165 samples/sec, LR=0.0005, WHL1=0.360, CenterRegL1=0.238, HeatmapFocal=2.677 [Epoch 20][Batch 19], Speed: 203.666 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.677 [Epoch 20][Batch 29], Speed: 230.351 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.676 [Epoch 20][Batch 39], Speed: 224.128 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.676 [Epoch 20][Batch 49], Speed: 215.937 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.675 [Epoch 20][Batch 59], Speed: 204.835 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.236, HeatmapFocal=2.675 [Epoch 20][Batch 69], Speed: 209.952 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.674 [Epoch 20][Batch 79], Speed: 209.866 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.674 [Epoch 20][Batch 89], Speed: 227.050 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.674 [Epoch 20][Batch 99], Speed: 230.342 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.673 [Epoch 20][Batch 109], Speed: 217.463 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.673 [Epoch 20][Batch 119], Speed: 198.467 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.672 [Epoch 20][Batch 129], Speed: 198.777 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.672 [Epoch 20][Batch 139], Speed: 211.485 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.671 [Epoch 20][Batch 149], Speed: 213.064 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.671 [Epoch 20][Batch 159], Speed: 226.022 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.671 [Epoch 20][Batch 169], Speed: 198.829 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.670 [Epoch 20][Batch 179], Speed: 228.464 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.670 [Epoch 20][Batch 189], Speed: 207.922 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.669 [Epoch 20][Batch 199], Speed: 217.399 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.669 [Epoch 20][Batch 209], Speed: 228.088 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.668 [Epoch 20][Batch 219], Speed: 216.829 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.668 [Epoch 20][Batch 229], Speed: 225.185 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.668 [Epoch 20][Batch 239], Speed: 200.486 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.667 [Epoch 20][Batch 249], Speed: 204.606 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.667 [Epoch 20][Batch 259], Speed: 219.985 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.666 [Epoch 20][Batch 269], Speed: 215.875 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.666 [Epoch 20][Batch 279], Speed: 220.596 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.665 [Epoch 20][Batch 289], Speed: 206.190 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.665 [Epoch 20][Batch 299], Speed: 216.814 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.664 [Epoch 20][Batch 309], Speed: 220.781 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.664 [Epoch 20][Batch 319], Speed: 200.560 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.664 [Epoch 20][Batch 329], Speed: 209.046 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.663 [Epoch 20][Batch 339], Speed: 223.462 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.663 [Epoch 20][Batch 349], Speed: 223.977 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.662 [Epoch 20][Batch 359], Speed: 216.096 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.662 [Epoch 20][Batch 369], Speed: 205.690 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.661 [Epoch 20][Batch 379], Speed: 203.735 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.661 [Epoch 20][Batch 389], Speed: 209.656 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.661 [Epoch 20][Batch 399], Speed: 221.288 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.660 [Epoch 20][Batch 409], Speed: 204.484 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.660 [Epoch 20][Batch 419], Speed: 218.111 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.659 [Epoch 20][Batch 429], Speed: 218.822 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.659 [Epoch 20][Batch 439], Speed: 211.984 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.658 [Epoch 20][Batch 449], Speed: 220.323 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.658 [Epoch 20][Batch 459], Speed: 212.276 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.658 [Epoch 20][Batch 469], Speed: 209.998 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.657 [Epoch 20][Batch 479], Speed: 205.831 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.657 [Epoch 20][Batch 489], Speed: 199.182 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.656 [Epoch 20][Batch 499], Speed: 203.751 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.656 [Epoch 20][Batch 509], Speed: 224.298 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.656 [Epoch 20][Batch 519], Speed: 227.178 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.655 [Epoch 20][Batch 529], Speed: 208.757 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.655 [Epoch 20][Batch 539], Speed: 225.239 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.654 [Epoch 20][Batch 549], Speed: 206.628 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.654 [Epoch 20][Batch 559], Speed: 213.952 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.653 [Epoch 20][Batch 569], Speed: 220.097 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.653 [Epoch 20][Batch 579], Speed: 226.293 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.653 [Epoch 20][Batch 589], Speed: 201.140 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.652 [Epoch 20][Batch 599], Speed: 207.856 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.652 [Epoch 20][Batch 609], Speed: 222.154 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.651 [Epoch 20][Batch 619], Speed: 208.954 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.651 [Epoch 20][Batch 629], Speed: 221.595 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.651 [Epoch 20][Batch 639], Speed: 227.779 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.650 [Epoch 20][Batch 649], Speed: 214.754 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.650 [Epoch 20][Batch 659], Speed: 210.016 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.649 [Epoch 20][Batch 669], Speed: 204.190 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.649 [Epoch 20][Batch 679], Speed: 204.670 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.648 [Epoch 20][Batch 689], Speed: 223.661 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.648 [Epoch 20][Batch 699], Speed: 217.630 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.648 [Epoch 20][Batch 709], Speed: 220.790 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.647 [Epoch 20][Batch 719], Speed: 207.487 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.647 [Epoch 20][Batch 729], Speed: 208.254 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.646 [Epoch 20][Batch 739], Speed: 222.824 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.646 [Epoch 20][Batch 749], Speed: 224.838 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.646 [Epoch 20][Batch 759], Speed: 231.432 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.645 [Epoch 20][Batch 769], Speed: 209.858 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.645 [Epoch 20][Batch 779], Speed: 198.581 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.644 [Epoch 20][Batch 789], Speed: 205.184 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.644 [Epoch 20][Batch 799], Speed: 225.395 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.644 [Epoch 20][Batch 809], Speed: 219.622 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.643 [Epoch 20][Batch 819], Speed: 224.661 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.643 [Epoch 20][Batch 829], Speed: 211.994 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.642 [Epoch 20][Batch 839], Speed: 226.816 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.642 [Epoch 20][Batch 849], Speed: 214.296 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.642 [Epoch 20][Batch 859], Speed: 226.730 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.641 [Epoch 20][Batch 869], Speed: 232.137 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.641 [Epoch 20][Batch 879], Speed: 239.177 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.640 [Epoch 20][Batch 889], Speed: 202.520 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.640 [Epoch 20][Batch 899], Speed: 239.515 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.640 [Epoch 20][Batch 909], Speed: 221.869 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.639 [Epoch 20] Training cost: 568.007, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.639 [Epoch 20] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.181 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.182 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 ] = 0.189 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.308 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.195 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.304 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.079 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.310 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.517 person=30.6 bicycle=11.6 car=16.1 motorcycle=18.3 airplane=36.0 bus=41.1 train=41.6 truck=14.2 boat=6.6 traffic light=7.2 fire hydrant=38.1 stop sign=44.1 parking meter=23.1 bench=8.0 bird=12.2 cat=35.3 dog=33.6 horse=30.4 sheep=23.0 cow=22.5 elephant=40.4 bear=48.4 zebra=45.7 giraffe=48.0 backpack=2.5 umbrella=15.4 handbag=1.9 tie=8.2 suitcase=12.7 frisbee=23.6 skis=6.5 snowboard=8.1 sports ball=12.2 kite=15.4 baseball bat=6.1 baseball glove=12.5 skateboard=21.3 surfboard=11.9 tennis racket=15.9 bottle=12.2 wine glass=13.0 cup=15.0 fork=5.2 knife=0.9 spoon=0.8 bowl=18.5 banana=9.8 apple=4.1 sandwich=13.7 orange=16.8 broccoli=10.4 carrot=6.2 hot dog=12.3 pizza=29.9 donut=21.9 cake=16.8 chair=10.1 couch=18.9 potted plant=9.1 bed=20.2 dining table=11.2 toilet=36.6 tv=33.6 laptop=32.4 mouse=23.4 remote=3.5 keyboard=25.7 cell phone=12.2 microwave=26.6 oven=13.3 toaster=3.6 sink=13.9 refrigerator=26.5 book=1.7 clock=26.6 vase=15.2 scissors=4.4 teddy bear=17.6 hair drier=0.0 toothbrush=1.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =18.1 [Epoch 21][Batch 9], Speed: 119.434 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.639 [Epoch 21][Batch 19], Speed: 185.951 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.236, HeatmapFocal=2.638 [Epoch 21][Batch 29], Speed: 225.915 samples/sec, LR=0.0005, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.638 [Epoch 21][Batch 39], Speed: 229.530 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.637 [Epoch 21][Batch 49], Speed: 220.373 samples/sec, LR=0.0005, WHL1=0.375, CenterRegL1=0.236, HeatmapFocal=2.637 [Epoch 21][Batch 59], Speed: 202.368 samples/sec, LR=0.0005, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.637 [Epoch 21][Batch 69], Speed: 209.729 samples/sec, LR=0.0005, WHL1=0.376, CenterRegL1=0.237, HeatmapFocal=2.636 [Epoch 21][Batch 79], Speed: 221.590 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.237, HeatmapFocal=2.636 [Epoch 21][Batch 89], Speed: 196.941 samples/sec, LR=0.0005, WHL1=0.373, CenterRegL1=0.237, HeatmapFocal=2.635 [Epoch 21][Batch 99], Speed: 219.251 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.635 [Epoch 21][Batch 109], Speed: 210.780 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.635 [Epoch 21][Batch 119], Speed: 207.876 samples/sec, LR=0.0005, WHL1=0.370, CenterRegL1=0.237, HeatmapFocal=2.634 [Epoch 21][Batch 129], Speed: 203.056 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.634 [Epoch 21][Batch 139], Speed: 211.968 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.633 [Epoch 21][Batch 149], Speed: 202.217 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.633 [Epoch 21][Batch 159], Speed: 200.580 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.632 [Epoch 21][Batch 169], Speed: 203.299 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.632 [Epoch 21][Batch 179], Speed: 209.502 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.632 [Epoch 21][Batch 189], Speed: 205.715 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.631 [Epoch 21][Batch 199], Speed: 205.259 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.631 [Epoch 21][Batch 209], Speed: 232.301 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.630 [Epoch 21][Batch 219], Speed: 208.306 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.630 [Epoch 21][Batch 229], Speed: 199.912 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.630 [Epoch 21][Batch 239], Speed: 205.602 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.629 [Epoch 21][Batch 249], Speed: 193.235 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.629 [Epoch 21][Batch 259], Speed: 222.694 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.628 [Epoch 21][Batch 269], Speed: 227.562 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.628 [Epoch 21][Batch 279], Speed: 218.154 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.628 [Epoch 21][Batch 289], Speed: 201.868 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.627 [Epoch 21][Batch 299], Speed: 203.860 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.627 [Epoch 21][Batch 309], Speed: 198.917 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.626 [Epoch 21][Batch 319], Speed: 220.337 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.626 [Epoch 21][Batch 329], Speed: 201.691 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.626 [Epoch 21][Batch 339], Speed: 220.106 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.625 [Epoch 21][Batch 349], Speed: 226.754 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.625 [Epoch 21][Batch 359], Speed: 215.681 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.624 [Epoch 21][Batch 369], Speed: 196.838 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.624 [Epoch 21][Batch 379], Speed: 206.657 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.624 [Epoch 21][Batch 389], Speed: 219.381 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.623 [Epoch 21][Batch 399], Speed: 206.216 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.623 [Epoch 21][Batch 409], Speed: 206.792 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.623 [Epoch 21][Batch 419], Speed: 205.753 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.622 [Epoch 21][Batch 429], Speed: 195.234 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.622 [Epoch 21][Batch 439], Speed: 195.614 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.621 [Epoch 21][Batch 449], Speed: 225.998 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.621 [Epoch 21][Batch 459], Speed: 206.555 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.621 [Epoch 21][Batch 469], Speed: 215.999 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.620 [Epoch 21][Batch 479], Speed: 223.178 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.620 [Epoch 21][Batch 489], Speed: 204.736 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.619 [Epoch 21][Batch 499], Speed: 190.763 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.619 [Epoch 21][Batch 509], Speed: 226.628 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.619 [Epoch 21][Batch 519], Speed: 239.542 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.618 [Epoch 21][Batch 529], Speed: 213.275 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.618 [Epoch 21][Batch 539], Speed: 213.222 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.617 [Epoch 21][Batch 549], Speed: 205.253 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.617 [Epoch 21][Batch 559], Speed: 200.801 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.617 [Epoch 21][Batch 569], Speed: 211.426 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.616 [Epoch 21][Batch 579], Speed: 224.388 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.616 [Epoch 21][Batch 589], Speed: 232.850 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.616 [Epoch 21][Batch 599], Speed: 222.033 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.615 [Epoch 21][Batch 609], Speed: 196.194 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.615 [Epoch 21][Batch 619], Speed: 208.096 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.614 [Epoch 21][Batch 629], Speed: 211.411 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.614 [Epoch 21][Batch 639], Speed: 225.632 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.614 [Epoch 21][Batch 649], Speed: 218.039 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.613 [Epoch 21][Batch 659], Speed: 221.040 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.613 [Epoch 21][Batch 669], Speed: 199.247 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.613 [Epoch 21][Batch 679], Speed: 203.952 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.612 [Epoch 21][Batch 689], Speed: 228.440 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.612 [Epoch 21][Batch 699], Speed: 216.826 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.611 [Epoch 21][Batch 709], Speed: 206.356 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.611 [Epoch 21][Batch 719], Speed: 223.303 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.611 [Epoch 21][Batch 729], Speed: 197.147 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.610 [Epoch 21][Batch 739], Speed: 196.185 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.610 [Epoch 21][Batch 749], Speed: 225.743 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.609 [Epoch 21][Batch 759], Speed: 229.483 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.609 [Epoch 21][Batch 769], Speed: 203.580 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.609 [Epoch 21][Batch 779], Speed: 217.246 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.608 [Epoch 21][Batch 789], Speed: 185.918 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.608 [Epoch 21][Batch 799], Speed: 204.386 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.608 [Epoch 21][Batch 809], Speed: 235.855 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.607 [Epoch 21][Batch 819], Speed: 227.607 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.607 [Epoch 21][Batch 829], Speed: 218.614 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.606 [Epoch 21][Batch 839], Speed: 212.628 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.606 [Epoch 21][Batch 849], Speed: 207.159 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.606 [Epoch 21][Batch 859], Speed: 209.145 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.605 [Epoch 21][Batch 869], Speed: 227.932 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.605 [Epoch 21][Batch 879], Speed: 231.523 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.605 [Epoch 21][Batch 889], Speed: 218.584 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.604 [Epoch 21][Batch 899], Speed: 210.385 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.604 [Epoch 21][Batch 909], Speed: 208.312 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.603 [Epoch 21] Training cost: 574.840, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.603 [Epoch 22][Batch 9], Speed: 136.557 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.603 [Epoch 22][Batch 19], Speed: 211.930 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.236, HeatmapFocal=2.602 [Epoch 22][Batch 29], Speed: 213.930 samples/sec, LR=0.0005, WHL1=0.369, CenterRegL1=0.237, HeatmapFocal=2.602 [Epoch 22][Batch 39], Speed: 222.561 samples/sec, LR=0.0005, WHL1=0.367, CenterRegL1=0.237, HeatmapFocal=2.602 [Epoch 22][Batch 49], Speed: 206.449 samples/sec, LR=0.0005, WHL1=0.371, CenterRegL1=0.237, HeatmapFocal=2.601 [Epoch 22][Batch 59], Speed: 216.371 samples/sec, LR=0.0005, WHL1=0.368, CenterRegL1=0.237, HeatmapFocal=2.601 [Epoch 22][Batch 69], Speed: 193.325 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.601 [Epoch 22][Batch 79], Speed: 229.098 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.600 [Epoch 22][Batch 89], Speed: 217.144 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.600 [Epoch 22][Batch 99], Speed: 214.668 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.599 [Epoch 22][Batch 109], Speed: 229.057 samples/sec, LR=0.0005, WHL1=0.366, CenterRegL1=0.237, HeatmapFocal=2.599 [Epoch 22][Batch 119], Speed: 209.108 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.599 [Epoch 22][Batch 129], Speed: 200.936 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.598 [Epoch 22][Batch 139], Speed: 215.511 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.598 [Epoch 22][Batch 149], Speed: 205.328 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.598 [Epoch 22][Batch 159], Speed: 205.623 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.237, HeatmapFocal=2.597 [Epoch 22][Batch 169], Speed: 213.518 samples/sec, LR=0.0005, WHL1=0.364, CenterRegL1=0.237, HeatmapFocal=2.597 [Epoch 22][Batch 179], Speed: 199.743 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.596 [Epoch 22][Batch 189], Speed: 201.080 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.596 [Epoch 22][Batch 199], Speed: 214.639 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.596 [Epoch 22][Batch 209], Speed: 192.578 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.595 [Epoch 22][Batch 219], Speed: 217.551 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.595 [Epoch 22][Batch 229], Speed: 214.857 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.595 [Epoch 22][Batch 239], Speed: 213.180 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.594 [Epoch 22][Batch 249], Speed: 209.530 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.594 [Epoch 22][Batch 259], Speed: 207.099 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.593 [Epoch 22][Batch 269], Speed: 187.673 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.593 [Epoch 22][Batch 279], Speed: 199.292 samples/sec, LR=0.0005, WHL1=0.361, CenterRegL1=0.237, HeatmapFocal=2.593 [Epoch 22][Batch 289], Speed: 216.613 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.592 [Epoch 22][Batch 299], Speed: 234.224 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.592 [Epoch 22][Batch 309], Speed: 207.853 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.592 [Epoch 22][Batch 319], Speed: 195.239 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.591 [Epoch 22][Batch 329], Speed: 202.954 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.591 [Epoch 22][Batch 339], Speed: 227.117 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.591 [Epoch 22][Batch 349], Speed: 214.747 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.590 [Epoch 22][Batch 359], Speed: 207.409 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.590 [Epoch 22][Batch 369], Speed: 209.851 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.590 [Epoch 22][Batch 379], Speed: 199.808 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.589 [Epoch 22][Batch 389], Speed: 203.192 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.589 [Epoch 22][Batch 399], Speed: 219.082 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.588 [Epoch 22][Batch 409], Speed: 219.220 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.588 [Epoch 22][Batch 419], Speed: 193.362 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.588 [Epoch 22][Batch 429], Speed: 197.229 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.587 [Epoch 22][Batch 439], Speed: 210.237 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.587 [Epoch 22][Batch 449], Speed: 198.521 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.587 [Epoch 22][Batch 459], Speed: 204.412 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.586 [Epoch 22][Batch 469], Speed: 218.034 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.586 [Epoch 22][Batch 479], Speed: 216.788 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.586 [Epoch 22][Batch 489], Speed: 207.246 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.585 [Epoch 22][Batch 499], Speed: 213.836 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.585 [Epoch 22][Batch 509], Speed: 199.594 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.584 [Epoch 22][Batch 519], Speed: 210.728 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.584 [Epoch 22][Batch 529], Speed: 218.156 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.584 [Epoch 22][Batch 539], Speed: 211.157 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.583 [Epoch 22][Batch 549], Speed: 195.410 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.583 [Epoch 22][Batch 559], Speed: 215.693 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.583 [Epoch 22][Batch 569], Speed: 211.262 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.582 [Epoch 22][Batch 579], Speed: 221.241 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.582 [Epoch 22][Batch 589], Speed: 219.610 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.582 [Epoch 22][Batch 599], Speed: 211.587 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.581 [Epoch 22][Batch 609], Speed: 204.035 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.581 [Epoch 22][Batch 619], Speed: 195.536 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.581 [Epoch 22][Batch 629], Speed: 207.906 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.580 [Epoch 22][Batch 639], Speed: 203.523 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.580 [Epoch 22][Batch 649], Speed: 215.868 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.579 [Epoch 22][Batch 659], Speed: 199.466 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.579 [Epoch 22][Batch 669], Speed: 205.926 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.579 [Epoch 22][Batch 679], Speed: 208.274 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.578 [Epoch 22][Batch 689], Speed: 207.280 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.578 [Epoch 22][Batch 699], Speed: 210.781 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.578 [Epoch 22][Batch 709], Speed: 226.346 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.577 [Epoch 22][Batch 719], Speed: 211.626 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.577 [Epoch 22][Batch 729], Speed: 199.795 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.577 [Epoch 22][Batch 739], Speed: 225.378 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.576 [Epoch 22][Batch 749], Speed: 220.262 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.576 [Epoch 22][Batch 759], Speed: 213.988 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.576 [Epoch 22][Batch 769], Speed: 215.006 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.575 [Epoch 22][Batch 779], Speed: 225.267 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.575 [Epoch 22][Batch 789], Speed: 204.458 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.574 [Epoch 22][Batch 799], Speed: 201.633 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.574 [Epoch 22][Batch 809], Speed: 215.025 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.574 [Epoch 22][Batch 819], Speed: 209.242 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.573 [Epoch 22][Batch 829], Speed: 225.189 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.573 [Epoch 22][Batch 839], Speed: 246.133 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.573 [Epoch 22][Batch 849], Speed: 194.520 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.572 [Epoch 22][Batch 859], Speed: 200.014 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.572 [Epoch 22][Batch 869], Speed: 222.480 samples/sec, LR=0.0005, WHL1=0.363, CenterRegL1=0.237, HeatmapFocal=2.572 [Epoch 22][Batch 879], Speed: 205.884 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.571 [Epoch 22][Batch 889], Speed: 214.937 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.571 [Epoch 22][Batch 899], Speed: 221.311 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.571 [Epoch 22][Batch 909], Speed: 192.904 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.570 [Epoch 22] Training cost: 569.675, WHL1=0.362, CenterRegL1=0.237, HeatmapFocal=2.570 [Epoch 23][Batch 9], Speed: 118.394 samples/sec, LR=0.0005, WHL1=0.374, CenterRegL1=0.236, HeatmapFocal=2.570 [Epoch 23][Batch 19], Speed: 206.757 samples/sec, LR=0.0005, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.569 [Epoch 23][Batch 29], Speed: 212.568 samples/sec, LR=0.0005, WHL1=0.362, CenterRegL1=0.236, HeatmapFocal=2.569 [Epoch 23][Batch 39], Speed: 212.238 samples/sec, LR=0.0005, WHL1=0.360, CenterRegL1=0.236, HeatmapFocal=2.569 [Epoch 23][Batch 49], Speed: 202.651 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.568 [Epoch 23][Batch 59], Speed: 196.424 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.568 [Epoch 23][Batch 69], Speed: 223.748 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.568 [Epoch 23][Batch 79], Speed: 205.765 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.567 [Epoch 23][Batch 89], Speed: 218.008 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.567 [Epoch 23][Batch 99], Speed: 216.878 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.566 [Epoch 23][Batch 109], Speed: 223.067 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.566 [Epoch 23][Batch 119], Speed: 207.492 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.566 [Epoch 23][Batch 129], Speed: 198.177 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.565 [Epoch 23][Batch 139], Speed: 209.324 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.565 [Epoch 23][Batch 149], Speed: 209.529 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.565 [Epoch 23][Batch 159], Speed: 202.699 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.564 [Epoch 23][Batch 169], Speed: 197.867 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.564 [Epoch 23][Batch 179], Speed: 206.315 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.564 [Epoch 23][Batch 189], Speed: 216.226 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.563 [Epoch 23][Batch 199], Speed: 220.567 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.563 [Epoch 23][Batch 209], Speed: 231.957 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.563 [Epoch 23][Batch 219], Speed: 217.937 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.562 [Epoch 23][Batch 229], Speed: 220.159 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.562 [Epoch 23][Batch 239], Speed: 226.051 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.562 [Epoch 23][Batch 249], Speed: 210.137 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.561 [Epoch 23][Batch 259], Speed: 212.232 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.561 [Epoch 23][Batch 269], Speed: 221.138 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.560 [Epoch 23][Batch 279], Speed: 202.255 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.560 [Epoch 23][Batch 289], Speed: 205.807 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.560 [Epoch 23][Batch 299], Speed: 214.379 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.559 [Epoch 23][Batch 309], Speed: 200.784 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.559 [Epoch 23][Batch 319], Speed: 208.396 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.559 [Epoch 23][Batch 329], Speed: 225.387 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.558 [Epoch 23][Batch 339], Speed: 216.181 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.558 [Epoch 23][Batch 349], Speed: 221.006 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.558 [Epoch 23][Batch 359], Speed: 210.870 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.557 [Epoch 23][Batch 369], Speed: 198.366 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.557 [Epoch 23][Batch 379], Speed: 197.189 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.557 [Epoch 23][Batch 389], Speed: 206.454 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.556 [Epoch 23][Batch 399], Speed: 224.840 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.556 [Epoch 23][Batch 409], Speed: 212.208 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.556 [Epoch 23][Batch 419], Speed: 199.676 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.555 [Epoch 23][Batch 429], Speed: 213.582 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.555 [Epoch 23][Batch 439], Speed: 209.313 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.555 [Epoch 23][Batch 449], Speed: 222.527 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.554 [Epoch 23][Batch 459], Speed: 202.762 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.554 [Epoch 23][Batch 469], Speed: 210.597 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.554 [Epoch 23][Batch 479], Speed: 206.078 samples/sec, LR=0.0005, WHL1=0.357, CenterRegL1=0.236, HeatmapFocal=2.553 [Epoch 23][Batch 489], Speed: 192.796 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.553 [Epoch 23][Batch 499], Speed: 216.059 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.553 [Epoch 23][Batch 509], Speed: 222.949 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.552 [Epoch 23][Batch 519], Speed: 211.814 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.552 [Epoch 23][Batch 529], Speed: 198.981 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.552 [Epoch 23][Batch 539], Speed: 230.815 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.551 [Epoch 23][Batch 549], Speed: 197.167 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.551 [Epoch 23][Batch 559], Speed: 206.046 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.551 [Epoch 23][Batch 569], Speed: 224.751 samples/sec, LR=0.0005, WHL1=0.358, CenterRegL1=0.236, HeatmapFocal=2.550 [Epoch 23][Batch 579], Speed: 200.569 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.550 [Epoch 23][Batch 589], Speed: 219.402 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.550 [Epoch 23][Batch 599], Speed: 197.105 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.549 [Epoch 23][Batch 609], Speed: 195.069 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.549 [Epoch 23][Batch 619], Speed: 203.677 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.549 [Epoch 23][Batch 629], Speed: 215.052 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.548 [Epoch 23][Batch 639], Speed: 209.431 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.548 [Epoch 23][Batch 649], Speed: 216.027 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.548 [Epoch 23][Batch 659], Speed: 205.322 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.547 [Epoch 23][Batch 669], Speed: 207.773 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.547 [Epoch 23][Batch 679], Speed: 220.672 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.547 [Epoch 23][Batch 689], Speed: 219.913 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.546 [Epoch 23][Batch 699], Speed: 198.937 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.546 [Epoch 23][Batch 709], Speed: 207.905 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.546 [Epoch 23][Batch 719], Speed: 194.679 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.545 [Epoch 23][Batch 729], Speed: 195.037 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.545 [Epoch 23][Batch 739], Speed: 207.733 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.545 [Epoch 23][Batch 749], Speed: 223.398 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.544 [Epoch 23][Batch 759], Speed: 200.507 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.544 [Epoch 23][Batch 769], Speed: 212.056 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.544 [Epoch 23][Batch 779], Speed: 220.246 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.543 [Epoch 23][Batch 789], Speed: 210.933 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.543 [Epoch 23][Batch 799], Speed: 222.027 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.543 [Epoch 23][Batch 809], Speed: 218.550 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.542 [Epoch 23][Batch 819], Speed: 232.220 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.542 [Epoch 23][Batch 829], Speed: 230.463 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.542 [Epoch 23][Batch 839], Speed: 212.794 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.541 [Epoch 23][Batch 849], Speed: 224.985 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.541 [Epoch 23][Batch 859], Speed: 221.214 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.541 [Epoch 23][Batch 869], Speed: 227.807 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.541 [Epoch 23][Batch 879], Speed: 222.873 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.540 [Epoch 23][Batch 889], Speed: 201.548 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.540 [Epoch 23][Batch 899], Speed: 235.869 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.540 [Epoch 23][Batch 909], Speed: 204.578 samples/sec, LR=0.0005, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.539 [Epoch 23] Training cost: 574.340, WHL1=0.359, CenterRegL1=0.236, HeatmapFocal=2.539 [Epoch 24][Batch 9], Speed: 132.974 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.236, HeatmapFocal=2.539 [Epoch 24][Batch 19], Speed: 219.069 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.237, HeatmapFocal=2.538 [Epoch 24][Batch 29], Speed: 228.628 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.538 [Epoch 24][Batch 39], Speed: 221.306 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.538 [Epoch 24][Batch 49], Speed: 200.455 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.537 [Epoch 24][Batch 59], Speed: 204.615 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.537 [Epoch 24][Batch 69], Speed: 210.533 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.537 [Epoch 24][Batch 79], Speed: 225.726 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.536 [Epoch 24][Batch 89], Speed: 228.740 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.536 [Epoch 24][Batch 99], Speed: 213.823 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.536 [Epoch 24][Batch 109], Speed: 225.367 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.535 [Epoch 24][Batch 119], Speed: 193.083 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.535 [Epoch 24][Batch 129], Speed: 196.686 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.535 [Epoch 24][Batch 139], Speed: 206.893 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.534 [Epoch 24][Batch 149], Speed: 209.392 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.534 [Epoch 24][Batch 159], Speed: 201.239 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.534 [Epoch 24][Batch 169], Speed: 219.310 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.533 [Epoch 24][Batch 179], Speed: 220.805 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.533 [Epoch 24][Batch 189], Speed: 202.460 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.533 [Epoch 24][Batch 199], Speed: 202.911 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.532 [Epoch 24][Batch 209], Speed: 217.935 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.532 [Epoch 24][Batch 219], Speed: 228.327 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.532 [Epoch 24][Batch 229], Speed: 207.562 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.531 [Epoch 24][Batch 239], Speed: 220.764 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.531 [Epoch 24][Batch 249], Speed: 221.391 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.531 [Epoch 24][Batch 259], Speed: 189.283 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.531 [Epoch 24][Batch 269], Speed: 219.098 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.530 [Epoch 24][Batch 279], Speed: 218.989 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.530 [Epoch 24][Batch 289], Speed: 193.795 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.530 [Epoch 24][Batch 299], Speed: 232.343 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.529 [Epoch 24][Batch 309], Speed: 220.620 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.529 [Epoch 24][Batch 319], Speed: 213.245 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.529 [Epoch 24][Batch 329], Speed: 215.335 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.528 [Epoch 24][Batch 339], Speed: 206.213 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.528 [Epoch 24][Batch 349], Speed: 208.138 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.528 [Epoch 24][Batch 359], Speed: 202.173 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.527 [Epoch 24][Batch 369], Speed: 225.723 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.527 [Epoch 24][Batch 379], Speed: 198.046 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.527 [Epoch 24][Batch 389], Speed: 200.470 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.526 [Epoch 24][Batch 399], Speed: 216.020 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.526 [Epoch 24][Batch 409], Speed: 204.372 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.526 [Epoch 24][Batch 419], Speed: 198.485 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.525 [Epoch 24][Batch 429], Speed: 209.161 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.525 [Epoch 24][Batch 439], Speed: 213.805 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.525 [Epoch 24][Batch 449], Speed: 214.700 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.525 [Epoch 24][Batch 459], Speed: 221.350 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.524 [Epoch 24][Batch 469], Speed: 211.476 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.524 [Epoch 24][Batch 479], Speed: 213.899 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.524 [Epoch 24][Batch 489], Speed: 221.069 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.523 [Epoch 24][Batch 499], Speed: 204.413 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.523 [Epoch 24][Batch 509], Speed: 206.606 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.523 [Epoch 24][Batch 519], Speed: 200.352 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.522 [Epoch 24][Batch 529], Speed: 202.014 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.522 [Epoch 24][Batch 539], Speed: 211.588 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.522 [Epoch 24][Batch 549], Speed: 205.133 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.521 [Epoch 24][Batch 559], Speed: 208.963 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.521 [Epoch 24][Batch 569], Speed: 214.123 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.521 [Epoch 24][Batch 579], Speed: 212.831 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.520 [Epoch 24][Batch 589], Speed: 202.749 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.520 [Epoch 24][Batch 599], Speed: 217.136 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.520 [Epoch 24][Batch 609], Speed: 200.243 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.520 [Epoch 24][Batch 619], Speed: 212.376 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.519 [Epoch 24][Batch 629], Speed: 212.447 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.519 [Epoch 24][Batch 639], Speed: 221.618 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.519 [Epoch 24][Batch 649], Speed: 229.056 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.518 [Epoch 24][Batch 659], Speed: 215.957 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.518 [Epoch 24][Batch 669], Speed: 209.659 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.518 [Epoch 24][Batch 679], Speed: 200.687 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.517 [Epoch 24][Batch 689], Speed: 210.474 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.517 [Epoch 24][Batch 699], Speed: 224.062 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.517 [Epoch 24][Batch 709], Speed: 200.361 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.516 [Epoch 24][Batch 719], Speed: 203.091 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.516 [Epoch 24][Batch 729], Speed: 206.852 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.516 [Epoch 24][Batch 739], Speed: 202.085 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.516 [Epoch 24][Batch 749], Speed: 210.760 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.515 [Epoch 24][Batch 759], Speed: 203.922 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.515 [Epoch 24][Batch 769], Speed: 216.030 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.515 [Epoch 24][Batch 779], Speed: 205.287 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.514 [Epoch 24][Batch 789], Speed: 211.544 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.514 [Epoch 24][Batch 799], Speed: 219.748 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.514 [Epoch 24][Batch 809], Speed: 224.574 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.513 [Epoch 24][Batch 819], Speed: 215.473 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.513 [Epoch 24][Batch 829], Speed: 219.853 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.513 [Epoch 24][Batch 839], Speed: 222.244 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.512 [Epoch 24][Batch 849], Speed: 213.784 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.512 [Epoch 24][Batch 859], Speed: 218.620 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.512 [Epoch 24][Batch 869], Speed: 204.448 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.512 [Epoch 24][Batch 879], Speed: 221.581 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.511 [Epoch 24][Batch 889], Speed: 220.301 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.511 [Epoch 24][Batch 899], Speed: 207.227 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.511 [Epoch 24][Batch 909], Speed: 213.092 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.510 [Epoch 24] Training cost: 576.750, WHL1=0.356, CenterRegL1=0.236, HeatmapFocal=2.510 [Epoch 25][Batch 9], Speed: 121.159 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.510 [Epoch 25][Batch 19], Speed: 221.624 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.510 [Epoch 25][Batch 29], Speed: 210.962 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.237, HeatmapFocal=2.509 [Epoch 25][Batch 39], Speed: 207.272 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.237, HeatmapFocal=2.509 [Epoch 25][Batch 49], Speed: 204.513 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.237, HeatmapFocal=2.509 [Epoch 25][Batch 59], Speed: 210.253 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.508 [Epoch 25][Batch 69], Speed: 205.281 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.508 [Epoch 25][Batch 79], Speed: 224.613 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.508 [Epoch 25][Batch 89], Speed: 206.207 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.507 [Epoch 25][Batch 99], Speed: 218.416 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.507 [Epoch 25][Batch 109], Speed: 223.953 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.507 [Epoch 25][Batch 119], Speed: 213.728 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.507 [Epoch 25][Batch 129], Speed: 214.133 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.506 [Epoch 25][Batch 139], Speed: 211.585 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.506 [Epoch 25][Batch 149], Speed: 217.916 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.506 [Epoch 25][Batch 159], Speed: 212.641 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.505 [Epoch 25][Batch 169], Speed: 209.520 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.505 [Epoch 25][Batch 179], Speed: 207.658 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.505 [Epoch 25][Batch 189], Speed: 206.305 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.504 [Epoch 25][Batch 199], Speed: 204.376 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.504 [Epoch 25][Batch 209], Speed: 214.949 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.504 [Epoch 25][Batch 219], Speed: 207.805 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.503 [Epoch 25][Batch 229], Speed: 208.496 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.503 [Epoch 25][Batch 239], Speed: 203.733 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.503 [Epoch 25][Batch 249], Speed: 195.777 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.503 [Epoch 25][Batch 259], Speed: 215.116 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.502 [Epoch 25][Batch 269], Speed: 208.530 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.502 [Epoch 25][Batch 279], Speed: 209.102 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.502 [Epoch 25][Batch 289], Speed: 220.756 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.501 [Epoch 25][Batch 299], Speed: 214.943 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.501 [Epoch 25][Batch 309], Speed: 202.696 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.501 [Epoch 25][Batch 319], Speed: 221.259 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.500 [Epoch 25][Batch 329], Speed: 206.519 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.500 [Epoch 25][Batch 339], Speed: 226.882 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.500 [Epoch 25][Batch 349], Speed: 222.485 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.500 [Epoch 25][Batch 359], Speed: 217.117 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.499 [Epoch 25][Batch 369], Speed: 200.942 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.499 [Epoch 25][Batch 379], Speed: 196.754 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.499 [Epoch 25][Batch 389], Speed: 219.882 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.498 [Epoch 25][Batch 399], Speed: 216.855 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.498 [Epoch 25][Batch 409], Speed: 231.579 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.498 [Epoch 25][Batch 419], Speed: 224.890 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.498 [Epoch 25][Batch 429], Speed: 193.491 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.497 [Epoch 25][Batch 439], Speed: 205.135 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.497 [Epoch 25][Batch 449], Speed: 224.568 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.497 [Epoch 25][Batch 459], Speed: 219.096 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.496 [Epoch 25][Batch 469], Speed: 217.544 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.496 [Epoch 25][Batch 479], Speed: 214.745 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.496 [Epoch 25][Batch 489], Speed: 191.891 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.496 [Epoch 25][Batch 499], Speed: 201.210 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.495 [Epoch 25][Batch 509], Speed: 221.488 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.495 [Epoch 25][Batch 519], Speed: 226.229 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.495 [Epoch 25][Batch 529], Speed: 194.675 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.494 [Epoch 25][Batch 539], Speed: 201.441 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.494 [Epoch 25][Batch 549], Speed: 188.872 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.494 [Epoch 25][Batch 559], Speed: 193.916 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.493 [Epoch 25][Batch 569], Speed: 217.881 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.493 [Epoch 25][Batch 579], Speed: 209.965 samples/sec, LR=0.0005, WHL1=0.353, CenterRegL1=0.236, HeatmapFocal=2.493 [Epoch 25][Batch 589], Speed: 211.239 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.493 [Epoch 25][Batch 599], Speed: 203.039 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.492 [Epoch 25][Batch 609], Speed: 216.247 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.492 [Epoch 25][Batch 619], Speed: 187.749 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.492 [Epoch 25][Batch 629], Speed: 199.754 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.491 [Epoch 25][Batch 639], Speed: 224.507 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.491 [Epoch 25][Batch 649], Speed: 217.198 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.491 [Epoch 25][Batch 659], Speed: 212.753 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.491 [Epoch 25][Batch 669], Speed: 211.390 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.490 [Epoch 25][Batch 679], Speed: 199.820 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.490 [Epoch 25][Batch 689], Speed: 218.203 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.490 [Epoch 25][Batch 699], Speed: 215.694 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.489 [Epoch 25][Batch 709], Speed: 223.584 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.489 [Epoch 25][Batch 719], Speed: 203.635 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.489 [Epoch 25][Batch 729], Speed: 213.866 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.489 [Epoch 25][Batch 739], Speed: 193.919 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.488 [Epoch 25][Batch 749], Speed: 216.368 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.488 [Epoch 25][Batch 759], Speed: 214.625 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.488 [Epoch 25][Batch 769], Speed: 219.124 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.487 [Epoch 25][Batch 779], Speed: 201.169 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.487 [Epoch 25][Batch 789], Speed: 213.237 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.487 [Epoch 25][Batch 799], Speed: 204.620 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.487 [Epoch 25][Batch 809], Speed: 224.878 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.486 [Epoch 25][Batch 819], Speed: 217.242 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.486 [Epoch 25][Batch 829], Speed: 209.411 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.486 [Epoch 25][Batch 839], Speed: 221.833 samples/sec, LR=0.0005, WHL1=0.354, CenterRegL1=0.236, HeatmapFocal=2.485 [Epoch 25][Batch 849], Speed: 219.802 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.485 [Epoch 25][Batch 859], Speed: 209.846 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.485 [Epoch 25][Batch 869], Speed: 213.871 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.485 [Epoch 25][Batch 879], Speed: 219.233 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.484 [Epoch 25][Batch 889], Speed: 214.399 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.484 [Epoch 25][Batch 899], Speed: 221.201 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.484 [Epoch 25][Batch 909], Speed: 193.953 samples/sec, LR=0.0005, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.483 [Epoch 25] Training cost: 571.039, WHL1=0.355, CenterRegL1=0.236, HeatmapFocal=2.483 [Epoch 26][Batch 9], Speed: 131.718 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 26][Batch 19], Speed: 214.195 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.483 [Epoch 26][Batch 29], Speed: 214.635 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.482 [Epoch 26][Batch 39], Speed: 222.917 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.482 [Epoch 26][Batch 49], Speed: 213.483 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.482 [Epoch 26][Batch 59], Speed: 215.979 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.482 [Epoch 26][Batch 69], Speed: 206.840 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.481 [Epoch 26][Batch 79], Speed: 214.251 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.481 [Epoch 26][Batch 89], Speed: 218.383 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.481 [Epoch 26][Batch 99], Speed: 222.553 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.480 [Epoch 26][Batch 109], Speed: 202.318 samples/sec, LR=0.0005, WHL1=0.352, CenterRegL1=0.236, HeatmapFocal=2.480 [Epoch 26][Batch 119], Speed: 232.001 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.480 [Epoch 26][Batch 129], Speed: 221.162 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.480 [Epoch 26][Batch 139], Speed: 226.217 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.479 [Epoch 26][Batch 149], Speed: 217.891 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.479 [Epoch 26][Batch 159], Speed: 217.437 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.479 [Epoch 26][Batch 169], Speed: 211.201 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.478 [Epoch 26][Batch 179], Speed: 229.857 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.478 [Epoch 26][Batch 189], Speed: 222.553 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.478 [Epoch 26][Batch 199], Speed: 209.807 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.478 [Epoch 26][Batch 209], Speed: 221.250 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.477 [Epoch 26][Batch 219], Speed: 229.455 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.477 [Epoch 26][Batch 229], Speed: 212.704 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.477 [Epoch 26][Batch 239], Speed: 213.049 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.476 [Epoch 26][Batch 249], Speed: 228.746 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.476 [Epoch 26][Batch 259], Speed: 211.990 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.476 [Epoch 26][Batch 269], Speed: 209.659 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.476 [Epoch 26][Batch 279], Speed: 227.226 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.475 [Epoch 26][Batch 289], Speed: 214.076 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.475 [Epoch 26][Batch 299], Speed: 204.623 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.475 [Epoch 26][Batch 309], Speed: 227.319 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.474 [Epoch 26][Batch 319], Speed: 227.184 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.474 [Epoch 26][Batch 329], Speed: 209.824 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.474 [Epoch 26][Batch 339], Speed: 212.094 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.474 [Epoch 26][Batch 349], Speed: 215.284 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.473 [Epoch 26][Batch 359], Speed: 200.371 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.473 [Epoch 26][Batch 369], Speed: 219.493 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.473 [Epoch 26][Batch 379], Speed: 201.863 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.472 [Epoch 26][Batch 389], Speed: 201.623 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.472 [Epoch 26][Batch 399], Speed: 225.567 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.472 [Epoch 26][Batch 409], Speed: 207.306 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.472 [Epoch 26][Batch 419], Speed: 224.500 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.471 [Epoch 26][Batch 429], Speed: 226.261 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.471 [Epoch 26][Batch 439], Speed: 224.986 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.471 [Epoch 26][Batch 449], Speed: 201.695 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.471 [Epoch 26][Batch 459], Speed: 204.916 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.470 [Epoch 26][Batch 469], Speed: 217.127 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.470 [Epoch 26][Batch 479], Speed: 217.506 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.470 [Epoch 26][Batch 489], Speed: 207.723 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.469 [Epoch 26][Batch 499], Speed: 212.842 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.469 [Epoch 26][Batch 509], Speed: 209.364 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.469 [Epoch 26][Batch 519], Speed: 220.954 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.469 [Epoch 26][Batch 529], Speed: 223.562 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.468 [Epoch 26][Batch 539], Speed: 225.560 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.468 [Epoch 26][Batch 549], Speed: 210.106 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.468 [Epoch 26][Batch 559], Speed: 205.648 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.468 [Epoch 26][Batch 569], Speed: 206.657 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.467 [Epoch 26][Batch 579], Speed: 209.475 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.467 [Epoch 26][Batch 589], Speed: 225.368 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.467 [Epoch 26][Batch 599], Speed: 222.391 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.466 [Epoch 26][Batch 609], Speed: 223.150 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.466 [Epoch 26][Batch 619], Speed: 206.960 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.466 [Epoch 26][Batch 629], Speed: 200.448 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.466 [Epoch 26][Batch 639], Speed: 207.059 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.465 [Epoch 26][Batch 649], Speed: 220.057 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.465 [Epoch 26][Batch 659], Speed: 208.028 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.465 [Epoch 26][Batch 669], Speed: 211.067 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.465 [Epoch 26][Batch 679], Speed: 217.564 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.464 [Epoch 26][Batch 689], Speed: 202.135 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.464 [Epoch 26][Batch 699], Speed: 211.112 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.464 [Epoch 26][Batch 709], Speed: 208.905 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.463 [Epoch 26][Batch 719], Speed: 233.596 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.463 [Epoch 26][Batch 729], Speed: 211.310 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.463 [Epoch 26][Batch 739], Speed: 203.106 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.463 [Epoch 26][Batch 749], Speed: 198.755 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.462 [Epoch 26][Batch 759], Speed: 225.015 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.462 [Epoch 26][Batch 769], Speed: 212.923 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.462 [Epoch 26][Batch 779], Speed: 217.735 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.462 [Epoch 26][Batch 789], Speed: 222.680 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.461 [Epoch 26][Batch 799], Speed: 199.971 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.461 [Epoch 26][Batch 809], Speed: 225.519 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.461 [Epoch 26][Batch 819], Speed: 217.230 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.461 [Epoch 26][Batch 829], Speed: 210.835 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.460 [Epoch 26][Batch 839], Speed: 237.525 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.460 [Epoch 26][Batch 849], Speed: 217.391 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.460 [Epoch 26][Batch 859], Speed: 204.953 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.459 [Epoch 26][Batch 869], Speed: 210.978 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.459 [Epoch 26][Batch 879], Speed: 213.985 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.459 [Epoch 26][Batch 889], Speed: 219.535 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.459 [Epoch 26][Batch 899], Speed: 239.667 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.458 [Epoch 26][Batch 909], Speed: 216.536 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.458 [Epoch 26] Training cost: 569.137, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.458 [Epoch 27][Batch 9], Speed: 118.412 samples/sec, LR=0.0005, WHL1=0.356, CenterRegL1=0.238, HeatmapFocal=2.458 [Epoch 27][Batch 19], Speed: 217.058 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.237, HeatmapFocal=2.457 [Epoch 27][Batch 29], Speed: 198.193 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.237, HeatmapFocal=2.457 [Epoch 27][Batch 39], Speed: 227.635 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.237, HeatmapFocal=2.457 [Epoch 27][Batch 49], Speed: 198.777 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.457 [Epoch 27][Batch 59], Speed: 220.549 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.456 [Epoch 27][Batch 69], Speed: 196.573 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.456 [Epoch 27][Batch 79], Speed: 218.240 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.456 [Epoch 27][Batch 89], Speed: 224.507 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.456 [Epoch 27][Batch 99], Speed: 215.802 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.455 [Epoch 27][Batch 109], Speed: 205.541 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.455 [Epoch 27][Batch 119], Speed: 215.940 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.455 [Epoch 27][Batch 129], Speed: 229.428 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.454 [Epoch 27][Batch 139], Speed: 208.779 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.454 [Epoch 27][Batch 149], Speed: 195.660 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.454 [Epoch 27][Batch 159], Speed: 196.069 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.454 [Epoch 27][Batch 169], Speed: 213.139 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.453 [Epoch 27][Batch 179], Speed: 199.663 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.453 [Epoch 27][Batch 189], Speed: 212.508 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.453 [Epoch 27][Batch 199], Speed: 196.624 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.453 [Epoch 27][Batch 209], Speed: 206.768 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.452 [Epoch 27][Batch 219], Speed: 212.583 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.452 [Epoch 27][Batch 229], Speed: 221.722 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.452 [Epoch 27][Batch 239], Speed: 195.222 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.451 [Epoch 27][Batch 249], Speed: 202.931 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.451 [Epoch 27][Batch 259], Speed: 216.493 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.451 [Epoch 27][Batch 269], Speed: 220.101 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.451 [Epoch 27][Batch 279], Speed: 221.925 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.450 [Epoch 27][Batch 289], Speed: 223.685 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.450 [Epoch 27][Batch 299], Speed: 202.546 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.450 [Epoch 27][Batch 309], Speed: 224.671 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.450 [Epoch 27][Batch 319], Speed: 196.358 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.449 [Epoch 27][Batch 329], Speed: 213.715 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.449 [Epoch 27][Batch 339], Speed: 217.183 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.449 [Epoch 27][Batch 349], Speed: 226.164 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.449 [Epoch 27][Batch 359], Speed: 207.517 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.448 [Epoch 27][Batch 369], Speed: 208.535 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.448 [Epoch 27][Batch 379], Speed: 222.200 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.448 [Epoch 27][Batch 389], Speed: 197.927 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.448 [Epoch 27][Batch 399], Speed: 205.426 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.447 [Epoch 27][Batch 409], Speed: 230.751 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.447 [Epoch 27][Batch 419], Speed: 214.063 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.447 [Epoch 27][Batch 429], Speed: 217.894 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.447 [Epoch 27][Batch 439], Speed: 206.646 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.446 [Epoch 27][Batch 449], Speed: 210.094 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.446 [Epoch 27][Batch 459], Speed: 225.525 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.446 [Epoch 27][Batch 469], Speed: 224.329 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.445 [Epoch 27][Batch 479], Speed: 196.900 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.445 [Epoch 27][Batch 489], Speed: 227.047 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.445 [Epoch 27][Batch 499], Speed: 213.105 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.445 [Epoch 27][Batch 509], Speed: 208.355 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.444 [Epoch 27][Batch 519], Speed: 214.173 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.444 [Epoch 27][Batch 529], Speed: 203.698 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.444 [Epoch 27][Batch 539], Speed: 212.725 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.444 [Epoch 27][Batch 549], Speed: 204.481 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.443 [Epoch 27][Batch 559], Speed: 203.972 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.443 [Epoch 27][Batch 569], Speed: 221.151 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.443 [Epoch 27][Batch 579], Speed: 220.128 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.443 [Epoch 27][Batch 589], Speed: 229.748 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.442 [Epoch 27][Batch 599], Speed: 215.189 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.442 [Epoch 27][Batch 609], Speed: 203.088 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.442 [Epoch 27][Batch 619], Speed: 204.985 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.442 [Epoch 27][Batch 629], Speed: 217.876 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.441 [Epoch 27][Batch 639], Speed: 204.237 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.441 [Epoch 27][Batch 649], Speed: 210.831 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.441 [Epoch 27][Batch 659], Speed: 217.134 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.441 [Epoch 27][Batch 669], Speed: 204.588 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.440 [Epoch 27][Batch 679], Speed: 201.624 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.440 [Epoch 27][Batch 689], Speed: 216.986 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.440 [Epoch 27][Batch 699], Speed: 218.378 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.440 [Epoch 27][Batch 709], Speed: 217.302 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.439 [Epoch 27][Batch 719], Speed: 214.414 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.439 [Epoch 27][Batch 729], Speed: 210.939 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.439 [Epoch 27][Batch 739], Speed: 213.025 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.439 [Epoch 27][Batch 749], Speed: 219.465 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.438 [Epoch 27][Batch 759], Speed: 225.276 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.438 [Epoch 27][Batch 769], Speed: 207.846 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.438 [Epoch 27][Batch 779], Speed: 213.073 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.438 [Epoch 27][Batch 789], Speed: 205.623 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.437 [Epoch 27][Batch 799], Speed: 221.031 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.437 [Epoch 27][Batch 809], Speed: 205.178 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.437 [Epoch 27][Batch 819], Speed: 212.861 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.437 [Epoch 27][Batch 829], Speed: 201.547 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.436 [Epoch 27][Batch 839], Speed: 219.304 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.436 [Epoch 27][Batch 849], Speed: 205.125 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.436 [Epoch 27][Batch 859], Speed: 208.155 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.436 [Epoch 27][Batch 869], Speed: 207.607 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.435 [Epoch 27][Batch 879], Speed: 229.141 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.435 [Epoch 27][Batch 889], Speed: 207.147 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.435 [Epoch 27][Batch 899], Speed: 204.764 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.435 [Epoch 27][Batch 909], Speed: 208.931 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.434 [Epoch 27] Training cost: 570.468, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.434 [Epoch 28][Batch 9], Speed: 143.085 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.236, HeatmapFocal=2.434 [Epoch 28][Batch 19], Speed: 209.491 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.236, HeatmapFocal=2.434 [Epoch 28][Batch 29], Speed: 208.468 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.236, HeatmapFocal=2.433 [Epoch 28][Batch 39], Speed: 220.462 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.433 [Epoch 28][Batch 49], Speed: 202.546 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.236, HeatmapFocal=2.433 [Epoch 28][Batch 59], Speed: 205.128 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.433 [Epoch 28][Batch 69], Speed: 205.623 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.432 [Epoch 28][Batch 79], Speed: 211.310 samples/sec, LR=0.0005, WHL1=0.350, CenterRegL1=0.236, HeatmapFocal=2.432 [Epoch 28][Batch 89], Speed: 203.928 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.432 [Epoch 28][Batch 99], Speed: 205.291 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.432 [Epoch 28][Batch 109], Speed: 228.394 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.431 [Epoch 28][Batch 119], Speed: 206.961 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.431 [Epoch 28][Batch 129], Speed: 193.359 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.431 [Epoch 28][Batch 139], Speed: 216.470 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.431 [Epoch 28][Batch 149], Speed: 206.398 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.430 [Epoch 28][Batch 159], Speed: 221.737 samples/sec, LR=0.0005, WHL1=0.349, CenterRegL1=0.236, HeatmapFocal=2.430 [Epoch 28][Batch 169], Speed: 222.431 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.430 [Epoch 28][Batch 179], Speed: 224.283 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.430 [Epoch 28][Batch 189], Speed: 204.176 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.429 [Epoch 28][Batch 199], Speed: 224.647 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.429 [Epoch 28][Batch 209], Speed: 213.564 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.429 [Epoch 28][Batch 219], Speed: 227.270 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.429 [Epoch 28][Batch 229], Speed: 222.874 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.428 [Epoch 28][Batch 239], Speed: 204.500 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.428 [Epoch 28][Batch 249], Speed: 194.007 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.428 [Epoch 28][Batch 259], Speed: 220.852 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.428 [Epoch 28][Batch 269], Speed: 216.416 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.427 [Epoch 28][Batch 279], Speed: 207.764 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.427 [Epoch 28][Batch 289], Speed: 224.456 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.427 [Epoch 28][Batch 299], Speed: 204.234 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.427 [Epoch 28][Batch 309], Speed: 205.711 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.426 [Epoch 28][Batch 319], Speed: 219.223 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.426 [Epoch 28][Batch 329], Speed: 221.338 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.426 [Epoch 28][Batch 339], Speed: 223.660 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.426 [Epoch 28][Batch 349], Speed: 220.674 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.425 [Epoch 28][Batch 359], Speed: 212.463 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.425 [Epoch 28][Batch 369], Speed: 208.958 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.425 [Epoch 28][Batch 379], Speed: 218.242 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.425 [Epoch 28][Batch 389], Speed: 214.575 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.236, HeatmapFocal=2.424 [Epoch 28][Batch 399], Speed: 220.550 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.424 [Epoch 28][Batch 409], Speed: 224.988 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.424 [Epoch 28][Batch 419], Speed: 227.278 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.424 [Epoch 28][Batch 429], Speed: 188.640 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.423 [Epoch 28][Batch 439], Speed: 213.437 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.423 [Epoch 28][Batch 449], Speed: 205.532 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.423 [Epoch 28][Batch 459], Speed: 219.878 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.423 [Epoch 28][Batch 469], Speed: 207.241 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.422 [Epoch 28][Batch 479], Speed: 209.379 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.422 [Epoch 28][Batch 489], Speed: 206.676 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.422 [Epoch 28][Batch 499], Speed: 207.583 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.422 [Epoch 28][Batch 509], Speed: 207.646 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.422 [Epoch 28][Batch 519], Speed: 229.693 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.421 [Epoch 28][Batch 529], Speed: 195.459 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.421 [Epoch 28][Batch 539], Speed: 222.640 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.421 [Epoch 28][Batch 549], Speed: 192.309 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.421 [Epoch 28][Batch 559], Speed: 211.739 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.420 [Epoch 28][Batch 569], Speed: 205.407 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.420 [Epoch 28][Batch 579], Speed: 225.444 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.420 [Epoch 28][Batch 589], Speed: 199.684 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.420 [Epoch 28][Batch 599], Speed: 205.432 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.419 [Epoch 28][Batch 609], Speed: 194.520 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.419 [Epoch 28][Batch 619], Speed: 197.014 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.419 [Epoch 28][Batch 629], Speed: 206.733 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.419 [Epoch 28][Batch 639], Speed: 221.859 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.418 [Epoch 28][Batch 649], Speed: 224.337 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.418 [Epoch 28][Batch 659], Speed: 207.478 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.418 [Epoch 28][Batch 669], Speed: 200.120 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.418 [Epoch 28][Batch 679], Speed: 212.072 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.417 [Epoch 28][Batch 689], Speed: 205.587 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.417 [Epoch 28][Batch 699], Speed: 218.333 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.417 [Epoch 28][Batch 709], Speed: 227.409 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.417 [Epoch 28][Batch 719], Speed: 212.886 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.416 [Epoch 28][Batch 729], Speed: 201.058 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.416 [Epoch 28][Batch 739], Speed: 216.529 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.416 [Epoch 28][Batch 749], Speed: 220.484 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.416 [Epoch 28][Batch 759], Speed: 213.983 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.416 [Epoch 28][Batch 769], Speed: 220.579 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.415 [Epoch 28][Batch 779], Speed: 218.367 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.415 [Epoch 28][Batch 789], Speed: 200.641 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.415 [Epoch 28][Batch 799], Speed: 200.192 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.415 [Epoch 28][Batch 809], Speed: 220.623 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.414 [Epoch 28][Batch 819], Speed: 216.608 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.414 [Epoch 28][Batch 829], Speed: 209.939 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.414 [Epoch 28][Batch 839], Speed: 221.543 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.414 [Epoch 28][Batch 849], Speed: 206.232 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.413 [Epoch 28][Batch 859], Speed: 201.137 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.413 [Epoch 28][Batch 869], Speed: 211.210 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.413 [Epoch 28][Batch 879], Speed: 233.421 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.413 [Epoch 28][Batch 889], Speed: 220.021 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.412 [Epoch 28][Batch 899], Speed: 244.043 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.412 [Epoch 28][Batch 909], Speed: 195.326 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.412 [Epoch 28] Training cost: 574.032, WHL1=0.347, CenterRegL1=0.236, HeatmapFocal=2.412 [Epoch 29][Batch 9], Speed: 131.861 samples/sec, LR=0.0005, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.412 [Epoch 29][Batch 19], Speed: 194.932 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.411 [Epoch 29][Batch 29], Speed: 210.242 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.411 [Epoch 29][Batch 39], Speed: 217.047 samples/sec, LR=0.0005, WHL1=0.343, CenterRegL1=0.235, HeatmapFocal=2.411 [Epoch 29][Batch 49], Speed: 203.933 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.411 [Epoch 29][Batch 59], Speed: 204.692 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.410 [Epoch 29][Batch 69], Speed: 210.801 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.410 [Epoch 29][Batch 79], Speed: 211.787 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.410 [Epoch 29][Batch 89], Speed: 214.642 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.410 [Epoch 29][Batch 99], Speed: 220.597 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.409 [Epoch 29][Batch 109], Speed: 204.885 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.409 [Epoch 29][Batch 119], Speed: 203.161 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.409 [Epoch 29][Batch 129], Speed: 201.762 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.409 [Epoch 29][Batch 139], Speed: 211.374 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.408 [Epoch 29][Batch 149], Speed: 207.076 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.408 [Epoch 29][Batch 159], Speed: 202.914 samples/sec, LR=0.0005, WHL1=0.348, CenterRegL1=0.235, HeatmapFocal=2.408 [Epoch 29][Batch 169], Speed: 191.336 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.408 [Epoch 29][Batch 179], Speed: 223.115 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.407 [Epoch 29][Batch 189], Speed: 203.903 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.407 [Epoch 29][Batch 199], Speed: 197.962 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.407 [Epoch 29][Batch 209], Speed: 203.252 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.407 [Epoch 29][Batch 219], Speed: 220.214 samples/sec, LR=0.0005, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.406 [Epoch 29][Batch 229], Speed: 218.642 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.406 [Epoch 29][Batch 239], Speed: 203.017 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.406 [Epoch 29][Batch 249], Speed: 191.316 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.406 [Epoch 29][Batch 259], Speed: 213.743 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.405 [Epoch 29][Batch 269], Speed: 208.761 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.405 [Epoch 29][Batch 279], Speed: 217.000 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.405 [Epoch 29][Batch 289], Speed: 219.121 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.405 [Epoch 29][Batch 299], Speed: 220.865 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.405 [Epoch 29][Batch 309], Speed: 195.061 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.404 [Epoch 29][Batch 319], Speed: 209.825 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.404 [Epoch 29][Batch 329], Speed: 208.549 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.404 [Epoch 29][Batch 339], Speed: 222.280 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.404 [Epoch 29][Batch 349], Speed: 232.620 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.403 [Epoch 29][Batch 359], Speed: 202.825 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.403 [Epoch 29][Batch 369], Speed: 186.380 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.403 [Epoch 29][Batch 379], Speed: 226.947 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.403 [Epoch 29][Batch 389], Speed: 206.124 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.235, HeatmapFocal=2.402 [Epoch 29][Batch 399], Speed: 224.162 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.402 [Epoch 29][Batch 409], Speed: 228.551 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.402 [Epoch 29][Batch 419], Speed: 195.815 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.235, HeatmapFocal=2.402 [Epoch 29][Batch 429], Speed: 192.059 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.402 [Epoch 29][Batch 439], Speed: 199.440 samples/sec, LR=0.0005, WHL1=0.344, CenterRegL1=0.236, HeatmapFocal=2.401 [Epoch 29][Batch 449], Speed: 217.363 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.401 [Epoch 29][Batch 459], Speed: 222.844 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.401 [Epoch 29][Batch 469], Speed: 230.957 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.401 [Epoch 29][Batch 479], Speed: 198.495 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.400 [Epoch 29][Batch 489], Speed: 196.346 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.400 [Epoch 29][Batch 499], Speed: 222.702 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.400 [Epoch 29][Batch 509], Speed: 221.621 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.400 [Epoch 29][Batch 519], Speed: 218.051 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.399 [Epoch 29][Batch 529], Speed: 203.412 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.399 [Epoch 29][Batch 539], Speed: 198.434 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.399 [Epoch 29][Batch 549], Speed: 201.901 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.399 [Epoch 29][Batch 559], Speed: 217.990 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.399 [Epoch 29][Batch 569], Speed: 200.519 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.398 [Epoch 29][Batch 579], Speed: 229.431 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.398 [Epoch 29][Batch 589], Speed: 215.086 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.398 [Epoch 29][Batch 599], Speed: 206.317 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.398 [Epoch 29][Batch 609], Speed: 203.692 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.397 [Epoch 29][Batch 619], Speed: 208.985 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.397 [Epoch 29][Batch 629], Speed: 207.181 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.397 [Epoch 29][Batch 639], Speed: 215.110 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.397 [Epoch 29][Batch 649], Speed: 213.814 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.235, HeatmapFocal=2.396 [Epoch 29][Batch 659], Speed: 221.334 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.396 [Epoch 29][Batch 669], Speed: 189.367 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.396 [Epoch 29][Batch 679], Speed: 204.815 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.396 [Epoch 29][Batch 689], Speed: 201.622 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.396 [Epoch 29][Batch 699], Speed: 224.200 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.395 [Epoch 29][Batch 709], Speed: 215.483 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.395 [Epoch 29][Batch 719], Speed: 205.561 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.395 [Epoch 29][Batch 729], Speed: 200.642 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.395 [Epoch 29][Batch 739], Speed: 209.460 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.394 [Epoch 29][Batch 749], Speed: 203.998 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.394 [Epoch 29][Batch 759], Speed: 222.198 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.394 [Epoch 29][Batch 769], Speed: 212.120 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.394 [Epoch 29][Batch 779], Speed: 199.802 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.394 [Epoch 29][Batch 789], Speed: 193.864 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.393 [Epoch 29][Batch 799], Speed: 228.428 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.393 [Epoch 29][Batch 809], Speed: 208.569 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.393 [Epoch 29][Batch 819], Speed: 228.865 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.393 [Epoch 29][Batch 829], Speed: 221.037 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.392 [Epoch 29][Batch 839], Speed: 207.728 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.392 [Epoch 29][Batch 849], Speed: 207.546 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.392 [Epoch 29][Batch 859], Speed: 209.717 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.392 [Epoch 29][Batch 869], Speed: 226.769 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.392 [Epoch 29][Batch 879], Speed: 233.128 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.391 [Epoch 29][Batch 889], Speed: 223.669 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.391 [Epoch 29][Batch 899], Speed: 205.509 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.391 [Epoch 29][Batch 909], Speed: 198.171 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.391 [Epoch 29] Training cost: 573.782, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.391 [Epoch 30][Batch 9], Speed: 130.328 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.238, HeatmapFocal=2.390 [Epoch 30][Batch 19], Speed: 204.272 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.236, HeatmapFocal=2.390 [Epoch 30][Batch 29], Speed: 224.002 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.236, HeatmapFocal=2.390 [Epoch 30][Batch 39], Speed: 227.947 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.236, HeatmapFocal=2.390 [Epoch 30][Batch 49], Speed: 211.839 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.236, HeatmapFocal=2.389 [Epoch 30][Batch 59], Speed: 209.775 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.236, HeatmapFocal=2.389 [Epoch 30][Batch 69], Speed: 194.913 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.389 [Epoch 30][Batch 79], Speed: 197.333 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.236, HeatmapFocal=2.389 [Epoch 30][Batch 89], Speed: 216.968 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.236, HeatmapFocal=2.388 [Epoch 30][Batch 99], Speed: 224.074 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.236, HeatmapFocal=2.388 [Epoch 30][Batch 109], Speed: 219.905 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.388 [Epoch 30][Batch 119], Speed: 205.691 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.388 [Epoch 30][Batch 129], Speed: 208.169 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.388 [Epoch 30][Batch 139], Speed: 202.565 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.387 [Epoch 30][Batch 149], Speed: 210.233 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.387 [Epoch 30][Batch 159], Speed: 225.897 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.387 [Epoch 30][Batch 169], Speed: 192.762 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.387 [Epoch 30][Batch 179], Speed: 217.061 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.386 [Epoch 30][Batch 189], Speed: 192.629 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.386 [Epoch 30][Batch 199], Speed: 202.773 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.386 [Epoch 30][Batch 209], Speed: 214.375 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.386 [Epoch 30][Batch 219], Speed: 227.773 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.386 [Epoch 30][Batch 229], Speed: 203.563 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.385 [Epoch 30][Batch 239], Speed: 205.016 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.385 [Epoch 30][Batch 249], Speed: 189.456 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.385 [Epoch 30][Batch 259], Speed: 207.039 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.385 [Epoch 30][Batch 269], Speed: 209.246 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.384 [Epoch 30][Batch 279], Speed: 221.643 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.384 [Epoch 30][Batch 289], Speed: 218.157 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.384 [Epoch 30][Batch 299], Speed: 215.488 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.384 [Epoch 30][Batch 309], Speed: 194.578 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.383 [Epoch 30][Batch 319], Speed: 206.649 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.383 [Epoch 30][Batch 329], Speed: 206.525 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.383 [Epoch 30][Batch 339], Speed: 226.688 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.383 [Epoch 30][Batch 349], Speed: 213.139 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.383 [Epoch 30][Batch 359], Speed: 204.417 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.382 [Epoch 30][Batch 369], Speed: 203.969 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.382 [Epoch 30][Batch 379], Speed: 197.029 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.382 [Epoch 30][Batch 389], Speed: 210.101 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.382 [Epoch 30][Batch 399], Speed: 210.354 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.381 [Epoch 30][Batch 409], Speed: 208.306 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.381 [Epoch 30][Batch 419], Speed: 196.897 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.381 [Epoch 30][Batch 429], Speed: 195.390 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.381 [Epoch 30][Batch 439], Speed: 205.852 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.381 [Epoch 30][Batch 449], Speed: 210.542 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.380 [Epoch 30][Batch 459], Speed: 225.088 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.380 [Epoch 30][Batch 469], Speed: 221.403 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.380 [Epoch 30][Batch 479], Speed: 227.871 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.380 [Epoch 30][Batch 489], Speed: 193.687 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.379 [Epoch 30][Batch 499], Speed: 190.038 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.379 [Epoch 30][Batch 509], Speed: 203.617 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.379 [Epoch 30][Batch 519], Speed: 228.277 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.379 [Epoch 30][Batch 529], Speed: 205.088 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.379 [Epoch 30][Batch 539], Speed: 217.601 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.378 [Epoch 30][Batch 549], Speed: 203.333 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.378 [Epoch 30][Batch 559], Speed: 198.043 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.378 [Epoch 30][Batch 569], Speed: 207.838 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.378 [Epoch 30][Batch 579], Speed: 208.492 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.378 [Epoch 30][Batch 589], Speed: 213.818 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.377 [Epoch 30][Batch 599], Speed: 200.536 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.377 [Epoch 30][Batch 609], Speed: 202.127 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.377 [Epoch 30][Batch 619], Speed: 205.261 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.377 [Epoch 30][Batch 629], Speed: 198.024 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.376 [Epoch 30][Batch 639], Speed: 220.899 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.376 [Epoch 30][Batch 649], Speed: 213.885 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.376 [Epoch 30][Batch 659], Speed: 217.270 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.376 [Epoch 30][Batch 669], Speed: 190.329 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.376 [Epoch 30][Batch 679], Speed: 201.358 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.375 [Epoch 30][Batch 689], Speed: 205.849 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.375 [Epoch 30][Batch 699], Speed: 229.477 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.375 [Epoch 30][Batch 709], Speed: 206.040 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.375 [Epoch 30][Batch 719], Speed: 206.065 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.375 [Epoch 30][Batch 729], Speed: 203.692 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.374 [Epoch 30][Batch 739], Speed: 205.158 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.374 [Epoch 30][Batch 749], Speed: 202.875 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.374 [Epoch 30][Batch 759], Speed: 221.954 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.374 [Epoch 30][Batch 769], Speed: 221.759 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.373 [Epoch 30][Batch 779], Speed: 204.220 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.373 [Epoch 30][Batch 789], Speed: 209.911 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.373 [Epoch 30][Batch 799], Speed: 219.682 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.373 [Epoch 30][Batch 809], Speed: 202.841 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.373 [Epoch 30][Batch 819], Speed: 216.273 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.372 [Epoch 30][Batch 829], Speed: 218.949 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.372 [Epoch 30][Batch 839], Speed: 214.624 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.372 [Epoch 30][Batch 849], Speed: 223.648 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.372 [Epoch 30][Batch 859], Speed: 219.239 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.371 [Epoch 30][Batch 869], Speed: 201.702 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.371 [Epoch 30][Batch 879], Speed: 224.877 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.371 [Epoch 30][Batch 889], Speed: 217.891 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.371 [Epoch 30][Batch 899], Speed: 239.813 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.371 [Epoch 30][Batch 909], Speed: 203.353 samples/sec, LR=0.0005, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.370 [Epoch 30] Training cost: 576.389, WHL1=0.341, CenterRegL1=0.235, HeatmapFocal=2.370 [Epoch 30] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.203 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.207 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.049 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.218 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.317 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550 person=33.2 bicycle=15.3 car=17.2 motorcycle=18.4 airplane=39.1 bus=43.2 train=41.6 truck=15.5 boat=7.7 traffic light=8.0 fire hydrant=46.0 stop sign=43.6 parking meter=24.8 bench=10.2 bird=15.2 cat=40.6 dog=37.1 horse=36.5 sheep=26.6 cow=28.1 elephant=43.3 bear=54.5 zebra=50.7 giraffe=48.1 backpack=3.2 umbrella=19.4 handbag=1.7 tie=10.2 suitcase=14.2 frisbee=26.9 skis=6.9 snowboard=9.7 sports ball=13.2 kite=13.2 baseball bat=7.4 baseball glove=15.2 skateboard=22.6 surfboard=14.0 tennis racket=19.8 bottle=12.6 wine glass=13.7 cup=17.0 fork=8.0 knife=2.2 spoon=1.8 bowl=20.9 banana=10.8 apple=5.4 sandwich=23.1 orange=17.4 broccoli=11.8 carrot=5.3 hot dog=17.4 pizza=32.7 donut=25.1 cake=17.9 chair=10.9 couch=25.9 potted plant=9.9 bed=20.6 dining table=15.4 toilet=44.2 tv=37.1 laptop=35.0 mouse=29.1 remote=4.6 keyboard=27.9 cell phone=15.0 microwave=28.9 oven=16.9 toaster=3.0 sink=13.4 refrigerator=30.8 book=1.2 clock=27.6 vase=17.0 scissors=5.6 teddy bear=21.8 hair drier=0.0 toothbrush=0.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =20.3 [Epoch 31][Batch 9], Speed: 133.804 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.370 [Epoch 31][Batch 19], Speed: 218.997 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.370 [Epoch 31][Batch 29], Speed: 219.596 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.370 [Epoch 31][Batch 39], Speed: 224.908 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.369 [Epoch 31][Batch 49], Speed: 204.340 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.369 [Epoch 31][Batch 59], Speed: 188.685 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.369 [Epoch 31][Batch 69], Speed: 223.817 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.369 [Epoch 31][Batch 79], Speed: 212.500 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.369 [Epoch 31][Batch 89], Speed: 210.413 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.368 [Epoch 31][Batch 99], Speed: 219.781 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.368 [Epoch 31][Batch 109], Speed: 220.979 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.368 [Epoch 31][Batch 119], Speed: 205.279 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.368 [Epoch 31][Batch 129], Speed: 189.583 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.367 [Epoch 31][Batch 139], Speed: 218.897 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.236, HeatmapFocal=2.367 [Epoch 31][Batch 149], Speed: 200.007 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.236, HeatmapFocal=2.367 [Epoch 31][Batch 159], Speed: 212.532 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.367 [Epoch 31][Batch 169], Speed: 204.424 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.367 [Epoch 31][Batch 179], Speed: 216.411 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.236, HeatmapFocal=2.366 [Epoch 31][Batch 189], Speed: 191.219 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.236, HeatmapFocal=2.366 [Epoch 31][Batch 199], Speed: 221.504 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.366 [Epoch 31][Batch 209], Speed: 215.387 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.236, HeatmapFocal=2.366 [Epoch 31][Batch 219], Speed: 200.610 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.236, HeatmapFocal=2.366 [Epoch 31][Batch 229], Speed: 192.057 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.236, HeatmapFocal=2.365 [Epoch 31][Batch 239], Speed: 201.676 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.236, HeatmapFocal=2.365 [Epoch 31][Batch 249], Speed: 191.261 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.236, HeatmapFocal=2.365 [Epoch 31][Batch 259], Speed: 215.013 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.236, HeatmapFocal=2.365 [Epoch 31][Batch 269], Speed: 216.189 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.365 [Epoch 31][Batch 279], Speed: 210.046 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.364 [Epoch 31][Batch 289], Speed: 203.729 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.364 [Epoch 31][Batch 299], Speed: 227.612 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.364 [Epoch 31][Batch 309], Speed: 200.561 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.364 [Epoch 31][Batch 319], Speed: 217.510 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.363 [Epoch 31][Batch 329], Speed: 212.922 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.363 [Epoch 31][Batch 339], Speed: 207.969 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.363 [Epoch 31][Batch 349], Speed: 210.414 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.363 [Epoch 31][Batch 359], Speed: 205.199 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.363 [Epoch 31][Batch 369], Speed: 199.890 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.362 [Epoch 31][Batch 379], Speed: 211.799 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.362 [Epoch 31][Batch 389], Speed: 217.318 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.362 [Epoch 31][Batch 399], Speed: 213.669 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.362 [Epoch 31][Batch 409], Speed: 201.377 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.362 [Epoch 31][Batch 419], Speed: 219.790 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.361 [Epoch 31][Batch 429], Speed: 185.472 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.361 [Epoch 31][Batch 439], Speed: 221.241 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.361 [Epoch 31][Batch 449], Speed: 215.510 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.361 [Epoch 31][Batch 459], Speed: 205.220 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.361 [Epoch 31][Batch 469], Speed: 219.376 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.360 [Epoch 31][Batch 479], Speed: 200.166 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.360 [Epoch 31][Batch 489], Speed: 207.195 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.360 [Epoch 31][Batch 499], Speed: 221.622 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.360 [Epoch 31][Batch 509], Speed: 200.112 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.360 [Epoch 31][Batch 519], Speed: 217.780 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.359 [Epoch 31][Batch 529], Speed: 200.061 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.359 [Epoch 31][Batch 539], Speed: 222.568 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.359 [Epoch 31][Batch 549], Speed: 199.913 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.359 [Epoch 31][Batch 559], Speed: 225.371 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.358 [Epoch 31][Batch 569], Speed: 213.224 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.358 [Epoch 31][Batch 579], Speed: 216.041 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.358 [Epoch 31][Batch 589], Speed: 212.371 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.358 [Epoch 31][Batch 599], Speed: 196.772 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.358 [Epoch 31][Batch 609], Speed: 191.276 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.357 [Epoch 31][Batch 619], Speed: 224.824 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.357 [Epoch 31][Batch 629], Speed: 191.922 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.357 [Epoch 31][Batch 639], Speed: 206.945 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.357 [Epoch 31][Batch 649], Speed: 201.169 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.357 [Epoch 31][Batch 659], Speed: 199.470 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.356 [Epoch 31][Batch 669], Speed: 204.143 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.356 [Epoch 31][Batch 679], Speed: 214.903 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.356 [Epoch 31][Batch 689], Speed: 210.477 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.356 [Epoch 31][Batch 699], Speed: 223.953 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.356 [Epoch 31][Batch 709], Speed: 215.100 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.355 [Epoch 31][Batch 719], Speed: 193.525 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.355 [Epoch 31][Batch 729], Speed: 200.066 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.355 [Epoch 31][Batch 739], Speed: 220.861 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.355 [Epoch 31][Batch 749], Speed: 204.486 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.355 [Epoch 31][Batch 759], Speed: 227.065 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.354 [Epoch 31][Batch 769], Speed: 213.741 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.354 [Epoch 31][Batch 779], Speed: 206.187 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.354 [Epoch 31][Batch 789], Speed: 188.170 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.354 [Epoch 31][Batch 799], Speed: 216.983 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.354 [Epoch 31][Batch 809], Speed: 207.395 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.353 [Epoch 31][Batch 819], Speed: 216.935 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.353 [Epoch 31][Batch 829], Speed: 215.848 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.353 [Epoch 31][Batch 839], Speed: 207.506 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.353 [Epoch 31][Batch 849], Speed: 213.058 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.353 [Epoch 31][Batch 859], Speed: 216.552 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.352 [Epoch 31][Batch 869], Speed: 203.869 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.352 [Epoch 31][Batch 879], Speed: 211.182 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.352 [Epoch 31][Batch 889], Speed: 213.756 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.352 [Epoch 31][Batch 899], Speed: 201.413 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.352 [Epoch 31][Batch 909], Speed: 204.585 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.351 [Epoch 31] Training cost: 573.878, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.351 [Epoch 32][Batch 9], Speed: 118.027 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.236, HeatmapFocal=2.351 [Epoch 32][Batch 19], Speed: 218.678 samples/sec, LR=0.0005, WHL1=0.343, CenterRegL1=0.236, HeatmapFocal=2.351 [Epoch 32][Batch 29], Speed: 210.983 samples/sec, LR=0.0005, WHL1=0.342, CenterRegL1=0.235, HeatmapFocal=2.351 [Epoch 32][Batch 39], Speed: 228.569 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.351 [Epoch 32][Batch 49], Speed: 193.567 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.350 [Epoch 32][Batch 59], Speed: 209.324 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.235, HeatmapFocal=2.350 [Epoch 32][Batch 69], Speed: 198.613 samples/sec, LR=0.0005, WHL1=0.340, CenterRegL1=0.235, HeatmapFocal=2.350 [Epoch 32][Batch 79], Speed: 215.812 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.350 [Epoch 32][Batch 89], Speed: 225.952 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.349 [Epoch 32][Batch 99], Speed: 228.516 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.349 [Epoch 32][Batch 109], Speed: 217.727 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.349 [Epoch 32][Batch 119], Speed: 201.843 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.349 [Epoch 32][Batch 129], Speed: 207.817 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.349 [Epoch 32][Batch 139], Speed: 221.434 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.348 [Epoch 32][Batch 149], Speed: 210.930 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.348 [Epoch 32][Batch 159], Speed: 229.870 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.348 [Epoch 32][Batch 169], Speed: 201.113 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.348 [Epoch 32][Batch 179], Speed: 212.211 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.235, HeatmapFocal=2.348 [Epoch 32][Batch 189], Speed: 207.055 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.235, HeatmapFocal=2.347 [Epoch 32][Batch 199], Speed: 206.951 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.347 [Epoch 32][Batch 209], Speed: 200.619 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.347 [Epoch 32][Batch 219], Speed: 227.523 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.347 [Epoch 32][Batch 229], Speed: 219.039 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.347 [Epoch 32][Batch 239], Speed: 198.298 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.346 [Epoch 32][Batch 249], Speed: 191.848 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.346 [Epoch 32][Batch 259], Speed: 210.784 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.346 [Epoch 32][Batch 269], Speed: 220.698 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.346 [Epoch 32][Batch 279], Speed: 210.658 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.346 [Epoch 32][Batch 289], Speed: 198.906 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.345 [Epoch 32][Batch 299], Speed: 198.972 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.345 [Epoch 32][Batch 309], Speed: 201.741 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.345 [Epoch 32][Batch 319], Speed: 222.991 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.345 [Epoch 32][Batch 329], Speed: 208.252 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.345 [Epoch 32][Batch 339], Speed: 222.404 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.344 [Epoch 32][Batch 349], Speed: 209.462 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.344 [Epoch 32][Batch 359], Speed: 213.917 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.344 [Epoch 32][Batch 369], Speed: 194.735 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.344 [Epoch 32][Batch 379], Speed: 204.521 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.344 [Epoch 32][Batch 389], Speed: 213.967 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.343 [Epoch 32][Batch 399], Speed: 215.044 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.343 [Epoch 32][Batch 409], Speed: 220.248 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.343 [Epoch 32][Batch 419], Speed: 203.559 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.343 [Epoch 32][Batch 429], Speed: 191.015 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.343 [Epoch 32][Batch 439], Speed: 223.120 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.342 [Epoch 32][Batch 449], Speed: 200.562 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.342 [Epoch 32][Batch 459], Speed: 202.166 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.342 [Epoch 32][Batch 469], Speed: 214.203 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.342 [Epoch 32][Batch 479], Speed: 223.658 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.342 [Epoch 32][Batch 489], Speed: 198.469 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.341 [Epoch 32][Batch 499], Speed: 214.064 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.341 [Epoch 32][Batch 509], Speed: 200.833 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.341 [Epoch 32][Batch 519], Speed: 216.499 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.341 [Epoch 32][Batch 529], Speed: 216.562 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.341 [Epoch 32][Batch 539], Speed: 206.479 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.340 [Epoch 32][Batch 549], Speed: 190.551 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.340 [Epoch 32][Batch 559], Speed: 228.306 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.340 [Epoch 32][Batch 569], Speed: 217.175 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.340 [Epoch 32][Batch 579], Speed: 224.516 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.340 [Epoch 32][Batch 589], Speed: 220.556 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.339 [Epoch 32][Batch 599], Speed: 217.303 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.339 [Epoch 32][Batch 609], Speed: 188.831 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.339 [Epoch 32][Batch 619], Speed: 221.989 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.339 [Epoch 32][Batch 629], Speed: 214.270 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.339 [Epoch 32][Batch 639], Speed: 219.694 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.338 [Epoch 32][Batch 649], Speed: 213.571 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.338 [Epoch 32][Batch 659], Speed: 207.260 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.338 [Epoch 32][Batch 669], Speed: 195.657 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.338 [Epoch 32][Batch 679], Speed: 221.124 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.338 [Epoch 32][Batch 689], Speed: 207.604 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.337 [Epoch 32][Batch 699], Speed: 214.672 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.337 [Epoch 32][Batch 709], Speed: 205.735 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.337 [Epoch 32][Batch 719], Speed: 212.544 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.337 [Epoch 32][Batch 729], Speed: 192.996 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.337 [Epoch 32][Batch 739], Speed: 227.063 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.337 [Epoch 32][Batch 749], Speed: 201.786 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.336 [Epoch 32][Batch 759], Speed: 217.856 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.336 [Epoch 32][Batch 769], Speed: 210.108 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.336 [Epoch 32][Batch 779], Speed: 203.110 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.336 [Epoch 32][Batch 789], Speed: 193.166 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.336 [Epoch 32][Batch 799], Speed: 225.499 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.335 [Epoch 32][Batch 809], Speed: 196.603 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.335 [Epoch 32][Batch 819], Speed: 224.707 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.335 [Epoch 32][Batch 829], Speed: 215.466 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.335 [Epoch 32][Batch 839], Speed: 227.305 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.335 [Epoch 32][Batch 849], Speed: 202.880 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.334 [Epoch 32][Batch 859], Speed: 217.070 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.334 [Epoch 32][Batch 869], Speed: 226.305 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.334 [Epoch 32][Batch 879], Speed: 212.869 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.334 [Epoch 32][Batch 889], Speed: 228.299 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.334 [Epoch 32][Batch 899], Speed: 236.974 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.333 [Epoch 32][Batch 909], Speed: 206.659 samples/sec, LR=0.0005, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.333 [Epoch 32] Training cost: 571.217, WHL1=0.338, CenterRegL1=0.235, HeatmapFocal=2.333 [Epoch 33][Batch 9], Speed: 129.777 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.333 [Epoch 33][Batch 19], Speed: 206.900 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.235, HeatmapFocal=2.333 [Epoch 33][Batch 29], Speed: 208.773 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.235, HeatmapFocal=2.333 [Epoch 33][Batch 39], Speed: 226.873 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.332 [Epoch 33][Batch 49], Speed: 204.594 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.332 [Epoch 33][Batch 59], Speed: 200.801 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.332 [Epoch 33][Batch 69], Speed: 209.918 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.332 [Epoch 33][Batch 79], Speed: 212.530 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.332 [Epoch 33][Batch 89], Speed: 227.274 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.331 [Epoch 33][Batch 99], Speed: 226.781 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.331 [Epoch 33][Batch 109], Speed: 226.791 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.331 [Epoch 33][Batch 119], Speed: 212.884 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.234, HeatmapFocal=2.331 [Epoch 33][Batch 129], Speed: 212.390 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.234, HeatmapFocal=2.331 [Epoch 33][Batch 139], Speed: 195.787 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.234, HeatmapFocal=2.330 [Epoch 33][Batch 149], Speed: 204.720 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.234, HeatmapFocal=2.330 [Epoch 33][Batch 159], Speed: 203.638 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.234, HeatmapFocal=2.330 [Epoch 33][Batch 169], Speed: 225.611 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.234, HeatmapFocal=2.330 [Epoch 33][Batch 179], Speed: 193.626 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.234, HeatmapFocal=2.330 [Epoch 33][Batch 189], Speed: 214.597 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.235, HeatmapFocal=2.329 [Epoch 33][Batch 199], Speed: 211.761 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.234, HeatmapFocal=2.329 [Epoch 33][Batch 209], Speed: 210.299 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.329 [Epoch 33][Batch 219], Speed: 210.001 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.329 [Epoch 33][Batch 229], Speed: 210.255 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.329 [Epoch 33][Batch 239], Speed: 211.923 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.329 [Epoch 33][Batch 249], Speed: 201.425 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.328 [Epoch 33][Batch 259], Speed: 205.388 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.328 [Epoch 33][Batch 269], Speed: 201.278 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.328 [Epoch 33][Batch 279], Speed: 202.638 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.328 [Epoch 33][Batch 289], Speed: 220.422 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.328 [Epoch 33][Batch 299], Speed: 212.563 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.327 [Epoch 33][Batch 309], Speed: 198.981 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.327 [Epoch 33][Batch 319], Speed: 203.652 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.327 [Epoch 33][Batch 329], Speed: 209.406 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.327 [Epoch 33][Batch 339], Speed: 207.626 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.327 [Epoch 33][Batch 349], Speed: 201.434 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.326 [Epoch 33][Batch 359], Speed: 210.268 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.326 [Epoch 33][Batch 369], Speed: 199.301 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.326 [Epoch 33][Batch 379], Speed: 215.285 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.326 [Epoch 33][Batch 389], Speed: 209.683 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.326 [Epoch 33][Batch 399], Speed: 210.232 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.325 [Epoch 33][Batch 409], Speed: 202.334 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.325 [Epoch 33][Batch 419], Speed: 214.602 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.325 [Epoch 33][Batch 429], Speed: 197.253 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.325 [Epoch 33][Batch 439], Speed: 209.321 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.325 [Epoch 33][Batch 449], Speed: 205.670 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.325 [Epoch 33][Batch 459], Speed: 211.841 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.324 [Epoch 33][Batch 469], Speed: 232.322 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.324 [Epoch 33][Batch 479], Speed: 196.128 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.324 [Epoch 33][Batch 489], Speed: 203.082 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.324 [Epoch 33][Batch 499], Speed: 207.320 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.324 [Epoch 33][Batch 509], Speed: 198.658 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.323 [Epoch 33][Batch 519], Speed: 217.316 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.323 [Epoch 33][Batch 529], Speed: 226.222 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.323 [Epoch 33][Batch 539], Speed: 195.783 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.323 [Epoch 33][Batch 549], Speed: 194.484 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.323 [Epoch 33][Batch 559], Speed: 208.434 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.322 [Epoch 33][Batch 569], Speed: 206.788 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.322 [Epoch 33][Batch 579], Speed: 202.689 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.322 [Epoch 33][Batch 589], Speed: 221.655 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.322 [Epoch 33][Batch 599], Speed: 203.622 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.322 [Epoch 33][Batch 609], Speed: 202.678 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.322 [Epoch 33][Batch 619], Speed: 214.384 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.321 [Epoch 33][Batch 629], Speed: 206.396 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.321 [Epoch 33][Batch 639], Speed: 221.943 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.321 [Epoch 33][Batch 649], Speed: 233.547 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.321 [Epoch 33][Batch 659], Speed: 200.980 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.321 [Epoch 33][Batch 669], Speed: 203.426 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.320 [Epoch 33][Batch 679], Speed: 214.520 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.320 [Epoch 33][Batch 689], Speed: 206.010 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.320 [Epoch 33][Batch 699], Speed: 213.410 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.320 [Epoch 33][Batch 709], Speed: 201.996 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.320 [Epoch 33][Batch 719], Speed: 216.095 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.319 [Epoch 33][Batch 729], Speed: 206.750 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.319 [Epoch 33][Batch 739], Speed: 208.327 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.319 [Epoch 33][Batch 749], Speed: 212.329 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.319 [Epoch 33][Batch 759], Speed: 203.423 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.319 [Epoch 33][Batch 769], Speed: 233.961 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.319 [Epoch 33][Batch 779], Speed: 194.126 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.318 [Epoch 33][Batch 789], Speed: 188.448 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.318 [Epoch 33][Batch 799], Speed: 202.152 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.318 [Epoch 33][Batch 809], Speed: 224.845 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.318 [Epoch 33][Batch 819], Speed: 212.671 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.318 [Epoch 33][Batch 829], Speed: 214.411 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.317 [Epoch 33][Batch 839], Speed: 216.468 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.317 [Epoch 33][Batch 849], Speed: 203.566 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.317 [Epoch 33][Batch 859], Speed: 222.507 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.317 [Epoch 33][Batch 869], Speed: 214.168 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.317 [Epoch 33][Batch 879], Speed: 223.802 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.317 [Epoch 33][Batch 889], Speed: 222.899 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.316 [Epoch 33][Batch 899], Speed: 229.413 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.316 [Epoch 33][Batch 909], Speed: 208.316 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.316 [Epoch 33] Training cost: 572.404, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.316 [Epoch 34][Batch 9], Speed: 135.448 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.235, HeatmapFocal=2.316 [Epoch 34][Batch 19], Speed: 200.370 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.236, HeatmapFocal=2.315 [Epoch 34][Batch 29], Speed: 214.928 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.315 [Epoch 34][Batch 39], Speed: 224.277 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.236, HeatmapFocal=2.315 [Epoch 34][Batch 49], Speed: 204.558 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.236, HeatmapFocal=2.315 [Epoch 34][Batch 59], Speed: 220.829 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.235, HeatmapFocal=2.315 [Epoch 34][Batch 69], Speed: 198.706 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.315 [Epoch 34][Batch 79], Speed: 216.462 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.314 [Epoch 34][Batch 89], Speed: 215.054 samples/sec, LR=0.0005, WHL1=0.337, CenterRegL1=0.235, HeatmapFocal=2.314 [Epoch 34][Batch 99], Speed: 210.922 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.314 [Epoch 34][Batch 109], Speed: 221.470 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.314 [Epoch 34][Batch 119], Speed: 205.337 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.314 [Epoch 34][Batch 129], Speed: 217.873 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.313 [Epoch 34][Batch 139], Speed: 195.434 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.313 [Epoch 34][Batch 149], Speed: 235.677 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.313 [Epoch 34][Batch 159], Speed: 215.818 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.313 [Epoch 34][Batch 169], Speed: 219.868 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.313 [Epoch 34][Batch 179], Speed: 225.986 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.313 [Epoch 34][Batch 189], Speed: 218.663 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.312 [Epoch 34][Batch 199], Speed: 215.754 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.312 [Epoch 34][Batch 209], Speed: 225.472 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.312 [Epoch 34][Batch 219], Speed: 219.031 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.312 [Epoch 34][Batch 229], Speed: 211.368 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.312 [Epoch 34][Batch 239], Speed: 211.845 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.311 [Epoch 34][Batch 249], Speed: 193.025 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.311 [Epoch 34][Batch 259], Speed: 209.073 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.311 [Epoch 34][Batch 269], Speed: 217.793 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.311 [Epoch 34][Batch 279], Speed: 192.480 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.311 [Epoch 34][Batch 289], Speed: 206.851 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.311 [Epoch 34][Batch 299], Speed: 201.415 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.310 [Epoch 34][Batch 309], Speed: 190.860 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.310 [Epoch 34][Batch 319], Speed: 206.387 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.310 [Epoch 34][Batch 329], Speed: 219.003 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.310 [Epoch 34][Batch 339], Speed: 202.900 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.310 [Epoch 34][Batch 349], Speed: 207.754 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.309 [Epoch 34][Batch 359], Speed: 213.562 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.309 [Epoch 34][Batch 369], Speed: 216.046 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.309 [Epoch 34][Batch 379], Speed: 217.930 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.309 [Epoch 34][Batch 389], Speed: 206.092 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.309 [Epoch 34][Batch 399], Speed: 205.967 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.309 [Epoch 34][Batch 409], Speed: 229.104 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.308 [Epoch 34][Batch 419], Speed: 226.105 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.308 [Epoch 34][Batch 429], Speed: 197.358 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.308 [Epoch 34][Batch 439], Speed: 202.771 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.308 [Epoch 34][Batch 449], Speed: 209.240 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.308 [Epoch 34][Batch 459], Speed: 203.320 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.308 [Epoch 34][Batch 469], Speed: 227.675 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.307 [Epoch 34][Batch 479], Speed: 204.916 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.307 [Epoch 34][Batch 489], Speed: 197.259 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.307 [Epoch 34][Batch 499], Speed: 215.289 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.307 [Epoch 34][Batch 509], Speed: 212.574 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.307 [Epoch 34][Batch 519], Speed: 202.003 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.306 [Epoch 34][Batch 529], Speed: 227.854 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.306 [Epoch 34][Batch 539], Speed: 216.859 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.306 [Epoch 34][Batch 549], Speed: 201.476 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.306 [Epoch 34][Batch 559], Speed: 221.444 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.306 [Epoch 34][Batch 569], Speed: 204.939 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.306 [Epoch 34][Batch 579], Speed: 205.129 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.305 [Epoch 34][Batch 589], Speed: 230.794 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.305 [Epoch 34][Batch 599], Speed: 211.406 samples/sec, LR=0.0005, WHL1=0.336, CenterRegL1=0.235, HeatmapFocal=2.305 [Epoch 34][Batch 609], Speed: 192.578 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.305 [Epoch 34][Batch 619], Speed: 215.059 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.305 [Epoch 34][Batch 629], Speed: 223.683 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.305 [Epoch 34][Batch 639], Speed: 217.364 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.304 [Epoch 34][Batch 649], Speed: 226.736 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.304 [Epoch 34][Batch 659], Speed: 208.718 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.304 [Epoch 34][Batch 669], Speed: 193.392 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.304 [Epoch 34][Batch 679], Speed: 208.192 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.304 [Epoch 34][Batch 689], Speed: 220.240 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.303 [Epoch 34][Batch 699], Speed: 223.890 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.303 [Epoch 34][Batch 709], Speed: 217.115 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.303 [Epoch 34][Batch 719], Speed: 208.346 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.303 [Epoch 34][Batch 729], Speed: 208.649 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.303 [Epoch 34][Batch 739], Speed: 217.815 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.303 [Epoch 34][Batch 749], Speed: 211.400 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.302 [Epoch 34][Batch 759], Speed: 212.096 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.302 [Epoch 34][Batch 769], Speed: 213.153 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.302 [Epoch 34][Batch 779], Speed: 216.605 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.302 [Epoch 34][Batch 789], Speed: 206.111 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.302 [Epoch 34][Batch 799], Speed: 212.065 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.302 [Epoch 34][Batch 809], Speed: 230.797 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.301 [Epoch 34][Batch 819], Speed: 213.906 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.301 [Epoch 34][Batch 829], Speed: 216.534 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.301 [Epoch 34][Batch 839], Speed: 199.671 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.301 [Epoch 34][Batch 849], Speed: 203.440 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.301 [Epoch 34][Batch 859], Speed: 215.605 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 34][Batch 869], Speed: 211.052 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 34][Batch 879], Speed: 204.575 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 34][Batch 889], Speed: 220.194 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 34][Batch 899], Speed: 212.921 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 34][Batch 909], Speed: 198.894 samples/sec, LR=0.0005, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 34] Training cost: 575.211, WHL1=0.335, CenterRegL1=0.235, HeatmapFocal=2.300 [Epoch 35][Batch 9], Speed: 27.560 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.235, HeatmapFocal=2.299 [Epoch 35][Batch 19], Speed: 208.737 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.299 [Epoch 35][Batch 29], Speed: 217.466 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.299 [Epoch 35][Batch 39], Speed: 204.871 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.299 [Epoch 35][Batch 49], Speed: 211.814 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.299 [Epoch 35][Batch 59], Speed: 211.387 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.298 [Epoch 35][Batch 69], Speed: 196.878 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.235, HeatmapFocal=2.298 [Epoch 35][Batch 79], Speed: 225.472 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.298 [Epoch 35][Batch 89], Speed: 209.813 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.235, HeatmapFocal=2.298 [Epoch 35][Batch 99], Speed: 217.098 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.235, HeatmapFocal=2.298 [Epoch 35][Batch 109], Speed: 54.351 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.298 [Epoch 35][Batch 119], Speed: 232.206 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.297 [Epoch 35][Batch 129], Speed: 193.018 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.297 [Epoch 35][Batch 139], Speed: 224.247 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.297 [Epoch 35][Batch 149], Speed: 199.810 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.297 [Epoch 35][Batch 159], Speed: 194.667 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.297 [Epoch 35][Batch 169], Speed: 217.458 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.296 [Epoch 35][Batch 179], Speed: 186.327 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.296 [Epoch 35][Batch 189], Speed: 202.551 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.296 [Epoch 35][Batch 199], Speed: 223.800 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.296 [Epoch 35][Batch 209], Speed: 207.121 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.296 [Epoch 35][Batch 219], Speed: 222.355 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.296 [Epoch 35][Batch 229], Speed: 223.962 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.295 [Epoch 35][Batch 239], Speed: 206.346 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.295 [Epoch 35][Batch 249], Speed: 195.555 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.295 [Epoch 35][Batch 259], Speed: 202.711 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.295 [Epoch 35][Batch 269], Speed: 203.180 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.295 [Epoch 35][Batch 279], Speed: 200.188 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.295 [Epoch 35][Batch 289], Speed: 218.183 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.294 [Epoch 35][Batch 299], Speed: 186.083 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.294 [Epoch 35][Batch 309], Speed: 203.179 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.294 [Epoch 35][Batch 319], Speed: 227.425 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.294 [Epoch 35][Batch 329], Speed: 212.793 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.294 [Epoch 35][Batch 339], Speed: 219.478 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.294 [Epoch 35][Batch 349], Speed: 208.312 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.293 [Epoch 35][Batch 359], Speed: 197.074 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.293 [Epoch 35][Batch 369], Speed: 202.653 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.293 [Epoch 35][Batch 379], Speed: 198.136 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.293 [Epoch 35][Batch 389], Speed: 205.471 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.293 [Epoch 35][Batch 399], Speed: 205.696 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.292 [Epoch 35][Batch 409], Speed: 204.164 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.292 [Epoch 35][Batch 419], Speed: 224.829 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.292 [Epoch 35][Batch 429], Speed: 196.962 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.292 [Epoch 35][Batch 439], Speed: 209.094 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.292 [Epoch 35][Batch 449], Speed: 220.360 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.292 [Epoch 35][Batch 459], Speed: 212.680 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.291 [Epoch 35][Batch 469], Speed: 205.085 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.291 [Epoch 35][Batch 479], Speed: 227.650 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.291 [Epoch 35][Batch 489], Speed: 197.797 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.291 [Epoch 35][Batch 499], Speed: 213.663 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.291 [Epoch 35][Batch 509], Speed: 223.987 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.291 [Epoch 35][Batch 519], Speed: 201.489 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.290 [Epoch 35][Batch 529], Speed: 192.617 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.290 [Epoch 35][Batch 539], Speed: 226.054 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.290 [Epoch 35][Batch 549], Speed: 188.802 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.290 [Epoch 35][Batch 559], Speed: 213.876 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.290 [Epoch 35][Batch 569], Speed: 211.642 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.290 [Epoch 35][Batch 579], Speed: 201.835 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.289 [Epoch 35][Batch 589], Speed: 205.811 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.289 [Epoch 35][Batch 599], Speed: 220.472 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.289 [Epoch 35][Batch 609], Speed: 198.602 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.289 [Epoch 35][Batch 619], Speed: 199.153 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.289 [Epoch 35][Batch 629], Speed: 207.076 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.288 [Epoch 35][Batch 639], Speed: 193.272 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.288 [Epoch 35][Batch 649], Speed: 204.447 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.288 [Epoch 35][Batch 659], Speed: 228.680 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.288 [Epoch 35][Batch 669], Speed: 202.150 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.288 [Epoch 35][Batch 679], Speed: 210.388 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.288 [Epoch 35][Batch 689], Speed: 196.937 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.287 [Epoch 35][Batch 699], Speed: 205.210 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.287 [Epoch 35][Batch 709], Speed: 212.846 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.287 [Epoch 35][Batch 719], Speed: 211.713 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.287 [Epoch 35][Batch 729], Speed: 201.917 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.287 [Epoch 35][Batch 739], Speed: 213.980 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.287 [Epoch 35][Batch 749], Speed: 196.125 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.286 [Epoch 35][Batch 759], Speed: 202.340 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.286 [Epoch 35][Batch 769], Speed: 204.512 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.286 [Epoch 35][Batch 779], Speed: 211.451 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.286 [Epoch 35][Batch 789], Speed: 205.935 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.286 [Epoch 35][Batch 799], Speed: 214.950 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.286 [Epoch 35][Batch 809], Speed: 212.348 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.285 [Epoch 35][Batch 819], Speed: 213.948 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.285 [Epoch 35][Batch 829], Speed: 206.403 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.285 [Epoch 35][Batch 839], Speed: 213.012 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.285 [Epoch 35][Batch 849], Speed: 211.136 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.285 [Epoch 35][Batch 859], Speed: 210.200 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.285 [Epoch 35][Batch 869], Speed: 214.712 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.284 [Epoch 35][Batch 879], Speed: 200.285 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.284 [Epoch 35][Batch 889], Speed: 215.163 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.284 [Epoch 35][Batch 899], Speed: 216.386 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.284 [Epoch 35][Batch 909], Speed: 222.802 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.284 [Epoch 35] Training cost: 585.418, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.284 [Epoch 36][Batch 9], Speed: 126.748 samples/sec, LR=0.0005, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.284 [Epoch 36][Batch 19], Speed: 193.966 samples/sec, LR=0.0005, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.283 [Epoch 36][Batch 29], Speed: 208.444 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.234, HeatmapFocal=2.283 [Epoch 36][Batch 39], Speed: 192.959 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.283 [Epoch 36][Batch 49], Speed: 202.488 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.283 [Epoch 36][Batch 59], Speed: 211.152 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.283 [Epoch 36][Batch 69], Speed: 213.574 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.283 [Epoch 36][Batch 79], Speed: 223.684 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.282 [Epoch 36][Batch 89], Speed: 207.839 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.282 [Epoch 36][Batch 99], Speed: 211.647 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.282 [Epoch 36][Batch 109], Speed: 208.219 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.282 [Epoch 36][Batch 119], Speed: 222.456 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.282 [Epoch 36][Batch 129], Speed: 197.702 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.282 [Epoch 36][Batch 139], Speed: 213.692 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.281 [Epoch 36][Batch 149], Speed: 222.236 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.281 [Epoch 36][Batch 159], Speed: 200.184 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.281 [Epoch 36][Batch 169], Speed: 193.255 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.281 [Epoch 36][Batch 179], Speed: 192.165 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.281 [Epoch 36][Batch 189], Speed: 203.482 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.280 [Epoch 36][Batch 199], Speed: 219.384 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.280 [Epoch 36][Batch 209], Speed: 203.181 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.280 [Epoch 36][Batch 219], Speed: 220.634 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.280 [Epoch 36][Batch 229], Speed: 204.084 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.280 [Epoch 36][Batch 239], Speed: 209.998 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.280 [Epoch 36][Batch 249], Speed: 211.630 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.279 [Epoch 36][Batch 259], Speed: 216.991 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.279 [Epoch 36][Batch 269], Speed: 201.483 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.279 [Epoch 36][Batch 279], Speed: 202.532 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.235, HeatmapFocal=2.279 [Epoch 36][Batch 289], Speed: 201.963 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.279 [Epoch 36][Batch 299], Speed: 213.653 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.279 [Epoch 36][Batch 309], Speed: 212.686 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.278 [Epoch 36][Batch 319], Speed: 208.054 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.278 [Epoch 36][Batch 329], Speed: 201.026 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.278 [Epoch 36][Batch 339], Speed: 204.937 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.278 [Epoch 36][Batch 349], Speed: 201.322 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.278 [Epoch 36][Batch 359], Speed: 199.915 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.278 [Epoch 36][Batch 369], Speed: 199.434 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 379], Speed: 202.585 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 389], Speed: 199.575 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 399], Speed: 198.412 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 409], Speed: 207.070 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 419], Speed: 223.267 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 429], Speed: 192.226 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.277 [Epoch 36][Batch 439], Speed: 195.975 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.276 [Epoch 36][Batch 449], Speed: 189.213 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.234, HeatmapFocal=2.276 [Epoch 36][Batch 459], Speed: 210.131 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.276 [Epoch 36][Batch 469], Speed: 199.709 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.276 [Epoch 36][Batch 479], Speed: 220.171 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.276 [Epoch 36][Batch 489], Speed: 220.226 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.276 [Epoch 36][Batch 499], Speed: 208.684 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.275 [Epoch 36][Batch 509], Speed: 189.515 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.275 [Epoch 36][Batch 519], Speed: 214.520 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.275 [Epoch 36][Batch 529], Speed: 212.806 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.275 [Epoch 36][Batch 539], Speed: 223.973 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.275 [Epoch 36][Batch 549], Speed: 194.236 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.275 [Epoch 36][Batch 559], Speed: 194.203 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.274 [Epoch 36][Batch 569], Speed: 210.730 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.274 [Epoch 36][Batch 579], Speed: 217.447 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.274 [Epoch 36][Batch 589], Speed: 197.727 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.274 [Epoch 36][Batch 599], Speed: 219.699 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.274 [Epoch 36][Batch 609], Speed: 220.822 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.274 [Epoch 36][Batch 619], Speed: 205.139 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.273 [Epoch 36][Batch 629], Speed: 201.069 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.273 [Epoch 36][Batch 639], Speed: 190.861 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.273 [Epoch 36][Batch 649], Speed: 205.600 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.273 [Epoch 36][Batch 659], Speed: 212.612 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.273 [Epoch 36][Batch 669], Speed: 215.613 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.273 [Epoch 36][Batch 679], Speed: 205.707 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.272 [Epoch 36][Batch 689], Speed: 199.130 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.272 [Epoch 36][Batch 699], Speed: 195.316 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.272 [Epoch 36][Batch 709], Speed: 209.508 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.272 [Epoch 36][Batch 719], Speed: 219.705 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.272 [Epoch 36][Batch 729], Speed: 195.432 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.272 [Epoch 36][Batch 739], Speed: 205.920 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 749], Speed: 208.129 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 759], Speed: 190.871 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 769], Speed: 203.474 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 779], Speed: 205.833 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 789], Speed: 194.814 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 799], Speed: 198.728 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.271 [Epoch 36][Batch 809], Speed: 205.739 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.270 [Epoch 36][Batch 819], Speed: 224.785 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.270 [Epoch 36][Batch 829], Speed: 224.802 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.270 [Epoch 36][Batch 839], Speed: 208.844 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.270 [Epoch 36][Batch 849], Speed: 217.701 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.270 [Epoch 36][Batch 859], Speed: 213.801 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.270 [Epoch 36][Batch 869], Speed: 220.411 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.269 [Epoch 36][Batch 879], Speed: 204.707 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.269 [Epoch 36][Batch 889], Speed: 214.168 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.269 [Epoch 36][Batch 899], Speed: 213.416 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.269 [Epoch 36][Batch 909], Speed: 216.812 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.269 [Epoch 36] Training cost: 583.557, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.269 [Epoch 37][Batch 9], Speed: 126.592 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.269 [Epoch 37][Batch 19], Speed: 196.641 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.268 [Epoch 37][Batch 29], Speed: 220.845 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.268 [Epoch 37][Batch 39], Speed: 211.747 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.268 [Epoch 37][Batch 49], Speed: 205.127 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.235, HeatmapFocal=2.268 [Epoch 37][Batch 59], Speed: 196.564 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.235, HeatmapFocal=2.268 [Epoch 37][Batch 69], Speed: 208.386 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.268 [Epoch 37][Batch 79], Speed: 215.589 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.267 [Epoch 37][Batch 89], Speed: 191.693 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.267 [Epoch 37][Batch 99], Speed: 212.603 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.267 [Epoch 37][Batch 109], Speed: 186.081 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.235, HeatmapFocal=2.267 [Epoch 37][Batch 119], Speed: 200.240 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.235, HeatmapFocal=2.267 [Epoch 37][Batch 129], Speed: 192.141 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.267 [Epoch 37][Batch 139], Speed: 200.096 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.266 [Epoch 37][Batch 149], Speed: 204.181 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.266 [Epoch 37][Batch 159], Speed: 201.259 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.266 [Epoch 37][Batch 169], Speed: 207.775 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.266 [Epoch 37][Batch 179], Speed: 227.195 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.266 [Epoch 37][Batch 189], Speed: 195.396 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.266 [Epoch 37][Batch 199], Speed: 198.237 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.265 [Epoch 37][Batch 209], Speed: 192.249 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.265 [Epoch 37][Batch 219], Speed: 222.044 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.265 [Epoch 37][Batch 229], Speed: 189.324 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.265 [Epoch 37][Batch 239], Speed: 199.083 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.265 [Epoch 37][Batch 249], Speed: 229.701 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.265 [Epoch 37][Batch 259], Speed: 211.894 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 269], Speed: 206.533 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 279], Speed: 202.918 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 289], Speed: 216.271 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 299], Speed: 229.233 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 309], Speed: 201.986 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 319], Speed: 200.244 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.264 [Epoch 37][Batch 329], Speed: 215.872 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.263 [Epoch 37][Batch 339], Speed: 219.104 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.263 [Epoch 37][Batch 349], Speed: 202.279 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.263 [Epoch 37][Batch 359], Speed: 198.275 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.263 [Epoch 37][Batch 369], Speed: 206.568 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.263 [Epoch 37][Batch 379], Speed: 217.374 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.263 [Epoch 37][Batch 389], Speed: 203.877 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.262 [Epoch 37][Batch 399], Speed: 217.370 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.262 [Epoch 37][Batch 409], Speed: 193.475 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.262 [Epoch 37][Batch 419], Speed: 196.306 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.262 [Epoch 37][Batch 429], Speed: 195.396 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.262 [Epoch 37][Batch 439], Speed: 207.411 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.262 [Epoch 37][Batch 449], Speed: 202.417 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.261 [Epoch 37][Batch 459], Speed: 218.755 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.261 [Epoch 37][Batch 469], Speed: 197.066 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.261 [Epoch 37][Batch 479], Speed: 217.120 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.261 [Epoch 37][Batch 489], Speed: 209.729 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.261 [Epoch 37][Batch 499], Speed: 203.502 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.261 [Epoch 37][Batch 509], Speed: 230.639 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 519], Speed: 205.669 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 529], Speed: 195.676 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 539], Speed: 211.924 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 549], Speed: 225.466 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 559], Speed: 203.307 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 569], Speed: 228.404 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.260 [Epoch 37][Batch 579], Speed: 191.882 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.259 [Epoch 37][Batch 589], Speed: 202.281 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.259 [Epoch 37][Batch 599], Speed: 226.541 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.259 [Epoch 37][Batch 609], Speed: 195.017 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.259 [Epoch 37][Batch 619], Speed: 200.613 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.259 [Epoch 37][Batch 629], Speed: 228.401 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.259 [Epoch 37][Batch 639], Speed: 201.423 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 649], Speed: 205.777 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 659], Speed: 213.469 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 669], Speed: 197.737 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 679], Speed: 207.117 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 689], Speed: 213.923 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 699], Speed: 208.182 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.258 [Epoch 37][Batch 709], Speed: 214.507 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 719], Speed: 207.659 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 729], Speed: 229.659 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 739], Speed: 203.419 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 749], Speed: 232.052 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 759], Speed: 197.797 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 769], Speed: 193.334 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.257 [Epoch 37][Batch 779], Speed: 206.932 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.256 [Epoch 37][Batch 789], Speed: 189.168 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.256 [Epoch 37][Batch 799], Speed: 199.908 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.256 [Epoch 37][Batch 809], Speed: 222.528 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.256 [Epoch 37][Batch 819], Speed: 203.840 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.256 [Epoch 37][Batch 829], Speed: 225.100 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.256 [Epoch 37][Batch 839], Speed: 215.030 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 849], Speed: 209.771 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 859], Speed: 205.450 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 869], Speed: 238.534 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 879], Speed: 200.426 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 889], Speed: 223.239 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 899], Speed: 234.926 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.255 [Epoch 37][Batch 909], Speed: 226.116 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.254 [Epoch 37] Training cost: 593.496, WHL1=0.328, CenterRegL1=0.235, HeatmapFocal=2.254 [Epoch 38][Batch 9], Speed: 135.304 samples/sec, LR=0.0005, WHL1=0.346, CenterRegL1=0.238, HeatmapFocal=2.254 [Epoch 38][Batch 19], Speed: 176.458 samples/sec, LR=0.0005, WHL1=0.333, CenterRegL1=0.235, HeatmapFocal=2.254 [Epoch 38][Batch 29], Speed: 208.787 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.254 [Epoch 38][Batch 39], Speed: 207.911 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.235, HeatmapFocal=2.254 [Epoch 38][Batch 49], Speed: 210.318 samples/sec, LR=0.0005, WHL1=0.334, CenterRegL1=0.234, HeatmapFocal=2.253 [Epoch 38][Batch 59], Speed: 217.992 samples/sec, LR=0.0005, WHL1=0.332, CenterRegL1=0.234, HeatmapFocal=2.253 [Epoch 38][Batch 69], Speed: 211.459 samples/sec, LR=0.0005, WHL1=0.331, CenterRegL1=0.235, HeatmapFocal=2.253 [Epoch 38][Batch 79], Speed: 206.176 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.253 [Epoch 38][Batch 89], Speed: 219.553 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.253 [Epoch 38][Batch 99], Speed: 214.264 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.253 [Epoch 38][Batch 109], Speed: 207.167 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.253 [Epoch 38][Batch 119], Speed: 200.820 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.235, HeatmapFocal=2.252 [Epoch 38][Batch 129], Speed: 205.331 samples/sec, LR=0.0005, WHL1=0.330, CenterRegL1=0.234, HeatmapFocal=2.252 [Epoch 38][Batch 139], Speed: 210.860 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.252 [Epoch 38][Batch 149], Speed: 230.009 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.252 [Epoch 38][Batch 159], Speed: 207.571 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.252 [Epoch 38][Batch 169], Speed: 189.903 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.252 [Epoch 38][Batch 179], Speed: 218.449 samples/sec, LR=0.0005, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 189], Speed: 204.924 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 199], Speed: 205.784 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 209], Speed: 206.353 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 219], Speed: 197.639 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 229], Speed: 192.459 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 239], Speed: 194.740 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.251 [Epoch 38][Batch 249], Speed: 190.307 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.250 [Epoch 38][Batch 259], Speed: 204.980 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.250 [Epoch 38][Batch 269], Speed: 204.205 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.250 [Epoch 38][Batch 279], Speed: 219.744 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.250 [Epoch 38][Batch 289], Speed: 189.272 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.250 [Epoch 38][Batch 299], Speed: 197.367 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.250 [Epoch 38][Batch 309], Speed: 208.823 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 319], Speed: 210.927 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 329], Speed: 226.198 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 339], Speed: 196.081 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 349], Speed: 199.906 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 359], Speed: 179.924 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 369], Speed: 211.693 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.249 [Epoch 38][Batch 379], Speed: 215.969 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.248 [Epoch 38][Batch 389], Speed: 214.419 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.248 [Epoch 38][Batch 399], Speed: 189.889 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.248 [Epoch 38][Batch 409], Speed: 205.296 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.248 [Epoch 38][Batch 419], Speed: 203.127 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.248 [Epoch 38][Batch 429], Speed: 195.046 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.248 [Epoch 38][Batch 439], Speed: 197.334 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 449], Speed: 220.843 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 459], Speed: 218.825 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 469], Speed: 209.084 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 479], Speed: 193.262 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 489], Speed: 215.204 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 499], Speed: 206.728 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.247 [Epoch 38][Batch 509], Speed: 210.917 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 519], Speed: 218.571 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 529], Speed: 206.832 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 539], Speed: 195.207 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 549], Speed: 200.327 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 559], Speed: 219.323 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 569], Speed: 209.380 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.246 [Epoch 38][Batch 579], Speed: 224.216 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 589], Speed: 192.571 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 599], Speed: 204.045 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 609], Speed: 190.547 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 619], Speed: 198.205 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 629], Speed: 205.720 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 639], Speed: 204.692 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.245 [Epoch 38][Batch 649], Speed: 204.355 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.244 [Epoch 38][Batch 659], Speed: 210.136 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.244 [Epoch 38][Batch 669], Speed: 209.419 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.244 [Epoch 38][Batch 679], Speed: 223.598 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.244 [Epoch 38][Batch 689], Speed: 214.697 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.244 [Epoch 38][Batch 699], Speed: 194.867 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.244 [Epoch 38][Batch 709], Speed: 203.286 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 719], Speed: 188.622 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 729], Speed: 190.471 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 739], Speed: 213.088 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 749], Speed: 218.693 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 759], Speed: 198.908 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 769], Speed: 204.368 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.243 [Epoch 38][Batch 779], Speed: 209.737 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 789], Speed: 220.891 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 799], Speed: 219.149 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 809], Speed: 204.124 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 819], Speed: 219.049 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 829], Speed: 222.294 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 839], Speed: 214.361 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.242 [Epoch 38][Batch 849], Speed: 208.463 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38][Batch 859], Speed: 232.593 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38][Batch 869], Speed: 203.773 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38][Batch 879], Speed: 205.518 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38][Batch 889], Speed: 197.469 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38][Batch 899], Speed: 209.907 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38][Batch 909], Speed: 200.152 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.241 [Epoch 38] Training cost: 583.024, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.240 [Epoch 39][Batch 9], Speed: 121.210 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.240 [Epoch 39][Batch 19], Speed: 203.632 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.235, HeatmapFocal=2.240 [Epoch 39][Batch 29], Speed: 193.395 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.235, HeatmapFocal=2.240 [Epoch 39][Batch 39], Speed: 198.736 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.235, HeatmapFocal=2.240 [Epoch 39][Batch 49], Speed: 207.678 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.235, HeatmapFocal=2.240 [Epoch 39][Batch 59], Speed: 219.145 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.235, HeatmapFocal=2.240 [Epoch 39][Batch 69], Speed: 195.055 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.235, HeatmapFocal=2.239 [Epoch 39][Batch 79], Speed: 196.219 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.239 [Epoch 39][Batch 89], Speed: 209.222 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.235, HeatmapFocal=2.239 [Epoch 39][Batch 99], Speed: 197.612 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.239 [Epoch 39][Batch 109], Speed: 209.272 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.235, HeatmapFocal=2.239 [Epoch 39][Batch 119], Speed: 191.570 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.239 [Epoch 39][Batch 129], Speed: 195.286 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.239 [Epoch 39][Batch 139], Speed: 211.616 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.238 [Epoch 39][Batch 149], Speed: 212.266 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.238 [Epoch 39][Batch 159], Speed: 199.182 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.238 [Epoch 39][Batch 169], Speed: 201.776 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.238 [Epoch 39][Batch 179], Speed: 221.185 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.238 [Epoch 39][Batch 189], Speed: 185.918 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.238 [Epoch 39][Batch 199], Speed: 215.130 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 209], Speed: 216.879 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 219], Speed: 204.103 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 229], Speed: 190.402 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 239], Speed: 208.524 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 249], Speed: 206.702 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 259], Speed: 208.645 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.237 [Epoch 39][Batch 269], Speed: 220.086 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 279], Speed: 194.256 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 289], Speed: 199.546 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 299], Speed: 206.465 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 309], Speed: 195.909 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 319], Speed: 195.858 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 329], Speed: 216.761 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.236 [Epoch 39][Batch 339], Speed: 195.208 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 349], Speed: 215.744 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 359], Speed: 211.283 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 369], Speed: 201.347 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 379], Speed: 218.080 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 389], Speed: 213.539 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 399], Speed: 201.277 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.235 [Epoch 39][Batch 409], Speed: 193.206 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 419], Speed: 212.133 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 429], Speed: 198.927 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 439], Speed: 223.755 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 449], Speed: 212.520 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 459], Speed: 197.813 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 469], Speed: 196.374 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.234 [Epoch 39][Batch 479], Speed: 195.237 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 489], Speed: 200.124 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 499], Speed: 220.818 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 509], Speed: 207.103 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 519], Speed: 211.129 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 529], Speed: 200.814 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 539], Speed: 191.542 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.233 [Epoch 39][Batch 549], Speed: 211.665 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 559], Speed: 215.344 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 569], Speed: 218.508 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 579], Speed: 202.505 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 589], Speed: 213.511 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 599], Speed: 195.052 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 609], Speed: 189.283 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.232 [Epoch 39][Batch 619], Speed: 205.540 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 629], Speed: 204.442 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 639], Speed: 193.222 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 649], Speed: 191.451 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 659], Speed: 206.733 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 669], Speed: 198.574 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 679], Speed: 216.384 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.231 [Epoch 39][Batch 689], Speed: 215.677 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 699], Speed: 204.757 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 709], Speed: 197.681 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 719], Speed: 213.087 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 729], Speed: 194.982 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 739], Speed: 209.222 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 749], Speed: 213.520 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.230 [Epoch 39][Batch 759], Speed: 202.158 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 769], Speed: 203.018 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 779], Speed: 199.219 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 789], Speed: 199.101 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 799], Speed: 200.888 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 809], Speed: 207.912 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 819], Speed: 206.518 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.229 [Epoch 39][Batch 829], Speed: 211.300 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 839], Speed: 210.193 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 849], Speed: 217.039 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 859], Speed: 218.255 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 869], Speed: 209.429 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 879], Speed: 208.412 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 889], Speed: 214.132 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.228 [Epoch 39][Batch 899], Speed: 206.919 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.227 [Epoch 39][Batch 909], Speed: 203.278 samples/sec, LR=0.0005, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.227 [Epoch 39] Training cost: 587.235, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.227 [Epoch 40][Batch 9], Speed: 103.008 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.227 [Epoch 40][Batch 19], Speed: 197.441 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.227 [Epoch 40][Batch 29], Speed: 192.499 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.227 [Epoch 40][Batch 39], Speed: 193.147 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.233, HeatmapFocal=2.227 [Epoch 40][Batch 49], Speed: 205.964 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.233, HeatmapFocal=2.227 [Epoch 40][Batch 59], Speed: 205.350 samples/sec, LR=0.0005, WHL1=0.327, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 69], Speed: 201.790 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 79], Speed: 203.989 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 89], Speed: 211.345 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 99], Speed: 233.861 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 109], Speed: 191.200 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 119], Speed: 196.270 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.233, HeatmapFocal=2.226 [Epoch 40][Batch 129], Speed: 216.666 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 139], Speed: 222.608 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 149], Speed: 203.698 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 159], Speed: 204.774 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 169], Speed: 201.664 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 179], Speed: 201.627 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 189], Speed: 211.736 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.225 [Epoch 40][Batch 199], Speed: 200.327 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 209], Speed: 204.695 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 219], Speed: 200.827 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 229], Speed: 198.920 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 239], Speed: 204.600 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 249], Speed: 195.537 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 259], Speed: 202.685 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.224 [Epoch 40][Batch 269], Speed: 198.965 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 279], Speed: 201.917 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 289], Speed: 190.156 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 299], Speed: 223.169 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 309], Speed: 185.275 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 319], Speed: 210.974 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 329], Speed: 212.447 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.223 [Epoch 40][Batch 339], Speed: 203.471 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 349], Speed: 199.952 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 359], Speed: 216.887 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 369], Speed: 198.369 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 379], Speed: 216.517 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 389], Speed: 204.537 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 399], Speed: 207.554 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.222 [Epoch 40][Batch 409], Speed: 196.658 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 419], Speed: 205.352 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 429], Speed: 194.078 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 439], Speed: 210.264 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 449], Speed: 203.664 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 459], Speed: 195.585 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 469], Speed: 192.982 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.221 [Epoch 40][Batch 479], Speed: 228.013 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 489], Speed: 203.827 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 499], Speed: 203.693 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 509], Speed: 213.640 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 519], Speed: 198.117 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 529], Speed: 203.286 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 539], Speed: 209.098 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 549], Speed: 214.232 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.220 [Epoch 40][Batch 559], Speed: 205.989 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 569], Speed: 199.395 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 579], Speed: 200.357 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 589], Speed: 205.102 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 599], Speed: 223.696 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 609], Speed: 189.780 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 619], Speed: 199.322 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.219 [Epoch 40][Batch 629], Speed: 199.858 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 639], Speed: 210.872 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 649], Speed: 207.554 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 659], Speed: 213.962 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 669], Speed: 192.157 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 679], Speed: 205.025 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 689], Speed: 200.066 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.218 [Epoch 40][Batch 699], Speed: 209.047 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 709], Speed: 202.384 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 719], Speed: 219.795 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 729], Speed: 183.725 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 739], Speed: 218.019 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 749], Speed: 201.678 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 759], Speed: 205.340 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.217 [Epoch 40][Batch 769], Speed: 191.508 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 779], Speed: 215.699 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 789], Speed: 184.738 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 799], Speed: 218.036 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 809], Speed: 203.065 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 819], Speed: 207.108 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 829], Speed: 198.533 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 839], Speed: 211.195 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.216 [Epoch 40][Batch 849], Speed: 208.090 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40][Batch 859], Speed: 237.501 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40][Batch 869], Speed: 200.598 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40][Batch 879], Speed: 195.250 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40][Batch 889], Speed: 206.553 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40][Batch 899], Speed: 234.408 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40][Batch 909], Speed: 212.938 samples/sec, LR=0.0005, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40] Training cost: 586.305, WHL1=0.326, CenterRegL1=0.234, HeatmapFocal=2.215 [Epoch 40] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.218 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.222 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.059 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.221 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.330 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.098 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.569 person=34.6 bicycle=12.3 car=18.8 motorcycle=21.4 airplane=43.3 bus=44.4 train=45.9 truck=16.3 boat=8.7 traffic light=8.6 fire hydrant=45.4 stop sign=44.1 parking meter=28.2 bench=10.3 bird=15.4 cat=46.1 dog=37.7 horse=35.7 sheep=28.7 cow=31.2 elephant=47.4 bear=57.5 zebra=49.6 giraffe=51.8 backpack=3.4 umbrella=18.8 handbag=2.3 tie=12.2 suitcase=13.6 frisbee=28.5 skis=6.9 snowboard=13.5 sports ball=15.7 kite=16.9 baseball bat=10.0 baseball glove=16.2 skateboard=25.1 surfboard=14.8 tennis racket=21.0 bottle=13.6 wine glass=14.2 cup=18.7 fork=7.1 knife=1.6 spoon=1.4 bowl=18.6 banana=10.7 apple=6.2 sandwich=22.5 orange=19.2 broccoli=11.0 carrot=6.4 hot dog=14.2 pizza=32.0 donut=23.5 cake=18.0 chair=12.7 couch=30.2 potted plant=12.7 bed=28.5 dining table=16.9 toilet=43.3 tv=37.9 laptop=35.1 mouse=32.6 remote=5.6 keyboard=26.5 cell phone=15.2 microwave=33.3 oven=21.0 toaster=16.1 sink=16.4 refrigerator=31.6 book=2.2 clock=28.6 vase=16.7 scissors=9.7 teddy bear=25.2 hair drier=0.0 toothbrush=1.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =21.8 [Epoch 41][Batch 9], Speed: 113.908 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 19], Speed: 207.452 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 29], Speed: 207.785 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 39], Speed: 194.550 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 49], Speed: 208.734 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 59], Speed: 222.481 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 69], Speed: 202.830 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.214 [Epoch 41][Batch 79], Speed: 216.691 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 89], Speed: 210.261 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 99], Speed: 205.675 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 109], Speed: 204.666 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 119], Speed: 204.514 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 129], Speed: 204.315 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 139], Speed: 198.301 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.213 [Epoch 41][Batch 149], Speed: 232.388 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 159], Speed: 208.618 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 169], Speed: 195.410 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 179], Speed: 200.331 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 189], Speed: 202.413 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 199], Speed: 218.724 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 209], Speed: 223.227 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 219], Speed: 188.868 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.212 [Epoch 41][Batch 229], Speed: 197.057 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 239], Speed: 206.429 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 249], Speed: 210.610 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 259], Speed: 218.640 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 269], Speed: 221.049 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 279], Speed: 203.466 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 289], Speed: 199.008 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.211 [Epoch 41][Batch 299], Speed: 196.073 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 309], Speed: 183.371 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 319], Speed: 203.233 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 329], Speed: 224.464 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 339], Speed: 206.239 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 349], Speed: 211.785 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 359], Speed: 193.457 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 369], Speed: 213.561 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.210 [Epoch 41][Batch 379], Speed: 225.073 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 389], Speed: 204.976 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 399], Speed: 207.202 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 409], Speed: 195.224 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 419], Speed: 210.944 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 429], Speed: 218.863 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 439], Speed: 207.965 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.209 [Epoch 41][Batch 449], Speed: 208.915 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 459], Speed: 203.259 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 469], Speed: 209.462 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 479], Speed: 198.367 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 489], Speed: 192.615 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 499], Speed: 218.546 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 509], Speed: 207.573 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 519], Speed: 204.435 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.208 [Epoch 41][Batch 529], Speed: 200.770 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 539], Speed: 195.732 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 549], Speed: 207.414 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 559], Speed: 210.865 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 569], Speed: 217.667 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 579], Speed: 199.065 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 589], Speed: 207.850 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.207 [Epoch 41][Batch 599], Speed: 205.217 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 609], Speed: 203.463 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 619], Speed: 227.355 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 629], Speed: 218.412 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 639], Speed: 202.678 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 649], Speed: 193.061 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 659], Speed: 192.313 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 669], Speed: 214.682 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.206 [Epoch 41][Batch 679], Speed: 213.422 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 689], Speed: 195.241 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 699], Speed: 205.003 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 709], Speed: 210.265 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 719], Speed: 184.487 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 729], Speed: 197.417 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 739], Speed: 213.347 samples/sec, LR=0.0005, WHL1=0.324, CenterRegL1=0.234, HeatmapFocal=2.205 [Epoch 41][Batch 749], Speed: 217.824 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 759], Speed: 192.682 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 769], Speed: 194.425 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 779], Speed: 202.897 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 789], Speed: 197.058 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 799], Speed: 218.717 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 809], Speed: 228.621 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 819], Speed: 207.089 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.204 [Epoch 41][Batch 829], Speed: 209.347 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 839], Speed: 209.644 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 849], Speed: 196.248 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 859], Speed: 201.049 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 869], Speed: 204.221 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 879], Speed: 203.651 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 889], Speed: 210.904 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 899], Speed: 228.377 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.203 [Epoch 41][Batch 909], Speed: 206.151 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 41] Training cost: 583.820, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 9], Speed: 126.703 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 19], Speed: 215.336 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 29], Speed: 205.845 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 39], Speed: 204.006 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 49], Speed: 208.162 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 59], Speed: 222.386 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.202 [Epoch 42][Batch 69], Speed: 189.921 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 79], Speed: 206.834 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 89], Speed: 208.185 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 99], Speed: 208.976 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 109], Speed: 206.881 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 119], Speed: 190.486 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 129], Speed: 202.032 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.201 [Epoch 42][Batch 139], Speed: 207.478 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 149], Speed: 200.232 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 159], Speed: 205.030 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 169], Speed: 200.160 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 179], Speed: 201.440 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 189], Speed: 228.591 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 199], Speed: 203.946 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 209], Speed: 200.915 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.200 [Epoch 42][Batch 219], Speed: 192.576 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 229], Speed: 201.316 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 239], Speed: 209.384 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 249], Speed: 202.544 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 259], Speed: 201.419 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 269], Speed: 204.866 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 279], Speed: 191.520 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 289], Speed: 190.893 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.199 [Epoch 42][Batch 299], Speed: 212.941 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 309], Speed: 189.768 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 319], Speed: 215.845 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 329], Speed: 197.920 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 339], Speed: 198.555 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 349], Speed: 193.119 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 359], Speed: 211.080 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 369], Speed: 197.242 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.198 [Epoch 42][Batch 379], Speed: 199.906 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 389], Speed: 210.244 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 399], Speed: 206.722 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 409], Speed: 207.215 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 419], Speed: 210.733 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 429], Speed: 200.220 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 439], Speed: 202.085 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.197 [Epoch 42][Batch 449], Speed: 197.142 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 459], Speed: 203.571 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 469], Speed: 214.486 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 479], Speed: 206.136 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 489], Speed: 199.066 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 499], Speed: 205.672 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 509], Speed: 211.005 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 519], Speed: 205.139 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.196 [Epoch 42][Batch 529], Speed: 197.066 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 539], Speed: 214.350 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 549], Speed: 190.524 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 559], Speed: 200.731 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 569], Speed: 201.831 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 579], Speed: 196.899 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 589], Speed: 207.443 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 599], Speed: 226.139 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.195 [Epoch 42][Batch 609], Speed: 202.881 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 619], Speed: 198.360 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 629], Speed: 213.797 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 639], Speed: 198.271 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 649], Speed: 207.334 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 659], Speed: 227.144 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 669], Speed: 207.266 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 679], Speed: 201.723 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.194 [Epoch 42][Batch 689], Speed: 209.404 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 699], Speed: 195.135 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 709], Speed: 190.315 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 719], Speed: 210.143 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 729], Speed: 201.905 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 739], Speed: 221.079 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 749], Speed: 208.795 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 759], Speed: 186.475 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.193 [Epoch 42][Batch 769], Speed: 191.478 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 779], Speed: 230.348 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 789], Speed: 213.412 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 799], Speed: 204.558 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 809], Speed: 211.805 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 819], Speed: 204.264 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 829], Speed: 228.127 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 839], Speed: 238.451 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.192 [Epoch 42][Batch 849], Speed: 209.177 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42][Batch 859], Speed: 210.116 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42][Batch 869], Speed: 222.216 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42][Batch 879], Speed: 216.078 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42][Batch 889], Speed: 201.065 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42][Batch 899], Speed: 239.559 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42][Batch 909], Speed: 217.194 samples/sec, LR=0.0005, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 42] Training cost: 592.238, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.191 [Epoch 43][Batch 9], Speed: 123.849 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.236, HeatmapFocal=2.190 [Epoch 43][Batch 19], Speed: 205.155 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 29], Speed: 202.286 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 39], Speed: 201.785 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 49], Speed: 211.195 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 59], Speed: 221.944 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 69], Speed: 209.639 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 79], Speed: 198.243 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.234, HeatmapFocal=2.190 [Epoch 43][Batch 89], Speed: 213.103 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 99], Speed: 198.990 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 109], Speed: 202.086 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 119], Speed: 203.761 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 129], Speed: 193.655 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 139], Speed: 209.083 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 149], Speed: 209.139 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 159], Speed: 185.823 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.189 [Epoch 43][Batch 169], Speed: 206.404 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 179], Speed: 210.015 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 189], Speed: 208.414 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 199], Speed: 210.431 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 209], Speed: 217.033 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 219], Speed: 203.469 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 229], Speed: 193.431 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 239], Speed: 192.724 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.188 [Epoch 43][Batch 249], Speed: 191.246 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 259], Speed: 203.070 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 269], Speed: 195.765 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 279], Speed: 183.029 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 289], Speed: 197.943 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 299], Speed: 197.313 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 309], Speed: 191.123 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 319], Speed: 206.301 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.187 [Epoch 43][Batch 329], Speed: 208.945 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 339], Speed: 188.991 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 349], Speed: 192.745 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 359], Speed: 200.987 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 369], Speed: 199.480 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 379], Speed: 200.921 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 389], Speed: 206.090 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 399], Speed: 202.903 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.186 [Epoch 43][Batch 409], Speed: 199.645 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 419], Speed: 206.731 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 429], Speed: 197.039 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 439], Speed: 197.182 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 449], Speed: 204.164 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 459], Speed: 185.636 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 469], Speed: 203.784 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 479], Speed: 193.133 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.185 [Epoch 43][Batch 489], Speed: 204.643 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.184 [Epoch 43][Batch 499], Speed: 191.260 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.184 [Epoch 43][Batch 509], Speed: 211.234 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.184 [Epoch 43][Batch 519], Speed: 191.641 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.184 [Epoch 43][Batch 529], Speed: 215.146 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.184 [Epoch 43][Batch 539], Speed: 199.234 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.184 [Epoch 43][Batch 549], Speed: 207.228 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.184 [Epoch 43][Batch 559], Speed: 199.502 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.184 [Epoch 43][Batch 569], Speed: 194.758 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.183 [Epoch 43][Batch 579], Speed: 196.855 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.183 [Epoch 43][Batch 589], Speed: 196.972 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.183 [Epoch 43][Batch 599], Speed: 208.786 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.183 [Epoch 43][Batch 609], Speed: 202.718 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.183 [Epoch 43][Batch 619], Speed: 199.442 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.183 [Epoch 43][Batch 629], Speed: 201.630 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.183 [Epoch 43][Batch 639], Speed: 194.564 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.183 [Epoch 43][Batch 649], Speed: 196.342 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 659], Speed: 198.316 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 669], Speed: 192.103 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 679], Speed: 197.947 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 689], Speed: 198.223 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 699], Speed: 195.034 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 709], Speed: 212.646 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 719], Speed: 209.700 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 729], Speed: 199.084 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.182 [Epoch 43][Batch 739], Speed: 195.706 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 749], Speed: 203.865 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 759], Speed: 198.043 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 769], Speed: 196.172 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 779], Speed: 215.357 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 789], Speed: 209.387 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 799], Speed: 211.819 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 809], Speed: 202.190 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.181 [Epoch 43][Batch 819], Speed: 203.120 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 829], Speed: 208.376 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 839], Speed: 219.136 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 849], Speed: 210.691 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 859], Speed: 204.022 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 869], Speed: 197.775 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 879], Speed: 215.226 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 889], Speed: 213.815 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.180 [Epoch 43][Batch 899], Speed: 209.401 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.179 [Epoch 43][Batch 909], Speed: 227.550 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.179 [Epoch 43] Training cost: 594.899, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.179 [Epoch 44][Batch 9], Speed: 135.778 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.179 [Epoch 44][Batch 19], Speed: 180.699 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.179 [Epoch 44][Batch 29], Speed: 207.212 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.179 [Epoch 44][Batch 39], Speed: 195.515 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.179 [Epoch 44][Batch 49], Speed: 211.060 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.179 [Epoch 44][Batch 59], Speed: 224.736 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.179 [Epoch 44][Batch 69], Speed: 204.417 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.178 [Epoch 44][Batch 79], Speed: 208.066 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.178 [Epoch 44][Batch 89], Speed: 209.025 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.178 [Epoch 44][Batch 99], Speed: 195.682 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.178 [Epoch 44][Batch 109], Speed: 205.452 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.178 [Epoch 44][Batch 119], Speed: 207.412 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.178 [Epoch 44][Batch 129], Speed: 206.390 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.178 [Epoch 44][Batch 139], Speed: 200.008 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.178 [Epoch 44][Batch 149], Speed: 198.371 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 159], Speed: 206.361 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 169], Speed: 202.257 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 179], Speed: 216.237 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 189], Speed: 186.966 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 199], Speed: 214.002 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 209], Speed: 207.293 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 219], Speed: 194.141 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 229], Speed: 193.363 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.177 [Epoch 44][Batch 239], Speed: 213.791 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 249], Speed: 224.184 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 259], Speed: 192.082 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 269], Speed: 199.304 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 279], Speed: 194.712 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 289], Speed: 191.776 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 299], Speed: 220.670 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 309], Speed: 200.712 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.176 [Epoch 44][Batch 319], Speed: 194.664 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 329], Speed: 208.932 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 339], Speed: 205.029 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 349], Speed: 192.781 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 359], Speed: 215.367 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 369], Speed: 197.044 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 379], Speed: 212.381 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 389], Speed: 204.045 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.175 [Epoch 44][Batch 399], Speed: 202.949 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 409], Speed: 187.041 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 419], Speed: 229.382 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 429], Speed: 195.733 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 439], Speed: 203.528 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 449], Speed: 202.773 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 459], Speed: 208.898 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 469], Speed: 210.933 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.174 [Epoch 44][Batch 479], Speed: 222.856 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 489], Speed: 207.213 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 499], Speed: 190.438 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 509], Speed: 210.613 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 519], Speed: 202.802 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 529], Speed: 202.705 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 539], Speed: 208.262 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 549], Speed: 192.561 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 559], Speed: 184.785 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.173 [Epoch 44][Batch 569], Speed: 197.353 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 579], Speed: 191.694 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 589], Speed: 195.594 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 599], Speed: 211.864 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 609], Speed: 208.225 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 619], Speed: 203.357 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 629], Speed: 194.109 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 639], Speed: 187.543 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 649], Speed: 201.202 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.172 [Epoch 44][Batch 659], Speed: 216.179 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 669], Speed: 218.838 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 679], Speed: 211.755 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 689], Speed: 197.427 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 699], Speed: 196.319 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 709], Speed: 201.733 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 719], Speed: 206.225 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 729], Speed: 208.467 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.171 [Epoch 44][Batch 739], Speed: 215.588 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 749], Speed: 193.224 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 759], Speed: 199.163 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 769], Speed: 193.594 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 779], Speed: 218.641 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 789], Speed: 195.960 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 799], Speed: 222.372 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 809], Speed: 207.278 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 819], Speed: 208.911 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.170 [Epoch 44][Batch 829], Speed: 206.029 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 839], Speed: 216.575 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 849], Speed: 210.463 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 859], Speed: 231.473 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 869], Speed: 195.211 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 879], Speed: 204.496 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 889], Speed: 220.786 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 899], Speed: 217.400 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44][Batch 909], Speed: 207.534 samples/sec, LR=0.0005, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.169 [Epoch 44] Training cost: 597.690, WHL1=0.321, CenterRegL1=0.234, HeatmapFocal=2.168 [Epoch 45][Batch 9], Speed: 131.195 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.168 [Epoch 45][Batch 19], Speed: 218.458 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.168 [Epoch 45][Batch 29], Speed: 209.053 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.232, HeatmapFocal=2.168 [Epoch 45][Batch 39], Speed: 199.069 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.168 [Epoch 45][Batch 49], Speed: 206.801 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.168 [Epoch 45][Batch 59], Speed: 214.851 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.168 [Epoch 45][Batch 69], Speed: 215.400 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.168 [Epoch 45][Batch 79], Speed: 202.526 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 89], Speed: 193.254 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 99], Speed: 192.747 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 109], Speed: 194.083 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 119], Speed: 197.893 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 129], Speed: 210.362 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 139], Speed: 214.709 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 149], Speed: 202.082 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 159], Speed: 203.967 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.167 [Epoch 45][Batch 169], Speed: 193.459 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 179], Speed: 203.795 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 189], Speed: 199.905 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 199], Speed: 193.110 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 209], Speed: 194.553 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 219], Speed: 198.589 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 229], Speed: 206.654 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 239], Speed: 217.217 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.166 [Epoch 45][Batch 249], Speed: 211.153 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 259], Speed: 209.877 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 269], Speed: 194.601 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 279], Speed: 198.078 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 289], Speed: 193.781 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 299], Speed: 203.043 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 309], Speed: 211.694 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 319], Speed: 183.061 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.165 [Epoch 45][Batch 329], Speed: 199.125 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.165 [Epoch 45][Batch 339], Speed: 190.797 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.164 [Epoch 45][Batch 349], Speed: 189.226 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 359], Speed: 217.063 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 369], Speed: 212.805 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 379], Speed: 212.420 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 389], Speed: 194.866 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 399], Speed: 196.870 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 409], Speed: 192.982 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 419], Speed: 212.604 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.164 [Epoch 45][Batch 429], Speed: 204.032 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 439], Speed: 210.926 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 449], Speed: 205.680 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 459], Speed: 203.587 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 469], Speed: 205.813 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 479], Speed: 200.388 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 489], Speed: 201.974 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 499], Speed: 195.930 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 509], Speed: 202.058 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.163 [Epoch 45][Batch 519], Speed: 181.700 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.162 [Epoch 45][Batch 529], Speed: 203.028 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.234, HeatmapFocal=2.162 [Epoch 45][Batch 539], Speed: 217.093 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.162 [Epoch 45][Batch 549], Speed: 216.207 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.162 [Epoch 45][Batch 559], Speed: 206.359 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.162 [Epoch 45][Batch 569], Speed: 195.746 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.162 [Epoch 45][Batch 579], Speed: 193.371 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.162 [Epoch 45][Batch 589], Speed: 205.795 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.162 [Epoch 45][Batch 599], Speed: 209.116 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 609], Speed: 207.396 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 619], Speed: 206.846 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 629], Speed: 195.973 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 639], Speed: 187.929 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 649], Speed: 193.473 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 659], Speed: 206.965 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 669], Speed: 214.568 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 679], Speed: 205.427 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.161 [Epoch 45][Batch 689], Speed: 208.555 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 699], Speed: 193.105 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 709], Speed: 193.459 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 719], Speed: 208.370 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 729], Speed: 203.432 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 739], Speed: 218.338 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 749], Speed: 202.099 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 759], Speed: 203.153 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 769], Speed: 197.242 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.160 [Epoch 45][Batch 779], Speed: 204.209 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 789], Speed: 206.745 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 799], Speed: 216.146 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 809], Speed: 202.199 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 819], Speed: 220.349 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 829], Speed: 208.058 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 839], Speed: 209.127 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 849], Speed: 220.167 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 859], Speed: 218.664 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.159 [Epoch 45][Batch 869], Speed: 199.565 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 45][Batch 879], Speed: 216.033 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 45][Batch 889], Speed: 207.986 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 45][Batch 899], Speed: 208.324 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 45][Batch 909], Speed: 221.248 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 45] Training cost: 594.396, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 46][Batch 9], Speed: 141.232 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 46][Batch 19], Speed: 197.219 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.232, HeatmapFocal=2.158 [Epoch 46][Batch 29], Speed: 196.983 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.158 [Epoch 46][Batch 39], Speed: 197.883 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 49], Speed: 225.357 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 59], Speed: 205.786 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 69], Speed: 217.202 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 79], Speed: 207.414 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 89], Speed: 211.673 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 99], Speed: 202.399 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 109], Speed: 198.995 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 119], Speed: 199.714 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.157 [Epoch 46][Batch 129], Speed: 212.827 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 139], Speed: 199.580 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 149], Speed: 196.301 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 159], Speed: 205.436 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 169], Speed: 203.810 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 179], Speed: 213.667 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 189], Speed: 208.067 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 199], Speed: 200.365 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 209], Speed: 207.240 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.156 [Epoch 46][Batch 219], Speed: 196.830 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 229], Speed: 190.788 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 239], Speed: 194.818 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 249], Speed: 223.924 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 259], Speed: 205.594 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 269], Speed: 190.356 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 279], Speed: 188.699 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 289], Speed: 193.935 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 299], Speed: 196.479 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.155 [Epoch 46][Batch 309], Speed: 201.301 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 319], Speed: 197.462 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 329], Speed: 201.300 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 339], Speed: 198.759 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 349], Speed: 195.427 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 359], Speed: 201.317 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 369], Speed: 208.134 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 379], Speed: 197.291 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 389], Speed: 198.010 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.154 [Epoch 46][Batch 399], Speed: 210.649 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 409], Speed: 186.820 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 419], Speed: 208.087 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 429], Speed: 216.448 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 439], Speed: 209.721 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 449], Speed: 201.459 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 459], Speed: 184.740 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 469], Speed: 191.892 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 479], Speed: 207.670 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.153 [Epoch 46][Batch 489], Speed: 191.677 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 499], Speed: 205.760 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 509], Speed: 196.448 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 519], Speed: 188.968 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 529], Speed: 190.221 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 539], Speed: 208.694 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 549], Speed: 190.727 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 559], Speed: 208.298 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 569], Speed: 198.284 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.152 [Epoch 46][Batch 579], Speed: 194.347 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 589], Speed: 204.405 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 599], Speed: 204.692 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 609], Speed: 220.787 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 619], Speed: 206.793 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 629], Speed: 198.704 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 639], Speed: 191.059 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 649], Speed: 202.621 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 659], Speed: 198.275 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.151 [Epoch 46][Batch 669], Speed: 195.986 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 679], Speed: 194.059 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 689], Speed: 204.082 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 699], Speed: 202.645 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 709], Speed: 206.045 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 719], Speed: 211.700 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 729], Speed: 201.167 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 739], Speed: 196.407 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 749], Speed: 197.365 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.150 [Epoch 46][Batch 759], Speed: 188.936 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 769], Speed: 195.598 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 779], Speed: 195.493 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 789], Speed: 208.493 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 799], Speed: 200.058 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 809], Speed: 202.514 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 819], Speed: 207.311 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 829], Speed: 204.884 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 839], Speed: 210.741 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 849], Speed: 221.223 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.149 [Epoch 46][Batch 859], Speed: 216.368 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 46][Batch 869], Speed: 199.897 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 46][Batch 879], Speed: 202.372 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 46][Batch 889], Speed: 206.199 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 46][Batch 899], Speed: 212.257 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 46][Batch 909], Speed: 230.633 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 46] Training cost: 596.389, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.148 [Epoch 47][Batch 9], Speed: 120.175 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.234, HeatmapFocal=2.148 [Epoch 47][Batch 19], Speed: 208.655 samples/sec, LR=0.0005, WHL1=0.325, CenterRegL1=0.234, HeatmapFocal=2.148 [Epoch 47][Batch 29], Speed: 192.080 samples/sec, LR=0.0005, WHL1=0.320, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 39], Speed: 191.085 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.235, HeatmapFocal=2.147 [Epoch 47][Batch 49], Speed: 211.807 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 59], Speed: 205.073 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 69], Speed: 220.128 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 79], Speed: 203.581 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 89], Speed: 195.501 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 99], Speed: 204.625 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 109], Speed: 195.036 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.147 [Epoch 47][Batch 119], Speed: 195.934 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.146 [Epoch 47][Batch 129], Speed: 230.947 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 139], Speed: 193.443 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 149], Speed: 200.102 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 159], Speed: 196.323 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 169], Speed: 208.267 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 179], Speed: 189.390 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 189], Speed: 199.902 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 199], Speed: 216.007 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.146 [Epoch 47][Batch 209], Speed: 185.990 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.145 [Epoch 47][Batch 219], Speed: 201.532 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.145 [Epoch 47][Batch 229], Speed: 189.201 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.145 [Epoch 47][Batch 239], Speed: 208.012 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.145 [Epoch 47][Batch 249], Speed: 202.934 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.145 [Epoch 47][Batch 259], Speed: 188.428 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.145 [Epoch 47][Batch 269], Speed: 198.511 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.145 [Epoch 47][Batch 279], Speed: 203.024 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.145 [Epoch 47][Batch 289], Speed: 201.444 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.145 [Epoch 47][Batch 299], Speed: 212.649 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 309], Speed: 210.474 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 319], Speed: 203.413 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 329], Speed: 203.739 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 339], Speed: 193.216 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 349], Speed: 211.204 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 359], Speed: 203.817 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 369], Speed: 208.417 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 379], Speed: 206.933 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.144 [Epoch 47][Batch 389], Speed: 205.176 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 399], Speed: 197.850 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 409], Speed: 200.957 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 419], Speed: 211.125 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 429], Speed: 214.353 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 439], Speed: 196.666 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 449], Speed: 195.096 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 459], Speed: 195.523 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 469], Speed: 196.033 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 479], Speed: 197.956 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.143 [Epoch 47][Batch 489], Speed: 206.569 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 499], Speed: 198.704 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 509], Speed: 192.828 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 519], Speed: 189.877 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 529], Speed: 214.087 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 539], Speed: 211.022 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 549], Speed: 228.610 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 559], Speed: 201.741 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 569], Speed: 196.130 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.142 [Epoch 47][Batch 579], Speed: 201.240 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 589], Speed: 209.805 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 599], Speed: 189.594 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 609], Speed: 231.326 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 619], Speed: 204.702 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 629], Speed: 192.490 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 639], Speed: 192.253 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 649], Speed: 213.657 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 659], Speed: 189.420 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 669], Speed: 224.676 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.141 [Epoch 47][Batch 679], Speed: 215.050 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.140 [Epoch 47][Batch 689], Speed: 191.268 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.234, HeatmapFocal=2.140 [Epoch 47][Batch 699], Speed: 195.263 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 709], Speed: 195.944 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 719], Speed: 198.736 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 729], Speed: 223.198 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 739], Speed: 203.697 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 749], Speed: 186.218 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 759], Speed: 199.676 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.140 [Epoch 47][Batch 769], Speed: 201.524 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 779], Speed: 194.944 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 789], Speed: 220.396 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 799], Speed: 206.559 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 809], Speed: 200.608 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 819], Speed: 221.131 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 829], Speed: 202.636 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 839], Speed: 209.985 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 849], Speed: 225.944 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 859], Speed: 234.781 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.139 [Epoch 47][Batch 869], Speed: 198.195 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 47][Batch 879], Speed: 202.366 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 47][Batch 889], Speed: 206.601 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 47][Batch 899], Speed: 208.200 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 47][Batch 909], Speed: 217.056 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 47] Training cost: 591.844, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 48][Batch 9], Speed: 115.129 samples/sec, LR=0.0005, WHL1=0.323, CenterRegL1=0.234, HeatmapFocal=2.138 [Epoch 48][Batch 19], Speed: 203.812 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 48][Batch 29], Speed: 198.709 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.138 [Epoch 48][Batch 39], Speed: 201.330 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.138 [Epoch 48][Batch 49], Speed: 208.000 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.137 [Epoch 48][Batch 59], Speed: 220.922 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 69], Speed: 221.073 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 79], Speed: 220.897 samples/sec, LR=0.0005, WHL1=0.319, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 89], Speed: 209.591 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 99], Speed: 204.510 samples/sec, LR=0.0005, WHL1=0.318, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 109], Speed: 195.977 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 119], Speed: 201.780 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 129], Speed: 230.139 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.137 [Epoch 48][Batch 139], Speed: 202.199 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 149], Speed: 195.256 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 159], Speed: 213.050 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 169], Speed: 203.775 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 179], Speed: 196.019 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 189], Speed: 221.089 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 199], Speed: 197.015 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 209], Speed: 202.609 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 219], Speed: 202.451 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 229], Speed: 197.375 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.136 [Epoch 48][Batch 239], Speed: 205.404 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 249], Speed: 234.650 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 259], Speed: 202.621 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 269], Speed: 204.496 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 279], Speed: 210.238 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 289], Speed: 193.772 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 299], Speed: 209.105 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 309], Speed: 209.289 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 319], Speed: 196.989 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.135 [Epoch 48][Batch 329], Speed: 201.951 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 339], Speed: 205.913 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 349], Speed: 209.766 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 359], Speed: 207.653 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 369], Speed: 215.615 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 379], Speed: 201.753 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 389], Speed: 202.723 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 399], Speed: 220.410 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 409], Speed: 200.576 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 419], Speed: 193.794 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.134 [Epoch 48][Batch 429], Speed: 226.431 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 439], Speed: 202.806 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 449], Speed: 189.264 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 459], Speed: 219.247 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 469], Speed: 201.725 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 479], Speed: 196.855 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 489], Speed: 198.815 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 499], Speed: 214.118 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 509], Speed: 198.356 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 519], Speed: 214.967 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.133 [Epoch 48][Batch 529], Speed: 205.607 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 539], Speed: 205.833 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 549], Speed: 228.343 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 559], Speed: 213.090 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 569], Speed: 201.167 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 579], Speed: 204.755 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 589], Speed: 198.637 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 599], Speed: 222.004 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 609], Speed: 223.662 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.132 [Epoch 48][Batch 619], Speed: 204.232 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 629], Speed: 188.377 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 639], Speed: 202.365 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 649], Speed: 191.076 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 659], Speed: 210.568 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 669], Speed: 226.292 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 679], Speed: 203.100 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 689], Speed: 194.866 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 699], Speed: 208.163 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 709], Speed: 201.780 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.131 [Epoch 48][Batch 719], Speed: 210.252 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 729], Speed: 228.206 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 739], Speed: 213.659 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 749], Speed: 202.442 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 759], Speed: 199.829 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 769], Speed: 196.274 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 779], Speed: 223.777 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 789], Speed: 223.424 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 799], Speed: 204.866 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 809], Speed: 200.963 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.130 [Epoch 48][Batch 819], Speed: 210.913 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 829], Speed: 203.646 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 839], Speed: 233.554 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 849], Speed: 211.376 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 859], Speed: 198.724 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 869], Speed: 191.999 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 879], Speed: 202.167 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 889], Speed: 197.801 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 899], Speed: 230.419 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48][Batch 909], Speed: 221.269 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 48] Training cost: 586.544, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.129 [Epoch 49][Batch 9], Speed: 125.653 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 19], Speed: 202.035 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.128 [Epoch 49][Batch 29], Speed: 207.298 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 39], Speed: 213.773 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 49], Speed: 213.826 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 59], Speed: 213.725 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 69], Speed: 223.382 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 79], Speed: 205.466 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 89], Speed: 200.030 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.128 [Epoch 49][Batch 99], Speed: 199.280 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 109], Speed: 204.211 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 119], Speed: 204.850 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 129], Speed: 230.857 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 139], Speed: 213.022 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 149], Speed: 196.310 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 159], Speed: 215.305 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 169], Speed: 213.922 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 179], Speed: 204.217 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 189], Speed: 222.966 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.127 [Epoch 49][Batch 199], Speed: 196.301 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 209], Speed: 201.786 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 219], Speed: 212.649 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 229], Speed: 219.274 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 239], Speed: 205.821 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 249], Speed: 211.617 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 259], Speed: 215.507 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 269], Speed: 205.331 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 279], Speed: 200.694 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 289], Speed: 197.927 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.126 [Epoch 49][Batch 299], Speed: 211.032 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 309], Speed: 212.209 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 319], Speed: 212.458 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 329], Speed: 198.947 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 339], Speed: 195.781 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 349], Speed: 210.990 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 359], Speed: 197.295 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 369], Speed: 220.525 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 379], Speed: 201.140 samples/sec, LR=0.0005, WHL1=0.317, CenterRegL1=0.233, HeatmapFocal=2.125 [Epoch 49][Batch 389], Speed: 187.223 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 399], Speed: 190.161 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 409], Speed: 195.451 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 419], Speed: 209.045 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 429], Speed: 209.043 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 439], Speed: 226.122 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 449], Speed: 199.919 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 459], Speed: 196.772 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 469], Speed: 191.825 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 479], Speed: 196.985 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 489], Speed: 216.755 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.124 [Epoch 49][Batch 499], Speed: 214.059 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 509], Speed: 193.793 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 519], Speed: 196.881 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 529], Speed: 201.439 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 539], Speed: 211.036 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 549], Speed: 207.099 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 559], Speed: 210.082 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 569], Speed: 201.356 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 579], Speed: 207.659 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 589], Speed: 196.898 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.123 [Epoch 49][Batch 599], Speed: 209.074 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 609], Speed: 214.575 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 619], Speed: 221.271 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 629], Speed: 199.885 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 639], Speed: 219.153 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 649], Speed: 194.834 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 659], Speed: 205.055 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 669], Speed: 225.707 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 679], Speed: 220.939 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 689], Speed: 202.226 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.122 [Epoch 49][Batch 699], Speed: 204.362 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 709], Speed: 194.853 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 719], Speed: 210.190 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 729], Speed: 210.812 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 739], Speed: 212.402 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 749], Speed: 193.888 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 759], Speed: 213.043 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 769], Speed: 198.018 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 779], Speed: 216.316 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 789], Speed: 207.180 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.121 [Epoch 49][Batch 799], Speed: 214.240 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 809], Speed: 213.853 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 819], Speed: 209.612 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 829], Speed: 210.989 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 839], Speed: 209.628 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 849], Speed: 211.836 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 859], Speed: 221.251 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 869], Speed: 203.972 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 879], Speed: 225.778 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 889], Speed: 205.925 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 899], Speed: 215.899 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.120 [Epoch 49][Batch 909], Speed: 213.002 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 49] Training cost: 586.980, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 9], Speed: 108.398 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 19], Speed: 218.992 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 29], Speed: 205.715 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 39], Speed: 198.313 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 49], Speed: 220.672 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 59], Speed: 209.564 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 69], Speed: 218.467 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 79], Speed: 209.324 samples/sec, LR=0.0005, WHL1=0.316, CenterRegL1=0.233, HeatmapFocal=2.119 [Epoch 50][Batch 89], Speed: 200.190 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 99], Speed: 196.083 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 109], Speed: 196.326 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 119], Speed: 211.015 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 129], Speed: 228.421 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 139], Speed: 207.948 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 149], Speed: 188.413 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 159], Speed: 198.253 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 169], Speed: 206.053 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 179], Speed: 193.376 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.118 [Epoch 50][Batch 189], Speed: 202.818 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 199], Speed: 197.853 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 209], Speed: 198.574 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 219], Speed: 194.342 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 229], Speed: 212.532 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 239], Speed: 200.237 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 249], Speed: 206.004 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 259], Speed: 186.971 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 269], Speed: 192.434 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 279], Speed: 187.921 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.117 [Epoch 50][Batch 289], Speed: 221.596 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 299], Speed: 196.159 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 309], Speed: 204.691 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 319], Speed: 216.759 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 329], Speed: 198.153 samples/sec, LR=0.0005, WHL1=0.315, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 339], Speed: 199.201 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 349], Speed: 221.824 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 359], Speed: 213.974 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 369], Speed: 205.902 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 379], Speed: 210.611 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.116 [Epoch 50][Batch 389], Speed: 192.483 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 399], Speed: 194.587 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 409], Speed: 211.105 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 419], Speed: 206.425 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 429], Speed: 208.525 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 439], Speed: 203.924 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 449], Speed: 201.926 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 459], Speed: 198.599 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 469], Speed: 214.913 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 479], Speed: 220.151 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.115 [Epoch 50][Batch 489], Speed: 198.887 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 499], Speed: 197.956 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 509], Speed: 183.018 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 519], Speed: 193.602 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 529], Speed: 199.287 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 539], Speed: 213.008 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 549], Speed: 196.731 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 559], Speed: 195.332 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 569], Speed: 203.717 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 579], Speed: 197.074 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 589], Speed: 212.970 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.114 [Epoch 50][Batch 599], Speed: 221.630 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 609], Speed: 215.923 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 619], Speed: 226.226 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 629], Speed: 187.819 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 639], Speed: 187.098 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 649], Speed: 185.238 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 659], Speed: 216.997 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 669], Speed: 214.392 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 679], Speed: 209.978 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 689], Speed: 197.340 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.113 [Epoch 50][Batch 699], Speed: 197.359 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 709], Speed: 218.516 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 719], Speed: 222.755 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 729], Speed: 203.079 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 739], Speed: 190.229 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 749], Speed: 191.693 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 759], Speed: 201.501 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 769], Speed: 208.575 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 779], Speed: 205.938 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 789], Speed: 209.515 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 799], Speed: 208.194 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.112 [Epoch 50][Batch 809], Speed: 206.467 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 819], Speed: 197.316 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 829], Speed: 213.285 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 839], Speed: 218.011 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 849], Speed: 230.129 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 859], Speed: 214.125 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 869], Speed: 198.466 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 879], Speed: 194.291 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 889], Speed: 223.918 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 899], Speed: 207.217 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.111 [Epoch 50][Batch 909], Speed: 216.079 samples/sec, LR=0.0005, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.110 [Epoch 50] Training cost: 588.651, WHL1=0.314, CenterRegL1=0.233, HeatmapFocal=2.110 [Epoch 50] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.217 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.057 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.369 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.098 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557 person=34.8 bicycle=15.9 car=20.1 motorcycle=18.8 airplane=42.9 bus=45.4 train=48.4 truck=17.0 boat=9.5 traffic light=8.5 fire hydrant=44.6 stop sign=45.3 parking meter=27.4 bench=10.9 bird=14.8 cat=41.5 dog=37.3 horse=39.8 sheep=27.0 cow=30.7 elephant=45.8 bear=43.5 zebra=51.3 giraffe=52.8 backpack=3.3 umbrella=21.0 handbag=2.2 tie=12.9 suitcase=14.4 frisbee=30.9 skis=8.0 snowboard=9.3 sports ball=15.2 kite=18.0 baseball bat=7.8 baseball glove=15.7 skateboard=26.6 surfboard=15.7 tennis racket=21.7 bottle=14.4 wine glass=13.9 cup=18.9 fork=9.6 knife=2.9 spoon=1.8 bowl=22.0 banana=11.1 apple=7.6 sandwich=17.4 orange=20.2 broccoli=10.8 carrot=8.8 hot dog=15.1 pizza=30.9 donut=25.0 cake=17.6 chair=12.4 couch=27.3 potted plant=13.7 bed=18.6 dining table=14.4 toilet=45.1 tv=38.5 laptop=38.7 mouse=32.3 remote=6.0 keyboard=28.5 cell phone=14.4 microwave=34.6 oven=19.3 toaster=4.3 sink=19.0 refrigerator=32.7 book=1.8 clock=32.7 vase=20.2 scissors=11.2 teddy bear=25.6 hair drier=0.0 toothbrush=1.4 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =21.7 [Epoch 51][Batch 9], Speed: 112.395 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.110 [Epoch 51][Batch 19], Speed: 215.932 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.233, HeatmapFocal=2.110 [Epoch 51][Batch 29], Speed: 198.771 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.110 [Epoch 51][Batch 39], Speed: 195.613 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.232, HeatmapFocal=2.110 [Epoch 51][Batch 49], Speed: 189.772 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.110 [Epoch 51][Batch 59], Speed: 216.370 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.110 [Epoch 51][Batch 69], Speed: 225.995 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.110 [Epoch 51][Batch 79], Speed: 198.113 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.110 [Epoch 51][Batch 89], Speed: 212.841 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.110 [Epoch 51][Batch 99], Speed: 195.887 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.109 [Epoch 51][Batch 109], Speed: 194.465 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 119], Speed: 199.979 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 129], Speed: 220.497 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 139], Speed: 197.122 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 149], Speed: 199.529 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 159], Speed: 202.409 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 169], Speed: 198.087 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 179], Speed: 209.537 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 189], Speed: 227.805 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.109 [Epoch 51][Batch 199], Speed: 192.600 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 209], Speed: 200.746 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 219], Speed: 200.720 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 229], Speed: 199.370 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 239], Speed: 208.940 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 249], Speed: 221.801 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 259], Speed: 207.957 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 269], Speed: 199.462 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 279], Speed: 194.388 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 289], Speed: 205.850 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 299], Speed: 192.409 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.108 [Epoch 51][Batch 309], Speed: 226.187 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 319], Speed: 198.229 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 329], Speed: 189.561 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 339], Speed: 190.576 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 349], Speed: 201.316 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 359], Speed: 203.682 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 369], Speed: 224.109 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 379], Speed: 192.453 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 389], Speed: 189.564 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 399], Speed: 203.030 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.107 [Epoch 51][Batch 409], Speed: 217.316 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 419], Speed: 189.924 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 429], Speed: 225.940 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 439], Speed: 214.104 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 449], Speed: 204.977 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 459], Speed: 198.801 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 469], Speed: 212.318 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 479], Speed: 215.429 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 489], Speed: 229.414 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 499], Speed: 202.825 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 509], Speed: 198.266 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.106 [Epoch 51][Batch 519], Speed: 185.681 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 529], Speed: 219.754 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 539], Speed: 203.729 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 549], Speed: 206.959 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 559], Speed: 207.666 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 569], Speed: 186.517 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 579], Speed: 192.091 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 589], Speed: 222.194 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 599], Speed: 201.802 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 609], Speed: 218.546 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 619], Speed: 210.328 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.105 [Epoch 51][Batch 629], Speed: 185.122 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 639], Speed: 195.858 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 649], Speed: 220.691 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 659], Speed: 194.791 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 669], Speed: 204.638 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 679], Speed: 190.917 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 689], Speed: 201.137 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 699], Speed: 188.628 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 709], Speed: 205.415 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 719], Speed: 199.813 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 729], Speed: 206.684 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.104 [Epoch 51][Batch 739], Speed: 187.181 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 749], Speed: 196.637 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 759], Speed: 192.263 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 769], Speed: 215.150 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 779], Speed: 209.472 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 789], Speed: 213.653 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 799], Speed: 200.700 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 809], Speed: 209.890 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 819], Speed: 206.174 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 829], Speed: 215.858 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 839], Speed: 222.135 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.103 [Epoch 51][Batch 849], Speed: 215.137 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51][Batch 859], Speed: 212.820 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51][Batch 869], Speed: 202.831 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51][Batch 879], Speed: 216.231 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51][Batch 889], Speed: 209.312 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51][Batch 899], Speed: 222.192 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51][Batch 909], Speed: 218.897 samples/sec, LR=0.0005, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 51] Training cost: 586.984, WHL1=0.313, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 52][Batch 9], Speed: 124.163 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 52][Batch 19], Speed: 205.186 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 52][Batch 29], Speed: 216.379 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.102 [Epoch 52][Batch 39], Speed: 212.462 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 49], Speed: 209.378 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 59], Speed: 205.618 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 69], Speed: 224.371 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 79], Speed: 191.054 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 89], Speed: 195.583 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 99], Speed: 190.881 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 109], Speed: 207.906 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 119], Speed: 198.645 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 129], Speed: 225.015 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 139], Speed: 209.001 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.101 [Epoch 52][Batch 149], Speed: 190.948 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 159], Speed: 192.182 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 169], Speed: 202.887 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 179], Speed: 206.964 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 189], Speed: 224.394 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 199], Speed: 186.694 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 209], Speed: 193.625 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 219], Speed: 185.711 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 229], Speed: 220.395 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 239], Speed: 196.750 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.100 [Epoch 52][Batch 249], Speed: 228.365 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 259], Speed: 188.530 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 269], Speed: 184.760 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 279], Speed: 193.476 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 289], Speed: 209.481 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 299], Speed: 223.866 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 309], Speed: 217.729 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 319], Speed: 207.267 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 329], Speed: 188.021 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 339], Speed: 199.489 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 349], Speed: 230.600 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.099 [Epoch 52][Batch 359], Speed: 212.780 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 369], Speed: 221.763 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 379], Speed: 203.944 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 389], Speed: 192.726 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 399], Speed: 190.724 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 409], Speed: 202.711 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 419], Speed: 209.315 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 429], Speed: 231.510 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 439], Speed: 194.291 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 449], Speed: 190.694 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 459], Speed: 205.223 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.098 [Epoch 52][Batch 469], Speed: 217.221 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 479], Speed: 215.493 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 489], Speed: 222.270 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 499], Speed: 202.926 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 509], Speed: 178.809 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 519], Speed: 200.508 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 529], Speed: 190.440 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 539], Speed: 205.201 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 549], Speed: 209.103 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 559], Speed: 186.647 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 569], Speed: 199.382 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.097 [Epoch 52][Batch 579], Speed: 200.637 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 589], Speed: 218.618 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 599], Speed: 213.434 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 609], Speed: 216.001 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 619], Speed: 204.823 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 629], Speed: 193.222 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 639], Speed: 200.062 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 649], Speed: 192.872 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 659], Speed: 203.520 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 669], Speed: 218.422 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 679], Speed: 206.107 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.096 [Epoch 52][Batch 689], Speed: 200.276 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 699], Speed: 191.260 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 709], Speed: 196.592 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 719], Speed: 204.769 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 729], Speed: 231.201 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 739], Speed: 196.300 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 749], Speed: 186.766 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 759], Speed: 185.844 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 769], Speed: 212.062 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 779], Speed: 209.324 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 789], Speed: 226.422 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.095 [Epoch 52][Batch 799], Speed: 210.963 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 809], Speed: 200.739 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 819], Speed: 216.661 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 829], Speed: 225.380 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 839], Speed: 234.052 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 849], Speed: 231.216 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 859], Speed: 218.307 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 869], Speed: 203.038 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 879], Speed: 199.368 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 889], Speed: 206.112 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 899], Speed: 223.378 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.094 [Epoch 52][Batch 909], Speed: 220.172 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 52] Training cost: 588.413, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 9], Speed: 128.042 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.232, HeatmapFocal=2.093 [Epoch 53][Batch 19], Speed: 214.686 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 29], Speed: 200.898 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 39], Speed: 199.969 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.234, HeatmapFocal=2.093 [Epoch 53][Batch 49], Speed: 193.408 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.234, HeatmapFocal=2.093 [Epoch 53][Batch 59], Speed: 206.574 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 69], Speed: 213.478 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 79], Speed: 197.507 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 89], Speed: 213.241 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 99], Speed: 187.608 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.093 [Epoch 53][Batch 109], Speed: 199.731 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 119], Speed: 191.311 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 129], Speed: 231.478 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 139], Speed: 204.591 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 149], Speed: 204.551 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 159], Speed: 193.356 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 169], Speed: 204.117 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 179], Speed: 207.144 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 189], Speed: 215.888 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 199], Speed: 199.965 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 209], Speed: 201.580 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.092 [Epoch 53][Batch 219], Speed: 189.819 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 229], Speed: 185.566 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 239], Speed: 201.754 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 249], Speed: 214.841 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 259], Speed: 204.921 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 269], Speed: 202.289 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 279], Speed: 192.093 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 289], Speed: 195.189 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 299], Speed: 205.898 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 309], Speed: 197.101 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 319], Speed: 203.659 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.091 [Epoch 53][Batch 329], Speed: 196.251 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 339], Speed: 204.499 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 349], Speed: 196.219 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 359], Speed: 197.874 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 369], Speed: 201.681 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 379], Speed: 203.039 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 389], Speed: 204.730 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 399], Speed: 208.780 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 409], Speed: 205.738 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 419], Speed: 206.887 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 429], Speed: 217.107 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.090 [Epoch 53][Batch 439], Speed: 198.478 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 449], Speed: 197.517 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 459], Speed: 213.944 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 469], Speed: 199.355 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 479], Speed: 209.044 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 489], Speed: 213.551 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 499], Speed: 215.746 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 509], Speed: 190.002 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 519], Speed: 216.027 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 529], Speed: 199.137 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 539], Speed: 200.134 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.089 [Epoch 53][Batch 549], Speed: 205.341 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 559], Speed: 213.848 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 569], Speed: 187.099 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 579], Speed: 209.207 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 589], Speed: 209.145 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 599], Speed: 188.455 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 609], Speed: 205.242 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 619], Speed: 191.314 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 629], Speed: 192.651 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 639], Speed: 187.473 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 649], Speed: 204.360 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 659], Speed: 208.763 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.088 [Epoch 53][Batch 669], Speed: 193.144 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 679], Speed: 196.233 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 689], Speed: 195.142 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 699], Speed: 196.014 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 709], Speed: 199.309 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 719], Speed: 199.998 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 729], Speed: 197.249 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 739], Speed: 202.384 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 749], Speed: 191.276 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 759], Speed: 188.919 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 769], Speed: 185.806 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.087 [Epoch 53][Batch 779], Speed: 205.899 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 789], Speed: 215.562 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 799], Speed: 200.744 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 809], Speed: 200.252 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 819], Speed: 201.011 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 829], Speed: 207.983 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 839], Speed: 217.705 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 849], Speed: 212.839 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 859], Speed: 216.669 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 869], Speed: 208.118 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 879], Speed: 219.943 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 889], Speed: 209.295 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.086 [Epoch 53][Batch 899], Speed: 201.885 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 53][Batch 909], Speed: 225.947 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 53] Training cost: 588.795, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 9], Speed: 139.533 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.234, HeatmapFocal=2.085 [Epoch 54][Batch 19], Speed: 212.121 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 29], Speed: 201.384 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 39], Speed: 204.216 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 49], Speed: 201.430 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.085 [Epoch 54][Batch 59], Speed: 215.951 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 69], Speed: 213.050 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 79], Speed: 195.572 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.232, HeatmapFocal=2.085 [Epoch 54][Batch 89], Speed: 196.573 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.085 [Epoch 54][Batch 99], Speed: 200.226 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 109], Speed: 204.802 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 119], Speed: 213.393 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 129], Speed: 232.735 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 139], Speed: 218.498 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 149], Speed: 204.905 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.232, HeatmapFocal=2.084 [Epoch 54][Batch 159], Speed: 193.478 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 169], Speed: 209.846 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 179], Speed: 210.278 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 189], Speed: 215.050 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 199], Speed: 194.459 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.084 [Epoch 54][Batch 209], Speed: 204.104 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 219], Speed: 213.238 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.232, HeatmapFocal=2.083 [Epoch 54][Batch 229], Speed: 204.020 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.232, HeatmapFocal=2.083 [Epoch 54][Batch 239], Speed: 222.643 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.232, HeatmapFocal=2.083 [Epoch 54][Batch 249], Speed: 208.444 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 259], Speed: 214.915 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 269], Speed: 186.816 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 279], Speed: 198.429 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 289], Speed: 208.860 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 299], Speed: 211.010 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 309], Speed: 207.576 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.083 [Epoch 54][Batch 319], Speed: 214.457 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 329], Speed: 199.917 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 339], Speed: 194.233 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 349], Speed: 208.053 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 359], Speed: 222.762 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 369], Speed: 214.645 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 379], Speed: 229.380 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 389], Speed: 186.600 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 399], Speed: 204.586 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 409], Speed: 220.112 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 419], Speed: 220.434 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 429], Speed: 233.130 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.082 [Epoch 54][Batch 439], Speed: 211.008 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 449], Speed: 190.661 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 459], Speed: 207.673 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 469], Speed: 214.365 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 479], Speed: 217.687 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 489], Speed: 225.129 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 499], Speed: 213.358 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 509], Speed: 195.269 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 519], Speed: 192.292 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 529], Speed: 203.056 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 539], Speed: 214.302 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 549], Speed: 226.490 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.081 [Epoch 54][Batch 559], Speed: 209.195 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 569], Speed: 199.636 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 579], Speed: 208.240 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 589], Speed: 207.984 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 599], Speed: 211.171 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 609], Speed: 210.705 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 619], Speed: 208.467 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 629], Speed: 193.811 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 639], Speed: 192.456 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 649], Speed: 215.670 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 659], Speed: 207.708 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 669], Speed: 207.322 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.080 [Epoch 54][Batch 679], Speed: 197.976 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 689], Speed: 190.756 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 699], Speed: 211.898 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 709], Speed: 207.574 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 719], Speed: 213.046 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 729], Speed: 212.758 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 739], Speed: 202.783 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 749], Speed: 183.767 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 759], Speed: 206.505 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 769], Speed: 206.145 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 779], Speed: 204.844 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 789], Speed: 225.798 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.079 [Epoch 54][Batch 799], Speed: 194.310 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 809], Speed: 197.366 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 819], Speed: 224.308 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 829], Speed: 220.313 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 839], Speed: 223.641 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 849], Speed: 224.884 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 859], Speed: 210.540 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 869], Speed: 195.084 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 879], Speed: 217.467 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 889], Speed: 215.653 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 899], Speed: 217.573 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.078 [Epoch 54][Batch 909], Speed: 223.911 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 54] Training cost: 587.119, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 9], Speed: 107.891 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.234, HeatmapFocal=2.077 [Epoch 55][Batch 19], Speed: 210.061 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.234, HeatmapFocal=2.077 [Epoch 55][Batch 29], Speed: 209.085 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 39], Speed: 214.203 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 49], Speed: 208.074 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 59], Speed: 214.493 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 69], Speed: 211.873 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 79], Speed: 188.383 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 89], Speed: 210.193 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 99], Speed: 189.617 samples/sec, LR=0.0005, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.077 [Epoch 55][Batch 109], Speed: 195.146 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 119], Speed: 195.838 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 129], Speed: 232.614 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 139], Speed: 199.813 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 149], Speed: 194.919 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 159], Speed: 187.101 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 169], Speed: 198.602 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 179], Speed: 205.257 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 189], Speed: 231.496 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 199], Speed: 204.628 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 209], Speed: 190.525 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 219], Speed: 192.804 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.076 [Epoch 55][Batch 229], Speed: 204.975 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 239], Speed: 214.708 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 249], Speed: 202.663 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 259], Speed: 197.345 samples/sec, LR=0.0005, WHL1=0.311, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 269], Speed: 199.056 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 279], Speed: 198.527 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 289], Speed: 203.445 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 299], Speed: 197.835 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 309], Speed: 207.740 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 319], Speed: 199.388 samples/sec, LR=0.0005, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 329], Speed: 190.114 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 339], Speed: 185.901 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.075 [Epoch 55][Batch 349], Speed: 204.479 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 359], Speed: 212.892 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 369], Speed: 216.211 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 379], Speed: 207.905 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 389], Speed: 198.552 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 399], Speed: 188.737 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 409], Speed: 196.017 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 419], Speed: 188.811 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 429], Speed: 204.730 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 439], Speed: 184.670 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 449], Speed: 193.614 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.074 [Epoch 55][Batch 459], Speed: 193.413 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 469], Speed: 197.088 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 479], Speed: 196.736 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 489], Speed: 195.986 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 499], Speed: 198.752 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 509], Speed: 192.606 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 519], Speed: 186.617 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 529], Speed: 197.803 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 539], Speed: 215.817 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 549], Speed: 196.672 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 559], Speed: 192.635 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 569], Speed: 189.889 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.073 [Epoch 55][Batch 579], Speed: 187.122 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 589], Speed: 193.386 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 599], Speed: 214.220 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 609], Speed: 222.165 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 619], Speed: 196.770 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 629], Speed: 190.193 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 639], Speed: 195.843 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 649], Speed: 198.648 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 659], Speed: 197.710 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 669], Speed: 221.030 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 679], Speed: 186.967 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 689], Speed: 194.492 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 699], Speed: 193.034 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.072 [Epoch 55][Batch 709], Speed: 200.791 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 719], Speed: 208.165 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 729], Speed: 226.529 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 739], Speed: 211.049 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 749], Speed: 200.832 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 759], Speed: 189.164 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 769], Speed: 206.295 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 779], Speed: 217.487 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 789], Speed: 228.197 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 799], Speed: 212.603 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 809], Speed: 210.932 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 819], Speed: 212.143 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.071 [Epoch 55][Batch 829], Speed: 211.410 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 839], Speed: 216.722 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 849], Speed: 237.103 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 859], Speed: 223.571 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 869], Speed: 198.234 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 879], Speed: 222.025 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 889], Speed: 216.121 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 899], Speed: 229.945 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55][Batch 909], Speed: 209.091 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 55] Training cost: 588.313, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 56][Batch 9], Speed: 135.171 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.234, HeatmapFocal=2.070 [Epoch 56][Batch 19], Speed: 203.659 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.234, HeatmapFocal=2.070 [Epoch 56][Batch 29], Speed: 201.792 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.070 [Epoch 56][Batch 39], Speed: 189.846 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.069 [Epoch 56][Batch 49], Speed: 206.203 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.069 [Epoch 56][Batch 59], Speed: 208.395 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.069 [Epoch 56][Batch 69], Speed: 230.088 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.069 [Epoch 56][Batch 79], Speed: 193.336 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.069 [Epoch 56][Batch 89], Speed: 198.705 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.069 [Epoch 56][Batch 99], Speed: 191.711 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.069 [Epoch 56][Batch 109], Speed: 203.089 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.069 [Epoch 56][Batch 119], Speed: 207.730 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.069 [Epoch 56][Batch 129], Speed: 232.327 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.069 [Epoch 56][Batch 139], Speed: 205.262 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.069 [Epoch 56][Batch 149], Speed: 207.690 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.069 [Epoch 56][Batch 159], Speed: 196.621 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 169], Speed: 206.065 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 179], Speed: 203.226 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 189], Speed: 193.693 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 199], Speed: 210.055 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 209], Speed: 200.142 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 219], Speed: 222.605 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 229], Speed: 217.405 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 239], Speed: 211.843 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 249], Speed: 191.706 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 259], Speed: 203.206 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 269], Speed: 208.446 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.068 [Epoch 56][Batch 279], Speed: 216.363 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 289], Speed: 193.051 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 299], Speed: 210.500 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 309], Speed: 209.066 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 319], Speed: 194.459 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 329], Speed: 202.965 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 339], Speed: 207.322 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 349], Speed: 205.397 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 359], Speed: 197.020 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 369], Speed: 206.228 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 379], Speed: 188.432 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 389], Speed: 179.162 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.067 [Epoch 56][Batch 399], Speed: 205.146 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 409], Speed: 212.846 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 419], Speed: 196.953 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 429], Speed: 214.396 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 439], Speed: 206.381 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 449], Speed: 199.303 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 459], Speed: 203.655 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 469], Speed: 201.791 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 479], Speed: 210.014 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 489], Speed: 202.926 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 499], Speed: 201.153 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 509], Speed: 194.197 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 519], Speed: 187.115 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.066 [Epoch 56][Batch 529], Speed: 209.303 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 539], Speed: 209.913 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 549], Speed: 214.017 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 559], Speed: 202.226 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 569], Speed: 191.994 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 579], Speed: 193.998 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 589], Speed: 231.033 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 599], Speed: 198.181 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 609], Speed: 196.239 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 619], Speed: 198.360 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 629], Speed: 198.012 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 639], Speed: 195.965 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.065 [Epoch 56][Batch 649], Speed: 215.844 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 659], Speed: 202.280 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 669], Speed: 207.853 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 679], Speed: 206.611 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 689], Speed: 190.576 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 699], Speed: 191.798 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 709], Speed: 206.652 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 719], Speed: 190.109 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 729], Speed: 206.936 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 739], Speed: 192.663 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 749], Speed: 194.640 samples/sec, LR=0.0005, WHL1=0.309, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 759], Speed: 193.717 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 769], Speed: 210.071 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.064 [Epoch 56][Batch 779], Speed: 206.376 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 789], Speed: 206.776 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 799], Speed: 201.497 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 809], Speed: 216.134 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 819], Speed: 216.234 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 829], Speed: 209.180 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 839], Speed: 211.489 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 849], Speed: 211.949 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 859], Speed: 209.918 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 869], Speed: 194.957 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 879], Speed: 202.804 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 889], Speed: 205.737 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.233, HeatmapFocal=2.063 [Epoch 56][Batch 899], Speed: 223.654 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 56][Batch 909], Speed: 200.202 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 56] Training cost: 590.114, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 57][Batch 9], Speed: 111.765 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 57][Batch 19], Speed: 198.474 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 57][Batch 29], Speed: 197.514 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.062 [Epoch 57][Batch 39], Speed: 185.945 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 57][Batch 49], Speed: 206.484 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 57][Batch 59], Speed: 208.020 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.062 [Epoch 57][Batch 69], Speed: 216.187 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.062 [Epoch 57][Batch 79], Speed: 190.173 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.062 [Epoch 57][Batch 89], Speed: 205.693 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.062 [Epoch 57][Batch 99], Speed: 194.543 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.062 [Epoch 57][Batch 109], Speed: 200.833 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 119], Speed: 203.892 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 129], Speed: 230.234 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 139], Speed: 205.930 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 149], Speed: 193.087 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 159], Speed: 187.657 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 169], Speed: 214.949 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 179], Speed: 205.819 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 189], Speed: 229.383 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 199], Speed: 203.835 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.061 [Epoch 57][Batch 209], Speed: 196.563 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 219], Speed: 195.658 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.061 [Epoch 57][Batch 229], Speed: 211.142 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.060 [Epoch 57][Batch 239], Speed: 202.536 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.060 [Epoch 57][Batch 249], Speed: 220.400 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 259], Speed: 190.932 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 269], Speed: 200.256 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 279], Speed: 205.223 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 289], Speed: 202.107 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 299], Speed: 200.274 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 309], Speed: 209.313 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 319], Speed: 207.502 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 329], Speed: 195.112 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 339], Speed: 196.229 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 349], Speed: 210.132 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.060 [Epoch 57][Batch 359], Speed: 195.040 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.059 [Epoch 57][Batch 369], Speed: 213.132 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.233, HeatmapFocal=2.059 [Epoch 57][Batch 379], Speed: 200.624 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.059 [Epoch 57][Batch 389], Speed: 200.235 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.059 [Epoch 57][Batch 399], Speed: 195.176 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.059 [Epoch 57][Batch 409], Speed: 214.020 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.059 [Epoch 57][Batch 419], Speed: 201.195 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.059 [Epoch 57][Batch 429], Speed: 213.013 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.059 [Epoch 57][Batch 439], Speed: 211.777 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.059 [Epoch 57][Batch 449], Speed: 200.466 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.059 [Epoch 57][Batch 459], Speed: 203.935 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.059 [Epoch 57][Batch 469], Speed: 223.451 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.059 [Epoch 57][Batch 479], Speed: 211.315 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 489], Speed: 223.515 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 499], Speed: 219.728 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 509], Speed: 206.470 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 519], Speed: 198.113 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 529], Speed: 220.025 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 539], Speed: 193.201 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 549], Speed: 226.544 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 559], Speed: 208.593 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 569], Speed: 193.444 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 579], Speed: 186.655 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 589], Speed: 209.967 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 599], Speed: 212.684 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.058 [Epoch 57][Batch 609], Speed: 225.583 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 619], Speed: 209.511 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 629], Speed: 187.628 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 639], Speed: 192.184 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 649], Speed: 206.370 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 659], Speed: 211.526 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 669], Speed: 223.109 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 679], Speed: 220.217 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 689], Speed: 194.842 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 699], Speed: 188.643 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 709], Speed: 197.340 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 719], Speed: 201.238 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 729], Speed: 223.894 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.057 [Epoch 57][Batch 739], Speed: 199.521 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 749], Speed: 196.244 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 759], Speed: 187.161 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 769], Speed: 209.318 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 779], Speed: 206.523 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 789], Speed: 226.052 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 799], Speed: 215.717 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 809], Speed: 201.378 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 819], Speed: 219.199 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 829], Speed: 203.618 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 839], Speed: 206.056 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 849], Speed: 237.573 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 859], Speed: 233.408 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.056 [Epoch 57][Batch 869], Speed: 187.685 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.055 [Epoch 57][Batch 879], Speed: 205.224 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.055 [Epoch 57][Batch 889], Speed: 206.170 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.055 [Epoch 57][Batch 899], Speed: 215.102 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.055 [Epoch 57][Batch 909], Speed: 216.878 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.055 [Epoch 57] Training cost: 590.896, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.055 [Epoch 58][Batch 9], Speed: 114.254 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.235, HeatmapFocal=2.055 [Epoch 58][Batch 19], Speed: 217.204 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.234, HeatmapFocal=2.055 [Epoch 58][Batch 29], Speed: 203.330 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.055 [Epoch 58][Batch 39], Speed: 202.239 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.055 [Epoch 58][Batch 49], Speed: 196.890 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.055 [Epoch 58][Batch 59], Speed: 219.631 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.055 [Epoch 58][Batch 69], Speed: 213.632 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.055 [Epoch 58][Batch 79], Speed: 197.311 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 89], Speed: 215.631 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 99], Speed: 194.291 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 109], Speed: 202.848 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 119], Speed: 196.173 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 129], Speed: 226.746 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 139], Speed: 204.353 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 149], Speed: 188.947 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 159], Speed: 188.538 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 169], Speed: 193.146 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 179], Speed: 214.659 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 189], Speed: 202.996 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.054 [Epoch 58][Batch 199], Speed: 192.135 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 209], Speed: 206.091 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 219], Speed: 193.341 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 229], Speed: 199.513 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 239], Speed: 209.863 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 249], Speed: 213.187 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 259], Speed: 207.968 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 269], Speed: 193.828 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 279], Speed: 195.890 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 289], Speed: 206.672 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 299], Speed: 195.374 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 309], Speed: 208.292 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 319], Speed: 193.232 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.053 [Epoch 58][Batch 329], Speed: 197.709 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 339], Speed: 197.798 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 349], Speed: 193.399 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 359], Speed: 208.369 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.052 [Epoch 58][Batch 369], Speed: 224.588 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.052 [Epoch 58][Batch 379], Speed: 197.317 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.052 [Epoch 58][Batch 389], Speed: 180.698 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 399], Speed: 197.663 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.052 [Epoch 58][Batch 409], Speed: 207.742 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.052 [Epoch 58][Batch 419], Speed: 210.195 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 429], Speed: 214.673 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 439], Speed: 203.315 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 449], Speed: 189.746 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.052 [Epoch 58][Batch 459], Speed: 199.517 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.051 [Epoch 58][Batch 469], Speed: 195.544 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.051 [Epoch 58][Batch 479], Speed: 203.220 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 489], Speed: 203.094 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 499], Speed: 199.731 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 509], Speed: 193.985 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 519], Speed: 202.147 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 529], Speed: 200.319 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 539], Speed: 210.274 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 549], Speed: 217.641 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 559], Speed: 207.671 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.051 [Epoch 58][Batch 569], Speed: 191.123 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.051 [Epoch 58][Batch 579], Speed: 201.872 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.051 [Epoch 58][Batch 589], Speed: 192.673 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.051 [Epoch 58][Batch 599], Speed: 211.046 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 609], Speed: 227.740 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 619], Speed: 210.165 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.050 [Epoch 58][Batch 629], Speed: 197.884 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.050 [Epoch 58][Batch 639], Speed: 199.532 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 649], Speed: 205.763 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 659], Speed: 193.564 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 669], Speed: 214.061 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 679], Speed: 185.506 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 689], Speed: 198.066 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 699], Speed: 199.946 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 709], Speed: 193.000 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 719], Speed: 195.257 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.050 [Epoch 58][Batch 729], Speed: 231.282 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 739], Speed: 188.435 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 749], Speed: 193.884 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 759], Speed: 199.791 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 769], Speed: 190.476 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 779], Speed: 210.315 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 789], Speed: 204.406 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 799], Speed: 211.731 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 809], Speed: 200.998 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 819], Speed: 205.237 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 829], Speed: 217.167 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 839], Speed: 213.586 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.049 [Epoch 58][Batch 849], Speed: 216.901 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.049 [Epoch 58][Batch 859], Speed: 238.409 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 58][Batch 869], Speed: 209.271 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 58][Batch 879], Speed: 214.102 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 58][Batch 889], Speed: 219.771 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 58][Batch 899], Speed: 198.604 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.048 [Epoch 58][Batch 909], Speed: 192.954 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 58] Training cost: 592.791, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 59][Batch 9], Speed: 102.869 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 59][Batch 19], Speed: 200.838 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 59][Batch 29], Speed: 201.164 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 59][Batch 39], Speed: 198.675 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 59][Batch 49], Speed: 215.177 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.048 [Epoch 59][Batch 59], Speed: 213.465 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.048 [Epoch 59][Batch 69], Speed: 211.780 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.048 [Epoch 59][Batch 79], Speed: 205.331 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 89], Speed: 211.206 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 99], Speed: 198.857 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 109], Speed: 186.885 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 119], Speed: 208.774 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 129], Speed: 206.957 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 139], Speed: 207.409 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 149], Speed: 204.295 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 159], Speed: 203.626 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 169], Speed: 204.217 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 179], Speed: 211.244 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 189], Speed: 204.326 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.047 [Epoch 59][Batch 199], Speed: 196.926 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 209], Speed: 205.319 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 219], Speed: 195.312 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 229], Speed: 203.167 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 239], Speed: 193.174 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 249], Speed: 215.477 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 259], Speed: 207.186 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 269], Speed: 190.059 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 279], Speed: 190.802 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 289], Speed: 197.318 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 299], Speed: 204.520 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 309], Speed: 219.463 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 319], Speed: 190.299 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 329], Speed: 204.056 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.046 [Epoch 59][Batch 339], Speed: 187.175 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 349], Speed: 203.990 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 359], Speed: 208.856 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 369], Speed: 222.797 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 379], Speed: 191.400 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 389], Speed: 201.370 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 399], Speed: 211.689 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 409], Speed: 194.897 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 419], Speed: 201.008 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 429], Speed: 217.174 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 439], Speed: 202.330 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 449], Speed: 197.749 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 459], Speed: 201.849 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.045 [Epoch 59][Batch 469], Speed: 193.277 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 479], Speed: 210.991 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 489], Speed: 226.382 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 499], Speed: 211.347 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 509], Speed: 199.469 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 519], Speed: 187.513 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 529], Speed: 201.776 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 539], Speed: 197.047 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 549], Speed: 213.214 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 559], Speed: 199.146 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 569], Speed: 197.935 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 579], Speed: 202.712 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 589], Speed: 204.246 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.044 [Epoch 59][Batch 599], Speed: 198.389 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 609], Speed: 227.923 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 619], Speed: 203.695 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 629], Speed: 197.586 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 639], Speed: 202.288 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 649], Speed: 192.556 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 659], Speed: 197.384 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 669], Speed: 217.615 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 679], Speed: 199.160 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 689], Speed: 198.086 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 699], Speed: 203.851 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 709], Speed: 194.198 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 719], Speed: 202.302 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 729], Speed: 212.353 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.043 [Epoch 59][Batch 739], Speed: 205.954 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 749], Speed: 186.526 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 759], Speed: 192.508 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 769], Speed: 201.477 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 779], Speed: 197.257 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 789], Speed: 210.646 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 799], Speed: 212.485 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 809], Speed: 215.531 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 819], Speed: 226.731 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 829], Speed: 202.095 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 839], Speed: 214.225 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 849], Speed: 229.378 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 859], Speed: 236.026 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 869], Speed: 195.624 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.042 [Epoch 59][Batch 879], Speed: 208.720 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 59][Batch 889], Speed: 209.108 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 59][Batch 899], Speed: 221.017 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 59][Batch 909], Speed: 203.148 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 59] Training cost: 592.266, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 9], Speed: 104.419 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.233, HeatmapFocal=2.041 [Epoch 60][Batch 19], Speed: 204.241 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.041 [Epoch 60][Batch 29], Speed: 213.735 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 39], Speed: 210.949 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 49], Speed: 221.200 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 59], Speed: 218.562 samples/sec, LR=0.0005, WHL1=0.307, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 69], Speed: 221.749 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.041 [Epoch 60][Batch 79], Speed: 224.854 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 89], Speed: 195.957 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.041 [Epoch 60][Batch 99], Speed: 197.049 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.040 [Epoch 60][Batch 109], Speed: 202.208 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 119], Speed: 204.604 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 129], Speed: 231.383 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 139], Speed: 205.894 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 149], Speed: 194.348 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 159], Speed: 199.912 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 169], Speed: 202.054 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 179], Speed: 196.525 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 189], Speed: 200.617 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 199], Speed: 198.962 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 209], Speed: 208.279 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 219], Speed: 216.799 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.040 [Epoch 60][Batch 229], Speed: 196.681 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 239], Speed: 211.757 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 249], Speed: 209.898 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 259], Speed: 207.059 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 269], Speed: 186.715 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 279], Speed: 192.396 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 289], Speed: 192.593 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 299], Speed: 197.993 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 309], Speed: 199.064 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 319], Speed: 201.773 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 329], Speed: 203.345 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.039 [Epoch 60][Batch 339], Speed: 206.081 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.039 [Epoch 60][Batch 349], Speed: 195.371 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 359], Speed: 211.571 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.039 [Epoch 60][Batch 369], Speed: 204.231 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 379], Speed: 216.242 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 389], Speed: 195.534 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 399], Speed: 191.702 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 409], Speed: 202.712 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 419], Speed: 193.749 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 429], Speed: 209.321 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 439], Speed: 194.653 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 449], Speed: 199.561 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 459], Speed: 201.070 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 469], Speed: 202.346 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 479], Speed: 212.921 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 489], Speed: 199.632 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 499], Speed: 199.266 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.038 [Epoch 60][Batch 509], Speed: 193.056 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 519], Speed: 189.431 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 529], Speed: 199.298 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 539], Speed: 213.381 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 549], Speed: 194.829 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 559], Speed: 212.169 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 569], Speed: 196.411 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 579], Speed: 199.074 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 589], Speed: 196.021 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 599], Speed: 222.538 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 609], Speed: 219.867 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 619], Speed: 204.646 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 629], Speed: 202.720 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.037 [Epoch 60][Batch 639], Speed: 188.572 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.037 [Epoch 60][Batch 649], Speed: 200.387 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 659], Speed: 199.281 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 669], Speed: 218.554 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 679], Speed: 210.948 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.036 [Epoch 60][Batch 689], Speed: 187.440 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 699], Speed: 195.713 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 709], Speed: 205.780 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 719], Speed: 217.582 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 729], Speed: 201.515 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 739], Speed: 204.186 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 749], Speed: 196.188 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 759], Speed: 186.777 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 769], Speed: 193.747 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 779], Speed: 210.880 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.036 [Epoch 60][Batch 789], Speed: 223.417 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 799], Speed: 214.478 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 809], Speed: 206.345 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 819], Speed: 214.694 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 829], Speed: 211.740 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 839], Speed: 208.542 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 849], Speed: 215.229 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 859], Speed: 213.252 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 869], Speed: 197.144 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 879], Speed: 213.083 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 889], Speed: 219.205 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 899], Speed: 214.299 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60][Batch 909], Speed: 224.353 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60] Training cost: 590.615, WHL1=0.306, CenterRegL1=0.233, HeatmapFocal=2.035 [Epoch 60] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.389 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.235 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.063 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.227 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.339 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.369 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.568 person=35.2 bicycle=17.2 car=20.1 motorcycle=26.1 airplane=44.6 bus=47.3 train=47.2 truck=17.8 boat=9.1 traffic light=9.6 fire hydrant=44.9 stop sign=45.4 parking meter=25.0 bench=12.2 bird=14.6 cat=50.5 dog=42.1 horse=36.3 sheep=31.0 cow=33.5 elephant=48.6 bear=61.9 zebra=51.7 giraffe=50.9 backpack=4.4 umbrella=21.4 handbag=2.6 tie=12.8 suitcase=14.8 frisbee=33.8 skis=10.1 snowboard=12.9 sports ball=15.6 kite=19.1 baseball bat=9.6 baseball glove=16.4 skateboard=30.3 surfboard=15.5 tennis racket=23.2 bottle=15.6 wine glass=15.7 cup=19.1 fork=9.2 knife=2.4 spoon=3.0 bowl=23.0 banana=13.8 apple=5.6 sandwich=22.5 orange=19.1 broccoli=12.6 carrot=9.7 hot dog=12.8 pizza=32.1 donut=23.4 cake=18.0 chair=12.9 couch=29.1 potted plant=13.9 bed=32.9 dining table=19.2 toilet=47.6 tv=36.1 laptop=37.0 mouse=33.4 remote=6.3 keyboard=29.4 cell phone=14.2 microwave=32.7 oven=23.1 toaster=8.6 sink=16.7 refrigerator=30.4 book=2.1 clock=31.8 vase=19.1 scissors=11.1 teddy bear=27.2 hair drier=0.0 toothbrush=2.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =23.0 [Epoch 61][Batch 9], Speed: 97.909 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=2.034 [Epoch 61][Batch 19], Speed: 205.710 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 29], Speed: 200.528 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 39], Speed: 191.163 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.034 [Epoch 61][Batch 49], Speed: 211.973 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 59], Speed: 220.446 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 69], Speed: 216.675 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 79], Speed: 205.652 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 89], Speed: 209.316 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 99], Speed: 199.728 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 109], Speed: 206.703 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 119], Speed: 197.676 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 129], Speed: 220.724 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 139], Speed: 225.589 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.034 [Epoch 61][Batch 149], Speed: 203.627 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 159], Speed: 194.253 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 169], Speed: 196.171 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 179], Speed: 200.889 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 189], Speed: 221.296 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 199], Speed: 219.526 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.233, HeatmapFocal=2.033 [Epoch 61][Batch 209], Speed: 208.349 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.233, HeatmapFocal=2.033 [Epoch 61][Batch 219], Speed: 187.624 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.233, HeatmapFocal=2.033 [Epoch 61][Batch 229], Speed: 197.215 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 239], Speed: 211.255 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 249], Speed: 219.452 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 259], Speed: 207.390 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 269], Speed: 189.055 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 279], Speed: 197.863 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.033 [Epoch 61][Batch 289], Speed: 202.052 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 299], Speed: 203.063 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 309], Speed: 226.313 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 319], Speed: 217.408 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 329], Speed: 208.370 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 339], Speed: 200.595 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 349], Speed: 213.652 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 359], Speed: 189.490 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 369], Speed: 225.454 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 379], Speed: 225.527 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 389], Speed: 197.194 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 399], Speed: 198.039 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 409], Speed: 198.104 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 419], Speed: 198.771 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.032 [Epoch 61][Batch 429], Speed: 219.760 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 439], Speed: 210.562 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 449], Speed: 195.712 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 459], Speed: 191.182 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 469], Speed: 203.464 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 479], Speed: 206.733 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 489], Speed: 216.748 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 499], Speed: 212.329 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 509], Speed: 179.268 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 519], Speed: 197.410 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 529], Speed: 195.300 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 539], Speed: 216.849 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 549], Speed: 215.972 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 559], Speed: 197.238 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.031 [Epoch 61][Batch 569], Speed: 197.882 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 579], Speed: 199.821 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 589], Speed: 210.101 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 599], Speed: 217.292 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 609], Speed: 208.047 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 619], Speed: 212.864 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 629], Speed: 200.809 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 639], Speed: 200.016 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 649], Speed: 206.505 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 659], Speed: 200.268 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 669], Speed: 208.138 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 679], Speed: 192.803 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 689], Speed: 199.556 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 699], Speed: 184.948 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.030 [Epoch 61][Batch 709], Speed: 197.457 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 719], Speed: 200.531 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 729], Speed: 207.722 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 739], Speed: 217.273 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 749], Speed: 193.349 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 759], Speed: 191.988 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 769], Speed: 202.309 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 779], Speed: 194.068 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 789], Speed: 208.441 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 799], Speed: 214.171 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 809], Speed: 200.502 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 819], Speed: 219.371 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 829], Speed: 208.946 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 839], Speed: 210.253 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 849], Speed: 208.920 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.029 [Epoch 61][Batch 859], Speed: 226.406 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 61][Batch 869], Speed: 202.183 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 61][Batch 879], Speed: 217.994 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 61][Batch 889], Speed: 220.273 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 61][Batch 899], Speed: 217.303 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 61][Batch 909], Speed: 209.587 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 61] Training cost: 589.295, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 9], Speed: 103.522 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 19], Speed: 217.658 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 29], Speed: 198.718 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.233, HeatmapFocal=2.028 [Epoch 62][Batch 39], Speed: 209.723 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 49], Speed: 211.062 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 59], Speed: 213.538 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 69], Speed: 226.466 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 79], Speed: 210.832 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.028 [Epoch 62][Batch 89], Speed: 198.614 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 99], Speed: 208.891 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 109], Speed: 208.567 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 119], Speed: 194.318 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 129], Speed: 222.675 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 139], Speed: 216.239 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 149], Speed: 194.555 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 159], Speed: 204.440 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 169], Speed: 202.604 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 179], Speed: 211.739 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 189], Speed: 222.702 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 199], Speed: 201.128 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 209], Speed: 194.127 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 219], Speed: 202.405 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.027 [Epoch 62][Batch 229], Speed: 195.516 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 239], Speed: 207.337 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 249], Speed: 225.574 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 259], Speed: 197.290 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 269], Speed: 203.340 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 279], Speed: 199.999 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 289], Speed: 204.019 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 299], Speed: 205.026 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 309], Speed: 215.225 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 319], Speed: 203.245 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 329], Speed: 198.791 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 339], Speed: 210.376 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 349], Speed: 207.245 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 359], Speed: 200.180 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.026 [Epoch 62][Batch 369], Speed: 212.255 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 379], Speed: 191.481 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 389], Speed: 212.983 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 399], Speed: 203.317 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 409], Speed: 190.296 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 419], Speed: 205.825 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 429], Speed: 214.614 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 439], Speed: 190.613 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 449], Speed: 216.400 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 459], Speed: 215.331 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 469], Speed: 203.693 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 479], Speed: 212.519 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 489], Speed: 207.154 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 499], Speed: 205.039 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 509], Speed: 213.862 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.025 [Epoch 62][Batch 519], Speed: 215.263 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 529], Speed: 204.143 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 539], Speed: 216.959 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 549], Speed: 202.385 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 559], Speed: 214.580 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 569], Speed: 207.628 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 579], Speed: 230.242 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 589], Speed: 196.132 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 599], Speed: 216.037 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 609], Speed: 205.470 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 619], Speed: 212.374 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 629], Speed: 208.834 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 639], Speed: 231.083 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 649], Speed: 201.898 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.024 [Epoch 62][Batch 659], Speed: 222.228 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 669], Speed: 227.032 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 679], Speed: 205.673 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 689], Speed: 192.161 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 699], Speed: 216.762 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 709], Speed: 192.629 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 719], Speed: 213.605 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 729], Speed: 223.626 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 739], Speed: 190.764 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 749], Speed: 203.266 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 759], Speed: 225.062 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 769], Speed: 191.126 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 779], Speed: 216.537 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 789], Speed: 217.694 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.023 [Epoch 62][Batch 799], Speed: 216.190 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.023 [Epoch 62][Batch 809], Speed: 205.054 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 819], Speed: 220.033 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.022 [Epoch 62][Batch 829], Speed: 221.876 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.233, HeatmapFocal=2.022 [Epoch 62][Batch 839], Speed: 212.634 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 849], Speed: 213.923 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 859], Speed: 225.928 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 869], Speed: 209.127 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 879], Speed: 230.197 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 889], Speed: 205.743 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 899], Speed: 209.515 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62][Batch 909], Speed: 216.220 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 62] Training cost: 591.160, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 63][Batch 9], Speed: 135.928 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.022 [Epoch 63][Batch 19], Speed: 183.882 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=2.022 [Epoch 63][Batch 29], Speed: 204.546 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.022 [Epoch 63][Batch 39], Speed: 201.455 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 49], Speed: 202.056 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.231, HeatmapFocal=2.021 [Epoch 63][Batch 59], Speed: 213.131 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.021 [Epoch 63][Batch 69], Speed: 213.531 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 79], Speed: 220.188 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 89], Speed: 201.917 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 99], Speed: 215.215 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 109], Speed: 202.888 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 119], Speed: 202.966 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 129], Speed: 218.403 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 139], Speed: 213.499 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 149], Speed: 203.083 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 159], Speed: 204.741 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 169], Speed: 215.628 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 179], Speed: 191.642 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.021 [Epoch 63][Batch 189], Speed: 216.534 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 199], Speed: 221.514 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 209], Speed: 206.129 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 219], Speed: 199.637 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 229], Speed: 192.858 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 239], Speed: 209.508 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 249], Speed: 196.316 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 259], Speed: 206.046 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 269], Speed: 193.670 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 279], Speed: 201.642 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 289], Speed: 204.354 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 299], Speed: 202.093 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 309], Speed: 208.851 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 319], Speed: 208.251 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.020 [Epoch 63][Batch 329], Speed: 205.694 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 339], Speed: 195.336 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 349], Speed: 210.180 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 359], Speed: 208.533 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 369], Speed: 198.705 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 379], Speed: 228.213 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 389], Speed: 188.485 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 399], Speed: 203.724 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 409], Speed: 218.195 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 419], Speed: 181.189 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 429], Speed: 201.218 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 439], Speed: 223.789 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 449], Speed: 200.276 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 459], Speed: 202.619 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 469], Speed: 209.077 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.019 [Epoch 63][Batch 479], Speed: 193.404 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 489], Speed: 200.707 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 499], Speed: 222.677 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 509], Speed: 193.874 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 519], Speed: 193.120 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 529], Speed: 212.823 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 539], Speed: 205.955 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 549], Speed: 210.935 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 559], Speed: 225.517 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 569], Speed: 201.376 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 579], Speed: 213.506 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 589], Speed: 212.297 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 599], Speed: 205.414 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 609], Speed: 187.637 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 619], Speed: 229.014 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.018 [Epoch 63][Batch 629], Speed: 182.081 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 639], Speed: 201.404 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 649], Speed: 211.802 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 659], Speed: 201.000 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 669], Speed: 200.490 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 679], Speed: 226.732 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 689], Speed: 194.097 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 699], Speed: 204.544 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 709], Speed: 231.890 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 719], Speed: 195.570 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 729], Speed: 213.506 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 739], Speed: 214.444 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 749], Speed: 187.393 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 759], Speed: 199.344 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 769], Speed: 203.265 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.017 [Epoch 63][Batch 779], Speed: 191.314 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 789], Speed: 205.208 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 799], Speed: 215.960 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 809], Speed: 203.218 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 819], Speed: 202.763 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 829], Speed: 220.824 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 839], Speed: 211.440 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 849], Speed: 203.718 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 859], Speed: 220.083 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 869], Speed: 205.195 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 879], Speed: 205.347 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 889], Speed: 235.385 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 899], Speed: 205.459 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63][Batch 909], Speed: 198.775 samples/sec, LR=0.0005, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 63] Training cost: 586.594, WHL1=0.303, CenterRegL1=0.232, HeatmapFocal=2.016 [Epoch 64][Batch 9], Speed: 112.046 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.016 [Epoch 64][Batch 19], Speed: 170.197 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=2.015 [Epoch 64][Batch 29], Speed: 215.685 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 39], Speed: 194.935 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 49], Speed: 200.684 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=2.015 [Epoch 64][Batch 59], Speed: 219.519 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 69], Speed: 212.492 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 79], Speed: 226.282 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 89], Speed: 194.096 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 99], Speed: 198.689 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 109], Speed: 208.784 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 119], Speed: 199.182 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 129], Speed: 227.536 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 139], Speed: 212.276 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 149], Speed: 197.000 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.015 [Epoch 64][Batch 159], Speed: 219.273 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 169], Speed: 192.102 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 179], Speed: 207.577 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 189], Speed: 209.466 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 199], Speed: 193.981 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 209], Speed: 199.818 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 219], Speed: 227.793 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 229], Speed: 201.654 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 239], Speed: 206.393 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 249], Speed: 196.182 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 259], Speed: 208.406 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 269], Speed: 200.651 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 279], Speed: 218.150 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 289], Speed: 202.608 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 299], Speed: 196.309 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.014 [Epoch 64][Batch 309], Speed: 195.769 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 319], Speed: 210.264 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 329], Speed: 201.118 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 339], Speed: 219.493 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 349], Speed: 216.562 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 359], Speed: 203.608 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 369], Speed: 208.820 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 379], Speed: 203.953 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 389], Speed: 185.870 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 399], Speed: 219.108 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 409], Speed: 209.588 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 419], Speed: 189.385 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 429], Speed: 204.177 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 439], Speed: 217.655 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 449], Speed: 187.581 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 459], Speed: 207.497 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.013 [Epoch 64][Batch 469], Speed: 199.652 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 479], Speed: 206.530 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 489], Speed: 207.350 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 499], Speed: 200.474 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 509], Speed: 193.984 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 519], Speed: 219.710 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 529], Speed: 199.872 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 539], Speed: 207.694 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 549], Speed: 201.509 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 559], Speed: 213.478 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 569], Speed: 190.008 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 579], Speed: 215.760 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 589], Speed: 212.777 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 599], Speed: 199.832 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 609], Speed: 211.011 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.012 [Epoch 64][Batch 619], Speed: 232.046 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 629], Speed: 190.524 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 639], Speed: 217.405 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 649], Speed: 199.900 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 659], Speed: 203.205 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 669], Speed: 209.313 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 679], Speed: 207.717 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 689], Speed: 191.070 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 699], Speed: 223.690 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 709], Speed: 219.392 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 719], Speed: 200.794 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 729], Speed: 197.728 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 739], Speed: 209.783 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 749], Speed: 188.072 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 759], Speed: 207.376 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 769], Speed: 200.550 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.011 [Epoch 64][Batch 779], Speed: 203.417 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 789], Speed: 211.650 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 799], Speed: 224.843 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 809], Speed: 198.641 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 819], Speed: 212.955 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 829], Speed: 226.242 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 839], Speed: 222.230 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 849], Speed: 211.020 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 859], Speed: 221.238 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 869], Speed: 200.753 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 879], Speed: 209.484 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 889], Speed: 206.434 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 899], Speed: 221.268 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64][Batch 909], Speed: 227.675 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 64] Training cost: 587.530, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.010 [Epoch 65][Batch 9], Speed: 120.887 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.010 [Epoch 65][Batch 19], Speed: 181.635 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 29], Speed: 204.569 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 39], Speed: 192.149 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 49], Speed: 209.114 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 59], Speed: 213.019 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 69], Speed: 229.407 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 79], Speed: 228.148 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 89], Speed: 203.619 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 99], Speed: 206.138 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.233, HeatmapFocal=2.009 [Epoch 65][Batch 109], Speed: 209.140 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 119], Speed: 215.184 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 129], Speed: 221.844 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 139], Speed: 227.304 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 149], Speed: 199.715 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 159], Speed: 201.079 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.009 [Epoch 65][Batch 169], Speed: 203.141 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 179], Speed: 216.248 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 189], Speed: 207.126 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 199], Speed: 210.203 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 209], Speed: 185.333 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 219], Speed: 221.046 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 229], Speed: 216.405 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 239], Speed: 211.558 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 249], Speed: 185.594 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 259], Speed: 204.896 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 269], Speed: 185.215 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 279], Speed: 215.369 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 289], Speed: 219.109 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 299], Speed: 214.879 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 309], Speed: 208.201 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.008 [Epoch 65][Batch 319], Speed: 213.002 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 329], Speed: 203.730 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 339], Speed: 208.522 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 349], Speed: 215.866 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 359], Speed: 214.742 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 369], Speed: 191.998 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 379], Speed: 216.326 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 389], Speed: 199.542 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 399], Speed: 217.802 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 409], Speed: 203.340 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 419], Speed: 212.453 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 429], Speed: 212.673 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 439], Speed: 217.236 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 449], Speed: 199.049 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 459], Speed: 203.562 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.007 [Epoch 65][Batch 469], Speed: 214.841 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 479], Speed: 216.248 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 489], Speed: 201.199 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 499], Speed: 225.944 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 509], Speed: 199.747 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 519], Speed: 211.220 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 529], Speed: 219.503 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 539], Speed: 216.321 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 549], Speed: 212.735 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 559], Speed: 209.058 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 569], Speed: 191.712 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 579], Speed: 202.609 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 589], Speed: 218.036 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 599], Speed: 200.470 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 609], Speed: 207.757 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 619], Speed: 224.513 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.006 [Epoch 65][Batch 629], Speed: 190.442 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 639], Speed: 199.768 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 649], Speed: 214.759 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 659], Speed: 201.965 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 669], Speed: 203.423 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 679], Speed: 207.537 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 689], Speed: 184.023 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 699], Speed: 194.718 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 709], Speed: 215.573 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 719], Speed: 213.339 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 729], Speed: 206.644 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 739], Speed: 204.799 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 749], Speed: 183.296 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 759], Speed: 180.463 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 769], Speed: 216.551 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 779], Speed: 207.049 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.005 [Epoch 65][Batch 789], Speed: 195.817 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 799], Speed: 219.207 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 809], Speed: 198.284 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 819], Speed: 213.031 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 829], Speed: 211.633 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 839], Speed: 210.458 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 849], Speed: 214.654 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 859], Speed: 235.631 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 869], Speed: 207.695 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 879], Speed: 214.583 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 889], Speed: 224.631 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 899], Speed: 201.238 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65][Batch 909], Speed: 211.118 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 65] Training cost: 587.797, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=2.004 [Epoch 66][Batch 9], Speed: 117.733 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=2.004 [Epoch 66][Batch 19], Speed: 202.632 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=2.004 [Epoch 66][Batch 29], Speed: 211.529 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=2.004 [Epoch 66][Batch 39], Speed: 202.452 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=2.003 [Epoch 66][Batch 49], Speed: 188.510 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=2.003 [Epoch 66][Batch 59], Speed: 211.369 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=2.003 [Epoch 66][Batch 69], Speed: 227.027 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 79], Speed: 216.751 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 89], Speed: 199.154 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 99], Speed: 193.755 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 109], Speed: 194.662 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 119], Speed: 190.927 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 129], Speed: 215.098 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 139], Speed: 211.471 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 149], Speed: 205.933 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 159], Speed: 198.506 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 169], Speed: 194.069 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 179], Speed: 194.764 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=2.003 [Epoch 66][Batch 189], Speed: 201.322 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 199], Speed: 204.040 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 209], Speed: 204.648 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 219], Speed: 196.030 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 229], Speed: 202.058 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 239], Speed: 205.235 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 249], Speed: 223.815 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 259], Speed: 226.513 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 269], Speed: 195.124 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 279], Speed: 199.900 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 289], Speed: 190.185 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 299], Speed: 206.748 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 309], Speed: 213.067 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 319], Speed: 213.549 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 329], Speed: 199.411 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 339], Speed: 194.185 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.002 [Epoch 66][Batch 349], Speed: 195.541 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 359], Speed: 193.389 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 369], Speed: 217.062 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 379], Speed: 208.753 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 389], Speed: 192.607 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 399], Speed: 191.214 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 409], Speed: 201.583 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 419], Speed: 197.069 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 429], Speed: 228.107 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 439], Speed: 201.173 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 449], Speed: 197.586 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 459], Speed: 188.574 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 469], Speed: 194.785 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 479], Speed: 188.477 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 489], Speed: 208.382 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 499], Speed: 193.064 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.001 [Epoch 66][Batch 509], Speed: 188.806 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 519], Speed: 198.511 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 529], Speed: 204.552 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 539], Speed: 197.526 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 549], Speed: 224.205 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 559], Speed: 222.116 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 569], Speed: 201.461 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 579], Speed: 192.222 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 589], Speed: 195.996 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 599], Speed: 196.070 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 609], Speed: 217.568 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 619], Speed: 230.279 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 629], Speed: 198.887 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 639], Speed: 198.939 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 649], Speed: 195.190 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 659], Speed: 206.074 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=2.000 [Epoch 66][Batch 669], Speed: 211.117 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 679], Speed: 210.534 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 689], Speed: 200.486 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 699], Speed: 202.681 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 709], Speed: 204.560 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 719], Speed: 192.045 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 729], Speed: 219.215 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 739], Speed: 210.159 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 749], Speed: 204.919 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 759], Speed: 190.840 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 769], Speed: 192.824 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 779], Speed: 209.668 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 789], Speed: 221.169 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 799], Speed: 226.837 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 809], Speed: 216.858 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 819], Speed: 207.160 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.999 [Epoch 66][Batch 829], Speed: 209.163 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 839], Speed: 188.416 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 849], Speed: 230.841 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 859], Speed: 216.252 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 869], Speed: 221.534 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 879], Speed: 211.196 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 889], Speed: 208.058 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 899], Speed: 205.880 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66][Batch 909], Speed: 216.483 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 66] Training cost: 587.650, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 67][Batch 9], Speed: 110.691 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.233, HeatmapFocal=1.998 [Epoch 67][Batch 19], Speed: 208.290 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.233, HeatmapFocal=1.998 [Epoch 67][Batch 29], Speed: 203.525 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.233, HeatmapFocal=1.998 [Epoch 67][Batch 39], Speed: 199.394 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 67][Batch 49], Speed: 195.984 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 67][Batch 59], Speed: 218.759 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 67][Batch 69], Speed: 212.849 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.998 [Epoch 67][Batch 79], Speed: 202.641 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.997 [Epoch 67][Batch 89], Speed: 184.967 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.997 [Epoch 67][Batch 99], Speed: 209.725 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.997 [Epoch 67][Batch 109], Speed: 205.483 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 119], Speed: 196.739 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 129], Speed: 216.153 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 139], Speed: 189.698 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 149], Speed: 200.167 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 159], Speed: 206.863 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 169], Speed: 196.227 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 179], Speed: 208.448 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 189], Speed: 211.602 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 199], Speed: 200.502 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 209], Speed: 199.341 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 219], Speed: 206.083 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 229], Speed: 205.141 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.997 [Epoch 67][Batch 239], Speed: 209.310 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 249], Speed: 211.301 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 259], Speed: 208.801 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 269], Speed: 189.657 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 279], Speed: 208.873 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 289], Speed: 207.042 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 299], Speed: 201.425 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 309], Speed: 224.752 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 319], Speed: 198.735 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 329], Speed: 194.454 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 339], Speed: 200.533 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 349], Speed: 197.348 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 359], Speed: 205.351 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 369], Speed: 214.525 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 379], Speed: 211.271 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 389], Speed: 198.125 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.996 [Epoch 67][Batch 399], Speed: 200.651 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 409], Speed: 202.148 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 419], Speed: 204.814 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 429], Speed: 230.805 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 439], Speed: 200.411 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 449], Speed: 202.589 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 459], Speed: 201.745 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 469], Speed: 202.284 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 479], Speed: 206.473 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 489], Speed: 216.600 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 499], Speed: 206.885 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 509], Speed: 197.304 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 519], Speed: 203.339 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 529], Speed: 205.757 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 539], Speed: 205.786 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 549], Speed: 216.491 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.995 [Epoch 67][Batch 559], Speed: 203.681 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 569], Speed: 195.599 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 579], Speed: 199.890 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 589], Speed: 208.234 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 599], Speed: 199.200 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 609], Speed: 222.073 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 619], Speed: 217.450 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 629], Speed: 195.872 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 639], Speed: 189.641 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 649], Speed: 194.307 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 659], Speed: 193.218 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 669], Speed: 205.203 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 679], Speed: 199.437 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 689], Speed: 188.410 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 699], Speed: 201.303 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 709], Speed: 203.971 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 719], Speed: 208.446 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.994 [Epoch 67][Batch 729], Speed: 223.637 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 739], Speed: 208.180 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 749], Speed: 196.595 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 759], Speed: 195.324 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 769], Speed: 202.254 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 779], Speed: 189.401 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 789], Speed: 214.169 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 799], Speed: 200.813 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 809], Speed: 205.866 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 819], Speed: 195.915 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 829], Speed: 223.833 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 839], Speed: 206.023 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 849], Speed: 217.811 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 859], Speed: 223.527 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 869], Speed: 202.958 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 879], Speed: 197.803 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 889], Speed: 190.814 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.993 [Epoch 67][Batch 899], Speed: 202.008 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 67][Batch 909], Speed: 214.395 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 67] Training cost: 590.693, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 9], Speed: 113.598 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 19], Speed: 202.525 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 29], Speed: 190.066 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 39], Speed: 188.141 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 49], Speed: 197.751 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 59], Speed: 220.797 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 69], Speed: 214.734 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 79], Speed: 202.907 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 89], Speed: 194.846 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 99], Speed: 199.701 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 109], Speed: 210.423 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 119], Speed: 207.181 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 129], Speed: 217.878 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 139], Speed: 202.352 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.992 [Epoch 68][Batch 149], Speed: 204.932 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 159], Speed: 191.884 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 169], Speed: 218.995 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 179], Speed: 200.159 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 189], Speed: 197.489 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 199], Speed: 214.931 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 209], Speed: 216.048 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 219], Speed: 189.669 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 229], Speed: 213.955 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 239], Speed: 213.804 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 249], Speed: 196.962 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 259], Speed: 205.807 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 269], Speed: 199.854 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 279], Speed: 200.974 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 289], Speed: 212.215 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 299], Speed: 195.817 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.991 [Epoch 68][Batch 309], Speed: 197.080 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 319], Speed: 219.235 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 329], Speed: 199.107 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 339], Speed: 193.261 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 349], Speed: 223.720 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 359], Speed: 206.787 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 369], Speed: 200.089 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 379], Speed: 222.138 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 389], Speed: 204.785 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 399], Speed: 193.930 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 409], Speed: 200.642 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 419], Speed: 203.366 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 429], Speed: 194.839 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 439], Speed: 209.982 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 449], Speed: 209.092 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 459], Speed: 202.024 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 469], Speed: 214.001 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.990 [Epoch 68][Batch 479], Speed: 190.236 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 489], Speed: 190.807 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 499], Speed: 195.768 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 509], Speed: 186.165 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 519], Speed: 201.689 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 529], Speed: 215.629 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 539], Speed: 198.884 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 549], Speed: 195.893 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 559], Speed: 192.339 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 569], Speed: 190.610 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 579], Speed: 198.245 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 589], Speed: 217.325 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 599], Speed: 207.666 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 609], Speed: 203.101 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 619], Speed: 196.389 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 629], Speed: 184.602 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 639], Speed: 198.305 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.989 [Epoch 68][Batch 649], Speed: 217.574 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 659], Speed: 205.743 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 669], Speed: 201.254 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 679], Speed: 219.587 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 689], Speed: 212.999 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 699], Speed: 195.625 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 709], Speed: 225.922 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 719], Speed: 206.188 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 729], Speed: 191.612 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 739], Speed: 205.854 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 749], Speed: 211.070 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 759], Speed: 189.270 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 769], Speed: 227.811 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 779], Speed: 208.888 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 789], Speed: 199.326 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 799], Speed: 203.546 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 809], Speed: 197.661 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.988 [Epoch 68][Batch 819], Speed: 198.597 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 829], Speed: 231.777 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 839], Speed: 224.906 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 849], Speed: 206.561 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 859], Speed: 227.387 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 869], Speed: 200.458 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 879], Speed: 204.421 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 889], Speed: 212.969 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 899], Speed: 222.967 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68][Batch 909], Speed: 222.866 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 68] Training cost: 589.011, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.987 [Epoch 69][Batch 9], Speed: 117.705 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.987 [Epoch 69][Batch 19], Speed: 193.079 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.987 [Epoch 69][Batch 29], Speed: 194.843 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.987 [Epoch 69][Batch 39], Speed: 199.457 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.987 [Epoch 69][Batch 49], Speed: 195.607 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.987 [Epoch 69][Batch 59], Speed: 220.977 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.987 [Epoch 69][Batch 69], Speed: 211.709 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 79], Speed: 208.608 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.986 [Epoch 69][Batch 89], Speed: 208.861 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.986 [Epoch 69][Batch 99], Speed: 209.592 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 109], Speed: 204.619 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 119], Speed: 208.304 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 129], Speed: 213.585 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 139], Speed: 201.998 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 149], Speed: 200.116 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 159], Speed: 206.954 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 169], Speed: 190.219 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 179], Speed: 197.973 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 189], Speed: 232.106 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 199], Speed: 202.498 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 209], Speed: 208.377 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 219], Speed: 216.179 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 229], Speed: 205.573 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.986 [Epoch 69][Batch 239], Speed: 194.784 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 249], Speed: 209.776 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 259], Speed: 194.048 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 269], Speed: 197.076 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 279], Speed: 196.175 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 289], Speed: 201.538 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 299], Speed: 221.392 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 309], Speed: 219.282 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 319], Speed: 202.819 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 329], Speed: 206.616 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 339], Speed: 204.177 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 349], Speed: 206.527 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 359], Speed: 217.267 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 369], Speed: 211.118 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 379], Speed: 202.250 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 389], Speed: 197.766 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 399], Speed: 203.513 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.985 [Epoch 69][Batch 409], Speed: 202.757 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.984 [Epoch 69][Batch 419], Speed: 203.277 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.984 [Epoch 69][Batch 429], Speed: 229.441 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.984 [Epoch 69][Batch 439], Speed: 221.276 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.984 [Epoch 69][Batch 449], Speed: 192.234 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.984 [Epoch 69][Batch 459], Speed: 200.154 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 469], Speed: 191.340 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 479], Speed: 211.322 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 489], Speed: 206.538 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 499], Speed: 208.088 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 509], Speed: 192.230 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 519], Speed: 195.403 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 529], Speed: 197.480 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 539], Speed: 206.845 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 549], Speed: 210.029 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 559], Speed: 225.224 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 569], Speed: 186.863 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 579], Speed: 189.044 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.984 [Epoch 69][Batch 589], Speed: 192.598 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 599], Speed: 215.049 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 609], Speed: 210.034 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 619], Speed: 199.252 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 629], Speed: 187.233 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 639], Speed: 195.139 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 649], Speed: 201.653 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 659], Speed: 207.481 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 669], Speed: 214.848 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 679], Speed: 204.941 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 689], Speed: 195.096 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 699], Speed: 200.548 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 709], Speed: 195.713 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 719], Speed: 195.548 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 729], Speed: 209.579 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 739], Speed: 213.156 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 749], Speed: 197.757 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.983 [Epoch 69][Batch 759], Speed: 196.039 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 769], Speed: 204.109 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 779], Speed: 208.355 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 789], Speed: 205.406 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 799], Speed: 222.878 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 809], Speed: 193.358 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 819], Speed: 194.283 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 829], Speed: 204.161 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 839], Speed: 202.202 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 849], Speed: 216.595 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 859], Speed: 209.286 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 869], Speed: 201.214 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 879], Speed: 203.651 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 889], Speed: 203.651 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 899], Speed: 209.635 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69][Batch 909], Speed: 214.216 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 69] Training cost: 588.705, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 70][Batch 9], Speed: 115.218 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.982 [Epoch 70][Batch 19], Speed: 209.216 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 29], Speed: 198.710 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 39], Speed: 200.188 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 49], Speed: 190.037 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 59], Speed: 208.465 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 69], Speed: 224.349 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 79], Speed: 209.739 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 89], Speed: 197.364 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 99], Speed: 194.294 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 109], Speed: 195.679 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 119], Speed: 206.206 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 129], Speed: 222.711 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 139], Speed: 211.925 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 149], Speed: 199.990 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 159], Speed: 194.943 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 169], Speed: 203.858 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 179], Speed: 227.136 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.981 [Epoch 70][Batch 189], Speed: 215.665 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 199], Speed: 224.218 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 209], Speed: 198.227 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 219], Speed: 212.735 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 229], Speed: 204.721 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 239], Speed: 207.765 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 249], Speed: 213.852 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 259], Speed: 211.457 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 269], Speed: 188.725 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 279], Speed: 204.328 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 289], Speed: 207.240 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 299], Speed: 202.919 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 309], Speed: 221.261 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 319], Speed: 208.421 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 329], Speed: 202.945 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 339], Speed: 204.835 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 349], Speed: 205.900 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.980 [Epoch 70][Batch 359], Speed: 207.888 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 369], Speed: 221.979 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 379], Speed: 213.381 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 389], Speed: 195.696 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 399], Speed: 205.830 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 409], Speed: 198.861 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 419], Speed: 200.274 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 429], Speed: 205.608 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 439], Speed: 198.596 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 449], Speed: 194.691 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 459], Speed: 204.476 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 469], Speed: 191.736 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 479], Speed: 194.019 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 489], Speed: 200.741 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 499], Speed: 210.357 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 509], Speed: 184.249 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.979 [Epoch 70][Batch 519], Speed: 196.031 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.979 [Epoch 70][Batch 529], Speed: 199.955 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.978 [Epoch 70][Batch 539], Speed: 194.350 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 549], Speed: 197.179 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 559], Speed: 214.804 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.978 [Epoch 70][Batch 569], Speed: 193.075 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 579], Speed: 198.348 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 589], Speed: 197.632 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 599], Speed: 197.669 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 609], Speed: 210.670 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 619], Speed: 196.003 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 629], Speed: 188.244 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 639], Speed: 197.665 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 649], Speed: 201.611 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 659], Speed: 208.492 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 669], Speed: 217.152 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 679], Speed: 204.917 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 689], Speed: 200.055 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 699], Speed: 207.576 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.978 [Epoch 70][Batch 709], Speed: 208.998 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 719], Speed: 213.705 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 729], Speed: 198.620 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 739], Speed: 189.079 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 749], Speed: 191.532 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 759], Speed: 200.497 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 769], Speed: 201.981 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 779], Speed: 191.345 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 789], Speed: 218.813 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 799], Speed: 199.275 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 809], Speed: 197.749 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 819], Speed: 206.434 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 829], Speed: 198.674 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 839], Speed: 220.879 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 849], Speed: 219.038 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 859], Speed: 219.400 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 869], Speed: 200.747 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 879], Speed: 218.305 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.977 [Epoch 70][Batch 889], Speed: 209.542 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.976 [Epoch 70][Batch 899], Speed: 223.147 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.976 [Epoch 70][Batch 909], Speed: 213.513 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.976 [Epoch 70] Training cost: 587.607, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.976 [Epoch 70] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.221 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.061 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.370 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.221 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.333 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.563 person=34.0 bicycle=14.6 car=19.6 motorcycle=22.9 airplane=44.5 bus=41.9 train=42.5 truck=18.6 boat=10.2 traffic light=10.1 fire hydrant=45.6 stop sign=45.9 parking meter=26.3 bench=11.0 bird=14.4 cat=46.5 dog=40.0 horse=38.0 sheep=26.5 cow=30.4 elephant=47.2 bear=51.5 zebra=49.4 giraffe=52.6 backpack=4.1 umbrella=17.5 handbag=2.5 tie=13.4 suitcase=15.1 frisbee=33.0 skis=8.8 snowboard=13.2 sports ball=17.9 kite=17.4 baseball bat=9.9 baseball glove=16.6 skateboard=28.5 surfboard=15.9 tennis racket=24.0 bottle=15.2 wine glass=14.7 cup=18.4 fork=9.9 knife=3.6 spoon=1.9 bowl=20.5 banana=11.9 apple=8.0 sandwich=19.9 orange=18.6 broccoli=12.7 carrot=7.3 hot dog=16.7 pizza=32.3 donut=27.7 cake=21.4 chair=12.2 couch=20.8 potted plant=12.3 bed=15.7 dining table=12.6 toilet=44.9 tv=38.2 laptop=38.8 mouse=33.4 remote=6.2 keyboard=29.3 cell phone=14.6 microwave=31.4 oven=18.3 toaster=15.4 sink=18.8 refrigerator=25.2 book=2.8 clock=30.1 vase=21.1 scissors=10.1 teddy bear=29.6 hair drier=0.0 toothbrush=3.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =22.1 [Epoch 71][Batch 9], Speed: 111.139 samples/sec, LR=0.0005, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 19], Speed: 198.476 samples/sec, LR=0.0005, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 29], Speed: 209.440 samples/sec, LR=0.0005, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 39], Speed: 197.499 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 49], Speed: 206.146 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 59], Speed: 206.204 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 69], Speed: 222.872 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 79], Speed: 205.927 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 89], Speed: 209.100 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 99], Speed: 198.696 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 109], Speed: 198.788 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 119], Speed: 202.451 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 129], Speed: 227.309 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 139], Speed: 219.779 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.976 [Epoch 71][Batch 149], Speed: 221.556 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.975 [Epoch 71][Batch 159], Speed: 196.621 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.975 [Epoch 71][Batch 169], Speed: 189.963 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 179], Speed: 200.168 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 189], Speed: 205.024 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 199], Speed: 210.386 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 209], Speed: 215.664 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 219], Speed: 195.416 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 229], Speed: 197.402 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 239], Speed: 204.351 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 249], Speed: 195.773 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 259], Speed: 210.205 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 269], Speed: 207.804 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 279], Speed: 195.898 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 289], Speed: 199.943 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 299], Speed: 206.263 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 309], Speed: 200.900 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 319], Speed: 199.449 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.975 [Epoch 71][Batch 329], Speed: 203.235 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 339], Speed: 202.609 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 349], Speed: 206.303 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 359], Speed: 189.994 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 369], Speed: 207.470 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 379], Speed: 205.683 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 389], Speed: 197.298 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 399], Speed: 201.462 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 409], Speed: 188.308 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 419], Speed: 203.505 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 429], Speed: 201.871 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 439], Speed: 190.074 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 449], Speed: 195.500 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 459], Speed: 195.891 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 469], Speed: 211.313 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 479], Speed: 203.806 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 489], Speed: 208.752 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.974 [Epoch 71][Batch 499], Speed: 199.690 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 509], Speed: 190.868 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 519], Speed: 198.819 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 529], Speed: 199.634 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 539], Speed: 197.950 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 549], Speed: 202.740 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 559], Speed: 191.081 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 569], Speed: 199.797 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 579], Speed: 191.318 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 589], Speed: 203.882 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 599], Speed: 189.248 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 609], Speed: 207.056 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 619], Speed: 205.791 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 629], Speed: 186.693 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 639], Speed: 203.018 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 649], Speed: 216.707 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 659], Speed: 195.379 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 669], Speed: 199.222 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 679], Speed: 210.390 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.973 [Epoch 71][Batch 689], Speed: 188.460 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 699], Speed: 185.123 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 709], Speed: 207.237 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 719], Speed: 205.425 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 729], Speed: 207.944 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 739], Speed: 210.689 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 749], Speed: 188.222 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 759], Speed: 188.777 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 769], Speed: 212.945 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 779], Speed: 203.838 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 789], Speed: 203.389 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 799], Speed: 207.838 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 809], Speed: 202.460 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 819], Speed: 220.918 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 829], Speed: 213.070 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 839], Speed: 211.499 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 849], Speed: 210.153 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 859], Speed: 228.537 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 869], Speed: 200.517 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.972 [Epoch 71][Batch 879], Speed: 203.093 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 71][Batch 889], Speed: 212.834 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 71][Batch 899], Speed: 210.304 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 71][Batch 909], Speed: 211.800 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 71] Training cost: 590.592, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 9], Speed: 102.777 samples/sec, LR=0.0005, WHL1=0.304, CenterRegL1=0.235, HeatmapFocal=1.971 [Epoch 72][Batch 19], Speed: 208.160 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.234, HeatmapFocal=1.971 [Epoch 72][Batch 29], Speed: 203.338 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.233, HeatmapFocal=1.971 [Epoch 72][Batch 39], Speed: 215.619 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 49], Speed: 200.415 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.233, HeatmapFocal=1.971 [Epoch 72][Batch 59], Speed: 215.630 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 69], Speed: 225.348 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 79], Speed: 203.217 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 89], Speed: 192.625 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 99], Speed: 202.045 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 109], Speed: 201.222 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 119], Speed: 206.647 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 129], Speed: 224.740 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.971 [Epoch 72][Batch 139], Speed: 209.529 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 149], Speed: 200.057 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 159], Speed: 199.951 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 169], Speed: 206.265 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 179], Speed: 212.409 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 189], Speed: 205.200 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 199], Speed: 203.051 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 209], Speed: 204.400 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 219], Speed: 200.444 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 229], Speed: 202.067 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.970 [Epoch 72][Batch 239], Speed: 206.283 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 249], Speed: 203.497 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 259], Speed: 201.720 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 269], Speed: 192.475 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 279], Speed: 190.505 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 289], Speed: 200.875 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 299], Speed: 219.030 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 309], Speed: 189.592 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.970 [Epoch 72][Batch 319], Speed: 190.484 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 329], Speed: 207.930 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 339], Speed: 213.098 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 349], Speed: 201.553 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 359], Speed: 220.264 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 369], Speed: 194.244 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 379], Speed: 202.009 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 389], Speed: 208.176 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 399], Speed: 211.536 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 409], Speed: 197.276 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 419], Speed: 213.603 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 429], Speed: 193.832 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 439], Speed: 201.667 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 449], Speed: 201.746 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 459], Speed: 201.086 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 469], Speed: 205.838 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 479], Speed: 207.972 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 489], Speed: 206.191 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 499], Speed: 196.234 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.969 [Epoch 72][Batch 509], Speed: 201.250 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 519], Speed: 212.640 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 529], Speed: 203.314 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 539], Speed: 197.721 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 549], Speed: 187.991 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 559], Speed: 209.793 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 569], Speed: 199.248 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 579], Speed: 211.630 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 589], Speed: 202.311 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 599], Speed: 216.351 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 609], Speed: 204.634 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 619], Speed: 191.538 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 629], Speed: 206.282 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 639], Speed: 209.399 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 649], Speed: 199.854 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 659], Speed: 219.631 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 669], Speed: 193.453 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 679], Speed: 193.465 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.968 [Epoch 72][Batch 689], Speed: 205.094 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 699], Speed: 204.896 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 709], Speed: 201.476 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 719], Speed: 210.447 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 729], Speed: 207.022 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 739], Speed: 196.481 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 749], Speed: 202.291 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 759], Speed: 201.104 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 769], Speed: 193.687 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 779], Speed: 207.830 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 789], Speed: 204.167 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 799], Speed: 203.921 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 809], Speed: 206.105 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 819], Speed: 202.594 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 829], Speed: 206.745 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 839], Speed: 230.341 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 849], Speed: 214.512 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 859], Speed: 211.946 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 869], Speed: 204.651 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.967 [Epoch 72][Batch 879], Speed: 203.652 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 72][Batch 889], Speed: 204.130 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 72][Batch 899], Speed: 219.234 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 72][Batch 909], Speed: 232.927 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 72] Training cost: 590.931, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 9], Speed: 120.219 samples/sec, LR=0.0005, WHL1=0.280, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 19], Speed: 195.870 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 29], Speed: 204.635 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 39], Speed: 215.507 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 49], Speed: 205.025 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 59], Speed: 221.396 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 69], Speed: 219.436 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 79], Speed: 203.844 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 89], Speed: 201.160 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 99], Speed: 194.844 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.966 [Epoch 73][Batch 109], Speed: 192.855 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 119], Speed: 210.938 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 129], Speed: 209.354 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 139], Speed: 212.667 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.966 [Epoch 73][Batch 149], Speed: 207.951 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.965 [Epoch 73][Batch 159], Speed: 194.001 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 169], Speed: 202.463 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.965 [Epoch 73][Batch 179], Speed: 199.537 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 189], Speed: 219.139 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 199], Speed: 218.953 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 209], Speed: 209.845 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 219], Speed: 203.864 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 229], Speed: 214.628 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 239], Speed: 214.584 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 249], Speed: 203.630 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 259], Speed: 214.158 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 269], Speed: 211.527 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 279], Speed: 198.795 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 289], Speed: 206.847 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 299], Speed: 226.465 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 309], Speed: 200.166 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 319], Speed: 209.538 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 329], Speed: 209.673 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.965 [Epoch 73][Batch 339], Speed: 189.844 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 349], Speed: 209.057 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 359], Speed: 210.044 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 369], Speed: 197.553 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 379], Speed: 222.366 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 389], Speed: 198.141 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 399], Speed: 201.840 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 409], Speed: 198.206 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 419], Speed: 213.679 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 429], Speed: 208.758 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 439], Speed: 216.062 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 449], Speed: 218.682 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 459], Speed: 198.053 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 469], Speed: 219.832 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 479], Speed: 221.138 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 489], Speed: 210.538 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 499], Speed: 203.790 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 509], Speed: 206.518 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 519], Speed: 192.426 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.964 [Epoch 73][Batch 529], Speed: 212.926 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 539], Speed: 214.244 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 549], Speed: 202.771 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 559], Speed: 212.518 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 569], Speed: 199.804 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 579], Speed: 203.062 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 589], Speed: 213.872 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 599], Speed: 212.327 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 609], Speed: 208.863 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 619], Speed: 220.757 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 629], Speed: 210.300 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 639], Speed: 187.737 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 649], Speed: 190.980 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 659], Speed: 222.602 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 669], Speed: 210.032 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 679], Speed: 227.476 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 689], Speed: 200.043 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 699], Speed: 201.813 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 709], Speed: 211.969 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.963 [Epoch 73][Batch 719], Speed: 208.173 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 729], Speed: 206.729 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 739], Speed: 212.095 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 749], Speed: 209.420 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 759], Speed: 203.710 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 769], Speed: 216.660 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 779], Speed: 206.115 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 789], Speed: 202.905 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 799], Speed: 217.317 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 809], Speed: 206.690 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 819], Speed: 206.637 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 829], Speed: 219.693 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 839], Speed: 214.366 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 849], Speed: 233.852 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 859], Speed: 236.210 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 869], Speed: 207.180 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 879], Speed: 206.704 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 889], Speed: 224.418 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 899], Speed: 211.148 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73][Batch 909], Speed: 211.990 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.962 [Epoch 73] Training cost: 586.478, WHL1=0.297, CenterRegL1=0.232, HeatmapFocal=1.961 [Epoch 74][Batch 9], Speed: 118.785 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=1.961 [Epoch 74][Batch 19], Speed: 196.870 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=1.961 [Epoch 74][Batch 29], Speed: 206.489 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 39], Speed: 190.579 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 49], Speed: 194.305 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 59], Speed: 212.397 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 69], Speed: 225.727 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 79], Speed: 198.281 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 89], Speed: 194.182 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 99], Speed: 200.149 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 109], Speed: 192.220 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 119], Speed: 198.379 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 129], Speed: 216.115 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 139], Speed: 217.330 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 149], Speed: 203.519 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 159], Speed: 187.678 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 169], Speed: 184.411 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.961 [Epoch 74][Batch 179], Speed: 197.716 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 189], Speed: 221.368 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 199], Speed: 210.119 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 209], Speed: 190.845 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 219], Speed: 198.195 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 229], Speed: 196.060 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 239], Speed: 216.590 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 249], Speed: 206.334 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 259], Speed: 211.633 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 269], Speed: 193.125 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 279], Speed: 190.274 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 289], Speed: 201.472 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 299], Speed: 212.019 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 309], Speed: 212.677 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 319], Speed: 212.712 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 329], Speed: 206.392 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 339], Speed: 190.674 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 349], Speed: 189.215 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 359], Speed: 200.211 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.960 [Epoch 74][Batch 369], Speed: 211.130 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 379], Speed: 225.306 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 389], Speed: 201.904 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 399], Speed: 188.633 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 409], Speed: 195.976 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 419], Speed: 212.295 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 429], Speed: 201.312 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 439], Speed: 200.022 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 449], Speed: 199.365 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 459], Speed: 192.640 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 469], Speed: 202.333 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 479], Speed: 187.936 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 489], Speed: 195.321 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 499], Speed: 214.532 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 509], Speed: 175.945 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 519], Speed: 190.220 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 529], Speed: 191.618 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 539], Speed: 209.484 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 549], Speed: 207.951 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 559], Speed: 216.186 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.959 [Epoch 74][Batch 569], Speed: 189.714 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 579], Speed: 192.902 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 589], Speed: 206.443 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 599], Speed: 208.184 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 609], Speed: 200.276 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 619], Speed: 190.558 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 629], Speed: 195.407 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 639], Speed: 202.977 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 649], Speed: 192.444 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 659], Speed: 208.623 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 669], Speed: 210.743 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 679], Speed: 196.169 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 689], Speed: 198.977 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 699], Speed: 201.428 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 709], Speed: 202.708 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 719], Speed: 213.592 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 729], Speed: 210.338 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 739], Speed: 215.880 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 749], Speed: 186.936 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.958 [Epoch 74][Batch 759], Speed: 189.329 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 769], Speed: 204.240 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 779], Speed: 211.350 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 789], Speed: 208.629 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 799], Speed: 211.980 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 809], Speed: 203.439 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 819], Speed: 222.528 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 829], Speed: 205.684 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 839], Speed: 211.022 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 849], Speed: 217.038 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 859], Speed: 219.275 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 869], Speed: 200.100 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 879], Speed: 207.943 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 889], Speed: 223.181 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 899], Speed: 218.733 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74][Batch 909], Speed: 227.641 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 74] Training cost: 589.071, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.957 [Epoch 75][Batch 9], Speed: 102.843 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.233, HeatmapFocal=1.957 [Epoch 75][Batch 19], Speed: 206.084 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.233, HeatmapFocal=1.957 [Epoch 75][Batch 29], Speed: 206.626 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.957 [Epoch 75][Batch 39], Speed: 205.244 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 49], Speed: 195.384 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 59], Speed: 209.792 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 69], Speed: 217.773 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 79], Speed: 200.642 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 89], Speed: 199.429 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 99], Speed: 199.645 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 109], Speed: 207.196 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 119], Speed: 211.506 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 129], Speed: 227.296 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 139], Speed: 211.827 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 149], Speed: 200.758 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 159], Speed: 203.025 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 169], Speed: 215.322 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 179], Speed: 200.889 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 189], Speed: 195.855 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 199], Speed: 206.361 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 209], Speed: 201.176 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 219], Speed: 202.246 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.956 [Epoch 75][Batch 229], Speed: 221.740 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 239], Speed: 215.703 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 249], Speed: 196.687 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 259], Speed: 214.266 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 269], Speed: 201.857 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 279], Speed: 186.823 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 289], Speed: 211.604 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 299], Speed: 204.291 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 309], Speed: 213.645 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 319], Speed: 225.972 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 329], Speed: 193.754 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 339], Speed: 195.707 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 349], Speed: 223.727 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 359], Speed: 208.190 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 369], Speed: 201.815 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 379], Speed: 209.193 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 389], Speed: 186.590 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 399], Speed: 192.140 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 409], Speed: 216.789 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.955 [Epoch 75][Batch 419], Speed: 193.192 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 429], Speed: 203.503 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 439], Speed: 207.639 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 449], Speed: 187.368 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 459], Speed: 192.535 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 469], Speed: 211.714 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 479], Speed: 211.744 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 489], Speed: 204.085 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 499], Speed: 213.736 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 509], Speed: 193.299 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 519], Speed: 196.606 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 529], Speed: 216.886 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 539], Speed: 211.246 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 549], Speed: 211.498 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 559], Speed: 207.992 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 569], Speed: 195.295 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 579], Speed: 205.014 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 589], Speed: 210.122 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 599], Speed: 200.832 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.954 [Epoch 75][Batch 609], Speed: 214.863 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 619], Speed: 212.808 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 629], Speed: 193.301 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 639], Speed: 193.537 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 649], Speed: 209.155 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 659], Speed: 207.312 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 669], Speed: 201.516 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 679], Speed: 217.341 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 689], Speed: 193.988 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 699], Speed: 196.717 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 709], Speed: 218.033 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 719], Speed: 205.090 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 729], Speed: 214.986 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 739], Speed: 223.231 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 749], Speed: 201.072 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 759], Speed: 200.341 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 769], Speed: 217.760 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 779], Speed: 214.756 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 789], Speed: 200.678 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 799], Speed: 200.033 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.953 [Epoch 75][Batch 809], Speed: 197.376 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 819], Speed: 217.251 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 829], Speed: 203.345 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 839], Speed: 207.285 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 849], Speed: 207.009 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 859], Speed: 231.166 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 869], Speed: 206.610 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 879], Speed: 219.877 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 889], Speed: 213.719 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 899], Speed: 207.377 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75][Batch 909], Speed: 229.825 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 75] Training cost: 589.732, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 9], Speed: 107.887 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.235, HeatmapFocal=1.952 [Epoch 76][Batch 19], Speed: 197.913 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.233, HeatmapFocal=1.952 [Epoch 76][Batch 29], Speed: 201.652 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 39], Speed: 203.288 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 49], Speed: 187.051 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 59], Speed: 204.424 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 69], Speed: 214.964 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 79], Speed: 218.697 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 89], Speed: 197.379 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.952 [Epoch 76][Batch 99], Speed: 203.501 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.951 [Epoch 76][Batch 109], Speed: 203.186 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.951 [Epoch 76][Batch 119], Speed: 206.612 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.951 [Epoch 76][Batch 129], Speed: 229.605 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.951 [Epoch 76][Batch 139], Speed: 226.428 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.951 [Epoch 76][Batch 149], Speed: 200.949 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.951 [Epoch 76][Batch 159], Speed: 189.768 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 169], Speed: 204.563 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 179], Speed: 224.498 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 189], Speed: 211.449 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 199], Speed: 203.281 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 209], Speed: 193.832 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 219], Speed: 205.722 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 229], Speed: 216.769 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 239], Speed: 209.958 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 249], Speed: 224.929 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 259], Speed: 210.429 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 269], Speed: 193.130 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 279], Speed: 200.932 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.951 [Epoch 76][Batch 289], Speed: 215.795 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 299], Speed: 214.153 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 309], Speed: 207.204 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 319], Speed: 218.437 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 329], Speed: 200.438 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 339], Speed: 205.877 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 349], Speed: 225.280 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 359], Speed: 219.763 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 369], Speed: 212.723 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 379], Speed: 201.498 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 389], Speed: 199.863 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 399], Speed: 194.607 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 409], Speed: 210.000 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 419], Speed: 204.516 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 429], Speed: 211.611 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 439], Speed: 202.738 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 449], Speed: 207.562 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 459], Speed: 191.237 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 469], Speed: 207.568 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 479], Speed: 212.044 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.950 [Epoch 76][Batch 489], Speed: 230.111 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 499], Speed: 211.812 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 509], Speed: 199.080 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 519], Speed: 201.768 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 529], Speed: 217.508 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 539], Speed: 219.695 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 549], Speed: 216.320 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 559], Speed: 216.612 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 569], Speed: 205.230 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 579], Speed: 192.775 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 589], Speed: 213.305 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 599], Speed: 217.947 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 609], Speed: 209.830 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 619], Speed: 204.923 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 629], Speed: 179.457 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 639], Speed: 198.392 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 649], Speed: 210.675 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 659], Speed: 219.940 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 669], Speed: 225.242 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 679], Speed: 217.461 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 689], Speed: 191.229 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.949 [Epoch 76][Batch 699], Speed: 195.345 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 709], Speed: 217.297 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 719], Speed: 207.886 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 729], Speed: 224.993 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 739], Speed: 210.919 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 749], Speed: 188.638 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 759], Speed: 202.831 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 769], Speed: 217.526 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 779], Speed: 203.955 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 789], Speed: 226.316 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 799], Speed: 217.559 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 809], Speed: 211.889 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 819], Speed: 213.031 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 829], Speed: 213.452 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 839], Speed: 210.710 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 849], Speed: 211.493 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 859], Speed: 230.544 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 869], Speed: 196.380 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 879], Speed: 216.791 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 889], Speed: 201.814 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.948 [Epoch 76][Batch 899], Speed: 208.774 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 76][Batch 909], Speed: 218.470 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 76] Training cost: 588.217, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 9], Speed: 109.775 samples/sec, LR=0.0005, WHL1=0.302, CenterRegL1=0.229, HeatmapFocal=1.947 [Epoch 77][Batch 19], Speed: 200.881 samples/sec, LR=0.0005, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 29], Speed: 179.778 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 39], Speed: 198.150 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 49], Speed: 199.258 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 59], Speed: 213.701 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 69], Speed: 220.183 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 79], Speed: 206.280 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 89], Speed: 205.552 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 99], Speed: 215.973 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 109], Speed: 197.011 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 119], Speed: 189.917 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 129], Speed: 213.309 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 139], Speed: 209.254 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 149], Speed: 205.828 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 159], Speed: 194.276 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 169], Speed: 213.241 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.947 [Epoch 77][Batch 179], Speed: 198.855 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 189], Speed: 199.077 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 199], Speed: 206.301 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 209], Speed: 204.552 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 219], Speed: 199.581 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 229], Speed: 220.029 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 239], Speed: 207.816 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 249], Speed: 205.334 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 259], Speed: 207.859 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 269], Speed: 196.059 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 279], Speed: 195.349 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 289], Speed: 215.950 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 299], Speed: 207.262 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 309], Speed: 206.356 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 319], Speed: 199.539 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 329], Speed: 203.233 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 339], Speed: 206.600 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 349], Speed: 222.482 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 359], Speed: 196.938 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 369], Speed: 204.322 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.946 [Epoch 77][Batch 379], Speed: 200.732 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 389], Speed: 194.427 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 399], Speed: 205.441 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 409], Speed: 195.339 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 419], Speed: 194.919 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 429], Speed: 200.384 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 439], Speed: 205.532 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 449], Speed: 203.510 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 459], Speed: 203.737 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 469], Speed: 222.555 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 479], Speed: 202.200 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 489], Speed: 213.507 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 499], Speed: 211.256 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 509], Speed: 197.379 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 519], Speed: 200.428 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 529], Speed: 206.389 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 539], Speed: 205.443 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 549], Speed: 197.540 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 559], Speed: 207.057 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 569], Speed: 187.449 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 579], Speed: 205.585 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.945 [Epoch 77][Batch 589], Speed: 219.689 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 599], Speed: 194.353 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 609], Speed: 204.545 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 619], Speed: 226.394 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 629], Speed: 196.497 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 639], Speed: 201.376 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 649], Speed: 207.867 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 659], Speed: 199.910 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 669], Speed: 209.945 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 679], Speed: 205.268 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 689], Speed: 201.216 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 699], Speed: 207.920 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 709], Speed: 214.349 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 719], Speed: 194.889 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.944 [Epoch 77][Batch 729], Speed: 195.723 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 739], Speed: 202.079 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 749], Speed: 188.303 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.944 [Epoch 77][Batch 759], Speed: 200.429 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.944 [Epoch 77][Batch 769], Speed: 203.430 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.944 [Epoch 77][Batch 779], Speed: 205.609 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 789], Speed: 208.075 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.944 [Epoch 77][Batch 799], Speed: 223.025 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 77][Batch 809], Speed: 204.027 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.943 [Epoch 77][Batch 819], Speed: 213.699 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.943 [Epoch 77][Batch 829], Speed: 227.151 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.943 [Epoch 77][Batch 839], Speed: 216.882 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.943 [Epoch 77][Batch 849], Speed: 208.108 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.943 [Epoch 77][Batch 859], Speed: 212.487 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.232, HeatmapFocal=1.943 [Epoch 77][Batch 869], Speed: 189.945 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 77][Batch 879], Speed: 202.071 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 77][Batch 889], Speed: 225.359 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 77][Batch 899], Speed: 204.703 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 77][Batch 909], Speed: 214.597 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 77] Training cost: 588.558, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 9], Speed: 106.086 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=1.943 [Epoch 78][Batch 19], Speed: 213.824 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 29], Speed: 213.367 samples/sec, LR=0.0005, WHL1=0.300, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 39], Speed: 198.755 samples/sec, LR=0.0005, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 49], Speed: 212.847 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 59], Speed: 226.956 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 69], Speed: 229.307 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 79], Speed: 194.410 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.943 [Epoch 78][Batch 89], Speed: 204.166 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 99], Speed: 183.553 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 109], Speed: 207.248 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 119], Speed: 200.886 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 129], Speed: 221.628 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 139], Speed: 210.138 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 149], Speed: 188.728 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 159], Speed: 204.093 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 169], Speed: 219.212 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 179], Speed: 209.453 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 189], Speed: 212.911 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 199], Speed: 203.787 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 209], Speed: 206.396 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 219], Speed: 214.637 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 229], Speed: 223.925 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 239], Speed: 214.348 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 249], Speed: 213.036 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 259], Speed: 208.980 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 269], Speed: 191.647 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 279], Speed: 201.395 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.942 [Epoch 78][Batch 289], Speed: 205.977 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 299], Speed: 211.162 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 309], Speed: 204.035 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 319], Speed: 221.339 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 329], Speed: 191.056 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 339], Speed: 214.148 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 349], Speed: 210.149 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 359], Speed: 209.104 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 369], Speed: 194.654 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 379], Speed: 208.328 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 389], Speed: 192.475 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 399], Speed: 215.008 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 409], Speed: 221.705 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 419], Speed: 191.917 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 429], Speed: 211.730 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 439], Speed: 217.050 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 449], Speed: 193.098 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 459], Speed: 212.668 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 469], Speed: 217.526 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 479], Speed: 213.180 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 489], Speed: 199.616 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.941 [Epoch 78][Batch 499], Speed: 213.240 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 509], Speed: 193.136 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 519], Speed: 204.003 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 529], Speed: 214.708 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 539], Speed: 211.075 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 549], Speed: 210.577 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 559], Speed: 209.630 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 569], Speed: 202.287 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 579], Speed: 210.897 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 589], Speed: 228.063 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 599], Speed: 208.071 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 609], Speed: 210.730 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 619], Speed: 230.152 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 629], Speed: 204.243 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 639], Speed: 197.346 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 649], Speed: 210.612 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 659], Speed: 208.257 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 669], Speed: 218.076 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 679], Speed: 210.608 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 689], Speed: 185.562 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 699], Speed: 203.034 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.940 [Epoch 78][Batch 709], Speed: 197.773 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 719], Speed: 215.662 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 729], Speed: 225.690 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 739], Speed: 210.672 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 749], Speed: 193.505 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 759], Speed: 217.385 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 769], Speed: 197.130 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 779], Speed: 207.500 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 789], Speed: 222.154 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 799], Speed: 219.479 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 809], Speed: 220.403 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 819], Speed: 207.943 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 829], Speed: 208.568 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 839], Speed: 215.860 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 849], Speed: 209.547 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 859], Speed: 215.616 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 869], Speed: 198.946 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 879], Speed: 193.390 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 889], Speed: 204.371 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 899], Speed: 212.777 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78][Batch 909], Speed: 210.523 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 78] Training cost: 590.010, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.939 [Epoch 79][Batch 9], Speed: 107.347 samples/sec, LR=0.0005, WHL1=0.278, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 19], Speed: 218.689 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=1.938 [Epoch 79][Batch 29], Speed: 206.456 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 39], Speed: 206.834 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 49], Speed: 199.556 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 59], Speed: 207.551 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 69], Speed: 228.701 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 79], Speed: 191.843 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 89], Speed: 206.624 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 99], Speed: 196.531 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 109], Speed: 196.046 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 119], Speed: 201.983 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 129], Speed: 230.890 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 139], Speed: 209.755 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 149], Speed: 201.234 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 159], Speed: 199.856 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 169], Speed: 206.221 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 179], Speed: 211.744 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 189], Speed: 203.293 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 199], Speed: 199.599 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 209], Speed: 213.174 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.938 [Epoch 79][Batch 219], Speed: 192.602 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 229], Speed: 213.521 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 239], Speed: 208.830 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 249], Speed: 204.866 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 259], Speed: 200.326 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 269], Speed: 211.944 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 279], Speed: 199.241 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 289], Speed: 204.592 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 299], Speed: 206.937 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 309], Speed: 206.579 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 319], Speed: 203.931 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 329], Speed: 208.847 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 339], Speed: 202.764 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 349], Speed: 215.798 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 359], Speed: 204.234 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 369], Speed: 193.992 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 379], Speed: 194.926 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 389], Speed: 206.756 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 399], Speed: 198.543 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 409], Speed: 210.449 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 419], Speed: 202.506 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.937 [Epoch 79][Batch 429], Speed: 216.613 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 439], Speed: 203.368 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 449], Speed: 211.483 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 459], Speed: 189.145 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 469], Speed: 217.471 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 479], Speed: 208.740 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 489], Speed: 195.101 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 499], Speed: 202.674 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 509], Speed: 204.591 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 519], Speed: 191.212 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 529], Speed: 207.815 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 539], Speed: 203.814 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 549], Speed: 201.892 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 559], Speed: 213.452 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 569], Speed: 197.243 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 579], Speed: 188.840 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 589], Speed: 199.564 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 599], Speed: 204.241 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 609], Speed: 216.017 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 619], Speed: 217.171 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 629], Speed: 201.349 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 639], Speed: 184.874 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.936 [Epoch 79][Batch 649], Speed: 206.664 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 659], Speed: 193.284 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 669], Speed: 215.903 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 679], Speed: 197.289 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 689], Speed: 208.541 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 699], Speed: 193.078 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 709], Speed: 218.786 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 719], Speed: 207.541 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 729], Speed: 203.668 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 739], Speed: 206.830 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 749], Speed: 208.365 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 759], Speed: 197.463 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 769], Speed: 218.651 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 779], Speed: 195.761 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 789], Speed: 208.762 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 799], Speed: 205.102 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 809], Speed: 219.907 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 819], Speed: 205.970 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 829], Speed: 205.427 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 839], Speed: 209.874 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 849], Speed: 214.618 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 859], Speed: 206.182 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.935 [Epoch 79][Batch 869], Speed: 214.026 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 79][Batch 879], Speed: 204.088 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 79][Batch 889], Speed: 225.711 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 79][Batch 899], Speed: 209.801 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 79][Batch 909], Speed: 232.471 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 79] Training cost: 591.024, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 9], Speed: 109.681 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 19], Speed: 181.144 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 29], Speed: 216.425 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 39], Speed: 205.437 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 49], Speed: 198.155 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 59], Speed: 220.074 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 69], Speed: 209.973 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 79], Speed: 200.270 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 89], Speed: 196.819 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 99], Speed: 197.757 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 109], Speed: 205.941 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 119], Speed: 204.987 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 129], Speed: 233.595 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 139], Speed: 216.506 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.934 [Epoch 80][Batch 149], Speed: 203.717 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.934 [Epoch 80][Batch 159], Speed: 198.061 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 169], Speed: 200.509 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 179], Speed: 223.193 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 189], Speed: 215.568 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 199], Speed: 205.286 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 209], Speed: 203.044 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 219], Speed: 203.263 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 229], Speed: 214.319 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 239], Speed: 209.000 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 249], Speed: 208.128 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 259], Speed: 203.992 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 269], Speed: 195.142 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 279], Speed: 190.795 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 289], Speed: 199.641 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 299], Speed: 210.979 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 309], Speed: 217.468 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 319], Speed: 198.165 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 329], Speed: 193.637 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 339], Speed: 199.491 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 349], Speed: 199.369 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 359], Speed: 194.898 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.933 [Epoch 80][Batch 369], Speed: 206.168 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 379], Speed: 213.178 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 389], Speed: 193.167 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 399], Speed: 187.208 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 409], Speed: 200.448 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 419], Speed: 206.630 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 429], Speed: 218.177 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 439], Speed: 203.045 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 449], Speed: 199.586 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 459], Speed: 185.117 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 469], Speed: 215.361 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 479], Speed: 194.086 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 489], Speed: 198.440 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 499], Speed: 194.169 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 509], Speed: 187.162 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 519], Speed: 195.623 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 529], Speed: 222.746 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 539], Speed: 205.306 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 549], Speed: 220.802 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 559], Speed: 195.930 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 569], Speed: 197.345 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 579], Speed: 187.546 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.932 [Epoch 80][Batch 589], Speed: 209.852 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 599], Speed: 205.434 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 609], Speed: 203.030 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 619], Speed: 214.906 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 629], Speed: 197.053 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 639], Speed: 200.138 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 649], Speed: 207.830 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 659], Speed: 189.740 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 669], Speed: 219.603 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 679], Speed: 203.495 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 689], Speed: 198.993 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 699], Speed: 196.806 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 709], Speed: 227.766 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 719], Speed: 206.249 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 729], Speed: 217.324 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 739], Speed: 197.252 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 749], Speed: 191.536 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 759], Speed: 188.289 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 769], Speed: 212.808 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 779], Speed: 210.815 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 789], Speed: 213.729 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 799], Speed: 200.530 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.931 [Epoch 80][Batch 809], Speed: 212.392 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 819], Speed: 203.256 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 829], Speed: 221.087 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 839], Speed: 209.879 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 849], Speed: 230.392 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 859], Speed: 207.604 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 869], Speed: 200.029 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 879], Speed: 202.248 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 889], Speed: 205.035 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 899], Speed: 206.601 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80][Batch 909], Speed: 213.334 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80] Training cost: 590.610, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 80] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.235 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.241 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.064 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.230 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.588 person=35.6 bicycle=16.5 car=20.8 motorcycle=26.8 airplane=44.2 bus=46.3 train=51.4 truck=19.4 boat=11.2 traffic light=10.1 fire hydrant=47.3 stop sign=45.8 parking meter=28.2 bench=12.2 bird=17.5 cat=47.6 dog=41.8 horse=36.7 sheep=31.3 cow=29.3 elephant=46.7 bear=60.0 zebra=49.7 giraffe=53.7 backpack=4.4 umbrella=20.5 handbag=2.5 tie=12.9 suitcase=15.8 frisbee=34.9 skis=8.9 snowboard=13.6 sports ball=19.5 kite=17.6 baseball bat=10.5 baseball glove=18.2 skateboard=28.6 surfboard=17.9 tennis racket=23.4 bottle=15.1 wine glass=15.8 cup=19.1 fork=11.2 knife=4.1 spoon=2.1 bowl=23.4 banana=13.9 apple=5.9 sandwich=18.8 orange=19.2 broccoli=12.6 carrot=8.6 hot dog=20.9 pizza=32.3 donut=26.3 cake=18.8 chair=13.3 couch=30.5 potted plant=13.4 bed=28.8 dining table=17.3 toilet=48.5 tv=40.0 laptop=38.7 mouse=34.8 remote=6.6 keyboard=32.2 cell phone=16.0 microwave=36.7 oven=21.5 toaster=1.4 sink=19.9 refrigerator=37.8 book=1.5 clock=29.3 vase=20.0 scissors=9.6 teddy bear=29.1 hair drier=0.0 toothbrush=5.2 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =23.5 [Epoch 81][Batch 9], Speed: 117.087 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 81][Batch 19], Speed: 219.103 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=1.930 [Epoch 81][Batch 29], Speed: 194.166 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=1.930 [Epoch 81][Batch 39], Speed: 201.833 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 81][Batch 49], Speed: 205.831 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 81][Batch 59], Speed: 221.266 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.930 [Epoch 81][Batch 69], Speed: 226.648 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.930 [Epoch 81][Batch 79], Speed: 221.034 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 81][Batch 89], Speed: 203.237 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.930 [Epoch 81][Batch 99], Speed: 209.658 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.930 [Epoch 81][Batch 109], Speed: 204.050 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 119], Speed: 202.140 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 129], Speed: 216.466 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 139], Speed: 201.581 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 149], Speed: 203.652 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 159], Speed: 200.526 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 169], Speed: 205.868 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.929 [Epoch 81][Batch 179], Speed: 215.631 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 189], Speed: 208.950 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 199], Speed: 213.429 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 209], Speed: 204.019 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 219], Speed: 197.677 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 229], Speed: 218.631 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 239], Speed: 199.914 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 249], Speed: 192.755 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 259], Speed: 214.455 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 269], Speed: 194.202 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 279], Speed: 205.866 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 289], Speed: 207.720 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 299], Speed: 202.423 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 309], Speed: 210.741 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 319], Speed: 206.424 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.929 [Epoch 81][Batch 329], Speed: 201.887 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 339], Speed: 215.957 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 349], Speed: 207.852 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 359], Speed: 199.402 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 369], Speed: 190.496 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 379], Speed: 209.121 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 389], Speed: 190.491 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 399], Speed: 213.634 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 409], Speed: 201.386 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 419], Speed: 195.121 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 429], Speed: 210.448 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 439], Speed: 226.544 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 449], Speed: 200.545 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 459], Speed: 213.568 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 469], Speed: 220.425 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 479], Speed: 207.021 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.928 [Epoch 81][Batch 489], Speed: 200.750 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 499], Speed: 205.578 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 509], Speed: 192.375 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 519], Speed: 215.705 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 529], Speed: 214.766 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 539], Speed: 203.918 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.928 [Epoch 81][Batch 549], Speed: 206.965 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.927 [Epoch 81][Batch 559], Speed: 188.948 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.927 [Epoch 81][Batch 569], Speed: 192.673 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.927 [Epoch 81][Batch 579], Speed: 213.287 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 589], Speed: 219.656 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 599], Speed: 207.468 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 609], Speed: 208.575 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 619], Speed: 223.801 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 629], Speed: 196.574 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 639], Speed: 200.554 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 649], Speed: 214.446 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 659], Speed: 207.423 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 669], Speed: 190.584 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 679], Speed: 213.389 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 689], Speed: 196.381 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.927 [Epoch 81][Batch 699], Speed: 206.690 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 709], Speed: 218.286 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 719], Speed: 194.140 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 729], Speed: 207.772 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 739], Speed: 211.632 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 749], Speed: 190.731 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 759], Speed: 197.058 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 769], Speed: 215.568 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.927 [Epoch 81][Batch 779], Speed: 209.578 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 789], Speed: 202.467 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 799], Speed: 200.566 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.926 [Epoch 81][Batch 809], Speed: 201.591 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.232, HeatmapFocal=1.926 [Epoch 81][Batch 819], Speed: 202.341 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.232, HeatmapFocal=1.926 [Epoch 81][Batch 829], Speed: 229.687 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 839], Speed: 220.416 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 849], Speed: 215.169 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 859], Speed: 214.026 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 869], Speed: 199.923 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 879], Speed: 206.999 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 889], Speed: 210.285 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 899], Speed: 206.873 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81][Batch 909], Speed: 224.692 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 81] Training cost: 589.150, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 82][Batch 9], Speed: 110.185 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.230, HeatmapFocal=1.926 [Epoch 82][Batch 19], Speed: 200.795 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 82][Batch 29], Speed: 192.044 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 82][Batch 39], Speed: 202.731 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.232, HeatmapFocal=1.926 [Epoch 82][Batch 49], Speed: 185.961 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 82][Batch 59], Speed: 214.561 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.926 [Epoch 82][Batch 69], Speed: 203.227 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.926 [Epoch 82][Batch 79], Speed: 208.730 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.926 [Epoch 82][Batch 89], Speed: 194.820 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 99], Speed: 192.817 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 109], Speed: 196.271 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 119], Speed: 206.425 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 129], Speed: 227.741 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 139], Speed: 205.423 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 149], Speed: 198.821 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 159], Speed: 211.294 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 169], Speed: 204.659 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 179], Speed: 224.460 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 189], Speed: 211.082 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 199], Speed: 220.051 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 209], Speed: 204.902 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 219], Speed: 209.602 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 229], Speed: 188.974 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 239], Speed: 195.939 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 249], Speed: 208.867 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 259], Speed: 229.265 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 269], Speed: 206.539 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 279], Speed: 209.236 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 289], Speed: 202.456 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.925 [Epoch 82][Batch 299], Speed: 219.862 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 309], Speed: 215.082 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 319], Speed: 213.410 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 329], Speed: 206.966 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 339], Speed: 205.298 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 349], Speed: 191.721 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 359], Speed: 199.793 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 369], Speed: 198.696 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 379], Speed: 229.893 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 389], Speed: 197.370 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 399], Speed: 206.493 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 409], Speed: 203.753 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 419], Speed: 205.936 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 429], Speed: 214.982 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 439], Speed: 203.079 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 449], Speed: 207.149 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 459], Speed: 200.425 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 469], Speed: 194.627 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 479], Speed: 215.811 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 489], Speed: 203.182 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 499], Speed: 212.395 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 509], Speed: 199.251 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 519], Speed: 201.869 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.924 [Epoch 82][Batch 529], Speed: 190.764 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 539], Speed: 211.269 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 549], Speed: 208.725 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 559], Speed: 221.526 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 569], Speed: 197.712 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 579], Speed: 214.309 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 589], Speed: 191.746 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 599], Speed: 208.071 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 609], Speed: 196.674 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 619], Speed: 211.407 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 629], Speed: 209.534 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 639], Speed: 210.500 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 649], Speed: 190.842 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 659], Speed: 215.334 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 669], Speed: 213.579 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 679], Speed: 211.318 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 689], Speed: 197.397 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 699], Speed: 201.208 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 709], Speed: 193.464 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 719], Speed: 202.098 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 729], Speed: 195.969 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 739], Speed: 211.514 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 749], Speed: 203.952 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.923 [Epoch 82][Batch 759], Speed: 213.580 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 769], Speed: 193.232 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 779], Speed: 211.308 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 789], Speed: 203.436 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 799], Speed: 217.226 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 809], Speed: 206.163 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 819], Speed: 214.121 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 829], Speed: 201.373 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 839], Speed: 210.626 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 849], Speed: 213.473 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 859], Speed: 208.161 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 869], Speed: 208.697 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 879], Speed: 216.289 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 889], Speed: 223.633 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 899], Speed: 210.282 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82][Batch 909], Speed: 223.389 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 82] Training cost: 588.171, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 83][Batch 9], Speed: 136.444 samples/sec, LR=0.0005, WHL1=0.279, CenterRegL1=0.230, HeatmapFocal=1.922 [Epoch 83][Batch 19], Speed: 198.461 samples/sec, LR=0.0005, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.922 [Epoch 83][Batch 29], Speed: 202.511 samples/sec, LR=0.0005, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.922 [Epoch 83][Batch 39], Speed: 199.640 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 83][Batch 49], Speed: 205.721 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.922 [Epoch 83][Batch 59], Speed: 212.513 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=1.922 [Epoch 83][Batch 69], Speed: 216.711 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=1.922 [Epoch 83][Batch 79], Speed: 206.378 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=1.921 [Epoch 83][Batch 89], Speed: 195.789 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=1.921 [Epoch 83][Batch 99], Speed: 189.515 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=1.921 [Epoch 83][Batch 109], Speed: 204.368 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=1.921 [Epoch 83][Batch 119], Speed: 191.414 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 129], Speed: 223.932 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 139], Speed: 210.985 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 149], Speed: 192.921 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 159], Speed: 201.911 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 169], Speed: 213.502 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 179], Speed: 210.438 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 189], Speed: 220.818 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 199], Speed: 205.671 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 209], Speed: 197.040 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 219], Speed: 208.930 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 229], Speed: 198.542 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 239], Speed: 203.439 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 249], Speed: 221.445 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 259], Speed: 198.477 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 269], Speed: 176.012 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 279], Speed: 189.731 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 289], Speed: 203.684 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 299], Speed: 189.384 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.921 [Epoch 83][Batch 309], Speed: 219.546 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 319], Speed: 187.845 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 329], Speed: 201.255 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 339], Speed: 194.145 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 349], Speed: 211.038 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 359], Speed: 205.275 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 369], Speed: 215.907 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 379], Speed: 209.458 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 389], Speed: 195.179 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 399], Speed: 190.817 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 409], Speed: 208.613 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 419], Speed: 203.498 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 429], Speed: 220.710 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 439], Speed: 207.892 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 449], Speed: 201.035 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 459], Speed: 192.785 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 469], Speed: 202.791 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 479], Speed: 198.085 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 489], Speed: 205.922 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 499], Speed: 205.074 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 509], Speed: 195.304 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 519], Speed: 189.020 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.920 [Epoch 83][Batch 529], Speed: 208.741 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 539], Speed: 203.063 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 549], Speed: 205.367 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 559], Speed: 201.277 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 569], Speed: 211.338 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 579], Speed: 193.351 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 589], Speed: 216.705 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 599], Speed: 193.850 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 609], Speed: 205.802 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 619], Speed: 206.170 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 629], Speed: 190.942 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 639], Speed: 188.162 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 649], Speed: 215.581 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 659], Speed: 207.339 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 669], Speed: 225.314 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 679], Speed: 199.131 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 689], Speed: 198.185 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 699], Speed: 191.127 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 709], Speed: 203.515 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 719], Speed: 200.041 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 729], Speed: 220.690 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 739], Speed: 204.996 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 749], Speed: 196.728 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 759], Speed: 194.964 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.919 [Epoch 83][Batch 769], Speed: 219.879 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 779], Speed: 194.292 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 789], Speed: 222.562 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 799], Speed: 208.557 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 809], Speed: 197.049 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 819], Speed: 222.422 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 829], Speed: 223.340 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 839], Speed: 210.475 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 849], Speed: 205.816 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 859], Speed: 226.170 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 869], Speed: 212.586 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 879], Speed: 220.266 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 889], Speed: 205.994 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 899], Speed: 224.099 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83][Batch 909], Speed: 203.152 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 83] Training cost: 589.681, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 9], Speed: 105.196 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.232, HeatmapFocal=1.918 [Epoch 84][Batch 19], Speed: 203.386 samples/sec, LR=0.0005, WHL1=0.283, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 29], Speed: 202.352 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 39], Speed: 211.343 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 49], Speed: 204.391 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 59], Speed: 221.534 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 69], Speed: 205.485 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.918 [Epoch 84][Batch 79], Speed: 217.358 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 89], Speed: 193.184 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 99], Speed: 204.438 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 109], Speed: 205.254 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 119], Speed: 197.659 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 129], Speed: 232.892 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 139], Speed: 202.249 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 149], Speed: 197.501 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 159], Speed: 201.998 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 169], Speed: 199.412 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 179], Speed: 221.323 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 189], Speed: 212.851 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 199], Speed: 200.059 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 209], Speed: 201.709 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 219], Speed: 196.616 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 229], Speed: 214.918 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 239], Speed: 206.153 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 249], Speed: 205.336 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 259], Speed: 201.093 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 269], Speed: 205.764 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 279], Speed: 191.046 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 289], Speed: 213.056 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 299], Speed: 224.161 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.917 [Epoch 84][Batch 309], Speed: 190.156 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 319], Speed: 203.161 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 329], Speed: 188.976 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 339], Speed: 213.650 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 349], Speed: 209.820 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 359], Speed: 225.286 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 369], Speed: 192.040 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 379], Speed: 209.364 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 389], Speed: 196.748 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 399], Speed: 192.611 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 409], Speed: 184.672 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 419], Speed: 198.010 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 429], Speed: 215.820 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 439], Speed: 208.264 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 449], Speed: 202.564 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 459], Speed: 202.556 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 469], Speed: 205.049 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 479], Speed: 198.920 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 489], Speed: 194.459 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 499], Speed: 226.631 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 509], Speed: 184.919 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 519], Speed: 187.900 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 529], Speed: 203.904 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.916 [Epoch 84][Batch 539], Speed: 199.176 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 549], Speed: 211.773 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 559], Speed: 202.600 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 569], Speed: 201.087 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 579], Speed: 191.332 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 589], Speed: 205.115 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 599], Speed: 197.454 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 609], Speed: 207.283 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 619], Speed: 220.447 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 629], Speed: 190.179 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 639], Speed: 199.687 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 649], Speed: 196.497 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 659], Speed: 203.070 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 669], Speed: 210.940 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 679], Speed: 214.895 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 689], Speed: 196.707 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 699], Speed: 189.081 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 709], Speed: 204.441 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 719], Speed: 199.869 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 729], Speed: 196.437 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 739], Speed: 217.939 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 749], Speed: 183.981 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 759], Speed: 192.397 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 769], Speed: 193.575 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.915 [Epoch 84][Batch 779], Speed: 189.684 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 789], Speed: 220.227 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 799], Speed: 219.383 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 809], Speed: 199.979 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 819], Speed: 206.913 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 829], Speed: 205.885 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 839], Speed: 221.785 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 849], Speed: 227.103 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 859], Speed: 213.151 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 869], Speed: 196.660 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 879], Speed: 214.420 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 889], Speed: 205.512 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 899], Speed: 216.564 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84][Batch 909], Speed: 212.031 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 84] Training cost: 589.744, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 9], Speed: 114.208 samples/sec, LR=0.0005, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 19], Speed: 219.749 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.232, HeatmapFocal=1.914 [Epoch 85][Batch 29], Speed: 201.095 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 39], Speed: 211.507 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 49], Speed: 211.870 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 59], Speed: 217.468 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 69], Speed: 214.187 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.914 [Epoch 85][Batch 79], Speed: 202.762 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.914 [Epoch 85][Batch 89], Speed: 208.604 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.914 [Epoch 85][Batch 99], Speed: 199.846 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.230, HeatmapFocal=1.914 [Epoch 85][Batch 109], Speed: 196.745 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 119], Speed: 195.757 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 129], Speed: 227.370 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 139], Speed: 204.318 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 149], Speed: 199.154 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 159], Speed: 200.838 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 169], Speed: 193.813 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 179], Speed: 211.304 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 189], Speed: 201.886 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 199], Speed: 207.602 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 209], Speed: 194.161 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 219], Speed: 203.294 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 229], Speed: 203.370 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 239], Speed: 212.012 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 249], Speed: 211.972 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 259], Speed: 199.403 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 269], Speed: 187.361 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 279], Speed: 208.088 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 289], Speed: 205.989 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 299], Speed: 217.404 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 309], Speed: 200.096 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 319], Speed: 205.657 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 329], Speed: 193.771 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.913 [Epoch 85][Batch 339], Speed: 211.485 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 349], Speed: 201.874 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 359], Speed: 220.634 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 369], Speed: 211.363 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 379], Speed: 207.496 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 389], Speed: 187.722 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 399], Speed: 209.165 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 409], Speed: 195.177 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 419], Speed: 215.605 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 429], Speed: 212.440 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 439], Speed: 197.583 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 449], Speed: 197.854 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 459], Speed: 205.193 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 469], Speed: 196.962 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 479], Speed: 220.257 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 489], Speed: 215.084 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 499], Speed: 193.602 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 509], Speed: 193.860 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 519], Speed: 207.341 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 529], Speed: 189.199 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 539], Speed: 202.415 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 549], Speed: 202.643 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 559], Speed: 206.066 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.912 [Epoch 85][Batch 569], Speed: 193.236 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 579], Speed: 204.942 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 589], Speed: 200.286 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 599], Speed: 192.916 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 609], Speed: 216.306 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 619], Speed: 204.731 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 629], Speed: 195.807 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 639], Speed: 201.691 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 649], Speed: 190.619 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 659], Speed: 202.637 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 669], Speed: 207.719 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 679], Speed: 211.567 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 689], Speed: 192.668 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 699], Speed: 201.145 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 709], Speed: 200.095 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 719], Speed: 206.584 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 729], Speed: 209.654 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 739], Speed: 204.061 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 749], Speed: 194.107 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 759], Speed: 208.904 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 769], Speed: 191.184 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 779], Speed: 203.640 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 789], Speed: 207.050 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 799], Speed: 229.983 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 809], Speed: 194.302 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 85][Batch 819], Speed: 218.077 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 829], Speed: 208.705 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 839], Speed: 230.806 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 849], Speed: 208.928 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 859], Speed: 223.696 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 869], Speed: 190.502 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 879], Speed: 210.798 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 889], Speed: 201.634 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 899], Speed: 205.382 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85][Batch 909], Speed: 214.909 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 85] Training cost: 590.291, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 86][Batch 9], Speed: 107.612 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 19], Speed: 200.372 samples/sec, LR=0.0005, WHL1=0.278, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 29], Speed: 197.812 samples/sec, LR=0.0005, WHL1=0.283, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 39], Speed: 195.474 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 49], Speed: 223.715 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 59], Speed: 220.840 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 69], Speed: 229.177 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 79], Speed: 187.293 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 89], Speed: 208.160 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 99], Speed: 204.522 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.910 [Epoch 86][Batch 109], Speed: 198.919 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 119], Speed: 204.809 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 129], Speed: 212.771 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=1.910 [Epoch 86][Batch 139], Speed: 194.156 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 149], Speed: 192.153 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 159], Speed: 202.547 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 169], Speed: 194.156 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 179], Speed: 191.478 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 189], Speed: 224.472 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 199], Speed: 210.717 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 209], Speed: 201.146 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 219], Speed: 204.116 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 229], Speed: 194.349 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 239], Speed: 218.746 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 249], Speed: 211.215 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 259], Speed: 196.674 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 269], Speed: 199.974 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 279], Speed: 192.261 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 289], Speed: 202.389 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 299], Speed: 223.088 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 309], Speed: 213.108 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 319], Speed: 209.544 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 329], Speed: 196.271 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 339], Speed: 202.510 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 349], Speed: 201.464 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 359], Speed: 214.456 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 369], Speed: 224.815 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 379], Speed: 211.928 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.909 [Epoch 86][Batch 389], Speed: 192.908 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 399], Speed: 195.572 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 409], Speed: 205.219 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 419], Speed: 227.724 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 429], Speed: 225.299 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 439], Speed: 191.873 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 449], Speed: 185.284 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 459], Speed: 206.191 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 469], Speed: 202.810 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 479], Speed: 212.379 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 489], Speed: 229.662 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 499], Speed: 205.968 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 509], Speed: 190.988 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 519], Speed: 194.794 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 529], Speed: 217.576 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 539], Speed: 218.641 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 549], Speed: 201.168 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 559], Speed: 225.077 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 569], Speed: 197.026 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 579], Speed: 209.962 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 589], Speed: 220.145 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 599], Speed: 226.111 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 609], Speed: 222.972 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 619], Speed: 210.162 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.908 [Epoch 86][Batch 629], Speed: 188.436 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 639], Speed: 197.711 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 649], Speed: 214.862 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 659], Speed: 230.529 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 669], Speed: 204.393 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 679], Speed: 202.752 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 689], Speed: 197.884 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 699], Speed: 205.261 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 709], Speed: 204.698 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 719], Speed: 222.714 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 729], Speed: 222.678 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 739], Speed: 204.442 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 749], Speed: 197.313 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 759], Speed: 192.403 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 769], Speed: 206.646 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 779], Speed: 203.990 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 789], Speed: 191.516 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 799], Speed: 214.982 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 809], Speed: 202.064 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 819], Speed: 216.105 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 829], Speed: 214.790 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 839], Speed: 230.029 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 849], Speed: 199.706 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 859], Speed: 232.689 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 869], Speed: 210.311 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.907 [Epoch 86][Batch 879], Speed: 205.042 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 86][Batch 889], Speed: 205.568 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 86][Batch 899], Speed: 221.778 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 86][Batch 909], Speed: 200.479 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 86] Training cost: 588.954, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 9], Speed: 101.303 samples/sec, LR=0.0005, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.906 [Epoch 87][Batch 19], Speed: 216.380 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.230, HeatmapFocal=1.906 [Epoch 87][Batch 29], Speed: 204.810 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=1.906 [Epoch 87][Batch 39], Speed: 202.439 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=1.906 [Epoch 87][Batch 49], Speed: 200.368 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.230, HeatmapFocal=1.906 [Epoch 87][Batch 59], Speed: 209.648 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 69], Speed: 228.053 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 79], Speed: 200.729 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 89], Speed: 208.583 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 99], Speed: 212.032 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 109], Speed: 199.213 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 119], Speed: 184.932 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 129], Speed: 209.437 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 139], Speed: 208.708 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 149], Speed: 197.865 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 159], Speed: 212.670 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 169], Speed: 209.507 samples/sec, LR=0.0005, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 179], Speed: 212.282 samples/sec, LR=0.0005, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 189], Speed: 206.515 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 199], Speed: 199.843 samples/sec, LR=0.0005, WHL1=0.286, CenterRegL1=0.231, HeatmapFocal=1.906 [Epoch 87][Batch 209], Speed: 199.240 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 219], Speed: 224.617 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 229], Speed: 211.347 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 239], Speed: 220.272 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 249], Speed: 202.301 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 259], Speed: 227.156 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 269], Speed: 204.547 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 279], Speed: 212.038 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 289], Speed: 205.356 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 299], Speed: 214.743 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 309], Speed: 207.515 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 319], Speed: 217.388 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 329], Speed: 199.251 samples/sec, LR=0.0005, WHL1=0.287, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 339], Speed: 226.540 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 349], Speed: 200.926 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 359], Speed: 225.457 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 369], Speed: 194.391 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 379], Speed: 231.400 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 389], Speed: 195.352 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 399], Speed: 213.093 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 409], Speed: 206.622 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 419], Speed: 207.320 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 429], Speed: 204.241 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 439], Speed: 205.649 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 449], Speed: 200.398 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.905 [Epoch 87][Batch 459], Speed: 227.262 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 469], Speed: 222.112 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 479], Speed: 218.363 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 489], Speed: 202.904 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 499], Speed: 228.465 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 509], Speed: 189.899 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 519], Speed: 210.979 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 529], Speed: 200.142 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 539], Speed: 222.912 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 549], Speed: 193.980 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 559], Speed: 211.679 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 569], Speed: 189.379 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 579], Speed: 211.902 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 589], Speed: 210.193 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 599], Speed: 230.383 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 609], Speed: 203.627 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 619], Speed: 217.743 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 629], Speed: 185.509 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 639], Speed: 202.721 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 649], Speed: 203.414 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 659], Speed: 213.984 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 669], Speed: 195.606 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 679], Speed: 204.620 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 689], Speed: 199.637 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.904 [Epoch 87][Batch 699], Speed: 216.444 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 709], Speed: 224.467 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 719], Speed: 223.260 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 729], Speed: 201.182 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 739], Speed: 221.152 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 749], Speed: 197.682 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 759], Speed: 216.247 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 769], Speed: 201.064 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 779], Speed: 214.555 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 789], Speed: 196.375 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 799], Speed: 212.124 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 809], Speed: 205.297 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 819], Speed: 218.003 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 829], Speed: 210.589 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 839], Speed: 227.624 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 849], Speed: 209.845 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 859], Speed: 219.390 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 869], Speed: 211.827 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 879], Speed: 211.177 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 889], Speed: 213.275 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 899], Speed: 212.873 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87][Batch 909], Speed: 229.754 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 87] Training cost: 588.755, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 88][Batch 9], Speed: 100.771 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 88][Batch 19], Speed: 203.714 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 88][Batch 29], Speed: 196.635 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.903 [Epoch 88][Batch 39], Speed: 193.977 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.232, HeatmapFocal=1.902 [Epoch 88][Batch 49], Speed: 202.211 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=1.902 [Epoch 88][Batch 59], Speed: 220.067 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 69], Speed: 202.605 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 79], Speed: 220.816 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 89], Speed: 207.628 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 99], Speed: 199.668 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 109], Speed: 209.734 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 119], Speed: 205.959 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 129], Speed: 226.673 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 139], Speed: 220.503 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 149], Speed: 195.888 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 159], Speed: 196.621 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 169], Speed: 194.885 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 179], Speed: 214.908 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 189], Speed: 230.478 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 199], Speed: 208.589 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 209], Speed: 204.552 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 219], Speed: 195.408 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 229], Speed: 212.968 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 239], Speed: 196.787 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 249], Speed: 210.421 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 259], Speed: 230.675 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 269], Speed: 192.282 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 279], Speed: 201.363 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.902 [Epoch 88][Batch 289], Speed: 193.907 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 299], Speed: 208.318 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 309], Speed: 207.243 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 319], Speed: 199.828 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 329], Speed: 194.919 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 339], Speed: 194.633 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 349], Speed: 218.099 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 359], Speed: 198.042 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 369], Speed: 215.384 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 379], Speed: 211.919 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 389], Speed: 199.844 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 399], Speed: 190.829 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 409], Speed: 205.524 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 419], Speed: 207.155 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 429], Speed: 201.186 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 439], Speed: 209.640 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 449], Speed: 205.042 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 459], Speed: 204.568 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 469], Speed: 202.075 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 479], Speed: 216.190 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 489], Speed: 211.407 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 499], Speed: 209.669 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 509], Speed: 197.760 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 519], Speed: 192.773 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 529], Speed: 208.867 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.901 [Epoch 88][Batch 539], Speed: 208.571 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 549], Speed: 210.729 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 559], Speed: 207.685 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 569], Speed: 194.879 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 579], Speed: 196.575 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 589], Speed: 209.963 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 599], Speed: 209.239 samples/sec, LR=0.0005, WHL1=0.288, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 609], Speed: 206.214 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 619], Speed: 197.921 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 629], Speed: 191.303 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 639], Speed: 193.946 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 649], Speed: 202.628 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 659], Speed: 213.550 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 669], Speed: 228.721 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 679], Speed: 206.040 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 689], Speed: 195.405 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 699], Speed: 194.374 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 709], Speed: 193.345 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 719], Speed: 218.028 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 729], Speed: 221.909 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 739], Speed: 213.222 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 749], Speed: 194.323 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 759], Speed: 190.517 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 769], Speed: 202.172 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 779], Speed: 212.992 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.900 [Epoch 88][Batch 789], Speed: 211.260 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 799], Speed: 205.240 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 809], Speed: 203.319 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 819], Speed: 207.464 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 829], Speed: 207.121 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 839], Speed: 218.970 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 849], Speed: 208.532 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 859], Speed: 219.544 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 869], Speed: 212.406 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 879], Speed: 208.857 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 889], Speed: 203.534 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 899], Speed: 199.900 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88][Batch 909], Speed: 222.271 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 88] Training cost: 590.457, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 9], Speed: 118.991 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 19], Speed: 199.854 samples/sec, LR=0.0005, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 29], Speed: 206.410 samples/sec, LR=0.0005, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 39], Speed: 199.113 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.230, HeatmapFocal=1.899 [Epoch 89][Batch 49], Speed: 202.687 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=1.899 [Epoch 89][Batch 59], Speed: 206.522 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 69], Speed: 215.276 samples/sec, LR=0.0005, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 79], Speed: 214.654 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 89], Speed: 206.834 samples/sec, LR=0.0005, WHL1=0.294, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 99], Speed: 204.613 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 109], Speed: 206.145 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 119], Speed: 204.971 samples/sec, LR=0.0005, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 129], Speed: 232.341 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.899 [Epoch 89][Batch 139], Speed: 226.286 samples/sec, LR=0.0005, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 149], Speed: 203.740 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=1.898 [Epoch 89][Batch 159], Speed: 198.427 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 169], Speed: 219.654 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 179], Speed: 216.803 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 189], Speed: 198.833 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 199], Speed: 190.289 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 209], Speed: 199.934 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 219], Speed: 218.191 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 229], Speed: 233.284 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 239], Speed: 200.040 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 249], Speed: 206.975 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 259], Speed: 185.233 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 269], Speed: 187.355 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 279], Speed: 211.473 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 289], Speed: 201.357 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 299], Speed: 210.675 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 309], Speed: 210.325 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 319], Speed: 195.091 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 329], Speed: 198.475 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 339], Speed: 200.261 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 349], Speed: 202.719 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 359], Speed: 188.954 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 369], Speed: 226.659 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 379], Speed: 208.005 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.898 [Epoch 89][Batch 389], Speed: 193.367 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 399], Speed: 211.141 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 409], Speed: 212.214 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 419], Speed: 202.465 samples/sec, LR=0.0005, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 429], Speed: 215.518 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 439], Speed: 207.521 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 449], Speed: 199.125 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 459], Speed: 193.770 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 469], Speed: 204.898 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 479], Speed: 204.157 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 489], Speed: 215.951 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 499], Speed: 199.704 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 509], Speed: 191.764 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 519], Speed: 187.843 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 529], Speed: 215.332 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 539], Speed: 199.669 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 549], Speed: 219.673 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 559], Speed: 194.482 samples/sec, LR=0.0005, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 569], Speed: 201.004 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 579], Speed: 203.525 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 589], Speed: 203.686 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 599], Speed: 206.039 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 609], Speed: 224.582 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 619], Speed: 196.966 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 629], Speed: 199.970 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 639], Speed: 193.019 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.897 [Epoch 89][Batch 649], Speed: 208.792 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 659], Speed: 203.359 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 669], Speed: 208.846 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 679], Speed: 186.737 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 689], Speed: 194.946 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 699], Speed: 198.712 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 709], Speed: 215.114 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 719], Speed: 210.851 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 729], Speed: 220.121 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 739], Speed: 196.109 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 749], Speed: 193.640 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 759], Speed: 200.979 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 769], Speed: 227.963 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 779], Speed: 198.393 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 789], Speed: 207.198 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 799], Speed: 212.615 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 809], Speed: 194.946 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 819], Speed: 201.505 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 829], Speed: 213.223 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 839], Speed: 211.070 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 849], Speed: 227.335 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 859], Speed: 200.495 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 869], Speed: 208.398 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 879], Speed: 216.172 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 889], Speed: 211.259 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 899], Speed: 218.068 samples/sec, LR=0.0005, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89][Batch 909], Speed: 215.216 samples/sec, LR=5e-05, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.896 [Epoch 89] Training cost: 592.149, WHL1=0.290, CenterRegL1=0.231, HeatmapFocal=1.895 [Epoch 90][Batch 9], Speed: 140.769 samples/sec, LR=5e-05, WHL1=0.288, CenterRegL1=0.232, HeatmapFocal=1.895 [Epoch 90][Batch 19], Speed: 208.643 samples/sec, LR=5e-05, WHL1=0.284, CenterRegL1=0.231, HeatmapFocal=1.895 [Epoch 90][Batch 29], Speed: 197.259 samples/sec, LR=5e-05, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 39], Speed: 200.161 samples/sec, LR=5e-05, WHL1=0.285, CenterRegL1=0.231, HeatmapFocal=1.895 [Epoch 90][Batch 49], Speed: 211.052 samples/sec, LR=5e-05, WHL1=0.282, CenterRegL1=0.231, HeatmapFocal=1.895 [Epoch 90][Batch 59], Speed: 204.617 samples/sec, LR=5e-05, WHL1=0.281, CenterRegL1=0.231, HeatmapFocal=1.895 [Epoch 90][Batch 69], Speed: 214.564 samples/sec, LR=5e-05, WHL1=0.282, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 79], Speed: 211.844 samples/sec, LR=5e-05, WHL1=0.281, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 89], Speed: 196.231 samples/sec, LR=5e-05, WHL1=0.280, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 99], Speed: 194.012 samples/sec, LR=5e-05, WHL1=0.280, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 109], Speed: 195.491 samples/sec, LR=5e-05, WHL1=0.279, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 119], Speed: 218.354 samples/sec, LR=5e-05, WHL1=0.277, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 129], Speed: 206.351 samples/sec, LR=5e-05, WHL1=0.276, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 139], Speed: 221.429 samples/sec, LR=5e-05, WHL1=0.276, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 149], Speed: 188.437 samples/sec, LR=5e-05, WHL1=0.276, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 159], Speed: 210.558 samples/sec, LR=5e-05, WHL1=0.275, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 169], Speed: 192.092 samples/sec, LR=5e-05, WHL1=0.275, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 179], Speed: 208.925 samples/sec, LR=5e-05, WHL1=0.276, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 189], Speed: 205.988 samples/sec, LR=5e-05, WHL1=0.276, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 199], Speed: 203.132 samples/sec, LR=5e-05, WHL1=0.276, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 209], Speed: 186.352 samples/sec, LR=5e-05, WHL1=0.275, CenterRegL1=0.230, HeatmapFocal=1.895 [Epoch 90][Batch 219], Speed: 191.432 samples/sec, LR=5e-05, WHL1=0.275, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 229], Speed: 195.311 samples/sec, LR=5e-05, WHL1=0.274, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 239], Speed: 217.961 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 249], Speed: 212.273 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 259], Speed: 202.744 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 269], Speed: 196.496 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 279], Speed: 213.484 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 289], Speed: 207.984 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 299], Speed: 197.813 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 309], Speed: 211.433 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 319], Speed: 202.408 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 329], Speed: 199.189 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 339], Speed: 198.134 samples/sec, LR=5e-05, WHL1=0.273, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 349], Speed: 203.674 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 359], Speed: 223.933 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 369], Speed: 202.625 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 379], Speed: 189.493 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 389], Speed: 201.544 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 399], Speed: 205.042 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 409], Speed: 212.149 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.894 [Epoch 90][Batch 419], Speed: 205.637 samples/sec, LR=5e-05, WHL1=0.272, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 429], Speed: 212.095 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 439], Speed: 198.403 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 449], Speed: 188.002 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.229, HeatmapFocal=1.893 [Epoch 90][Batch 459], Speed: 192.464 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.229, HeatmapFocal=1.893 [Epoch 90][Batch 469], Speed: 197.365 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 479], Speed: 207.495 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 489], Speed: 214.453 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 499], Speed: 200.237 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 509], Speed: 192.684 samples/sec, LR=5e-05, WHL1=0.271, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 519], Speed: 196.355 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 529], Speed: 196.335 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 539], Speed: 209.770 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 549], Speed: 217.621 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 559], Speed: 204.958 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 569], Speed: 194.627 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 579], Speed: 202.070 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 589], Speed: 206.120 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 599], Speed: 207.991 samples/sec, LR=5e-05, WHL1=0.270, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 609], Speed: 208.117 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.230, HeatmapFocal=1.893 [Epoch 90][Batch 619], Speed: 192.859 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.230, HeatmapFocal=1.892 [Epoch 90][Batch 629], Speed: 182.933 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.230, HeatmapFocal=1.892 [Epoch 90][Batch 639], Speed: 201.755 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.230, HeatmapFocal=1.892 [Epoch 90][Batch 649], Speed: 206.044 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.230, HeatmapFocal=1.892 [Epoch 90][Batch 659], Speed: 222.879 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.230, HeatmapFocal=1.892 [Epoch 90][Batch 669], Speed: 205.253 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 679], Speed: 214.786 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 689], Speed: 180.232 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 699], Speed: 196.723 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 709], Speed: 202.810 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 719], Speed: 224.403 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 729], Speed: 209.203 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 739], Speed: 196.931 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 749], Speed: 186.494 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 759], Speed: 206.064 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 769], Speed: 193.508 samples/sec, LR=5e-05, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 779], Speed: 219.408 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 789], Speed: 225.789 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 799], Speed: 203.056 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 809], Speed: 210.538 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.892 [Epoch 90][Batch 819], Speed: 206.734 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 829], Speed: 206.356 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 839], Speed: 228.818 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 849], Speed: 233.145 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 859], Speed: 197.327 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 869], Speed: 194.375 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 879], Speed: 204.837 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 889], Speed: 204.558 samples/sec, LR=5e-05, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 899], Speed: 224.644 samples/sec, LR=5e-05, WHL1=0.267, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90][Batch 909], Speed: 222.335 samples/sec, LR=5e-05, WHL1=0.267, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90] Training cost: 596.374, WHL1=0.267, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 90] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.271 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.437 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.251 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.124 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633 person=37.8 bicycle=17.9 car=22.8 motorcycle=29.5 airplane=50.9 bus=50.2 train=55.4 truck=21.6 boat=12.0 traffic light=11.3 fire hydrant=53.1 stop sign=49.4 parking meter=35.0 bench=15.1 bird=18.8 cat=55.3 dog=48.5 horse=42.4 sheep=33.7 cow=36.0 elephant=52.1 bear=66.4 zebra=55.4 giraffe=57.1 backpack=4.7 umbrella=23.3 handbag=3.2 tie=15.9 suitcase=22.4 frisbee=39.1 skis=11.1 snowboard=17.5 sports ball=19.3 kite=22.4 baseball bat=10.9 baseball glove=17.4 skateboard=34.7 surfboard=23.6 tennis racket=26.3 bottle=18.2 wine glass=17.5 cup=21.6 fork=12.8 knife=4.6 spoon=4.8 bowl=24.8 banana=16.1 apple=9.2 sandwich=24.7 orange=21.9 broccoli=14.6 carrot=12.4 hot dog=21.4 pizza=37.2 donut=31.5 cake=25.3 chair=15.1 couch=35.9 potted plant=16.1 bed=34.1 dining table=21.4 toilet=53.1 tv=43.4 laptop=43.3 mouse=39.0 remote=8.0 keyboard=34.0 cell phone=18.2 microwave=38.9 oven=28.1 toaster=16.4 sink=23.6 refrigerator=43.1 book=2.8 clock=34.1 vase=23.3 scissors=14.4 teddy bear=33.6 hair drier=0.3 toothbrush=7.4 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =27.1 [Epoch 91][Batch 9], Speed: 101.028 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 91][Batch 19], Speed: 213.380 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 91][Batch 29], Speed: 202.480 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 91][Batch 39], Speed: 192.250 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.228, HeatmapFocal=1.891 [Epoch 91][Batch 49], Speed: 221.937 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 91][Batch 59], Speed: 209.898 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 91][Batch 69], Speed: 215.504 samples/sec, LR=5e-05, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 91][Batch 79], Speed: 207.706 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.891 [Epoch 91][Batch 89], Speed: 203.130 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 99], Speed: 208.239 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 109], Speed: 206.974 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 119], Speed: 204.378 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 129], Speed: 206.177 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 139], Speed: 203.087 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 149], Speed: 207.909 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 159], Speed: 219.027 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 169], Speed: 201.135 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 179], Speed: 207.888 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 189], Speed: 215.969 samples/sec, LR=5e-05, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 199], Speed: 198.039 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 209], Speed: 213.230 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 219], Speed: 215.190 samples/sec, LR=5e-05, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 229], Speed: 203.518 samples/sec, LR=5e-05, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 239], Speed: 211.087 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 249], Speed: 214.510 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 259], Speed: 190.640 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 269], Speed: 208.683 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 279], Speed: 201.793 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.890 [Epoch 91][Batch 289], Speed: 201.463 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 299], Speed: 194.541 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 309], Speed: 214.432 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 319], Speed: 199.146 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 329], Speed: 216.734 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 339], Speed: 213.124 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 349], Speed: 196.674 samples/sec, LR=5e-05, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 359], Speed: 195.206 samples/sec, LR=5e-05, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 369], Speed: 216.728 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 379], Speed: 187.100 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 389], Speed: 192.403 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 399], Speed: 198.003 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 409], Speed: 195.705 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 419], Speed: 194.632 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 429], Speed: 201.116 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 439], Speed: 198.351 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 449], Speed: 202.486 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 459], Speed: 213.219 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 469], Speed: 197.641 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.889 [Epoch 91][Batch 479], Speed: 200.435 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 489], Speed: 209.520 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 499], Speed: 201.309 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 509], Speed: 199.504 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 519], Speed: 199.826 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 529], Speed: 200.390 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 539], Speed: 186.657 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 549], Speed: 217.010 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 559], Speed: 204.681 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 569], Speed: 210.232 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 579], Speed: 204.101 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 589], Speed: 207.164 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 599], Speed: 188.919 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 609], Speed: 215.543 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 619], Speed: 199.157 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 629], Speed: 193.706 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 639], Speed: 211.372 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 649], Speed: 199.225 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.888 [Epoch 91][Batch 659], Speed: 194.075 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.228, HeatmapFocal=1.888 [Epoch 91][Batch 669], Speed: 208.284 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 679], Speed: 207.536 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 689], Speed: 201.753 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 699], Speed: 219.390 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 709], Speed: 187.907 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 719], Speed: 190.998 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 729], Speed: 218.578 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 739], Speed: 204.438 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 749], Speed: 196.088 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 759], Speed: 219.751 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 769], Speed: 195.401 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 779], Speed: 190.350 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 789], Speed: 206.204 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 799], Speed: 206.184 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 809], Speed: 207.112 samples/sec, LR=5e-05, WHL1=0.262, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 819], Speed: 208.563 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 829], Speed: 197.060 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 839], Speed: 215.118 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 849], Speed: 213.310 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 859], Speed: 230.264 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.887 [Epoch 91][Batch 869], Speed: 202.082 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 91][Batch 879], Speed: 211.553 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 91][Batch 889], Speed: 214.697 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 91][Batch 899], Speed: 218.983 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 91][Batch 909], Speed: 213.369 samples/sec, LR=5e-05, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 91] Training cost: 594.050, WHL1=0.261, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 92][Batch 9], Speed: 111.007 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 92][Batch 19], Speed: 207.933 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 29], Speed: 191.911 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 39], Speed: 190.683 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 92][Batch 49], Speed: 195.314 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 59], Speed: 214.384 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 69], Speed: 228.592 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 79], Speed: 219.478 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 89], Speed: 206.217 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.886 [Epoch 92][Batch 99], Speed: 189.631 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 92][Batch 109], Speed: 195.166 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 92][Batch 119], Speed: 198.127 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 92][Batch 129], Speed: 225.169 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.886 [Epoch 92][Batch 139], Speed: 225.108 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 149], Speed: 214.490 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 159], Speed: 196.390 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 169], Speed: 219.423 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 179], Speed: 208.681 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 189], Speed: 197.021 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 199], Speed: 208.341 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 209], Speed: 196.464 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 219], Speed: 200.343 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 229], Speed: 224.577 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 239], Speed: 207.825 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 249], Speed: 203.751 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 259], Speed: 223.017 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 269], Speed: 191.163 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 279], Speed: 188.444 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 289], Speed: 210.910 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 299], Speed: 207.811 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 309], Speed: 211.986 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 319], Speed: 227.048 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.885 [Epoch 92][Batch 329], Speed: 199.905 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 339], Speed: 196.228 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 349], Speed: 208.108 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 359], Speed: 208.859 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 369], Speed: 213.661 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 379], Speed: 223.839 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 389], Speed: 191.570 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 399], Speed: 185.958 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 409], Speed: 209.436 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 419], Speed: 199.927 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 429], Speed: 214.031 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 439], Speed: 228.805 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 449], Speed: 208.432 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 459], Speed: 196.041 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 469], Speed: 201.269 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 479], Speed: 205.043 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 489], Speed: 200.305 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 499], Speed: 210.718 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 509], Speed: 190.107 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.884 [Epoch 92][Batch 519], Speed: 188.831 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 529], Speed: 213.592 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 539], Speed: 200.336 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 549], Speed: 198.527 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 559], Speed: 214.771 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 569], Speed: 207.034 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 579], Speed: 194.093 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 589], Speed: 220.225 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 599], Speed: 208.298 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 92][Batch 609], Speed: 207.447 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 619], Speed: 211.522 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 92][Batch 629], Speed: 202.068 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 92][Batch 639], Speed: 199.831 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 92][Batch 649], Speed: 209.067 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 92][Batch 659], Speed: 209.456 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.883 [Epoch 92][Batch 669], Speed: 198.891 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 679], Speed: 214.533 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 689], Speed: 187.658 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 699], Speed: 193.817 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 709], Speed: 215.821 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.883 [Epoch 92][Batch 719], Speed: 206.777 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 729], Speed: 209.052 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 739], Speed: 228.368 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 749], Speed: 186.950 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 759], Speed: 199.943 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 769], Speed: 215.956 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 779], Speed: 210.818 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.882 [Epoch 92][Batch 789], Speed: 212.101 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 799], Speed: 226.100 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 809], Speed: 210.385 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 819], Speed: 208.331 samples/sec, LR=5e-05, WHL1=0.259, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 829], Speed: 212.709 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 839], Speed: 218.296 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 849], Speed: 226.526 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 859], Speed: 218.170 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 869], Speed: 208.491 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 879], Speed: 220.162 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 889], Speed: 209.414 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 899], Speed: 199.914 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.882 [Epoch 92][Batch 909], Speed: 230.332 samples/sec, LR=5e-05, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 92] Training cost: 587.074, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 9], Speed: 106.154 samples/sec, LR=5e-05, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 93][Batch 19], Speed: 208.395 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 93][Batch 29], Speed: 210.891 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 93][Batch 39], Speed: 182.140 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 93][Batch 49], Speed: 200.462 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 93][Batch 59], Speed: 212.614 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 69], Speed: 206.589 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 79], Speed: 193.166 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 89], Speed: 195.990 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 99], Speed: 195.752 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 109], Speed: 200.333 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 119], Speed: 210.188 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 129], Speed: 219.433 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 139], Speed: 207.838 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 149], Speed: 198.364 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 159], Speed: 195.090 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 169], Speed: 216.569 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 179], Speed: 213.301 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.881 [Epoch 93][Batch 189], Speed: 202.168 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 199], Speed: 216.384 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 209], Speed: 196.955 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 219], Speed: 201.542 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 229], Speed: 209.965 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 239], Speed: 215.655 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 249], Speed: 211.234 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 259], Speed: 198.856 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 269], Speed: 185.966 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 279], Speed: 193.311 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 289], Speed: 213.409 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 299], Speed: 218.144 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 309], Speed: 214.405 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 319], Speed: 209.856 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 329], Speed: 201.875 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 339], Speed: 190.667 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 349], Speed: 207.655 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 359], Speed: 218.079 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 369], Speed: 210.894 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.880 [Epoch 93][Batch 379], Speed: 204.286 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 389], Speed: 192.612 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 399], Speed: 198.310 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 409], Speed: 223.348 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 419], Speed: 207.342 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 429], Speed: 207.983 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 439], Speed: 194.267 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 449], Speed: 185.525 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 459], Speed: 191.592 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 469], Speed: 215.917 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 479], Speed: 209.846 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 489], Speed: 208.457 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 499], Speed: 220.744 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 509], Speed: 185.820 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 519], Speed: 197.716 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 529], Speed: 215.944 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 539], Speed: 201.771 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 549], Speed: 199.638 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 559], Speed: 183.056 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.879 [Epoch 93][Batch 569], Speed: 182.526 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 579], Speed: 203.437 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 589], Speed: 217.107 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 599], Speed: 217.469 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 609], Speed: 198.544 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 619], Speed: 198.719 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 629], Speed: 199.563 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 639], Speed: 194.085 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 649], Speed: 212.521 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 659], Speed: 211.984 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 669], Speed: 210.279 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 679], Speed: 202.527 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 689], Speed: 196.751 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 699], Speed: 192.314 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 709], Speed: 197.323 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 719], Speed: 198.937 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 729], Speed: 212.954 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 739], Speed: 188.083 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 749], Speed: 188.875 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.878 [Epoch 93][Batch 759], Speed: 193.962 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 769], Speed: 199.014 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 779], Speed: 222.066 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 789], Speed: 207.488 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 799], Speed: 196.823 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 809], Speed: 210.408 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 819], Speed: 200.637 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 829], Speed: 216.961 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 839], Speed: 229.428 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 849], Speed: 213.676 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 859], Speed: 214.618 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 869], Speed: 194.931 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 879], Speed: 203.894 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 889], Speed: 216.921 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 899], Speed: 218.454 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93][Batch 909], Speed: 233.661 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 93] Training cost: 591.301, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.877 [Epoch 94][Batch 9], Speed: 125.281 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.229, HeatmapFocal=1.877 [Epoch 94][Batch 19], Speed: 184.539 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.229, HeatmapFocal=1.877 [Epoch 94][Batch 29], Speed: 201.725 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.229, HeatmapFocal=1.877 [Epoch 94][Batch 39], Speed: 199.562 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 49], Speed: 209.671 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.229, HeatmapFocal=1.876 [Epoch 94][Batch 59], Speed: 217.772 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.229, HeatmapFocal=1.876 [Epoch 94][Batch 69], Speed: 224.371 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 79], Speed: 207.348 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 89], Speed: 210.771 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 99], Speed: 200.297 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 109], Speed: 200.784 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 119], Speed: 206.397 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 129], Speed: 213.864 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 139], Speed: 204.899 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 149], Speed: 200.615 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 159], Speed: 188.400 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 169], Speed: 204.332 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 179], Speed: 212.301 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 189], Speed: 209.952 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 199], Speed: 208.891 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 209], Speed: 195.876 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 219], Speed: 200.320 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 94][Batch 229], Speed: 215.522 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 239], Speed: 198.097 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 249], Speed: 208.962 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 259], Speed: 195.252 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 269], Speed: 194.033 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 279], Speed: 193.403 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 289], Speed: 211.856 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 299], Speed: 196.294 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 309], Speed: 216.583 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 319], Speed: 206.307 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 329], Speed: 187.370 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 339], Speed: 195.881 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 349], Speed: 227.882 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 359], Speed: 199.290 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 369], Speed: 200.358 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 379], Speed: 196.816 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 389], Speed: 194.490 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 399], Speed: 195.251 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 409], Speed: 205.407 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 419], Speed: 210.623 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.875 [Epoch 94][Batch 429], Speed: 203.008 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 439], Speed: 223.667 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 449], Speed: 181.486 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 459], Speed: 198.580 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 469], Speed: 221.309 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 479], Speed: 212.266 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 489], Speed: 217.027 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 499], Speed: 208.805 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 509], Speed: 194.403 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 519], Speed: 193.854 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 529], Speed: 200.333 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 539], Speed: 217.980 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 549], Speed: 221.159 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 559], Speed: 226.113 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 569], Speed: 191.395 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 579], Speed: 185.970 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 589], Speed: 210.942 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 599], Speed: 222.379 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 609], Speed: 218.118 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.874 [Epoch 94][Batch 619], Speed: 212.904 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 629], Speed: 190.603 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 639], Speed: 192.190 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 649], Speed: 198.676 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 659], Speed: 229.343 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 669], Speed: 220.394 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 679], Speed: 190.910 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 689], Speed: 198.316 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 699], Speed: 187.669 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 709], Speed: 200.038 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 719], Speed: 211.907 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 729], Speed: 209.195 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 739], Speed: 226.207 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 749], Speed: 189.458 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 759], Speed: 202.735 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 769], Speed: 206.963 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 779], Speed: 200.574 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 789], Speed: 211.120 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 799], Speed: 217.790 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.873 [Epoch 94][Batch 809], Speed: 195.651 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 819], Speed: 202.537 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 829], Speed: 223.646 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 839], Speed: 211.058 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 849], Speed: 213.355 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 859], Speed: 216.988 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 869], Speed: 192.299 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 879], Speed: 216.167 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 889], Speed: 229.026 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 899], Speed: 212.112 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94][Batch 909], Speed: 206.289 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 94] Training cost: 590.860, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 95][Batch 9], Speed: 109.857 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 95][Batch 19], Speed: 209.108 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 95][Batch 29], Speed: 216.138 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 95][Batch 39], Speed: 199.480 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 95][Batch 49], Speed: 203.426 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 95][Batch 59], Speed: 221.764 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 95][Batch 69], Speed: 214.133 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 95][Batch 79], Speed: 211.760 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.872 [Epoch 95][Batch 89], Speed: 182.800 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 95][Batch 99], Speed: 205.967 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 95][Batch 109], Speed: 199.019 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 95][Batch 119], Speed: 200.706 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 129], Speed: 207.144 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 139], Speed: 199.029 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 149], Speed: 199.171 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 159], Speed: 202.683 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 169], Speed: 202.051 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 179], Speed: 207.141 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 189], Speed: 209.470 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 199], Speed: 220.306 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 209], Speed: 191.225 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 219], Speed: 194.075 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 229], Speed: 210.417 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 239], Speed: 205.651 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 249], Speed: 204.970 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 259], Speed: 211.108 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 269], Speed: 186.947 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 279], Speed: 196.610 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.871 [Epoch 95][Batch 289], Speed: 196.564 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 299], Speed: 207.412 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 309], Speed: 203.346 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 319], Speed: 205.593 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 329], Speed: 189.348 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 339], Speed: 198.725 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 349], Speed: 196.884 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 359], Speed: 209.316 samples/sec, LR=5e-05, WHL1=0.256, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 369], Speed: 195.127 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 379], Speed: 206.232 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 389], Speed: 193.918 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 399], Speed: 203.196 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 409], Speed: 202.328 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 419], Speed: 206.678 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 429], Speed: 212.674 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 439], Speed: 206.524 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 449], Speed: 203.467 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 459], Speed: 194.202 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 469], Speed: 203.367 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.870 [Epoch 95][Batch 479], Speed: 195.490 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 489], Speed: 194.821 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 499], Speed: 202.476 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 509], Speed: 190.528 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 519], Speed: 201.095 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 529], Speed: 209.840 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 539], Speed: 198.520 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 549], Speed: 212.726 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 559], Speed: 204.332 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 569], Speed: 200.543 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 579], Speed: 204.124 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 589], Speed: 202.597 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 599], Speed: 193.858 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 609], Speed: 201.918 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 619], Speed: 211.478 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 629], Speed: 186.509 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 639], Speed: 201.837 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 649], Speed: 195.939 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 659], Speed: 189.698 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.869 [Epoch 95][Batch 669], Speed: 193.623 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 679], Speed: 204.442 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 689], Speed: 196.471 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 699], Speed: 191.325 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 709], Speed: 194.478 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 719], Speed: 192.746 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 729], Speed: 199.206 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 739], Speed: 218.738 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 749], Speed: 198.674 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 759], Speed: 193.409 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 769], Speed: 203.668 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 779], Speed: 191.178 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 789], Speed: 206.516 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 799], Speed: 200.944 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 809], Speed: 197.485 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 819], Speed: 199.171 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 829], Speed: 206.617 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 839], Speed: 208.997 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 849], Speed: 230.487 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 859], Speed: 236.634 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.868 [Epoch 95][Batch 869], Speed: 206.099 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 95][Batch 879], Speed: 203.842 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 95][Batch 889], Speed: 212.098 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 95][Batch 899], Speed: 210.520 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 95][Batch 909], Speed: 224.983 samples/sec, LR=5e-05, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 95] Training cost: 589.766, WHL1=0.255, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 9], Speed: 118.640 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.229, HeatmapFocal=1.867 [Epoch 96][Batch 19], Speed: 206.489 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.229, HeatmapFocal=1.867 [Epoch 96][Batch 29], Speed: 198.381 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 39], Speed: 185.062 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 49], Speed: 203.589 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 59], Speed: 204.871 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 69], Speed: 227.604 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 79], Speed: 209.354 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 89], Speed: 210.481 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 99], Speed: 191.198 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 109], Speed: 209.267 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 119], Speed: 214.354 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 129], Speed: 209.842 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 139], Speed: 188.240 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.867 [Epoch 96][Batch 149], Speed: 197.184 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 159], Speed: 196.733 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 169], Speed: 202.645 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 179], Speed: 211.772 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 189], Speed: 204.621 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 199], Speed: 206.668 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 209], Speed: 194.065 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 219], Speed: 206.214 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 229], Speed: 217.864 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 239], Speed: 205.218 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 249], Speed: 208.553 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 259], Speed: 224.312 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 269], Speed: 198.735 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 279], Speed: 202.669 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 289], Speed: 210.418 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 299], Speed: 195.907 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 309], Speed: 199.822 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 319], Speed: 209.922 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 329], Speed: 213.138 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 339], Speed: 199.980 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.866 [Epoch 96][Batch 349], Speed: 202.578 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 359], Speed: 190.353 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 369], Speed: 192.361 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 379], Speed: 212.677 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 389], Speed: 193.500 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 399], Speed: 202.244 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 409], Speed: 205.012 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 419], Speed: 207.995 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 429], Speed: 203.633 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 439], Speed: 197.486 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 449], Speed: 211.137 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 459], Speed: 198.096 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 469], Speed: 207.417 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 479], Speed: 202.446 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 489], Speed: 205.256 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 499], Speed: 206.322 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 509], Speed: 200.897 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 519], Speed: 189.438 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 529], Speed: 188.202 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 539], Speed: 194.694 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 96][Batch 549], Speed: 213.144 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 559], Speed: 201.081 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 569], Speed: 201.762 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 579], Speed: 187.386 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 589], Speed: 182.556 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 599], Speed: 207.319 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 609], Speed: 207.412 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 619], Speed: 216.647 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 629], Speed: 199.396 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 639], Speed: 196.828 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 649], Speed: 200.010 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 659], Speed: 198.673 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 669], Speed: 218.428 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 679], Speed: 207.657 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 689], Speed: 210.337 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 699], Speed: 195.248 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 709], Speed: 205.768 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 719], Speed: 204.737 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 729], Speed: 208.873 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 739], Speed: 202.511 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.864 [Epoch 96][Batch 749], Speed: 198.277 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 759], Speed: 189.373 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 769], Speed: 204.710 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 779], Speed: 201.500 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 789], Speed: 208.773 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 799], Speed: 222.343 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 809], Speed: 210.583 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 819], Speed: 210.965 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 829], Speed: 203.074 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 839], Speed: 211.753 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 849], Speed: 218.506 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 859], Speed: 225.526 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 869], Speed: 205.203 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 879], Speed: 205.978 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 889], Speed: 206.567 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 899], Speed: 220.165 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96][Batch 909], Speed: 211.884 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 96] Training cost: 589.644, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 97][Batch 9], Speed: 97.726 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.230, HeatmapFocal=1.863 [Epoch 97][Batch 19], Speed: 199.963 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.228, HeatmapFocal=1.863 [Epoch 97][Batch 29], Speed: 207.957 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 39], Speed: 205.447 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 49], Speed: 208.684 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 59], Speed: 215.786 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 69], Speed: 221.883 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 79], Speed: 210.941 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 89], Speed: 193.093 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 99], Speed: 202.387 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 109], Speed: 191.689 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 119], Speed: 210.682 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 129], Speed: 217.541 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 139], Speed: 207.449 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 149], Speed: 184.851 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 159], Speed: 205.574 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 169], Speed: 204.425 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 179], Speed: 226.807 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 189], Speed: 203.573 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.228, HeatmapFocal=1.862 [Epoch 97][Batch 199], Speed: 209.981 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 209], Speed: 189.539 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 219], Speed: 194.979 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 97][Batch 229], Speed: 209.542 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 239], Speed: 213.105 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 249], Speed: 202.146 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 259], Speed: 201.573 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 269], Speed: 192.005 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 279], Speed: 188.886 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 289], Speed: 189.469 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 299], Speed: 205.967 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 309], Speed: 212.401 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 319], Speed: 203.767 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 329], Speed: 188.178 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 339], Speed: 189.474 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 349], Speed: 209.555 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 359], Speed: 209.416 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 369], Speed: 194.970 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 379], Speed: 208.405 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 389], Speed: 193.742 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 399], Speed: 197.242 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 409], Speed: 199.043 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 97][Batch 419], Speed: 192.634 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 429], Speed: 201.223 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 439], Speed: 209.975 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 449], Speed: 196.715 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 459], Speed: 189.668 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 469], Speed: 207.999 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 479], Speed: 182.204 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 489], Speed: 210.408 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 499], Speed: 209.651 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 509], Speed: 197.655 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 519], Speed: 199.492 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 529], Speed: 206.739 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 539], Speed: 208.952 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 549], Speed: 206.987 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 559], Speed: 206.786 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 569], Speed: 185.086 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 579], Speed: 186.139 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 589], Speed: 194.041 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 599], Speed: 197.067 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 609], Speed: 211.878 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 97][Batch 619], Speed: 209.768 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 629], Speed: 192.161 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 639], Speed: 186.617 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 649], Speed: 183.293 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 659], Speed: 206.475 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 669], Speed: 206.759 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 679], Speed: 200.990 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 689], Speed: 176.884 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 699], Speed: 190.131 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 709], Speed: 197.567 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 719], Speed: 206.831 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 729], Speed: 197.776 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 739], Speed: 227.587 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 97][Batch 749], Speed: 195.052 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 759], Speed: 197.987 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 769], Speed: 200.596 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 779], Speed: 206.789 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 789], Speed: 202.203 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 799], Speed: 217.758 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 809], Speed: 197.935 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.859 [Epoch 97][Batch 819], Speed: 205.648 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 829], Speed: 215.964 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 839], Speed: 196.463 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 849], Speed: 212.044 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 859], Speed: 216.700 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 869], Speed: 201.555 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 879], Speed: 208.623 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 889], Speed: 221.021 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 899], Speed: 193.853 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97][Batch 909], Speed: 212.509 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 97] Training cost: 589.637, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.858 [Epoch 98][Batch 9], Speed: 111.142 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 98][Batch 19], Speed: 208.180 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 98][Batch 29], Speed: 214.016 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 39], Speed: 193.877 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 49], Speed: 207.816 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 59], Speed: 221.920 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 69], Speed: 217.797 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 79], Speed: 201.947 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 89], Speed: 200.555 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 98][Batch 99], Speed: 195.355 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 109], Speed: 206.537 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 119], Speed: 210.406 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 129], Speed: 229.486 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 139], Speed: 229.168 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 149], Speed: 201.222 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 159], Speed: 196.937 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 169], Speed: 217.332 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 179], Speed: 213.304 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 189], Speed: 187.317 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 199], Speed: 201.475 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 209], Speed: 202.431 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 219], Speed: 194.000 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 229], Speed: 205.203 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 239], Speed: 212.292 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 249], Speed: 201.511 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 259], Speed: 206.390 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 269], Speed: 186.539 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 279], Speed: 181.414 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.857 [Epoch 98][Batch 289], Speed: 207.819 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 98][Batch 299], Speed: 211.004 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 309], Speed: 197.805 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 319], Speed: 190.067 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 329], Speed: 187.201 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 339], Speed: 192.864 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 349], Speed: 190.561 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 359], Speed: 216.431 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 369], Speed: 206.759 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 379], Speed: 203.821 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 389], Speed: 197.013 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 399], Speed: 199.870 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 409], Speed: 203.622 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 419], Speed: 209.892 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 429], Speed: 191.278 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 439], Speed: 197.493 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 449], Speed: 200.532 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 459], Speed: 200.153 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 469], Speed: 194.858 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 479], Speed: 209.243 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 489], Speed: 202.720 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.856 [Epoch 98][Batch 499], Speed: 217.946 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 509], Speed: 198.004 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 519], Speed: 183.171 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 529], Speed: 196.165 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 539], Speed: 207.962 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 549], Speed: 202.364 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 559], Speed: 200.679 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 569], Speed: 198.798 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 579], Speed: 193.174 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 589], Speed: 201.350 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 599], Speed: 209.449 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 609], Speed: 210.855 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 619], Speed: 191.941 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 629], Speed: 192.460 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 639], Speed: 197.066 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 649], Speed: 188.506 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 659], Speed: 201.541 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 669], Speed: 202.259 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 679], Speed: 195.419 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 689], Speed: 194.018 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 699], Speed: 196.416 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.855 [Epoch 98][Batch 709], Speed: 199.113 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 719], Speed: 212.472 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 729], Speed: 208.006 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 739], Speed: 205.830 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 749], Speed: 192.694 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 759], Speed: 192.920 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 769], Speed: 201.595 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 779], Speed: 211.428 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 789], Speed: 213.239 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 799], Speed: 194.752 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 809], Speed: 203.920 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 819], Speed: 200.966 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 829], Speed: 224.366 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 839], Speed: 225.930 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 849], Speed: 212.214 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 859], Speed: 219.987 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 869], Speed: 190.597 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 879], Speed: 219.071 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 889], Speed: 201.786 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 899], Speed: 222.386 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.854 [Epoch 98][Batch 909], Speed: 237.207 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.853 [Epoch 98] Training cost: 590.765, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.853 [Epoch 99][Batch 9], Speed: 110.076 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 19], Speed: 208.934 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 29], Speed: 204.747 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.228, HeatmapFocal=1.853 [Epoch 99][Batch 39], Speed: 222.367 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 49], Speed: 204.734 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 59], Speed: 194.013 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 69], Speed: 220.262 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 79], Speed: 203.814 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 89], Speed: 196.802 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 99], Speed: 195.390 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 109], Speed: 212.989 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 119], Speed: 197.109 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 129], Speed: 220.144 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 139], Speed: 197.657 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 149], Speed: 189.234 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 159], Speed: 196.820 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 169], Speed: 209.488 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 179], Speed: 217.432 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 189], Speed: 204.128 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 99][Batch 199], Speed: 189.979 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 209], Speed: 190.514 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 219], Speed: 189.928 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 229], Speed: 204.340 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 239], Speed: 206.576 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 249], Speed: 216.524 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 259], Speed: 216.217 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 269], Speed: 198.197 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 279], Speed: 199.810 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 289], Speed: 208.479 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 299], Speed: 209.220 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 309], Speed: 211.158 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 319], Speed: 221.760 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 329], Speed: 192.549 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 339], Speed: 190.343 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 349], Speed: 213.229 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 359], Speed: 209.320 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 369], Speed: 218.899 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 379], Speed: 202.753 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 389], Speed: 196.426 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 99][Batch 399], Speed: 186.826 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 409], Speed: 197.465 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 419], Speed: 213.575 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 429], Speed: 212.875 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 439], Speed: 203.080 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 449], Speed: 202.311 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 459], Speed: 194.211 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 469], Speed: 194.896 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 479], Speed: 207.656 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 489], Speed: 215.895 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 499], Speed: 209.735 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 509], Speed: 187.265 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 519], Speed: 203.413 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 529], Speed: 216.827 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 539], Speed: 213.088 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 549], Speed: 223.126 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 559], Speed: 207.529 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 569], Speed: 184.763 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 579], Speed: 190.916 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 589], Speed: 219.162 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 99][Batch 599], Speed: 210.440 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 609], Speed: 223.279 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 619], Speed: 219.115 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 629], Speed: 193.576 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 639], Speed: 187.043 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 649], Speed: 216.040 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 659], Speed: 199.467 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 669], Speed: 230.682 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 679], Speed: 206.769 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 689], Speed: 188.674 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 699], Speed: 185.715 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 709], Speed: 221.394 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 719], Speed: 196.387 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 729], Speed: 195.939 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 739], Speed: 214.666 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 749], Speed: 191.939 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 759], Speed: 184.719 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 769], Speed: 216.402 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 779], Speed: 209.775 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 789], Speed: 216.648 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.850 [Epoch 99][Batch 799], Speed: 211.989 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 809], Speed: 205.048 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 819], Speed: 207.064 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 829], Speed: 195.728 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 839], Speed: 224.071 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 849], Speed: 208.693 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 859], Speed: 233.650 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 869], Speed: 214.924 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 879], Speed: 212.572 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 889], Speed: 210.078 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 899], Speed: 207.981 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99][Batch 909], Speed: 211.717 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 99] Training cost: 590.746, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 100][Batch 9], Speed: 116.124 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 100][Batch 19], Speed: 204.570 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 100][Batch 29], Speed: 196.854 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 100][Batch 39], Speed: 198.412 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 100][Batch 49], Speed: 213.273 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 100][Batch 59], Speed: 216.522 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 100][Batch 69], Speed: 204.047 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 100][Batch 79], Speed: 207.928 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.849 [Epoch 100][Batch 89], Speed: 206.864 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 99], Speed: 197.400 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 109], Speed: 209.595 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 119], Speed: 208.354 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 129], Speed: 223.254 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 139], Speed: 208.535 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 149], Speed: 198.962 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 159], Speed: 209.628 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 169], Speed: 194.431 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 179], Speed: 208.038 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 189], Speed: 195.567 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 199], Speed: 205.513 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 209], Speed: 194.376 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 219], Speed: 207.285 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 229], Speed: 202.654 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 239], Speed: 208.317 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 249], Speed: 204.174 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 259], Speed: 199.980 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 269], Speed: 198.493 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 279], Speed: 204.302 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 289], Speed: 204.855 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.848 [Epoch 100][Batch 299], Speed: 193.337 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 309], Speed: 199.561 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 319], Speed: 192.925 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 329], Speed: 191.334 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 339], Speed: 220.076 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 349], Speed: 194.846 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 359], Speed: 203.368 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 369], Speed: 198.669 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 379], Speed: 212.187 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 389], Speed: 188.741 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 399], Speed: 202.079 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 409], Speed: 197.286 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 419], Speed: 198.141 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 429], Speed: 207.501 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 439], Speed: 191.049 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 449], Speed: 187.492 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 459], Speed: 215.494 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 469], Speed: 198.651 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 479], Speed: 202.793 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 489], Speed: 200.543 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 100][Batch 499], Speed: 196.885 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 509], Speed: 191.182 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 519], Speed: 218.293 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 529], Speed: 197.199 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 539], Speed: 195.152 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 549], Speed: 201.896 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 559], Speed: 193.228 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 569], Speed: 197.646 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 579], Speed: 215.210 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 589], Speed: 180.982 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 599], Speed: 200.698 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 609], Speed: 214.380 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 619], Speed: 206.683 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 629], Speed: 186.501 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 639], Speed: 203.034 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 649], Speed: 196.773 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 659], Speed: 197.657 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 669], Speed: 203.208 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 679], Speed: 195.214 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 689], Speed: 199.100 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 699], Speed: 210.270 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 100][Batch 709], Speed: 193.487 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 719], Speed: 202.064 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 729], Speed: 203.433 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 739], Speed: 195.405 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 749], Speed: 189.975 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 759], Speed: 202.775 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 769], Speed: 196.543 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 779], Speed: 186.164 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 789], Speed: 213.583 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 799], Speed: 211.158 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 809], Speed: 205.846 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 819], Speed: 209.472 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 829], Speed: 204.522 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 839], Speed: 205.342 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 849], Speed: 202.880 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 859], Speed: 218.303 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 869], Speed: 195.588 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 879], Speed: 220.890 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 889], Speed: 207.042 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 899], Speed: 217.861 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100][Batch 909], Speed: 214.301 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 100] Training cost: 591.558, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 100] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.282 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.078 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.256 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.644 person=38.7 bicycle=19.1 car=23.6 motorcycle=31.7 airplane=54.4 bus=51.9 train=57.5 truck=23.9 boat=13.0 traffic light=11.6 fire hydrant=52.2 stop sign=49.6 parking meter=35.6 bench=15.6 bird=19.9 cat=56.6 dog=51.7 horse=43.6 sheep=35.3 cow=37.9 elephant=54.0 bear=66.4 zebra=56.1 giraffe=58.3 backpack=4.8 umbrella=25.2 handbag=3.7 tie=17.1 suitcase=23.8 frisbee=40.2 skis=11.5 snowboard=17.7 sports ball=20.0 kite=23.9 baseball bat=12.5 baseball glove=18.9 skateboard=36.1 surfboard=24.7 tennis racket=27.5 bottle=19.2 wine glass=18.5 cup=22.7 fork=13.4 knife=5.5 spoon=4.7 bowl=26.6 banana=17.4 apple=10.2 sandwich=25.0 orange=22.4 broccoli=16.2 carrot=13.9 hot dog=24.6 pizza=37.5 donut=32.1 cake=26.2 chair=15.9 couch=37.9 potted plant=17.5 bed=38.8 dining table=22.5 toilet=57.9 tv=44.1 laptop=45.5 mouse=40.6 remote=8.9 keyboard=36.5 cell phone=19.1 microwave=39.0 oven=28.6 toaster=14.9 sink=24.1 refrigerator=45.7 book=3.2 clock=36.0 vase=23.6 scissors=15.4 teddy bear=33.0 hair drier=0.7 toothbrush=8.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.2 [Epoch 101][Batch 9], Speed: 116.116 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 19], Speed: 201.665 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 101][Batch 29], Speed: 199.952 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 101][Batch 39], Speed: 200.559 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 101][Batch 49], Speed: 207.091 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 101][Batch 59], Speed: 206.467 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 101][Batch 69], Speed: 225.957 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 101][Batch 79], Speed: 195.161 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 89], Speed: 207.847 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 99], Speed: 207.891 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 109], Speed: 198.946 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 119], Speed: 204.691 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 129], Speed: 229.706 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 139], Speed: 215.450 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 149], Speed: 201.227 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 159], Speed: 209.698 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 169], Speed: 208.333 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 179], Speed: 227.474 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 189], Speed: 212.897 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 199], Speed: 192.112 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.844 [Epoch 101][Batch 209], Speed: 205.775 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 219], Speed: 214.509 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 229], Speed: 197.090 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 239], Speed: 224.667 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 249], Speed: 212.792 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 101][Batch 259], Speed: 211.095 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 101][Batch 269], Speed: 194.280 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 279], Speed: 216.022 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 289], Speed: 203.162 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 299], Speed: 210.460 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 309], Speed: 226.534 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 319], Speed: 207.058 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 329], Speed: 191.236 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 339], Speed: 205.667 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 349], Speed: 202.893 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 101][Batch 359], Speed: 194.351 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 101][Batch 369], Speed: 219.768 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 101][Batch 379], Speed: 207.451 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 389], Speed: 185.150 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 399], Speed: 200.159 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 409], Speed: 200.830 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 101][Batch 419], Speed: 191.156 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 101][Batch 429], Speed: 217.577 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 101][Batch 439], Speed: 199.788 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 449], Speed: 184.662 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 101][Batch 459], Speed: 208.339 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.842 [Epoch 101][Batch 469], Speed: 219.277 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 479], Speed: 194.790 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 489], Speed: 199.670 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 499], Speed: 202.016 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 509], Speed: 199.687 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 519], Speed: 195.170 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 529], Speed: 218.361 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 539], Speed: 207.048 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 549], Speed: 192.971 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 559], Speed: 206.307 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 569], Speed: 187.515 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 579], Speed: 198.773 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 589], Speed: 207.099 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 599], Speed: 214.459 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 609], Speed: 214.737 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 619], Speed: 216.044 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 101][Batch 629], Speed: 190.665 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 639], Speed: 210.514 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 649], Speed: 210.503 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 659], Speed: 196.206 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 669], Speed: 208.492 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 679], Speed: 211.557 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 689], Speed: 195.525 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 699], Speed: 197.141 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 709], Speed: 200.569 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 719], Speed: 203.443 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 729], Speed: 198.234 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 739], Speed: 206.272 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 749], Speed: 191.029 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 759], Speed: 212.320 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 769], Speed: 210.165 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 779], Speed: 209.344 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 789], Speed: 213.956 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 799], Speed: 229.549 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 809], Speed: 201.346 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 819], Speed: 215.546 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 101][Batch 829], Speed: 210.619 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 839], Speed: 210.070 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 849], Speed: 221.308 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 859], Speed: 216.147 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 869], Speed: 197.368 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 879], Speed: 204.354 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 889], Speed: 209.073 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 899], Speed: 223.357 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101][Batch 909], Speed: 221.544 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 101] Training cost: 590.297, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 9], Speed: 103.938 samples/sec, LR=5e-05, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 19], Speed: 206.782 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 29], Speed: 196.671 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.228, HeatmapFocal=1.840 [Epoch 102][Batch 39], Speed: 199.187 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 49], Speed: 191.280 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 59], Speed: 210.641 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 69], Speed: 210.807 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 79], Speed: 190.659 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 89], Speed: 195.881 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 99], Speed: 202.622 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 109], Speed: 208.679 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 119], Speed: 198.833 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 102][Batch 129], Speed: 219.535 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 139], Speed: 225.501 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 149], Speed: 187.145 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 159], Speed: 207.943 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 169], Speed: 216.784 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 179], Speed: 200.291 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 189], Speed: 196.585 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 199], Speed: 199.438 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 209], Speed: 199.689 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 219], Speed: 229.996 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 229], Speed: 201.029 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 239], Speed: 196.984 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 249], Speed: 199.782 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 259], Speed: 200.078 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 269], Speed: 199.449 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 279], Speed: 211.664 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 289], Speed: 194.103 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 299], Speed: 207.055 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 309], Speed: 198.179 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 319], Speed: 196.699 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 102][Batch 329], Speed: 193.596 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 339], Speed: 223.114 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 349], Speed: 203.927 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 359], Speed: 188.717 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 369], Speed: 198.336 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 379], Speed: 205.097 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 389], Speed: 191.482 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 399], Speed: 218.509 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 409], Speed: 216.540 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 419], Speed: 193.536 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 429], Speed: 201.687 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 439], Speed: 212.209 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 449], Speed: 204.345 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 459], Speed: 212.693 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 469], Speed: 214.735 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 479], Speed: 192.733 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 489], Speed: 191.139 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 499], Speed: 219.216 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 509], Speed: 190.221 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 519], Speed: 215.943 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 529], Speed: 217.308 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 539], Speed: 196.728 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 102][Batch 549], Speed: 196.712 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 559], Speed: 204.079 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 569], Speed: 190.659 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 579], Speed: 210.350 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 589], Speed: 213.810 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 599], Speed: 196.728 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 609], Speed: 205.678 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 619], Speed: 194.518 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 629], Speed: 193.857 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 639], Speed: 230.647 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 649], Speed: 212.141 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 659], Speed: 191.920 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 669], Speed: 209.519 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 679], Speed: 190.940 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 689], Speed: 200.341 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 699], Speed: 216.435 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 709], Speed: 200.109 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 719], Speed: 197.426 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 729], Speed: 196.222 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 739], Speed: 213.832 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 749], Speed: 193.377 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 102][Batch 759], Speed: 222.611 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 769], Speed: 213.375 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 779], Speed: 202.713 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 789], Speed: 203.486 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 799], Speed: 200.539 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 809], Speed: 192.444 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 819], Speed: 212.907 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 829], Speed: 212.261 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 839], Speed: 206.969 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 849], Speed: 209.670 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 859], Speed: 207.456 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 869], Speed: 200.930 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 879], Speed: 213.701 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 889], Speed: 207.934 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 899], Speed: 218.754 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102][Batch 909], Speed: 211.976 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 102] Training cost: 589.714, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 103][Batch 9], Speed: 128.450 samples/sec, LR=5e-05, WHL1=0.252, CenterRegL1=0.229, HeatmapFocal=1.836 [Epoch 103][Batch 19], Speed: 212.088 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 103][Batch 29], Speed: 214.479 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 103][Batch 39], Speed: 183.836 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 103][Batch 49], Speed: 188.241 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 59], Speed: 203.914 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 69], Speed: 225.232 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 79], Speed: 205.709 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 89], Speed: 195.663 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 99], Speed: 190.778 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 109], Speed: 210.010 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 119], Speed: 225.259 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 129], Speed: 226.989 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 139], Speed: 202.060 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 149], Speed: 200.921 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 159], Speed: 206.807 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 169], Speed: 206.782 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 179], Speed: 217.802 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 189], Speed: 209.874 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 199], Speed: 205.909 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 209], Speed: 200.405 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 219], Speed: 213.940 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 229], Speed: 210.273 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 239], Speed: 211.391 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 249], Speed: 227.100 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 259], Speed: 203.702 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 103][Batch 269], Speed: 201.808 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 279], Speed: 200.796 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 289], Speed: 206.635 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 299], Speed: 206.696 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 309], Speed: 227.788 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 319], Speed: 203.268 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 329], Speed: 196.739 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 339], Speed: 207.897 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 349], Speed: 202.965 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 359], Speed: 214.514 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 369], Speed: 214.714 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 379], Speed: 210.350 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 389], Speed: 186.562 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 399], Speed: 198.144 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 409], Speed: 201.398 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 419], Speed: 217.697 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 429], Speed: 222.014 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 439], Speed: 210.471 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 449], Speed: 195.862 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 459], Speed: 220.874 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 469], Speed: 211.101 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 103][Batch 479], Speed: 208.949 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 489], Speed: 201.553 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 499], Speed: 181.930 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 509], Speed: 200.140 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 519], Speed: 219.668 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 529], Speed: 214.792 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 539], Speed: 217.649 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 549], Speed: 205.509 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 559], Speed: 205.962 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 569], Speed: 208.476 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 579], Speed: 208.757 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 589], Speed: 217.546 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 599], Speed: 216.335 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 609], Speed: 205.239 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 619], Speed: 212.600 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 629], Speed: 194.052 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 639], Speed: 202.835 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 649], Speed: 209.787 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 659], Speed: 221.644 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 669], Speed: 219.569 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 679], Speed: 224.861 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 103][Batch 689], Speed: 186.152 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 699], Speed: 198.622 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 709], Speed: 219.535 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 719], Speed: 218.559 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 729], Speed: 216.803 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 739], Speed: 201.686 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 749], Speed: 203.273 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 759], Speed: 204.246 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 769], Speed: 213.546 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 779], Speed: 194.469 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 789], Speed: 215.837 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 799], Speed: 228.018 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 809], Speed: 213.334 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 819], Speed: 203.927 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 829], Speed: 208.715 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 839], Speed: 231.089 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 849], Speed: 216.746 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 859], Speed: 202.795 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 869], Speed: 201.957 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 879], Speed: 220.268 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 889], Speed: 209.006 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 899], Speed: 231.705 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 103][Batch 909], Speed: 205.740 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 103] Training cost: 588.869, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 9], Speed: 120.352 samples/sec, LR=5e-05, WHL1=0.257, CenterRegL1=0.229, HeatmapFocal=1.831 [Epoch 104][Batch 19], Speed: 192.717 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 29], Speed: 189.689 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 39], Speed: 211.706 samples/sec, LR=5e-05, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 49], Speed: 198.094 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 59], Speed: 202.757 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 69], Speed: 222.967 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 79], Speed: 219.161 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 89], Speed: 200.465 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 99], Speed: 198.511 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 109], Speed: 201.523 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 119], Speed: 200.594 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 129], Speed: 227.182 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 139], Speed: 213.329 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 149], Speed: 180.295 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 159], Speed: 214.635 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 169], Speed: 195.602 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 179], Speed: 199.017 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 189], Speed: 201.288 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 199], Speed: 213.948 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.831 [Epoch 104][Batch 209], Speed: 186.071 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 219], Speed: 224.524 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 229], Speed: 188.131 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 239], Speed: 207.369 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 249], Speed: 197.846 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 259], Speed: 213.428 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 269], Speed: 200.071 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 279], Speed: 219.928 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 289], Speed: 200.813 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 299], Speed: 205.417 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 309], Speed: 199.392 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 319], Speed: 211.880 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 329], Speed: 188.811 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 339], Speed: 227.185 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 349], Speed: 193.216 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 359], Speed: 205.767 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 369], Speed: 209.633 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 379], Speed: 225.053 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 389], Speed: 197.317 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 399], Speed: 225.396 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 409], Speed: 189.873 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 419], Speed: 198.859 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 104][Batch 429], Speed: 192.901 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 439], Speed: 214.537 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 449], Speed: 199.669 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 459], Speed: 228.671 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 469], Speed: 191.234 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 479], Speed: 206.373 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 489], Speed: 209.650 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 499], Speed: 200.031 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 509], Speed: 187.490 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 519], Speed: 223.043 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 529], Speed: 192.769 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 539], Speed: 198.230 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 549], Speed: 197.837 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 559], Speed: 221.616 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 569], Speed: 191.521 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 579], Speed: 224.523 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 589], Speed: 194.450 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 599], Speed: 201.451 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 609], Speed: 197.641 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 619], Speed: 199.392 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 629], Speed: 185.443 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 639], Speed: 219.448 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.829 [Epoch 104][Batch 649], Speed: 187.818 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 659], Speed: 202.015 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 669], Speed: 210.927 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 679], Speed: 221.822 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 689], Speed: 192.326 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 699], Speed: 221.338 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 709], Speed: 188.056 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 719], Speed: 202.620 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 729], Speed: 209.917 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 739], Speed: 214.902 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 749], Speed: 194.680 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 759], Speed: 221.905 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 769], Speed: 204.711 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 779], Speed: 197.463 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 789], Speed: 212.263 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 799], Speed: 227.659 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 809], Speed: 197.560 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 819], Speed: 217.569 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 829], Speed: 225.361 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 839], Speed: 197.569 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 849], Speed: 225.602 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.828 [Epoch 104][Batch 859], Speed: 214.585 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 104][Batch 869], Speed: 199.954 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 104][Batch 879], Speed: 216.751 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 104][Batch 889], Speed: 204.994 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 104][Batch 899], Speed: 206.026 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 104][Batch 909], Speed: 225.367 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 104] Training cost: 589.335, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 105][Batch 9], Speed: 115.584 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 19], Speed: 201.642 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.225, HeatmapFocal=1.827 [Epoch 105][Batch 29], Speed: 193.640 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.225, HeatmapFocal=1.827 [Epoch 105][Batch 39], Speed: 194.262 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 49], Speed: 205.189 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 59], Speed: 204.760 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 69], Speed: 203.077 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 79], Speed: 187.029 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 89], Speed: 201.900 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 99], Speed: 206.387 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 109], Speed: 204.187 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 105][Batch 119], Speed: 196.467 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 105][Batch 129], Speed: 229.829 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 105][Batch 139], Speed: 203.636 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 105][Batch 149], Speed: 197.471 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 105][Batch 159], Speed: 224.666 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 105][Batch 169], Speed: 205.694 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 105][Batch 179], Speed: 193.826 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 105][Batch 189], Speed: 211.073 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 199], Speed: 197.467 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 209], Speed: 200.622 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 219], Speed: 229.410 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 105][Batch 229], Speed: 209.806 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 239], Speed: 202.501 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 249], Speed: 223.265 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 259], Speed: 214.614 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 269], Speed: 191.383 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 279], Speed: 219.346 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 289], Speed: 200.178 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 299], Speed: 197.850 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 309], Speed: 211.896 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 319], Speed: 205.335 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 329], Speed: 199.497 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 339], Speed: 207.748 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 349], Speed: 202.977 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 359], Speed: 191.305 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 369], Speed: 204.924 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.826 [Epoch 105][Batch 379], Speed: 211.696 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 389], Speed: 196.331 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 399], Speed: 203.847 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 409], Speed: 206.619 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 419], Speed: 203.452 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 429], Speed: 225.345 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 439], Speed: 204.571 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 449], Speed: 200.452 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 459], Speed: 228.584 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 469], Speed: 207.047 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 479], Speed: 203.306 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 489], Speed: 210.669 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 499], Speed: 223.743 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 509], Speed: 190.146 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 519], Speed: 214.856 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 529], Speed: 207.085 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 539], Speed: 209.270 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 549], Speed: 222.446 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 559], Speed: 205.275 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 569], Speed: 189.430 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 579], Speed: 203.296 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 589], Speed: 207.237 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.825 [Epoch 105][Batch 599], Speed: 205.576 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 609], Speed: 205.034 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 619], Speed: 213.686 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 629], Speed: 183.713 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 639], Speed: 194.384 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 649], Speed: 206.130 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 659], Speed: 191.864 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 669], Speed: 197.035 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 679], Speed: 210.920 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 689], Speed: 182.071 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 699], Speed: 224.414 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 709], Speed: 201.053 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 719], Speed: 191.171 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 729], Speed: 196.513 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 739], Speed: 198.171 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 749], Speed: 190.369 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 759], Speed: 210.727 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 769], Speed: 190.796 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 779], Speed: 193.605 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 789], Speed: 190.293 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 799], Speed: 224.037 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 809], Speed: 208.042 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.824 [Epoch 105][Batch 819], Speed: 234.006 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 829], Speed: 205.210 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 839], Speed: 207.960 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 849], Speed: 200.651 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 859], Speed: 207.399 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 869], Speed: 204.847 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 879], Speed: 226.082 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 889], Speed: 215.545 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 899], Speed: 211.116 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105][Batch 909], Speed: 210.811 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 105] Training cost: 590.462, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 9], Speed: 108.842 samples/sec, LR=5e-05, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 19], Speed: 204.237 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.228, HeatmapFocal=1.823 [Epoch 106][Batch 29], Speed: 200.334 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 39], Speed: 199.660 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 49], Speed: 205.444 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 59], Speed: 219.021 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 69], Speed: 211.199 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 79], Speed: 220.793 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 89], Speed: 201.618 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 99], Speed: 209.362 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 109], Speed: 211.236 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 119], Speed: 201.376 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 106][Batch 129], Speed: 213.731 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 139], Speed: 202.287 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 149], Speed: 190.202 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 159], Speed: 203.942 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 169], Speed: 191.784 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 179], Speed: 198.287 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 189], Speed: 222.593 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 199], Speed: 211.884 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 209], Speed: 196.031 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 219], Speed: 215.260 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 229], Speed: 196.431 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 239], Speed: 197.330 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 249], Speed: 222.223 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 259], Speed: 222.952 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 269], Speed: 186.094 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 279], Speed: 215.457 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 289], Speed: 204.802 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 299], Speed: 204.202 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 309], Speed: 204.922 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 319], Speed: 201.704 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 329], Speed: 198.091 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 339], Speed: 219.886 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 106][Batch 349], Speed: 202.845 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 359], Speed: 199.026 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 369], Speed: 204.607 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 379], Speed: 201.386 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 389], Speed: 195.699 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 399], Speed: 208.639 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 409], Speed: 196.685 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 419], Speed: 200.627 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 429], Speed: 210.475 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 439], Speed: 213.070 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 449], Speed: 182.634 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 459], Speed: 208.595 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 469], Speed: 191.846 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 479], Speed: 208.273 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 489], Speed: 197.706 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 499], Speed: 220.624 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 509], Speed: 190.578 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 519], Speed: 208.906 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 529], Speed: 195.364 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 539], Speed: 205.810 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 549], Speed: 198.478 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 559], Speed: 210.863 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 106][Batch 569], Speed: 187.931 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 579], Speed: 207.249 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 589], Speed: 205.570 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 599], Speed: 197.109 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 609], Speed: 205.523 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 619], Speed: 214.383 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 629], Speed: 199.318 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 639], Speed: 214.409 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 649], Speed: 203.922 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 659], Speed: 206.584 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 669], Speed: 207.142 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 679], Speed: 202.585 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 689], Speed: 194.922 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 699], Speed: 213.532 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 709], Speed: 199.064 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 719], Speed: 199.413 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 729], Speed: 195.597 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 739], Speed: 217.310 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 749], Speed: 194.532 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 759], Speed: 214.081 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 769], Speed: 197.230 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 779], Speed: 195.534 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 106][Batch 789], Speed: 207.529 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 799], Speed: 229.487 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 809], Speed: 215.029 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 819], Speed: 207.620 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 829], Speed: 220.379 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 839], Speed: 211.717 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 849], Speed: 201.527 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 859], Speed: 211.812 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 869], Speed: 197.014 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 879], Speed: 213.208 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 889], Speed: 213.770 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 899], Speed: 206.917 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106][Batch 909], Speed: 197.652 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 106] Training cost: 589.907, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 9], Speed: 108.756 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 107][Batch 19], Speed: 208.036 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.225, HeatmapFocal=1.819 [Epoch 107][Batch 29], Speed: 205.589 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 107][Batch 39], Speed: 209.940 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 49], Speed: 215.317 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 59], Speed: 212.863 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 69], Speed: 225.722 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 79], Speed: 211.339 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 89], Speed: 202.517 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 107][Batch 99], Speed: 216.399 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 109], Speed: 189.773 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 119], Speed: 193.292 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 129], Speed: 232.868 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 139], Speed: 192.516 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 149], Speed: 205.105 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 159], Speed: 191.471 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 169], Speed: 186.117 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 179], Speed: 220.431 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 189], Speed: 206.885 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 199], Speed: 209.275 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 209], Speed: 196.791 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 219], Speed: 209.502 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 229], Speed: 196.803 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 239], Speed: 222.683 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 249], Speed: 212.356 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 259], Speed: 211.921 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 269], Speed: 213.740 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 279], Speed: 205.720 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 289], Speed: 193.759 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 299], Speed: 211.138 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 309], Speed: 230.575 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 107][Batch 319], Speed: 209.225 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 329], Speed: 197.510 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 339], Speed: 215.954 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 349], Speed: 203.773 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 359], Speed: 208.285 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 369], Speed: 208.907 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 379], Speed: 221.229 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 389], Speed: 207.149 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 399], Speed: 206.416 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 409], Speed: 200.022 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 419], Speed: 205.049 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 429], Speed: 206.279 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 439], Speed: 212.220 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 449], Speed: 196.655 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 459], Speed: 198.653 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 469], Speed: 194.737 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 479], Speed: 219.133 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 489], Speed: 186.502 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 499], Speed: 197.789 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 509], Speed: 210.198 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 519], Speed: 200.757 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 529], Speed: 197.466 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 539], Speed: 218.168 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 107][Batch 549], Speed: 214.673 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 559], Speed: 217.239 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 569], Speed: 207.670 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 579], Speed: 211.492 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 589], Speed: 196.637 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 599], Speed: 216.874 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 609], Speed: 204.539 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 619], Speed: 217.952 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 629], Speed: 210.271 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 639], Speed: 194.122 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 649], Speed: 186.346 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 659], Speed: 219.163 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 669], Speed: 191.097 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 679], Speed: 207.944 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 689], Speed: 203.045 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 699], Speed: 203.313 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 709], Speed: 194.244 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 719], Speed: 217.677 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 729], Speed: 195.930 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 739], Speed: 189.562 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 749], Speed: 192.056 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 759], Speed: 190.853 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.816 [Epoch 107][Batch 769], Speed: 196.181 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 779], Speed: 217.108 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 789], Speed: 190.956 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 799], Speed: 220.808 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 809], Speed: 219.483 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 819], Speed: 216.187 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 829], Speed: 208.077 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 839], Speed: 212.060 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 849], Speed: 209.166 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 859], Speed: 197.885 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 869], Speed: 202.490 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 879], Speed: 207.922 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 889], Speed: 203.293 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 899], Speed: 211.282 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107][Batch 909], Speed: 211.062 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 107] Training cost: 589.407, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 108][Batch 9], Speed: 108.472 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.228, HeatmapFocal=1.815 [Epoch 108][Batch 19], Speed: 194.924 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.228, HeatmapFocal=1.815 [Epoch 108][Batch 29], Speed: 211.952 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 108][Batch 39], Speed: 202.868 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.228, HeatmapFocal=1.815 [Epoch 108][Batch 49], Speed: 199.373 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 108][Batch 59], Speed: 209.255 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 108][Batch 69], Speed: 214.985 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 108][Batch 79], Speed: 225.435 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.815 [Epoch 108][Batch 89], Speed: 204.836 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 99], Speed: 210.484 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 108][Batch 109], Speed: 202.662 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 119], Speed: 212.228 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 129], Speed: 220.930 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 139], Speed: 226.395 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 149], Speed: 198.831 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 159], Speed: 217.577 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 169], Speed: 190.445 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 179], Speed: 215.636 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 189], Speed: 208.013 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 199], Speed: 219.377 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 209], Speed: 192.042 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 219], Speed: 222.781 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 229], Speed: 203.951 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 239], Speed: 220.546 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 249], Speed: 215.577 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 259], Speed: 215.246 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 269], Speed: 187.813 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 279], Speed: 207.707 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 289], Speed: 191.023 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 299], Speed: 220.538 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 108][Batch 309], Speed: 205.814 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 319], Speed: 210.936 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 329], Speed: 187.766 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 339], Speed: 219.250 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 349], Speed: 198.094 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 359], Speed: 224.159 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 369], Speed: 215.578 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 379], Speed: 219.474 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 389], Speed: 192.981 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 399], Speed: 217.626 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 409], Speed: 184.415 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 419], Speed: 219.170 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 429], Speed: 198.726 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 439], Speed: 228.229 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 449], Speed: 201.891 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 459], Speed: 210.827 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 469], Speed: 204.062 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 479], Speed: 216.435 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 489], Speed: 209.661 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 499], Speed: 213.047 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 509], Speed: 187.470 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 519], Speed: 221.284 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 529], Speed: 203.560 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.813 [Epoch 108][Batch 539], Speed: 211.242 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 549], Speed: 203.139 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 559], Speed: 214.682 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 569], Speed: 189.056 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 579], Speed: 227.600 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 589], Speed: 197.464 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 599], Speed: 215.914 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 609], Speed: 187.767 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 619], Speed: 220.339 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 629], Speed: 193.220 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 639], Speed: 216.754 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 649], Speed: 201.816 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 659], Speed: 207.876 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 669], Speed: 202.178 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 679], Speed: 221.323 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 689], Speed: 195.244 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 699], Speed: 218.947 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 709], Speed: 209.575 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 719], Speed: 211.534 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 729], Speed: 198.010 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 739], Speed: 203.587 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 749], Speed: 188.188 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 759], Speed: 218.994 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 108][Batch 769], Speed: 192.695 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 779], Speed: 220.805 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 789], Speed: 203.059 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 799], Speed: 228.459 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 809], Speed: 197.354 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 819], Speed: 216.671 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 829], Speed: 206.279 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 839], Speed: 208.209 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 849], Speed: 214.919 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 859], Speed: 235.280 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 869], Speed: 198.785 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 879], Speed: 204.890 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 889], Speed: 201.411 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 899], Speed: 204.879 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108][Batch 909], Speed: 211.527 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 108] Training cost: 587.319, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 9], Speed: 106.842 samples/sec, LR=5e-05, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 19], Speed: 193.125 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 29], Speed: 192.580 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 109][Batch 39], Speed: 199.475 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 109][Batch 49], Speed: 195.581 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 59], Speed: 217.419 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 69], Speed: 211.093 samples/sec, LR=5e-05, WHL1=0.248, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 79], Speed: 213.660 samples/sec, LR=5e-05, WHL1=0.247, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 109][Batch 89], Speed: 196.286 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 99], Speed: 209.610 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 109], Speed: 195.364 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 119], Speed: 204.583 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 129], Speed: 220.321 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 139], Speed: 218.682 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 149], Speed: 197.912 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 159], Speed: 206.611 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 169], Speed: 215.019 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 179], Speed: 199.028 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 189], Speed: 224.174 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 199], Speed: 211.751 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 209], Speed: 195.468 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 219], Speed: 210.497 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 229], Speed: 214.215 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 239], Speed: 197.064 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 249], Speed: 210.018 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 259], Speed: 229.539 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 269], Speed: 198.688 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 279], Speed: 201.419 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 289], Speed: 202.297 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 299], Speed: 189.073 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 309], Speed: 215.777 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 109][Batch 319], Speed: 202.719 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 329], Speed: 191.104 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 339], Speed: 220.580 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 349], Speed: 212.579 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 359], Speed: 215.019 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 369], Speed: 221.319 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 379], Speed: 208.614 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 389], Speed: 196.817 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 399], Speed: 182.464 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 409], Speed: 210.964 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 419], Speed: 223.255 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 429], Speed: 214.125 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 439], Speed: 211.927 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 449], Speed: 190.794 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 459], Speed: 202.749 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 469], Speed: 213.281 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 479], Speed: 202.331 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 489], Speed: 208.907 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 499], Speed: 217.983 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 509], Speed: 196.336 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 519], Speed: 206.697 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 529], Speed: 204.402 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 539], Speed: 221.132 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.809 [Epoch 109][Batch 549], Speed: 204.749 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 559], Speed: 212.014 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 569], Speed: 182.239 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 579], Speed: 202.298 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 589], Speed: 210.037 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 599], Speed: 220.944 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 609], Speed: 215.875 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 619], Speed: 214.329 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 629], Speed: 186.557 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 639], Speed: 205.352 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 649], Speed: 206.627 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 659], Speed: 205.421 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 669], Speed: 227.073 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 679], Speed: 201.182 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 689], Speed: 185.999 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 699], Speed: 218.797 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 709], Speed: 202.892 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 719], Speed: 202.576 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 729], Speed: 190.072 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 739], Speed: 210.596 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 749], Speed: 195.010 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 759], Speed: 200.764 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 769], Speed: 209.118 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.808 [Epoch 109][Batch 779], Speed: 220.182 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 789], Speed: 195.574 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 799], Speed: 207.718 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 809], Speed: 204.295 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 819], Speed: 199.740 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 829], Speed: 210.031 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 839], Speed: 209.925 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 849], Speed: 204.309 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 859], Speed: 202.557 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 869], Speed: 200.562 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 879], Speed: 217.460 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 889], Speed: 208.951 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 899], Speed: 210.557 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109][Batch 909], Speed: 191.526 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 109] Training cost: 590.263, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 9], Speed: 104.797 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.228, HeatmapFocal=1.807 [Epoch 110][Batch 19], Speed: 205.335 samples/sec, LR=5e-05, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 29], Speed: 187.432 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 39], Speed: 215.698 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 49], Speed: 208.628 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 59], Speed: 219.725 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 69], Speed: 214.230 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 79], Speed: 195.385 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 89], Speed: 207.748 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.807 [Epoch 110][Batch 99], Speed: 212.380 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 110][Batch 109], Speed: 210.246 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 110][Batch 119], Speed: 210.702 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 110][Batch 129], Speed: 213.796 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 139], Speed: 214.612 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 149], Speed: 194.953 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 110][Batch 159], Speed: 209.978 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 110][Batch 169], Speed: 199.913 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 179], Speed: 191.898 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 189], Speed: 197.910 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 199], Speed: 193.438 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 209], Speed: 213.969 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 219], Speed: 226.426 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 229], Speed: 205.045 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 239], Speed: 206.798 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 249], Speed: 195.137 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 259], Speed: 199.407 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 269], Speed: 204.835 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 279], Speed: 198.718 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 289], Speed: 205.851 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 299], Speed: 202.275 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 309], Speed: 205.138 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 319], Speed: 192.711 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 110][Batch 329], Speed: 198.018 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 339], Speed: 210.695 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 349], Speed: 215.267 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 359], Speed: 208.416 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 369], Speed: 200.901 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 379], Speed: 192.548 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 389], Speed: 198.240 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 399], Speed: 209.482 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 409], Speed: 202.142 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 419], Speed: 208.136 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 429], Speed: 194.897 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 439], Speed: 207.751 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 449], Speed: 192.057 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 459], Speed: 214.817 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 469], Speed: 220.331 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 479], Speed: 195.535 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 489], Speed: 197.702 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 499], Speed: 193.313 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 509], Speed: 203.790 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 519], Speed: 216.483 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 529], Speed: 200.796 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 539], Speed: 206.144 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 549], Speed: 193.444 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 110][Batch 559], Speed: 206.262 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 569], Speed: 203.250 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 579], Speed: 228.353 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 589], Speed: 215.911 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 599], Speed: 191.540 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 609], Speed: 200.541 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 619], Speed: 205.944 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 629], Speed: 212.066 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 639], Speed: 207.057 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 649], Speed: 216.504 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 659], Speed: 207.290 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 669], Speed: 191.717 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 679], Speed: 215.546 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 689], Speed: 207.685 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 699], Speed: 219.173 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 709], Speed: 216.699 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 719], Speed: 207.117 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 729], Speed: 192.169 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 739], Speed: 211.641 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 749], Speed: 199.903 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 759], Speed: 217.377 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 769], Speed: 211.588 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 779], Speed: 195.831 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 789], Speed: 204.283 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.804 [Epoch 110][Batch 799], Speed: 204.391 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 809], Speed: 204.005 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 819], Speed: 211.074 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 829], Speed: 215.982 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 839], Speed: 194.256 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 849], Speed: 208.494 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 859], Speed: 212.283 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 869], Speed: 206.586 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 879], Speed: 215.354 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 889], Speed: 192.434 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 899], Speed: 218.486 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110][Batch 909], Speed: 217.760 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110] Training cost: 591.901, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 110] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.458 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.082 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.472 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 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.139 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.423 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640 person=39.2 bicycle=19.1 car=24.2 motorcycle=32.3 airplane=53.9 bus=50.5 train=56.2 truck=24.0 boat=12.3 traffic light=12.2 fire hydrant=52.7 stop sign=49.8 parking meter=33.9 bench=15.0 bird=20.1 cat=56.6 dog=51.6 horse=44.0 sheep=35.4 cow=38.5 elephant=53.8 bear=65.8 zebra=55.7 giraffe=58.8 backpack=4.6 umbrella=25.5 handbag=4.1 tie=18.1 suitcase=24.5 frisbee=38.7 skis=12.7 snowboard=20.4 sports ball=21.0 kite=24.6 baseball bat=13.2 baseball glove=19.5 skateboard=35.4 surfboard=24.6 tennis racket=28.4 bottle=19.6 wine glass=18.9 cup=23.3 fork=14.5 knife=5.8 spoon=4.9 bowl=26.7 banana=16.0 apple=10.2 sandwich=26.0 orange=22.7 broccoli=15.9 carrot=13.7 hot dog=25.5 pizza=37.8 donut=31.6 cake=27.2 chair=16.2 couch=37.0 potted plant=16.0 bed=39.4 dining table=22.2 toilet=56.7 tv=44.0 laptop=44.6 mouse=41.1 remote=9.5 keyboard=36.7 cell phone=19.2 microwave=39.0 oven=29.1 toaster=18.5 sink=25.2 refrigerator=44.5 book=3.0 clock=37.0 vase=22.9 scissors=15.6 teddy bear=34.3 hair drier=0.7 toothbrush=8.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.4 [Epoch 111][Batch 9], Speed: 93.661 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 111][Batch 19], Speed: 196.614 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 29], Speed: 209.126 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 39], Speed: 185.835 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.228, HeatmapFocal=1.803 [Epoch 111][Batch 49], Speed: 209.780 samples/sec, LR=5e-05, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 59], Speed: 201.198 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 69], Speed: 209.828 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 79], Speed: 191.224 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 89], Speed: 219.365 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 99], Speed: 191.355 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 109], Speed: 217.004 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.803 [Epoch 111][Batch 119], Speed: 224.797 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 129], Speed: 212.097 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 139], Speed: 205.271 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 149], Speed: 205.702 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 159], Speed: 193.355 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 169], Speed: 198.088 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 179], Speed: 194.307 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 189], Speed: 211.922 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 199], Speed: 198.933 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 209], Speed: 215.367 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 219], Speed: 210.200 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 229], Speed: 207.875 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 239], Speed: 213.131 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 249], Speed: 196.270 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 259], Speed: 186.125 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 269], Speed: 211.918 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 279], Speed: 198.031 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 289], Speed: 196.261 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 299], Speed: 220.255 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 309], Speed: 207.706 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 319], Speed: 195.687 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 329], Speed: 215.547 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 339], Speed: 206.418 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 349], Speed: 198.869 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.802 [Epoch 111][Batch 359], Speed: 221.719 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 369], Speed: 211.739 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 379], Speed: 199.790 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 389], Speed: 215.927 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 399], Speed: 197.612 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 409], Speed: 196.862 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 419], Speed: 206.076 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 429], Speed: 204.220 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 439], Speed: 197.953 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 449], Speed: 203.860 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 459], Speed: 199.476 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 469], Speed: 211.033 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 479], Speed: 195.937 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 489], Speed: 200.979 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 499], Speed: 190.086 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 509], Speed: 208.788 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 519], Speed: 191.707 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 529], Speed: 190.462 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 539], Speed: 201.958 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 549], Speed: 204.019 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 559], Speed: 187.366 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 569], Speed: 214.481 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 579], Speed: 196.822 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.801 [Epoch 111][Batch 589], Speed: 196.645 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 599], Speed: 217.184 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 609], Speed: 199.980 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 619], Speed: 189.964 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 629], Speed: 216.073 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 639], Speed: 193.637 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 649], Speed: 191.190 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 659], Speed: 213.572 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 669], Speed: 200.965 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 679], Speed: 192.916 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 689], Speed: 211.461 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 699], Speed: 189.855 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 709], Speed: 197.700 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 719], Speed: 213.087 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 729], Speed: 220.916 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 739], Speed: 202.201 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 749], Speed: 199.363 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 759], Speed: 195.587 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 769], Speed: 197.847 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 779], Speed: 209.971 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 789], Speed: 203.995 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 799], Speed: 200.580 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 809], Speed: 201.705 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 819], Speed: 208.484 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.800 [Epoch 111][Batch 829], Speed: 206.167 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 839], Speed: 215.697 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 849], Speed: 209.938 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 859], Speed: 207.332 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 869], Speed: 210.567 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 879], Speed: 213.871 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 889], Speed: 207.178 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 899], Speed: 225.059 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111][Batch 909], Speed: 216.157 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 111] Training cost: 589.215, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 112][Batch 9], Speed: 126.934 samples/sec, LR=5e-05, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.799 [Epoch 112][Batch 19], Speed: 203.612 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.228, HeatmapFocal=1.799 [Epoch 112][Batch 29], Speed: 216.724 samples/sec, LR=5e-05, WHL1=0.244, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 112][Batch 39], Speed: 200.866 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 112][Batch 49], Speed: 201.595 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.799 [Epoch 112][Batch 59], Speed: 209.320 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 69], Speed: 207.795 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 79], Speed: 188.080 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 89], Speed: 218.988 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 99], Speed: 190.872 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 109], Speed: 214.379 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 119], Speed: 225.329 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 129], Speed: 215.437 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 139], Speed: 191.626 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 112][Batch 149], Speed: 201.258 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 159], Speed: 187.804 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 169], Speed: 206.681 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 179], Speed: 185.266 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 189], Speed: 217.184 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 199], Speed: 191.823 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 209], Speed: 220.827 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 219], Speed: 193.642 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 229], Speed: 188.032 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 239], Speed: 211.792 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 249], Speed: 210.794 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 259], Speed: 192.000 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 269], Speed: 216.251 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 279], Speed: 194.549 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 289], Speed: 211.195 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 112][Batch 299], Speed: 197.655 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 309], Speed: 210.094 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 319], Speed: 191.768 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 329], Speed: 209.420 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 339], Speed: 191.736 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 349], Speed: 210.911 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 359], Speed: 204.854 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 369], Speed: 210.945 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 379], Speed: 193.629 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 112][Batch 389], Speed: 207.239 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 399], Speed: 197.548 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 409], Speed: 210.711 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 419], Speed: 177.618 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 429], Speed: 206.583 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 439], Speed: 193.488 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 449], Speed: 221.255 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 459], Speed: 205.511 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 469], Speed: 208.564 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 479], Speed: 208.332 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 489], Speed: 195.131 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 499], Speed: 200.489 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 509], Speed: 214.582 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 519], Speed: 212.939 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 112][Batch 529], Speed: 197.210 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 539], Speed: 203.820 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 549], Speed: 213.402 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 559], Speed: 189.717 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 569], Speed: 215.470 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 579], Speed: 202.726 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 589], Speed: 201.645 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 599], Speed: 203.306 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 609], Speed: 219.980 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 619], Speed: 206.436 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 629], Speed: 220.513 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.797 [Epoch 112][Batch 639], Speed: 192.725 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 649], Speed: 195.648 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 659], Speed: 195.136 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 669], Speed: 221.802 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 679], Speed: 186.981 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 689], Speed: 214.273 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 699], Speed: 186.888 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 709], Speed: 211.045 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 719], Speed: 205.326 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 729], Speed: 206.312 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 739], Speed: 189.588 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 749], Speed: 199.530 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 759], Speed: 193.573 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 769], Speed: 198.298 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 779], Speed: 193.679 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 789], Speed: 202.360 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 799], Speed: 200.971 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 809], Speed: 207.407 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 819], Speed: 212.208 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 829], Speed: 205.966 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 839], Speed: 221.939 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 849], Speed: 230.466 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 859], Speed: 209.268 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 869], Speed: 205.434 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.796 [Epoch 112][Batch 879], Speed: 222.586 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 112][Batch 889], Speed: 208.760 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 112][Batch 899], Speed: 203.955 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 112][Batch 909], Speed: 230.308 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 112] Training cost: 592.275, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 9], Speed: 120.074 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 113][Batch 19], Speed: 199.844 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 113][Batch 29], Speed: 219.350 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 113][Batch 39], Speed: 204.364 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 113][Batch 49], Speed: 197.873 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 59], Speed: 201.634 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 69], Speed: 188.797 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 79], Speed: 188.519 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 89], Speed: 220.034 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 99], Speed: 195.244 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 109], Speed: 200.413 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 119], Speed: 195.491 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 129], Speed: 205.072 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 139], Speed: 214.219 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 149], Speed: 194.755 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 159], Speed: 199.827 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 169], Speed: 201.329 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 179], Speed: 188.763 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 189], Speed: 203.016 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.795 [Epoch 113][Batch 199], Speed: 210.310 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 209], Speed: 206.847 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 219], Speed: 198.930 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 229], Speed: 206.267 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 239], Speed: 192.238 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.794 [Epoch 113][Batch 249], Speed: 194.615 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 259], Speed: 190.294 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 269], Speed: 201.541 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 279], Speed: 187.775 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 289], Speed: 201.787 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 299], Speed: 193.186 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 309], Speed: 195.321 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 319], Speed: 186.295 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 329], Speed: 185.964 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 339], Speed: 187.465 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 349], Speed: 188.360 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 359], Speed: 190.763 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 369], Speed: 199.843 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 379], Speed: 202.703 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 389], Speed: 189.757 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 399], Speed: 189.090 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 409], Speed: 207.065 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 419], Speed: 183.143 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 429], Speed: 199.437 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.794 [Epoch 113][Batch 439], Speed: 194.816 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 449], Speed: 194.708 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 459], Speed: 198.443 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 469], Speed: 198.771 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 479], Speed: 200.268 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 489], Speed: 216.868 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 499], Speed: 192.379 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 509], Speed: 199.567 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 519], Speed: 180.968 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 529], Speed: 206.864 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 539], Speed: 190.691 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 549], Speed: 195.695 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 559], Speed: 185.748 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 569], Speed: 198.588 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 579], Speed: 187.971 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 589], Speed: 214.617 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 599], Speed: 199.758 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 609], Speed: 192.634 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 619], Speed: 200.561 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 629], Speed: 191.574 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 639], Speed: 187.460 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 649], Speed: 200.346 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 659], Speed: 195.377 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 669], Speed: 189.099 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 679], Speed: 197.578 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.793 [Epoch 113][Batch 689], Speed: 204.516 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 699], Speed: 197.434 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 709], Speed: 192.666 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 719], Speed: 205.953 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 729], Speed: 187.337 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 739], Speed: 212.583 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 749], Speed: 199.196 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 759], Speed: 188.213 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 769], Speed: 198.752 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 779], Speed: 205.768 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 789], Speed: 184.182 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 799], Speed: 202.864 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 809], Speed: 192.962 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 819], Speed: 203.530 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 829], Speed: 207.715 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 839], Speed: 231.303 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 849], Speed: 208.513 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 859], Speed: 214.148 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 869], Speed: 214.756 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 879], Speed: 199.010 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 889], Speed: 200.881 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 899], Speed: 209.186 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113][Batch 909], Speed: 212.379 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 113] Training cost: 603.377, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 114][Batch 9], Speed: 124.417 samples/sec, LR=5e-05, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.792 [Epoch 114][Batch 19], Speed: 209.275 samples/sec, LR=5e-05, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 29], Speed: 206.634 samples/sec, LR=5e-05, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 39], Speed: 187.515 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 49], Speed: 215.061 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 59], Speed: 217.316 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 69], Speed: 189.392 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 79], Speed: 202.255 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 89], Speed: 200.784 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 99], Speed: 196.314 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 109], Speed: 186.405 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 119], Speed: 207.866 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 129], Speed: 216.140 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 139], Speed: 205.294 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 149], Speed: 199.358 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 159], Speed: 184.693 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 169], Speed: 196.069 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 179], Speed: 200.724 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 189], Speed: 186.418 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 199], Speed: 194.035 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 209], Speed: 198.838 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 219], Speed: 199.288 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 229], Speed: 200.501 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 239], Speed: 196.948 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 249], Speed: 193.530 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.791 [Epoch 114][Batch 259], Speed: 188.354 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 269], Speed: 193.443 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 279], Speed: 192.606 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 289], Speed: 199.807 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 299], Speed: 194.549 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 309], Speed: 185.424 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 319], Speed: 182.862 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 329], Speed: 193.617 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 339], Speed: 208.727 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 349], Speed: 207.362 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 359], Speed: 200.472 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 369], Speed: 206.119 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 379], Speed: 202.899 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 389], Speed: 197.060 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 399], Speed: 182.250 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 409], Speed: 196.164 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 419], Speed: 197.400 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 429], Speed: 187.109 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 439], Speed: 183.028 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 449], Speed: 199.462 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 459], Speed: 192.480 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 469], Speed: 193.503 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 479], Speed: 194.905 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 489], Speed: 207.706 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 114][Batch 499], Speed: 199.013 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 509], Speed: 197.485 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 519], Speed: 186.405 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 529], Speed: 187.201 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 539], Speed: 195.062 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 549], Speed: 208.261 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 559], Speed: 201.028 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 569], Speed: 195.237 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 579], Speed: 191.015 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 589], Speed: 188.870 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 599], Speed: 199.098 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 609], Speed: 191.475 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 619], Speed: 201.142 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 629], Speed: 214.546 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 639], Speed: 195.147 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 649], Speed: 201.378 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 659], Speed: 207.906 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 669], Speed: 192.471 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 679], Speed: 198.535 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 689], Speed: 212.490 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 699], Speed: 186.947 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 709], Speed: 202.019 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 719], Speed: 204.391 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 729], Speed: 197.600 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 739], Speed: 190.641 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.789 [Epoch 114][Batch 749], Speed: 192.670 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 759], Speed: 188.170 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 769], Speed: 197.647 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 779], Speed: 201.279 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 789], Speed: 216.268 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 799], Speed: 195.448 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 809], Speed: 207.021 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 819], Speed: 207.618 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 829], Speed: 210.047 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 839], Speed: 215.126 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 849], Speed: 217.442 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 859], Speed: 216.542 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 869], Speed: 198.888 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 879], Speed: 217.401 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 889], Speed: 221.315 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 899], Speed: 223.915 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114][Batch 909], Speed: 209.938 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 114] Training cost: 601.533, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.788 [Epoch 115][Batch 9], Speed: 125.068 samples/sec, LR=5e-05, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 115][Batch 19], Speed: 200.926 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 115][Batch 29], Speed: 188.456 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 115][Batch 39], Speed: 196.576 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 115][Batch 49], Speed: 207.895 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.788 [Epoch 115][Batch 59], Speed: 222.663 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.788 [Epoch 115][Batch 69], Speed: 221.759 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.788 [Epoch 115][Batch 79], Speed: 185.106 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 89], Speed: 194.926 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 99], Speed: 196.178 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 109], Speed: 199.360 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 119], Speed: 202.549 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 129], Speed: 200.648 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 139], Speed: 207.017 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 149], Speed: 196.458 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 159], Speed: 196.578 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 169], Speed: 217.281 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 179], Speed: 209.485 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 189], Speed: 210.443 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 199], Speed: 190.243 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 209], Speed: 200.354 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 219], Speed: 200.942 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 229], Speed: 221.221 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 239], Speed: 207.612 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 249], Speed: 211.202 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 259], Speed: 192.827 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 269], Speed: 204.285 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 279], Speed: 195.316 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 289], Speed: 210.956 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 299], Speed: 215.439 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.787 [Epoch 115][Batch 309], Speed: 202.683 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 319], Speed: 192.027 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.787 [Epoch 115][Batch 329], Speed: 191.235 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.786 [Epoch 115][Batch 339], Speed: 185.678 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.786 [Epoch 115][Batch 349], Speed: 201.541 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 359], Speed: 201.744 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 369], Speed: 202.843 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 379], Speed: 189.304 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 389], Speed: 191.304 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 399], Speed: 186.566 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 409], Speed: 209.235 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 419], Speed: 220.861 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 429], Speed: 218.495 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 439], Speed: 191.715 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 449], Speed: 198.445 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 459], Speed: 196.811 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 469], Speed: 202.353 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 479], Speed: 203.497 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 489], Speed: 224.910 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 499], Speed: 193.929 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 509], Speed: 196.719 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 519], Speed: 196.080 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 529], Speed: 209.521 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 539], Speed: 211.896 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 549], Speed: 199.713 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 559], Speed: 205.861 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 569], Speed: 193.231 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.786 [Epoch 115][Batch 579], Speed: 191.075 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 589], Speed: 206.375 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 599], Speed: 224.164 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 609], Speed: 214.526 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 619], Speed: 217.883 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 629], Speed: 196.084 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 639], Speed: 196.203 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 649], Speed: 201.070 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 659], Speed: 208.123 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 669], Speed: 205.081 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 115][Batch 679], Speed: 205.807 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 689], Speed: 190.946 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 699], Speed: 200.430 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 709], Speed: 217.273 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 719], Speed: 217.555 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 729], Speed: 204.182 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 739], Speed: 210.290 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 749], Speed: 197.031 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 759], Speed: 194.624 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 769], Speed: 200.306 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 779], Speed: 206.519 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 789], Speed: 216.303 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 799], Speed: 195.200 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.785 [Epoch 115][Batch 809], Speed: 204.727 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 115][Batch 819], Speed: 204.682 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.785 [Epoch 115][Batch 829], Speed: 219.510 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 839], Speed: 233.006 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 849], Speed: 209.313 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 859], Speed: 228.499 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 869], Speed: 206.799 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 879], Speed: 204.000 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 889], Speed: 213.472 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 899], Speed: 207.689 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115][Batch 909], Speed: 210.532 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 115] Training cost: 594.844, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 116][Batch 9], Speed: 126.129 samples/sec, LR=5e-05, WHL1=0.225, CenterRegL1=0.226, HeatmapFocal=1.784 [Epoch 116][Batch 19], Speed: 193.897 samples/sec, LR=5e-05, WHL1=0.230, CenterRegL1=0.228, HeatmapFocal=1.784 [Epoch 116][Batch 29], Speed: 181.229 samples/sec, LR=5e-05, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 39], Speed: 185.380 samples/sec, LR=5e-05, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 49], Speed: 203.434 samples/sec, LR=5e-05, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 59], Speed: 216.482 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 69], Speed: 222.975 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 79], Speed: 205.312 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 89], Speed: 199.165 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 99], Speed: 191.857 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 109], Speed: 195.646 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 119], Speed: 199.353 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 129], Speed: 219.572 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 139], Speed: 213.157 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 149], Speed: 196.948 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 159], Speed: 190.301 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.784 [Epoch 116][Batch 169], Speed: 206.898 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 179], Speed: 196.092 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 189], Speed: 216.239 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 199], Speed: 203.988 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 209], Speed: 208.816 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 219], Speed: 209.275 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 229], Speed: 203.680 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 239], Speed: 195.717 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 249], Speed: 219.013 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 259], Speed: 202.785 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 269], Speed: 195.433 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 279], Speed: 202.919 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 289], Speed: 202.102 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 299], Speed: 205.591 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 309], Speed: 215.126 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 319], Speed: 216.031 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 329], Speed: 211.226 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 339], Speed: 205.161 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 349], Speed: 195.661 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 359], Speed: 197.468 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 369], Speed: 221.333 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 379], Speed: 197.271 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 389], Speed: 204.155 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 399], Speed: 189.967 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 116][Batch 409], Speed: 197.219 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 116][Batch 419], Speed: 198.537 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 116][Batch 429], Speed: 197.413 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 116][Batch 439], Speed: 207.191 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 116][Batch 449], Speed: 197.376 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 116][Batch 459], Speed: 195.588 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 116][Batch 469], Speed: 211.140 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.782 [Epoch 116][Batch 479], Speed: 193.074 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 489], Speed: 218.018 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 499], Speed: 213.362 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 509], Speed: 198.025 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 519], Speed: 194.160 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 529], Speed: 196.808 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 539], Speed: 209.441 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 549], Speed: 210.232 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 559], Speed: 217.807 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 569], Speed: 186.583 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 579], Speed: 202.851 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 589], Speed: 203.439 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 599], Speed: 193.000 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 609], Speed: 215.279 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 619], Speed: 210.134 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 629], Speed: 187.522 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 639], Speed: 194.198 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 649], Speed: 202.466 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 659], Speed: 201.187 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.782 [Epoch 116][Batch 669], Speed: 212.837 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 679], Speed: 206.497 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 689], Speed: 197.751 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 699], Speed: 199.057 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 709], Speed: 212.961 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 719], Speed: 190.927 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 729], Speed: 201.003 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 739], Speed: 208.706 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 749], Speed: 197.597 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 759], Speed: 196.341 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 769], Speed: 204.812 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 779], Speed: 207.246 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 789], Speed: 210.274 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 799], Speed: 210.659 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 809], Speed: 197.073 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 819], Speed: 217.490 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 829], Speed: 223.620 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 839], Speed: 214.033 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.781 [Epoch 116][Batch 849], Speed: 225.611 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116][Batch 859], Speed: 210.637 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116][Batch 869], Speed: 191.908 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116][Batch 879], Speed: 208.935 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116][Batch 889], Speed: 219.539 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116][Batch 899], Speed: 220.179 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116][Batch 909], Speed: 204.935 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 116] Training cost: 590.846, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.781 [Epoch 117][Batch 9], Speed: 138.860 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 19], Speed: 204.670 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 29], Speed: 204.861 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 39], Speed: 195.332 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.228, HeatmapFocal=1.780 [Epoch 117][Batch 49], Speed: 212.410 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 59], Speed: 223.626 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 69], Speed: 227.461 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 79], Speed: 198.641 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 89], Speed: 202.228 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 99], Speed: 189.864 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 109], Speed: 190.463 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 119], Speed: 205.956 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 129], Speed: 231.633 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 139], Speed: 216.929 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 149], Speed: 197.200 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 159], Speed: 189.472 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 169], Speed: 203.632 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 179], Speed: 207.513 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 189], Speed: 219.533 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 117][Batch 199], Speed: 207.469 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 117][Batch 209], Speed: 192.028 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 219], Speed: 191.698 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 229], Speed: 199.453 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.780 [Epoch 117][Batch 239], Speed: 222.838 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 249], Speed: 201.105 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 259], Speed: 199.353 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.780 [Epoch 117][Batch 269], Speed: 192.543 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 279], Speed: 186.179 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 289], Speed: 194.799 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 299], Speed: 204.980 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 309], Speed: 210.885 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 319], Speed: 220.386 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 329], Speed: 194.611 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 339], Speed: 186.134 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 349], Speed: 202.585 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 359], Speed: 217.168 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 369], Speed: 202.508 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 379], Speed: 199.679 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 389], Speed: 196.802 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 399], Speed: 196.732 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 409], Speed: 202.030 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 419], Speed: 224.727 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 429], Speed: 209.102 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 439], Speed: 220.929 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 449], Speed: 197.927 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 459], Speed: 203.012 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 469], Speed: 193.972 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 479], Speed: 214.873 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 489], Speed: 213.148 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 499], Speed: 191.902 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 509], Speed: 193.775 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.779 [Epoch 117][Batch 519], Speed: 190.176 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 529], Speed: 196.841 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 539], Speed: 211.363 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 549], Speed: 211.055 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 559], Speed: 208.479 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 569], Speed: 204.868 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 579], Speed: 188.734 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 589], Speed: 206.562 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 599], Speed: 215.523 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 609], Speed: 204.661 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 117][Batch 619], Speed: 199.564 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 629], Speed: 195.240 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 639], Speed: 188.125 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 649], Speed: 210.028 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 117][Batch 659], Speed: 199.938 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 669], Speed: 206.519 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 679], Speed: 203.306 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 117][Batch 689], Speed: 183.816 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 699], Speed: 202.101 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 709], Speed: 187.287 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 719], Speed: 214.205 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.778 [Epoch 117][Batch 729], Speed: 213.840 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 739], Speed: 206.708 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 749], Speed: 194.135 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 759], Speed: 187.249 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 769], Speed: 210.253 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.778 [Epoch 117][Batch 779], Speed: 205.982 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 789], Speed: 201.227 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 799], Speed: 196.315 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 809], Speed: 200.220 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 819], Speed: 208.252 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 829], Speed: 205.047 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 839], Speed: 207.067 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 849], Speed: 213.158 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 117][Batch 859], Speed: 234.501 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 117][Batch 869], Speed: 201.049 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 117][Batch 879], Speed: 204.123 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 117][Batch 889], Speed: 210.356 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 117][Batch 899], Speed: 208.384 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 117][Batch 909], Speed: 212.604 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 117] Training cost: 591.322, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 118][Batch 9], Speed: 114.364 samples/sec, LR=5e-05, WHL1=0.232, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 118][Batch 19], Speed: 196.384 samples/sec, LR=5e-05, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 118][Batch 29], Speed: 204.728 samples/sec, LR=5e-05, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 118][Batch 39], Speed: 202.963 samples/sec, LR=5e-05, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 118][Batch 49], Speed: 200.925 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 118][Batch 59], Speed: 216.199 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 118][Batch 69], Speed: 219.585 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.777 [Epoch 118][Batch 79], Speed: 191.834 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 118][Batch 89], Speed: 198.615 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 118][Batch 99], Speed: 199.563 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 118][Batch 109], Speed: 192.802 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.777 [Epoch 118][Batch 119], Speed: 204.000 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 118][Batch 129], Speed: 225.675 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 139], Speed: 202.949 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 149], Speed: 199.024 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 159], Speed: 190.268 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 169], Speed: 189.625 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 179], Speed: 222.425 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 189], Speed: 212.853 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 199], Speed: 193.366 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 209], Speed: 198.569 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 219], Speed: 191.624 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 229], Speed: 191.154 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 239], Speed: 217.789 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 249], Speed: 203.419 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 259], Speed: 201.182 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 269], Speed: 198.924 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 279], Speed: 190.177 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 289], Speed: 201.201 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 299], Speed: 202.112 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 118][Batch 309], Speed: 215.350 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 118][Batch 319], Speed: 195.466 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 329], Speed: 200.292 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.776 [Epoch 118][Batch 339], Speed: 194.850 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 349], Speed: 203.151 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 359], Speed: 213.127 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.776 [Epoch 118][Batch 369], Speed: 208.796 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 379], Speed: 205.503 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 389], Speed: 203.605 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 399], Speed: 187.738 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 409], Speed: 192.033 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 419], Speed: 205.576 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 429], Speed: 216.537 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 439], Speed: 195.700 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 449], Speed: 199.319 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 459], Speed: 205.165 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 469], Speed: 190.734 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 479], Speed: 206.096 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 489], Speed: 205.119 samples/sec, LR=5e-05, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 499], Speed: 201.320 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 509], Speed: 198.529 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 519], Speed: 202.598 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 529], Speed: 200.239 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 539], Speed: 209.122 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 549], Speed: 216.955 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 559], Speed: 195.736 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 569], Speed: 198.634 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 579], Speed: 193.672 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 589], Speed: 204.648 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 599], Speed: 188.799 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 609], Speed: 201.519 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 619], Speed: 200.242 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.775 [Epoch 118][Batch 629], Speed: 188.207 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 639], Speed: 187.672 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 649], Speed: 194.575 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 659], Speed: 185.681 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 669], Speed: 215.174 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 679], Speed: 202.500 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 689], Speed: 213.988 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 699], Speed: 192.040 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 709], Speed: 205.810 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 719], Speed: 209.894 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 729], Speed: 203.495 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 739], Speed: 189.673 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 749], Speed: 195.603 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 759], Speed: 197.014 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 769], Speed: 203.372 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 779], Speed: 201.777 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 789], Speed: 208.887 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 799], Speed: 221.474 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 809], Speed: 200.435 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 819], Speed: 207.788 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 829], Speed: 207.408 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 839], Speed: 196.197 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 849], Speed: 219.509 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 859], Speed: 231.148 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 869], Speed: 202.257 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 879], Speed: 202.464 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.774 [Epoch 118][Batch 889], Speed: 211.537 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 118][Batch 899], Speed: 209.323 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 118][Batch 909], Speed: 215.342 samples/sec, LR=5e-05, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 118] Training cost: 593.842, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 119][Batch 9], Speed: 115.051 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 19], Speed: 205.223 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.228, HeatmapFocal=1.773 [Epoch 119][Batch 29], Speed: 204.077 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 39], Speed: 213.554 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 49], Speed: 210.424 samples/sec, LR=5e-05, WHL1=0.246, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 59], Speed: 215.026 samples/sec, LR=5e-05, WHL1=0.245, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 69], Speed: 196.128 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 79], Speed: 193.111 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 89], Speed: 207.040 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 99], Speed: 195.085 samples/sec, LR=5e-05, WHL1=0.243, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 109], Speed: 209.679 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 119], Speed: 200.520 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 129], Speed: 230.417 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 139], Speed: 199.898 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 149], Speed: 187.737 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 159], Speed: 197.575 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 169], Speed: 206.274 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 179], Speed: 221.234 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 189], Speed: 213.760 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 199], Speed: 201.326 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 209], Speed: 187.902 samples/sec, LR=5e-05, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 219], Speed: 188.927 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.773 [Epoch 119][Batch 229], Speed: 204.977 samples/sec, LR=5e-05, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.773 [Epoch 119][Batch 239], Speed: 201.695 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 249], Speed: 206.904 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 259], Speed: 204.570 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 269], Speed: 190.504 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 279], Speed: 188.620 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 289], Speed: 196.113 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 299], Speed: 204.637 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 309], Speed: 217.869 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 319], Speed: 208.214 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 329], Speed: 200.770 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 339], Speed: 201.962 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 349], Speed: 212.595 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 359], Speed: 194.927 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 369], Speed: 193.242 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 379], Speed: 212.920 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 389], Speed: 190.068 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 399], Speed: 189.411 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 409], Speed: 202.242 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 419], Speed: 192.903 samples/sec, LR=5e-05, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 429], Speed: 209.048 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 439], Speed: 202.180 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 449], Speed: 194.022 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 459], Speed: 203.597 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 469], Speed: 201.658 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 479], Speed: 195.765 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 489], Speed: 212.129 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.772 [Epoch 119][Batch 499], Speed: 213.846 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 509], Speed: 193.742 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 519], Speed: 198.606 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 529], Speed: 205.395 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 539], Speed: 195.949 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 549], Speed: 206.219 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 559], Speed: 185.982 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 569], Speed: 184.975 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 579], Speed: 189.639 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 589], Speed: 201.542 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 599], Speed: 197.616 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 609], Speed: 212.564 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 619], Speed: 192.556 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 629], Speed: 205.437 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 639], Speed: 201.424 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 649], Speed: 204.402 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 659], Speed: 197.942 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 669], Speed: 212.378 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 679], Speed: 195.880 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 689], Speed: 198.321 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 699], Speed: 203.308 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 709], Speed: 213.280 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 719], Speed: 201.710 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 729], Speed: 198.600 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 739], Speed: 205.548 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 749], Speed: 190.631 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.771 [Epoch 119][Batch 759], Speed: 199.649 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 769], Speed: 200.460 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 779], Speed: 186.731 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 789], Speed: 222.985 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 799], Speed: 205.307 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 809], Speed: 194.613 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 819], Speed: 195.867 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 829], Speed: 227.527 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 839], Speed: 208.231 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 849], Speed: 219.048 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 859], Speed: 219.719 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 869], Speed: 198.528 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 879], Speed: 205.490 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 889], Speed: 208.344 samples/sec, LR=5e-05, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 899], Speed: 226.023 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119][Batch 909], Speed: 209.357 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 119] Training cost: 591.816, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 9], Speed: 132.248 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.770 [Epoch 120][Batch 19], Speed: 203.553 samples/sec, LR=5.000000000000001e-06, WHL1=0.231, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 29], Speed: 185.048 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 120][Batch 39], Speed: 190.447 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 49], Speed: 194.284 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 59], Speed: 223.487 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 69], Speed: 220.904 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 79], Speed: 202.422 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 89], Speed: 191.643 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 99], Speed: 188.054 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.770 [Epoch 120][Batch 109], Speed: 210.299 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 119], Speed: 198.520 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 129], Speed: 228.064 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 139], Speed: 209.588 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 149], Speed: 199.168 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 159], Speed: 188.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 169], Speed: 193.868 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 179], Speed: 193.433 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 189], Speed: 208.096 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 199], Speed: 203.160 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 209], Speed: 200.397 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 219], Speed: 204.118 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 229], Speed: 204.630 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 239], Speed: 197.682 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 249], Speed: 213.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 259], Speed: 204.827 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 269], Speed: 187.505 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 279], Speed: 211.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 289], Speed: 200.229 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 299], Speed: 203.190 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 309], Speed: 210.084 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 319], Speed: 205.651 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 329], Speed: 184.961 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 339], Speed: 203.158 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 349], Speed: 192.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 359], Speed: 203.750 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.769 [Epoch 120][Batch 369], Speed: 217.335 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 379], Speed: 209.879 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 389], Speed: 194.939 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 399], Speed: 202.328 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 409], Speed: 201.063 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 419], Speed: 204.090 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 429], Speed: 207.861 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 439], Speed: 207.656 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 449], Speed: 193.327 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 459], Speed: 199.924 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 469], Speed: 197.313 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 479], Speed: 207.692 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 489], Speed: 219.205 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 499], Speed: 205.077 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 509], Speed: 196.799 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 519], Speed: 204.902 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 529], Speed: 203.304 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 539], Speed: 196.544 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 549], Speed: 205.596 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 559], Speed: 198.991 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 569], Speed: 207.607 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 579], Speed: 204.972 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 589], Speed: 211.614 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 599], Speed: 198.041 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 609], Speed: 214.683 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 619], Speed: 206.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.768 [Epoch 120][Batch 629], Speed: 186.642 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 639], Speed: 202.075 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 649], Speed: 200.195 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 659], Speed: 186.442 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 669], Speed: 199.608 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 679], Speed: 222.489 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 689], Speed: 194.154 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 699], Speed: 208.088 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 709], Speed: 207.634 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 719], Speed: 195.891 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 729], Speed: 218.156 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 739], Speed: 211.332 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 749], Speed: 195.224 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 759], Speed: 208.854 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 769], Speed: 197.605 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 779], Speed: 195.999 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 789], Speed: 206.559 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 799], Speed: 202.178 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 809], Speed: 201.149 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 819], Speed: 206.006 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 829], Speed: 205.585 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 839], Speed: 206.328 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 849], Speed: 206.501 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 859], Speed: 223.903 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 869], Speed: 205.300 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 879], Speed: 209.580 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.767 [Epoch 120][Batch 889], Speed: 218.804 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 120][Batch 899], Speed: 218.547 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 120][Batch 909], Speed: 209.987 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 120] Training cost: 593.680, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 120] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.461 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.301 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481 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 ] = 0.389 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 ] = 0.142 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648 person=39.3 bicycle=19.0 car=24.6 motorcycle=32.8 airplane=54.2 bus=52.5 train=56.9 truck=24.7 boat=13.7 traffic light=12.5 fire hydrant=52.3 stop sign=51.3 parking meter=35.7 bench=15.1 bird=20.4 cat=57.7 dog=52.0 horse=44.2 sheep=35.4 cow=38.6 elephant=55.2 bear=67.7 zebra=56.4 giraffe=59.5 backpack=5.3 umbrella=26.6 handbag=3.5 tie=17.9 suitcase=23.3 frisbee=41.1 skis=12.9 snowboard=18.2 sports ball=22.2 kite=25.4 baseball bat=12.9 baseball glove=20.8 skateboard=37.0 surfboard=24.6 tennis racket=28.7 bottle=19.8 wine glass=18.6 cup=23.1 fork=15.1 knife=5.5 spoon=4.8 bowl=27.3 banana=16.2 apple=11.3 sandwich=25.1 orange=22.9 broccoli=16.1 carrot=14.0 hot dog=24.7 pizza=38.0 donut=32.2 cake=26.6 chair=16.6 couch=37.3 potted plant=16.7 bed=39.5 dining table=22.6 toilet=56.8 tv=44.8 laptop=46.3 mouse=41.7 remote=9.7 keyboard=37.2 cell phone=19.3 microwave=40.5 oven=29.4 toaster=18.2 sink=25.5 refrigerator=45.8 book=3.2 clock=36.2 vase=23.7 scissors=17.1 teddy bear=34.4 hair drier=0.7 toothbrush=6.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.8 [Epoch 121][Batch 9], Speed: 117.337 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 19], Speed: 212.430 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.229, HeatmapFocal=1.766 [Epoch 121][Batch 29], Speed: 195.586 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.228, HeatmapFocal=1.766 [Epoch 121][Batch 39], Speed: 188.935 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 49], Speed: 184.922 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 59], Speed: 217.019 samples/sec, LR=5.000000000000001e-06, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 69], Speed: 198.614 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 79], Speed: 190.454 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 89], Speed: 217.255 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 121][Batch 99], Speed: 195.526 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 121][Batch 109], Speed: 191.329 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 121][Batch 119], Speed: 186.557 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 129], Speed: 200.367 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 139], Speed: 192.832 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 149], Speed: 201.204 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 159], Speed: 188.599 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 121][Batch 169], Speed: 196.480 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 179], Speed: 216.621 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 189], Speed: 202.208 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 199], Speed: 200.211 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 209], Speed: 219.197 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.766 [Epoch 121][Batch 219], Speed: 196.641 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 121][Batch 229], Speed: 204.873 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.766 [Epoch 121][Batch 239], Speed: 194.811 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 249], Speed: 218.374 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 259], Speed: 198.294 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 269], Speed: 197.587 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 279], Speed: 203.044 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 289], Speed: 188.661 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 299], Speed: 207.094 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 309], Speed: 219.054 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 319], Speed: 202.367 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 329], Speed: 197.995 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 339], Speed: 208.741 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 349], Speed: 195.964 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 359], Speed: 198.083 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 369], Speed: 230.989 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 379], Speed: 203.639 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 389], Speed: 190.572 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 399], Speed: 187.781 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 409], Speed: 203.727 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 419], Speed: 194.804 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 429], Speed: 230.654 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 439], Speed: 200.094 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 449], Speed: 194.579 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 459], Speed: 194.637 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 469], Speed: 207.470 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 479], Speed: 202.750 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 489], Speed: 235.856 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.765 [Epoch 121][Batch 499], Speed: 213.452 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 509], Speed: 194.304 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 519], Speed: 184.558 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 529], Speed: 196.415 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 539], Speed: 202.820 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 549], Speed: 203.106 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 559], Speed: 212.199 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 569], Speed: 202.555 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 579], Speed: 199.748 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 589], Speed: 198.213 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 599], Speed: 192.811 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 609], Speed: 225.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 619], Speed: 206.559 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 629], Speed: 193.874 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 639], Speed: 202.167 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 649], Speed: 197.275 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 659], Speed: 191.915 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 669], Speed: 204.999 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 679], Speed: 215.232 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 689], Speed: 197.233 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 699], Speed: 196.473 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 709], Speed: 201.066 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 719], Speed: 206.523 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 729], Speed: 231.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 739], Speed: 192.845 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 749], Speed: 197.305 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.764 [Epoch 121][Batch 759], Speed: 189.146 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 769], Speed: 197.233 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 779], Speed: 203.953 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 789], Speed: 228.370 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 799], Speed: 213.873 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 809], Speed: 196.432 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 819], Speed: 205.905 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 829], Speed: 225.366 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 839], Speed: 213.468 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 849], Speed: 216.577 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 859], Speed: 214.778 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 869], Speed: 207.921 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 879], Speed: 201.483 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 889], Speed: 198.003 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 899], Speed: 209.727 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121][Batch 909], Speed: 221.307 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 121] Training cost: 597.062, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 9], Speed: 112.491 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.763 [Epoch 122][Batch 19], Speed: 190.702 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 29], Speed: 203.099 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 39], Speed: 192.387 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 49], Speed: 195.182 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 59], Speed: 207.884 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 69], Speed: 219.523 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 79], Speed: 203.695 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.763 [Epoch 122][Batch 89], Speed: 196.742 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 122][Batch 99], Speed: 186.136 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 122][Batch 109], Speed: 209.095 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 119], Speed: 207.067 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 129], Speed: 227.871 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 139], Speed: 193.004 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 149], Speed: 197.411 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 159], Speed: 196.271 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 169], Speed: 194.057 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 179], Speed: 204.054 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 189], Speed: 227.658 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 199], Speed: 200.406 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 209], Speed: 202.798 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 219], Speed: 205.284 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 229], Speed: 196.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 239], Speed: 193.756 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 249], Speed: 222.994 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 259], Speed: 192.463 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 269], Speed: 194.739 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 279], Speed: 204.119 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 289], Speed: 196.556 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 299], Speed: 194.270 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 309], Speed: 213.572 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 319], Speed: 208.802 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 329], Speed: 200.736 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 339], Speed: 200.070 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 349], Speed: 204.127 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 359], Speed: 197.869 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 369], Speed: 224.608 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 122][Batch 379], Speed: 194.864 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 389], Speed: 190.529 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 399], Speed: 187.841 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 409], Speed: 201.924 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 419], Speed: 206.731 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 429], Speed: 210.659 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 439], Speed: 208.114 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 449], Speed: 198.249 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 459], Speed: 197.909 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 469], Speed: 195.489 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 479], Speed: 197.516 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 489], Speed: 225.625 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 499], Speed: 213.528 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 509], Speed: 199.280 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 519], Speed: 199.857 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 529], Speed: 204.622 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 539], Speed: 201.914 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 549], Speed: 218.835 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 559], Speed: 203.928 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 569], Speed: 197.094 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 579], Speed: 199.564 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 589], Speed: 204.281 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 599], Speed: 193.975 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 609], Speed: 216.028 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 619], Speed: 200.277 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 629], Speed: 180.022 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.761 [Epoch 122][Batch 639], Speed: 193.816 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 649], Speed: 196.218 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 659], Speed: 201.588 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 669], Speed: 205.534 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 679], Speed: 196.786 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 689], Speed: 201.068 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 699], Speed: 206.986 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 709], Speed: 206.500 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 719], Speed: 205.857 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 729], Speed: 218.587 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 739], Speed: 206.386 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 749], Speed: 188.952 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 759], Speed: 191.206 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 769], Speed: 202.191 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 779], Speed: 211.226 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 789], Speed: 222.671 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 799], Speed: 210.739 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 809], Speed: 189.338 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 819], Speed: 202.098 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 829], Speed: 226.524 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 839], Speed: 225.024 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 849], Speed: 216.205 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 859], Speed: 215.589 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 869], Speed: 190.746 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 879], Speed: 204.088 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 889], Speed: 195.032 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 899], Speed: 212.881 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.760 [Epoch 122][Batch 909], Speed: 228.425 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 122] Training cost: 595.071, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 9], Speed: 108.317 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.228, HeatmapFocal=1.759 [Epoch 123][Batch 19], Speed: 201.748 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 29], Speed: 203.793 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 39], Speed: 184.495 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.228, HeatmapFocal=1.759 [Epoch 123][Batch 49], Speed: 206.768 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 59], Speed: 214.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 69], Speed: 224.504 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 79], Speed: 199.313 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 89], Speed: 194.579 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 99], Speed: 194.996 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 109], Speed: 205.037 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 119], Speed: 222.684 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 129], Speed: 228.739 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 139], Speed: 194.704 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 149], Speed: 199.227 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 159], Speed: 196.898 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 169], Speed: 193.238 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.759 [Epoch 123][Batch 179], Speed: 210.752 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 189], Speed: 227.363 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 199], Speed: 190.701 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 209], Speed: 204.742 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 219], Speed: 200.252 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 229], Speed: 204.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 239], Speed: 195.995 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 249], Speed: 224.678 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 259], Speed: 222.054 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.759 [Epoch 123][Batch 269], Speed: 193.475 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 279], Speed: 197.887 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 289], Speed: 203.801 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 299], Speed: 197.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 309], Speed: 215.873 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 319], Speed: 206.654 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 329], Speed: 182.151 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 339], Speed: 189.910 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 349], Speed: 195.406 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 359], Speed: 205.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 369], Speed: 221.826 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 379], Speed: 202.238 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 389], Speed: 179.923 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 399], Speed: 210.434 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 409], Speed: 191.682 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 419], Speed: 216.626 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 429], Speed: 218.162 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 439], Speed: 188.593 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 449], Speed: 197.616 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 459], Speed: 200.596 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 469], Speed: 203.688 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 479], Speed: 220.131 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 489], Speed: 213.351 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 499], Speed: 206.008 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 509], Speed: 195.350 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 519], Speed: 203.785 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 529], Speed: 202.376 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.758 [Epoch 123][Batch 539], Speed: 208.315 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 549], Speed: 218.896 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 559], Speed: 195.383 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 569], Speed: 198.856 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 579], Speed: 203.485 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 589], Speed: 192.741 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 599], Speed: 199.715 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 609], Speed: 219.283 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 619], Speed: 218.540 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 629], Speed: 197.798 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 639], Speed: 203.230 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 649], Speed: 190.901 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 659], Speed: 215.856 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 669], Speed: 227.722 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 679], Speed: 203.577 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 689], Speed: 197.679 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 699], Speed: 204.975 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 709], Speed: 204.583 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 719], Speed: 220.362 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 729], Speed: 208.967 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 739], Speed: 203.928 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 749], Speed: 194.514 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 759], Speed: 198.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 769], Speed: 194.012 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 779], Speed: 202.736 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 789], Speed: 229.303 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 799], Speed: 221.809 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.757 [Epoch 123][Batch 809], Speed: 198.866 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 819], Speed: 211.814 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 829], Speed: 214.890 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 839], Speed: 216.756 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 849], Speed: 214.894 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 859], Speed: 224.054 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 869], Speed: 198.031 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 879], Speed: 217.053 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 889], Speed: 207.843 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 899], Speed: 206.539 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123][Batch 909], Speed: 205.080 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 123] Training cost: 592.764, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 9], Speed: 106.052 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 19], Speed: 196.735 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 29], Speed: 203.123 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 39], Speed: 206.731 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 49], Speed: 205.260 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 59], Speed: 219.152 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 69], Speed: 220.787 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 79], Speed: 203.775 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.756 [Epoch 124][Batch 89], Speed: 203.209 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.756 [Epoch 124][Batch 99], Speed: 192.922 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 109], Speed: 194.086 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 119], Speed: 187.863 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 129], Speed: 225.457 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 139], Speed: 203.813 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 149], Speed: 187.796 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 159], Speed: 195.730 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.756 [Epoch 124][Batch 169], Speed: 197.584 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 179], Speed: 205.030 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 189], Speed: 216.457 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 199], Speed: 206.920 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 209], Speed: 196.885 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 219], Speed: 198.347 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 229], Speed: 192.545 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 239], Speed: 195.510 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 249], Speed: 213.081 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 259], Speed: 206.167 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 269], Speed: 178.356 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 279], Speed: 204.123 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 289], Speed: 196.384 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 299], Speed: 205.607 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 309], Speed: 220.227 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 319], Speed: 197.952 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 329], Speed: 194.990 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 339], Speed: 200.794 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 349], Speed: 206.220 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 359], Speed: 207.749 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 369], Speed: 227.034 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 379], Speed: 212.379 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 389], Speed: 190.345 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 399], Speed: 188.730 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 409], Speed: 196.756 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 419], Speed: 204.706 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 429], Speed: 221.059 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.755 [Epoch 124][Batch 439], Speed: 205.348 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 449], Speed: 189.360 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 459], Speed: 192.612 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 469], Speed: 199.846 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 479], Speed: 202.943 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 489], Speed: 216.156 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 499], Speed: 204.649 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 509], Speed: 191.187 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 519], Speed: 200.984 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 529], Speed: 190.535 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 539], Speed: 197.034 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 549], Speed: 188.576 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 559], Speed: 213.692 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 569], Speed: 193.716 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 579], Speed: 195.327 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 589], Speed: 191.339 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 599], Speed: 195.518 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 609], Speed: 213.838 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 619], Speed: 217.541 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 629], Speed: 199.598 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 639], Speed: 201.548 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 649], Speed: 200.451 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 659], Speed: 194.645 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 669], Speed: 189.869 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 679], Speed: 202.454 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 689], Speed: 195.988 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 699], Speed: 190.228 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 709], Speed: 192.968 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.754 [Epoch 124][Batch 719], Speed: 205.852 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 729], Speed: 215.475 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 739], Speed: 210.068 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 749], Speed: 190.806 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 759], Speed: 201.849 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 769], Speed: 188.025 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 779], Speed: 206.301 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 789], Speed: 212.309 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 799], Speed: 219.752 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 809], Speed: 201.153 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 819], Speed: 205.837 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 829], Speed: 223.156 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 839], Speed: 212.299 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 849], Speed: 213.522 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 859], Speed: 233.467 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 869], Speed: 194.792 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 879], Speed: 206.636 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 889], Speed: 217.256 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 899], Speed: 207.398 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124][Batch 909], Speed: 234.425 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 124] Training cost: 592.266, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 9], Speed: 109.472 samples/sec, LR=5.000000000000001e-06, WHL1=0.242, CenterRegL1=0.227, HeatmapFocal=1.753 [Epoch 125][Batch 19], Speed: 195.810 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 29], Speed: 188.635 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 39], Speed: 182.163 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 49], Speed: 209.483 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 59], Speed: 202.826 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 69], Speed: 225.841 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.753 [Epoch 125][Batch 79], Speed: 199.539 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 89], Speed: 200.593 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 99], Speed: 185.648 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 109], Speed: 207.126 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 119], Speed: 199.320 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 129], Speed: 208.826 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 139], Speed: 218.414 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 149], Speed: 190.826 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 159], Speed: 200.091 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 169], Speed: 192.314 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 179], Speed: 214.871 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 189], Speed: 209.423 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 199], Speed: 208.079 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 209], Speed: 196.795 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 219], Speed: 200.075 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 229], Speed: 207.945 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 239], Speed: 200.576 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 249], Speed: 210.380 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 259], Speed: 206.898 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 269], Speed: 196.287 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 279], Speed: 181.987 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 289], Speed: 201.032 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 299], Speed: 194.672 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 309], Speed: 206.504 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 319], Speed: 206.160 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 329], Speed: 203.764 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 339], Speed: 195.796 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.752 [Epoch 125][Batch 349], Speed: 205.183 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 359], Speed: 193.610 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 369], Speed: 193.731 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 379], Speed: 208.223 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 389], Speed: 199.454 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 399], Speed: 189.351 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 409], Speed: 200.577 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 419], Speed: 200.771 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 429], Speed: 205.284 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 439], Speed: 202.042 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 449], Speed: 196.353 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 459], Speed: 189.493 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 469], Speed: 196.670 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 479], Speed: 194.512 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 489], Speed: 223.625 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 499], Speed: 187.041 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 509], Speed: 183.990 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 519], Speed: 196.970 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 529], Speed: 206.431 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 539], Speed: 201.934 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 549], Speed: 207.186 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 559], Speed: 201.716 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 569], Speed: 189.267 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 579], Speed: 201.648 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 589], Speed: 206.406 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 599], Speed: 197.646 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 609], Speed: 215.480 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 619], Speed: 191.189 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.751 [Epoch 125][Batch 629], Speed: 197.990 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 639], Speed: 189.347 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 649], Speed: 208.408 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 659], Speed: 197.256 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 669], Speed: 215.208 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 679], Speed: 205.711 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 689], Speed: 193.657 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 699], Speed: 201.495 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 709], Speed: 199.629 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 719], Speed: 198.721 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 729], Speed: 187.779 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 739], Speed: 210.820 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 749], Speed: 189.956 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 759], Speed: 188.997 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 769], Speed: 205.989 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 779], Speed: 206.538 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 789], Speed: 197.950 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 799], Speed: 229.980 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 809], Speed: 201.244 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 819], Speed: 218.999 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 829], Speed: 207.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 839], Speed: 192.732 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 849], Speed: 223.698 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 859], Speed: 233.196 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 869], Speed: 204.321 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 879], Speed: 191.497 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 889], Speed: 206.676 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 899], Speed: 204.321 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125][Batch 909], Speed: 207.884 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.750 [Epoch 125] Training cost: 593.416, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 9], Speed: 98.219 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 19], Speed: 195.847 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 29], Speed: 193.254 samples/sec, LR=5.000000000000001e-06, WHL1=0.230, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 39], Speed: 204.453 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 49], Speed: 199.965 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 59], Speed: 218.314 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 69], Speed: 224.942 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 79], Speed: 209.149 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 89], Speed: 193.135 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 99], Speed: 209.381 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 109], Speed: 188.472 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.749 [Epoch 126][Batch 119], Speed: 191.794 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 129], Speed: 209.506 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 139], Speed: 217.699 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 149], Speed: 190.890 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 159], Speed: 195.212 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 169], Speed: 200.230 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 179], Speed: 204.432 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 189], Speed: 208.040 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 199], Speed: 208.475 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 209], Speed: 181.475 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 219], Speed: 207.930 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 229], Speed: 215.759 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 239], Speed: 196.283 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 249], Speed: 198.692 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 259], Speed: 199.450 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 269], Speed: 198.402 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.749 [Epoch 126][Batch 279], Speed: 205.158 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 289], Speed: 204.023 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 299], Speed: 198.260 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 309], Speed: 193.047 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 319], Speed: 193.580 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 329], Speed: 192.198 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 339], Speed: 202.120 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 349], Speed: 200.444 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 359], Speed: 193.195 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 369], Speed: 196.659 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 379], Speed: 209.782 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 389], Speed: 195.052 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 399], Speed: 206.798 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 409], Speed: 209.368 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 419], Speed: 208.362 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 429], Speed: 196.375 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 439], Speed: 206.993 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 449], Speed: 187.074 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 459], Speed: 213.010 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 469], Speed: 213.670 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 479], Speed: 193.586 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 489], Speed: 205.195 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 499], Speed: 196.790 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 509], Speed: 198.839 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 519], Speed: 195.631 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 529], Speed: 192.051 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 539], Speed: 199.762 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 549], Speed: 195.273 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.748 [Epoch 126][Batch 559], Speed: 192.268 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 569], Speed: 187.079 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 579], Speed: 214.565 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 589], Speed: 188.053 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 599], Speed: 195.930 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 609], Speed: 210.447 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 619], Speed: 210.556 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 629], Speed: 188.610 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 639], Speed: 207.730 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 649], Speed: 188.976 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 659], Speed: 191.568 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 669], Speed: 198.827 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 679], Speed: 194.339 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 689], Speed: 195.126 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 699], Speed: 202.246 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 709], Speed: 190.267 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 719], Speed: 193.262 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 729], Speed: 194.859 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 739], Speed: 201.698 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 749], Speed: 178.803 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 759], Speed: 190.525 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 769], Speed: 199.203 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 779], Speed: 196.469 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 789], Speed: 210.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 799], Speed: 203.348 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 809], Speed: 201.823 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 819], Speed: 231.430 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 829], Speed: 218.291 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 839], Speed: 206.297 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.747 [Epoch 126][Batch 849], Speed: 215.054 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126][Batch 859], Speed: 215.893 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126][Batch 869], Speed: 197.090 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126][Batch 879], Speed: 198.137 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126][Batch 889], Speed: 200.440 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126][Batch 899], Speed: 221.741 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126][Batch 909], Speed: 209.215 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 126] Training cost: 592.475, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 9], Speed: 116.979 samples/sec, LR=5.000000000000001e-06, WHL1=0.230, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 19], Speed: 202.070 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 29], Speed: 196.807 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 39], Speed: 201.893 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 49], Speed: 212.261 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 59], Speed: 218.850 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 69], Speed: 224.235 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 79], Speed: 198.539 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 89], Speed: 193.040 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 99], Speed: 206.698 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 109], Speed: 196.806 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 119], Speed: 199.132 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 129], Speed: 225.767 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 139], Speed: 209.310 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.746 [Epoch 127][Batch 149], Speed: 192.327 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 159], Speed: 198.817 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 169], Speed: 206.286 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 179], Speed: 209.044 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 189], Speed: 200.689 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 199], Speed: 205.217 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 209], Speed: 187.150 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.746 [Epoch 127][Batch 219], Speed: 198.296 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 229], Speed: 217.501 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 239], Speed: 204.824 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 249], Speed: 189.254 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 259], Speed: 192.116 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 269], Speed: 198.474 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 279], Speed: 207.748 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.745 [Epoch 127][Batch 289], Speed: 192.623 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 299], Speed: 213.917 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.745 [Epoch 127][Batch 309], Speed: 206.013 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.745 [Epoch 127][Batch 319], Speed: 214.066 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.745 [Epoch 127][Batch 329], Speed: 188.140 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 339], Speed: 207.697 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 349], Speed: 206.910 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 359], Speed: 204.123 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 369], Speed: 181.556 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 379], Speed: 200.802 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 389], Speed: 201.017 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 399], Speed: 192.308 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 409], Speed: 195.352 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 419], Speed: 200.536 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 429], Speed: 211.349 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 439], Speed: 191.813 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 449], Speed: 197.856 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 459], Speed: 218.824 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 469], Speed: 193.199 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 479], Speed: 193.199 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 489], Speed: 194.215 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 499], Speed: 211.576 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.745 [Epoch 127][Batch 509], Speed: 196.778 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 519], Speed: 205.697 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 529], Speed: 193.451 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 539], Speed: 207.164 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 549], Speed: 189.513 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 559], Speed: 201.777 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 569], Speed: 192.771 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 579], Speed: 200.929 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 589], Speed: 205.276 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 599], Speed: 198.826 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 609], Speed: 207.784 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 619], Speed: 218.995 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 629], Speed: 195.924 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 639], Speed: 211.625 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 649], Speed: 202.620 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 659], Speed: 209.832 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 669], Speed: 193.019 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 679], Speed: 213.504 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 689], Speed: 187.928 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 699], Speed: 212.655 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 709], Speed: 209.816 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 719], Speed: 194.129 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 729], Speed: 207.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 739], Speed: 192.008 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 749], Speed: 187.452 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 759], Speed: 205.316 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 769], Speed: 184.158 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 779], Speed: 199.542 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.744 [Epoch 127][Batch 789], Speed: 205.855 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 799], Speed: 206.189 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 809], Speed: 203.374 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 819], Speed: 217.082 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 829], Speed: 205.064 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 839], Speed: 193.931 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 849], Speed: 207.539 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 859], Speed: 209.410 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 869], Speed: 184.510 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 879], Speed: 209.591 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 889], Speed: 219.796 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 899], Speed: 225.345 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127][Batch 909], Speed: 211.370 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 127] Training cost: 590.968, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 128][Batch 9], Speed: 111.739 samples/sec, LR=5.000000000000001e-06, WHL1=0.229, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 19], Speed: 188.675 samples/sec, LR=5.000000000000001e-06, WHL1=0.231, CenterRegL1=0.226, HeatmapFocal=1.743 [Epoch 128][Batch 29], Speed: 212.332 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 39], Speed: 190.044 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 49], Speed: 206.906 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 59], Speed: 208.816 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 69], Speed: 214.545 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 79], Speed: 196.535 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 89], Speed: 213.977 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 99], Speed: 200.535 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 109], Speed: 199.339 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 119], Speed: 186.738 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 129], Speed: 221.297 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 139], Speed: 197.082 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 149], Speed: 191.416 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.227, HeatmapFocal=1.743 [Epoch 128][Batch 159], Speed: 200.855 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 169], Speed: 204.702 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 179], Speed: 218.000 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 189], Speed: 200.095 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 199], Speed: 209.864 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 209], Speed: 194.861 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 219], Speed: 199.854 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 229], Speed: 198.824 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 239], Speed: 206.827 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 249], Speed: 201.741 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 259], Speed: 189.525 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 269], Speed: 192.734 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 279], Speed: 202.773 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 289], Speed: 205.166 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 299], Speed: 199.067 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 309], Speed: 209.525 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 319], Speed: 203.888 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 329], Speed: 191.909 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 339], Speed: 219.757 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 349], Speed: 207.211 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 359], Speed: 207.371 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 369], Speed: 215.909 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 379], Speed: 213.110 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 389], Speed: 195.488 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 399], Speed: 211.867 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 409], Speed: 201.943 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 419], Speed: 205.760 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 429], Speed: 214.319 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 439], Speed: 197.086 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 449], Speed: 202.694 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.742 [Epoch 128][Batch 459], Speed: 214.036 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 469], Speed: 193.458 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 479], Speed: 195.041 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 489], Speed: 223.550 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 499], Speed: 194.494 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 509], Speed: 197.760 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 519], Speed: 215.567 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 529], Speed: 201.611 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 539], Speed: 204.661 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 549], Speed: 222.783 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 559], Speed: 216.303 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 569], Speed: 193.744 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 579], Speed: 199.841 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 589], Speed: 205.786 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 599], Speed: 199.841 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 609], Speed: 222.073 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 619], Speed: 205.413 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 629], Speed: 195.464 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 639], Speed: 195.501 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 649], Speed: 189.913 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 659], Speed: 196.066 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 669], Speed: 223.017 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 679], Speed: 206.598 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 689], Speed: 184.076 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 699], Speed: 189.992 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 709], Speed: 191.933 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 719], Speed: 207.477 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 729], Speed: 218.960 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 739], Speed: 208.835 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.741 [Epoch 128][Batch 749], Speed: 185.751 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 759], Speed: 192.650 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 769], Speed: 198.492 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 779], Speed: 201.085 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 789], Speed: 214.821 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 799], Speed: 205.773 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 809], Speed: 206.919 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 819], Speed: 203.989 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 829], Speed: 208.306 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 839], Speed: 208.643 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 849], Speed: 219.567 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 859], Speed: 213.309 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 869], Speed: 197.363 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 879], Speed: 197.289 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 889], Speed: 205.824 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 899], Speed: 220.874 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128][Batch 909], Speed: 207.531 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 128] Training cost: 590.442, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 9], Speed: 120.870 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 19], Speed: 209.443 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 129][Batch 29], Speed: 191.100 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 129][Batch 39], Speed: 198.068 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 129][Batch 49], Speed: 196.368 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 59], Speed: 214.838 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 69], Speed: 201.976 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 79], Speed: 191.765 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 89], Speed: 202.422 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 99], Speed: 194.359 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 109], Speed: 202.182 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 119], Speed: 198.639 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 129][Batch 129], Speed: 224.141 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 139], Speed: 204.505 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 149], Speed: 202.052 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 159], Speed: 201.000 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 169], Speed: 193.507 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 179], Speed: 207.596 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 189], Speed: 201.662 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 199], Speed: 210.527 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 209], Speed: 198.903 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 219], Speed: 192.710 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 229], Speed: 203.140 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 239], Speed: 216.327 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 249], Speed: 200.470 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 259], Speed: 195.038 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 269], Speed: 193.379 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 279], Speed: 204.187 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 289], Speed: 204.944 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 299], Speed: 206.977 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 309], Speed: 193.255 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 319], Speed: 201.704 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 329], Speed: 194.600 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 339], Speed: 189.326 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 349], Speed: 197.890 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 359], Speed: 218.789 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 369], Speed: 193.091 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 379], Speed: 206.615 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 389], Speed: 198.587 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 399], Speed: 206.050 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 409], Speed: 209.089 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.739 [Epoch 129][Batch 419], Speed: 219.224 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 429], Speed: 196.468 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 439], Speed: 198.201 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 449], Speed: 198.437 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 459], Speed: 194.760 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 469], Speed: 195.274 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 479], Speed: 227.544 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 489], Speed: 195.488 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 499], Speed: 209.051 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 509], Speed: 190.345 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 519], Speed: 198.967 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 529], Speed: 193.477 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 539], Speed: 225.827 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 549], Speed: 207.646 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 559], Speed: 221.766 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 569], Speed: 197.840 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 579], Speed: 184.991 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 589], Speed: 201.562 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 599], Speed: 216.053 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 609], Speed: 198.108 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 619], Speed: 216.764 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 629], Speed: 186.634 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 639], Speed: 199.215 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 649], Speed: 207.216 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 659], Speed: 210.702 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 669], Speed: 192.291 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 679], Speed: 218.534 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 689], Speed: 197.295 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 699], Speed: 197.382 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 709], Speed: 203.951 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.738 [Epoch 129][Batch 719], Speed: 212.898 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 729], Speed: 210.235 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 739], Speed: 209.011 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 749], Speed: 192.180 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 759], Speed: 192.361 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 769], Speed: 203.382 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 779], Speed: 218.678 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 789], Speed: 193.880 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 799], Speed: 197.294 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 809], Speed: 201.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 819], Speed: 203.289 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 829], Speed: 209.794 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 839], Speed: 216.961 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 849], Speed: 211.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 859], Speed: 217.454 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 869], Speed: 199.536 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 879], Speed: 214.946 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 889], Speed: 219.085 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 899], Speed: 218.473 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129][Batch 909], Speed: 204.194 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 129] Training cost: 591.146, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 130][Batch 9], Speed: 115.591 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 130][Batch 19], Speed: 214.934 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.737 [Epoch 130][Batch 29], Speed: 192.544 samples/sec, LR=5.000000000000001e-06, WHL1=0.231, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 130][Batch 39], Speed: 210.767 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 130][Batch 49], Speed: 196.212 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 130][Batch 59], Speed: 208.338 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.737 [Epoch 130][Batch 69], Speed: 209.297 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.737 [Epoch 130][Batch 79], Speed: 206.243 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.737 [Epoch 130][Batch 89], Speed: 208.083 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.737 [Epoch 130][Batch 99], Speed: 205.696 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.736 [Epoch 130][Batch 109], Speed: 209.026 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.736 [Epoch 130][Batch 119], Speed: 195.618 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.736 [Epoch 130][Batch 129], Speed: 216.251 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.736 [Epoch 130][Batch 139], Speed: 215.714 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.736 [Epoch 130][Batch 149], Speed: 185.211 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 159], Speed: 216.847 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 169], Speed: 206.567 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 179], Speed: 202.897 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 189], Speed: 211.283 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 199], Speed: 191.748 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 209], Speed: 209.366 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 219], Speed: 199.318 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 229], Speed: 200.542 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 239], Speed: 192.799 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 249], Speed: 198.772 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 259], Speed: 200.830 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 269], Speed: 206.065 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 279], Speed: 200.056 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 289], Speed: 204.871 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 299], Speed: 191.827 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 309], Speed: 205.773 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 319], Speed: 198.108 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 329], Speed: 201.483 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 339], Speed: 213.806 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 349], Speed: 208.640 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 359], Speed: 193.630 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 369], Speed: 202.743 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 379], Speed: 201.321 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 389], Speed: 201.881 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.736 [Epoch 130][Batch 399], Speed: 212.406 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 409], Speed: 203.694 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 419], Speed: 186.137 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 429], Speed: 211.480 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 439], Speed: 188.055 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 449], Speed: 217.285 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 459], Speed: 195.601 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 469], Speed: 213.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 479], Speed: 204.248 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 489], Speed: 204.348 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 499], Speed: 197.541 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 509], Speed: 198.437 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 519], Speed: 213.341 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 529], Speed: 189.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 539], Speed: 194.231 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 549], Speed: 208.889 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 559], Speed: 210.245 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 569], Speed: 211.001 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 579], Speed: 205.868 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 589], Speed: 212.070 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 599], Speed: 191.142 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 609], Speed: 207.682 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 619], Speed: 194.816 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 629], Speed: 197.597 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 639], Speed: 209.861 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 649], Speed: 205.128 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 659], Speed: 186.913 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 669], Speed: 204.563 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 679], Speed: 205.828 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 689], Speed: 218.457 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.735 [Epoch 130][Batch 699], Speed: 202.357 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 709], Speed: 194.963 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 719], Speed: 204.287 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 729], Speed: 195.321 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 739], Speed: 206.156 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 749], Speed: 203.590 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 759], Speed: 200.800 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 769], Speed: 204.002 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 779], Speed: 195.944 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 789], Speed: 200.648 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 799], Speed: 207.971 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 809], Speed: 227.655 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 819], Speed: 222.526 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 829], Speed: 204.361 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 839], Speed: 211.697 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 849], Speed: 215.043 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 859], Speed: 209.489 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 869], Speed: 204.913 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 879], Speed: 208.766 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 889], Speed: 200.621 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 899], Speed: 201.571 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130][Batch 909], Speed: 218.732 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130] Training cost: 591.837, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 130] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.085 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.303 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.261 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.390 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 ] = 0.139 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.647 person=39.4 bicycle=19.2 car=24.8 motorcycle=32.5 airplane=53.8 bus=52.5 train=57.0 truck=24.9 boat=13.6 traffic light=12.6 fire hydrant=52.6 stop sign=51.4 parking meter=35.6 bench=15.5 bird=20.8 cat=58.5 dog=52.9 horse=44.8 sheep=35.6 cow=38.9 elephant=55.0 bear=67.9 zebra=56.8 giraffe=59.7 backpack=5.4 umbrella=26.2 handbag=3.9 tie=17.9 suitcase=23.8 frisbee=40.7 skis=13.1 snowboard=18.4 sports ball=21.9 kite=25.4 baseball bat=13.4 baseball glove=20.3 skateboard=37.1 surfboard=24.8 tennis racket=28.6 bottle=19.9 wine glass=18.7 cup=23.4 fork=15.0 knife=5.8 spoon=5.1 bowl=27.4 banana=16.5 apple=11.5 sandwich=25.7 orange=22.6 broccoli=16.4 carrot=13.8 hot dog=24.6 pizza=37.6 donut=32.5 cake=27.3 chair=16.6 couch=37.5 potted plant=17.2 bed=40.3 dining table=22.7 toilet=57.2 tv=44.8 laptop=46.0 mouse=41.6 remote=10.4 keyboard=38.1 cell phone=19.8 microwave=39.3 oven=30.0 toaster=18.9 sink=25.1 refrigerator=46.2 book=3.3 clock=36.8 vase=23.7 scissors=15.9 teddy bear=35.6 hair drier=0.5 toothbrush=7.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =29.0 [Epoch 131][Batch 9], Speed: 105.342 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 19], Speed: 205.889 samples/sec, LR=5.000000000000001e-06, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 29], Speed: 190.042 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 39], Speed: 202.546 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 49], Speed: 210.619 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 59], Speed: 203.133 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 69], Speed: 209.943 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 79], Speed: 190.408 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.734 [Epoch 131][Batch 89], Speed: 212.239 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 99], Speed: 204.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 109], Speed: 205.767 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 119], Speed: 224.295 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 129], Speed: 212.765 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 139], Speed: 200.087 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 149], Speed: 212.754 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 159], Speed: 206.392 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 169], Speed: 208.553 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 179], Speed: 215.969 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 189], Speed: 207.333 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 199], Speed: 195.071 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 209], Speed: 214.617 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 219], Speed: 196.682 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 229], Speed: 203.501 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 239], Speed: 212.878 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 249], Speed: 205.670 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 259], Speed: 193.317 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 269], Speed: 205.530 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 279], Speed: 193.462 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 289], Speed: 210.490 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 299], Speed: 209.482 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 309], Speed: 198.798 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 319], Speed: 194.268 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 329], Speed: 208.063 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 339], Speed: 197.044 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 349], Speed: 210.870 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 359], Speed: 214.066 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 369], Speed: 201.802 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.733 [Epoch 131][Batch 379], Speed: 199.646 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 389], Speed: 207.227 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 399], Speed: 200.449 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 409], Speed: 208.228 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 419], Speed: 200.293 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 429], Speed: 209.193 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 439], Speed: 206.289 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 449], Speed: 213.016 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 459], Speed: 206.950 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 469], Speed: 207.592 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 479], Speed: 210.417 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 489], Speed: 195.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 499], Speed: 184.715 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 509], Speed: 201.996 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 519], Speed: 191.137 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 529], Speed: 205.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 539], Speed: 213.618 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 549], Speed: 217.606 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 559], Speed: 198.650 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 569], Speed: 211.499 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 579], Speed: 193.547 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 589], Speed: 207.060 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 599], Speed: 214.088 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 609], Speed: 220.333 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 619], Speed: 196.556 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 629], Speed: 214.419 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 639], Speed: 207.690 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 649], Speed: 212.018 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 659], Speed: 219.652 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 669], Speed: 218.874 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 679], Speed: 190.202 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.732 [Epoch 131][Batch 689], Speed: 199.821 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 699], Speed: 193.588 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 709], Speed: 198.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 719], Speed: 207.978 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 729], Speed: 204.899 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 739], Speed: 192.731 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 749], Speed: 205.509 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 759], Speed: 208.861 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 769], Speed: 198.375 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 779], Speed: 222.429 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 789], Speed: 209.192 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 799], Speed: 197.723 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 809], Speed: 198.704 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 819], Speed: 214.501 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 829], Speed: 231.775 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 839], Speed: 236.219 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 849], Speed: 216.974 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 859], Speed: 216.004 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 869], Speed: 214.530 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 879], Speed: 208.277 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 889], Speed: 227.597 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 899], Speed: 213.085 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131][Batch 909], Speed: 199.545 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 131] Training cost: 592.648, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 132][Batch 9], Speed: 94.885 samples/sec, LR=5.000000000000001e-06, WHL1=0.224, CenterRegL1=0.227, HeatmapFocal=1.731 [Epoch 132][Batch 19], Speed: 221.936 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 132][Batch 29], Speed: 211.178 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 132][Batch 39], Speed: 199.633 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.731 [Epoch 132][Batch 49], Speed: 203.959 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.731 [Epoch 132][Batch 59], Speed: 211.663 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.227, HeatmapFocal=1.731 [Epoch 132][Batch 69], Speed: 212.138 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.227, HeatmapFocal=1.731 [Epoch 132][Batch 79], Speed: 197.387 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 89], Speed: 223.656 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 99], Speed: 210.116 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 109], Speed: 229.267 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 119], Speed: 194.683 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 129], Speed: 215.745 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 139], Speed: 210.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 149], Speed: 217.304 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 159], Speed: 198.766 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 169], Speed: 221.908 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 179], Speed: 201.120 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 189], Speed: 205.406 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 199], Speed: 194.599 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 209], Speed: 214.632 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 219], Speed: 203.247 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 229], Speed: 203.935 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 239], Speed: 199.002 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 249], Speed: 206.448 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 259], Speed: 201.352 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 269], Speed: 196.181 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 279], Speed: 202.474 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 289], Speed: 201.450 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 299], Speed: 199.011 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 309], Speed: 207.522 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 319], Speed: 188.302 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 329], Speed: 209.698 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 339], Speed: 217.133 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 349], Speed: 229.067 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 359], Speed: 209.976 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 369], Speed: 204.047 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 379], Speed: 193.485 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.730 [Epoch 132][Batch 389], Speed: 183.277 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 399], Speed: 209.523 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 409], Speed: 223.691 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 419], Speed: 224.751 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 429], Speed: 233.811 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 439], Speed: 201.837 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 449], Speed: 212.483 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 459], Speed: 195.636 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 469], Speed: 226.935 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 479], Speed: 220.412 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 489], Speed: 230.353 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 499], Speed: 194.699 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 509], Speed: 210.540 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 519], Speed: 182.426 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 529], Speed: 206.320 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 539], Speed: 207.964 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 549], Speed: 216.317 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 559], Speed: 196.466 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 569], Speed: 214.987 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 579], Speed: 213.282 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 589], Speed: 225.527 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 599], Speed: 204.058 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 609], Speed: 208.188 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 619], Speed: 191.265 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 629], Speed: 208.957 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 639], Speed: 207.937 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 649], Speed: 216.771 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 659], Speed: 207.513 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 669], Speed: 210.454 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 679], Speed: 197.245 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.729 [Epoch 132][Batch 689], Speed: 207.162 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 699], Speed: 195.758 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 709], Speed: 219.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 719], Speed: 197.167 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 729], Speed: 223.134 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 739], Speed: 204.916 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 749], Speed: 211.005 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 759], Speed: 201.775 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 769], Speed: 208.426 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 779], Speed: 200.601 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 789], Speed: 213.576 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 799], Speed: 207.451 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 809], Speed: 200.643 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 819], Speed: 208.298 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 829], Speed: 214.219 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 839], Speed: 223.751 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 849], Speed: 213.745 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 859], Speed: 216.900 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 869], Speed: 213.810 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 879], Speed: 211.534 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 889], Speed: 204.774 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 899], Speed: 215.442 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132][Batch 909], Speed: 209.111 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 132] Training cost: 588.974, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 133][Batch 9], Speed: 100.428 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 133][Batch 19], Speed: 208.525 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 133][Batch 29], Speed: 197.971 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.728 [Epoch 133][Batch 39], Speed: 205.571 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.728 [Epoch 133][Batch 49], Speed: 200.403 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.728 [Epoch 133][Batch 59], Speed: 206.044 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 133][Batch 69], Speed: 204.700 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 133][Batch 79], Speed: 186.337 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.728 [Epoch 133][Batch 89], Speed: 219.996 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 99], Speed: 193.839 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 109], Speed: 201.096 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 119], Speed: 214.485 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 129], Speed: 203.549 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 139], Speed: 201.077 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 149], Speed: 206.486 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 159], Speed: 190.277 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 169], Speed: 191.429 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 179], Speed: 221.059 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 189], Speed: 200.529 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 199], Speed: 200.705 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 209], Speed: 218.756 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 219], Speed: 212.030 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 229], Speed: 210.174 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 239], Speed: 198.812 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 249], Speed: 196.936 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 259], Speed: 190.485 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 269], Speed: 216.382 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 279], Speed: 197.969 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 289], Speed: 199.714 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 299], Speed: 219.895 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 309], Speed: 209.964 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 319], Speed: 185.774 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 329], Speed: 221.729 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 339], Speed: 207.256 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 349], Speed: 212.872 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 359], Speed: 231.781 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 369], Speed: 221.235 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 379], Speed: 201.388 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 389], Speed: 198.335 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.727 [Epoch 133][Batch 399], Speed: 196.867 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 409], Speed: 194.556 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 419], Speed: 219.201 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 429], Speed: 211.929 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 439], Speed: 184.897 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 449], Speed: 209.877 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 459], Speed: 204.923 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 469], Speed: 209.710 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 479], Speed: 199.709 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 489], Speed: 223.350 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 499], Speed: 200.078 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 509], Speed: 208.409 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 519], Speed: 199.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 529], Speed: 205.684 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 539], Speed: 195.244 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 549], Speed: 214.141 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 559], Speed: 186.752 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 569], Speed: 212.504 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 579], Speed: 206.490 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 589], Speed: 198.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 599], Speed: 200.327 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 609], Speed: 226.026 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 619], Speed: 190.549 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 629], Speed: 203.299 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 639], Speed: 199.564 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 649], Speed: 192.134 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 659], Speed: 202.508 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 669], Speed: 215.053 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 679], Speed: 194.920 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 689], Speed: 218.775 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 699], Speed: 203.423 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.726 [Epoch 133][Batch 709], Speed: 205.945 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 719], Speed: 217.648 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 729], Speed: 209.047 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 739], Speed: 192.190 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 749], Speed: 207.782 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 759], Speed: 203.672 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 769], Speed: 192.404 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 779], Speed: 224.448 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 789], Speed: 194.016 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 799], Speed: 195.487 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 809], Speed: 198.979 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 819], Speed: 208.877 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 829], Speed: 212.724 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 839], Speed: 206.660 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 849], Speed: 216.653 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 859], Speed: 226.470 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 869], Speed: 212.121 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 879], Speed: 197.519 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 889], Speed: 199.905 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 899], Speed: 205.020 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133][Batch 909], Speed: 228.125 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 133] Training cost: 589.604, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 9], Speed: 111.920 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.228, HeatmapFocal=1.725 [Epoch 134][Batch 19], Speed: 217.398 samples/sec, LR=5.000000000000001e-06, WHL1=0.228, CenterRegL1=0.227, HeatmapFocal=1.725 [Epoch 134][Batch 29], Speed: 214.733 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 39], Speed: 205.652 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 49], Speed: 207.949 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 59], Speed: 205.595 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 69], Speed: 217.505 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 79], Speed: 198.397 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 89], Speed: 199.034 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 99], Speed: 201.245 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.725 [Epoch 134][Batch 109], Speed: 200.501 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 119], Speed: 215.216 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 129], Speed: 223.120 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 139], Speed: 188.073 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 149], Speed: 201.543 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 159], Speed: 204.304 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 169], Speed: 194.489 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 179], Speed: 226.822 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 189], Speed: 207.016 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 199], Speed: 197.822 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 134][Batch 209], Speed: 220.052 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 134][Batch 219], Speed: 200.525 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 134][Batch 229], Speed: 213.983 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.724 [Epoch 134][Batch 239], Speed: 204.463 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 249], Speed: 230.061 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 259], Speed: 201.785 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 269], Speed: 202.814 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 279], Speed: 198.464 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 289], Speed: 190.287 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 299], Speed: 210.977 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 309], Speed: 215.365 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 319], Speed: 186.453 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 329], Speed: 221.373 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 339], Speed: 219.598 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 349], Speed: 204.938 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 359], Speed: 210.965 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 369], Speed: 215.826 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 379], Speed: 196.646 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 389], Speed: 215.891 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 399], Speed: 195.709 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 409], Speed: 205.514 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 419], Speed: 217.126 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.724 [Epoch 134][Batch 429], Speed: 220.222 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 439], Speed: 185.248 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 449], Speed: 210.734 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 459], Speed: 208.593 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 469], Speed: 210.446 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 479], Speed: 218.903 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 489], Speed: 203.836 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 499], Speed: 189.924 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 509], Speed: 208.528 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 519], Speed: 216.126 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 529], Speed: 197.416 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 539], Speed: 222.573 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 549], Speed: 202.344 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 559], Speed: 189.141 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 569], Speed: 214.583 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 579], Speed: 197.079 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 589], Speed: 210.844 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 599], Speed: 227.555 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 609], Speed: 202.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 619], Speed: 201.509 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 629], Speed: 211.677 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 639], Speed: 215.803 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 649], Speed: 190.601 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 659], Speed: 223.344 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 669], Speed: 214.388 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 679], Speed: 195.514 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 689], Speed: 200.905 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 699], Speed: 202.644 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 709], Speed: 215.135 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 719], Speed: 223.452 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 729], Speed: 222.368 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 739], Speed: 188.538 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.723 [Epoch 134][Batch 749], Speed: 210.068 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 759], Speed: 199.169 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 769], Speed: 208.092 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 779], Speed: 217.498 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 789], Speed: 220.088 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 799], Speed: 200.859 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 809], Speed: 219.748 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 819], Speed: 222.511 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 829], Speed: 209.427 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 839], Speed: 212.220 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 849], Speed: 208.600 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 859], Speed: 223.182 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 869], Speed: 209.606 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 879], Speed: 220.179 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 889], Speed: 204.916 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 899], Speed: 207.269 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134][Batch 909], Speed: 210.534 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 134] Training cost: 587.999, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 9], Speed: 99.767 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.228, HeatmapFocal=1.722 [Epoch 135][Batch 19], Speed: 193.244 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.227, HeatmapFocal=1.722 [Epoch 135][Batch 29], Speed: 209.947 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 39], Speed: 196.069 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 49], Speed: 206.114 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 59], Speed: 203.764 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 69], Speed: 212.222 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 79], Speed: 187.933 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 89], Speed: 211.979 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 99], Speed: 207.110 samples/sec, LR=5.000000000000001e-06, WHL1=0.241, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 109], Speed: 224.919 samples/sec, LR=5.000000000000001e-06, WHL1=0.240, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 119], Speed: 223.257 samples/sec, LR=5.000000000000001e-06, WHL1=0.239, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 129], Speed: 219.831 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 139], Speed: 201.700 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.226, HeatmapFocal=1.722 [Epoch 135][Batch 149], Speed: 221.013 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 159], Speed: 195.369 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 169], Speed: 193.184 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 179], Speed: 217.213 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 189], Speed: 199.489 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 199], Speed: 192.010 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 209], Speed: 219.754 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 219], Speed: 211.411 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 229], Speed: 194.247 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 239], Speed: 197.855 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 249], Speed: 191.123 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 259], Speed: 197.575 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 269], Speed: 212.488 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 279], Speed: 202.033 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 289], Speed: 191.060 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 299], Speed: 193.807 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 309], Speed: 208.454 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 319], Speed: 184.540 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 329], Speed: 215.377 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 339], Speed: 197.128 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 349], Speed: 197.455 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 359], Speed: 197.018 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 369], Speed: 194.828 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 379], Speed: 197.617 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 389], Speed: 219.653 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 399], Speed: 202.990 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 409], Speed: 197.683 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 419], Speed: 203.057 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 429], Speed: 200.581 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 439], Speed: 190.634 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 449], Speed: 214.524 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.721 [Epoch 135][Batch 459], Speed: 203.951 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 469], Speed: 210.218 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 479], Speed: 200.200 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 489], Speed: 204.026 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 499], Speed: 197.160 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 509], Speed: 213.489 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 519], Speed: 192.594 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 529], Speed: 199.130 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 539], Speed: 204.576 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 549], Speed: 197.049 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 559], Speed: 195.164 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 569], Speed: 213.987 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 579], Speed: 202.433 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 589], Speed: 198.570 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 599], Speed: 207.505 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 609], Speed: 207.059 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 619], Speed: 187.412 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 629], Speed: 206.835 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 639], Speed: 198.591 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 649], Speed: 191.681 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 659], Speed: 190.961 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 669], Speed: 213.920 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 679], Speed: 189.094 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 689], Speed: 217.428 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 699], Speed: 200.475 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 709], Speed: 210.942 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 719], Speed: 226.508 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 729], Speed: 217.968 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 739], Speed: 205.956 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 749], Speed: 212.869 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 759], Speed: 196.129 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 769], Speed: 196.935 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 779], Speed: 196.932 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.720 [Epoch 135][Batch 789], Speed: 199.232 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 799], Speed: 209.155 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 809], Speed: 210.258 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 819], Speed: 204.429 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 829], Speed: 207.974 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 839], Speed: 210.309 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 849], Speed: 202.268 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 859], Speed: 210.933 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 869], Speed: 195.112 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 879], Speed: 202.974 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 889], Speed: 202.061 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 899], Speed: 213.250 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135][Batch 909], Speed: 201.977 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 135] Training cost: 592.056, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 9], Speed: 99.803 samples/sec, LR=5.000000000000001e-06, WHL1=0.237, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 136][Batch 19], Speed: 204.217 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 136][Batch 29], Speed: 195.457 samples/sec, LR=5.000000000000001e-06, WHL1=0.230, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 136][Batch 39], Speed: 205.330 samples/sec, LR=5.000000000000001e-06, WHL1=0.231, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 136][Batch 49], Speed: 204.222 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 136][Batch 59], Speed: 201.358 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 69], Speed: 211.755 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 79], Speed: 190.209 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 89], Speed: 205.853 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 99], Speed: 202.641 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 109], Speed: 212.203 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 119], Speed: 213.253 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 129], Speed: 198.930 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 139], Speed: 198.632 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 149], Speed: 225.484 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 159], Speed: 199.598 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 169], Speed: 203.805 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 179], Speed: 202.810 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.719 [Epoch 136][Batch 189], Speed: 234.709 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 199], Speed: 204.233 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 209], Speed: 221.967 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 219], Speed: 203.886 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 229], Speed: 210.240 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 239], Speed: 213.695 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 249], Speed: 227.006 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 259], Speed: 188.311 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 269], Speed: 201.580 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 279], Speed: 197.536 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 289], Speed: 196.958 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 299], Speed: 196.001 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 309], Speed: 215.990 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 319], Speed: 195.097 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 329], Speed: 209.138 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 339], Speed: 209.630 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 349], Speed: 221.155 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 359], Speed: 206.855 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 369], Speed: 229.385 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 379], Speed: 201.963 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 389], Speed: 207.749 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 399], Speed: 202.436 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 409], Speed: 196.406 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 419], Speed: 198.584 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 429], Speed: 225.534 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 439], Speed: 193.970 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 449], Speed: 193.257 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 459], Speed: 201.994 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 469], Speed: 221.791 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 479], Speed: 195.895 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 489], Speed: 225.357 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 499], Speed: 185.851 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 509], Speed: 195.069 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.718 [Epoch 136][Batch 519], Speed: 188.087 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 529], Speed: 199.435 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 539], Speed: 199.584 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 549], Speed: 225.135 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 559], Speed: 197.134 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 569], Speed: 202.653 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 579], Speed: 190.740 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 589], Speed: 198.185 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 599], Speed: 195.925 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 609], Speed: 227.640 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 619], Speed: 193.506 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 629], Speed: 208.222 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 639], Speed: 191.823 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 649], Speed: 203.516 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 659], Speed: 187.002 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 669], Speed: 233.979 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 679], Speed: 190.734 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 689], Speed: 204.620 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 699], Speed: 194.420 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 709], Speed: 193.823 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 719], Speed: 205.745 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 729], Speed: 223.163 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 739], Speed: 203.422 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 749], Speed: 206.737 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 759], Speed: 198.447 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 769], Speed: 196.606 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 779], Speed: 188.119 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 789], Speed: 236.085 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 799], Speed: 210.482 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 809], Speed: 208.158 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 819], Speed: 203.419 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 829], Speed: 198.524 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 839], Speed: 219.878 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.717 [Epoch 136][Batch 849], Speed: 217.161 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136][Batch 859], Speed: 227.240 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136][Batch 869], Speed: 207.689 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136][Batch 879], Speed: 210.699 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136][Batch 889], Speed: 193.966 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136][Batch 899], Speed: 203.747 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136][Batch 909], Speed: 216.608 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 136] Training cost: 592.582, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 9], Speed: 97.740 samples/sec, LR=5.000000000000001e-06, WHL1=0.229, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 137][Batch 19], Speed: 204.846 samples/sec, LR=5.000000000000001e-06, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 29], Speed: 212.499 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 39], Speed: 201.249 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 137][Batch 49], Speed: 203.214 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 137][Batch 59], Speed: 206.116 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 69], Speed: 203.095 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 137][Batch 79], Speed: 200.088 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 89], Speed: 218.900 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 99], Speed: 212.675 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 137][Batch 109], Speed: 212.295 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 119], Speed: 209.381 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 129], Speed: 219.423 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 139], Speed: 209.528 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 149], Speed: 211.468 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 159], Speed: 213.378 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.227, HeatmapFocal=1.716 [Epoch 137][Batch 169], Speed: 202.889 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 179], Speed: 210.176 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 189], Speed: 220.552 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 199], Speed: 188.821 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 209], Speed: 219.015 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 219], Speed: 200.582 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 229], Speed: 208.636 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 239], Speed: 208.034 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 249], Speed: 231.302 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.716 [Epoch 137][Batch 259], Speed: 205.048 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 269], Speed: 219.658 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 279], Speed: 210.921 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 289], Speed: 198.734 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 299], Speed: 207.232 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 309], Speed: 202.004 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 319], Speed: 193.410 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 329], Speed: 219.803 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 339], Speed: 202.953 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 349], Speed: 202.102 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 359], Speed: 192.666 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 369], Speed: 213.757 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 379], Speed: 203.579 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 389], Speed: 200.989 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 399], Speed: 198.203 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 409], Speed: 214.413 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 419], Speed: 205.399 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 429], Speed: 216.484 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 439], Speed: 191.806 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 449], Speed: 207.425 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 459], Speed: 200.656 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 469], Speed: 198.582 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 479], Speed: 202.233 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 489], Speed: 201.478 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 499], Speed: 198.062 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 509], Speed: 194.865 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 519], Speed: 213.546 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 529], Speed: 198.314 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 539], Speed: 203.841 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 549], Speed: 209.494 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 559], Speed: 203.422 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 569], Speed: 215.218 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 579], Speed: 217.322 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.715 [Epoch 137][Batch 589], Speed: 209.928 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 599], Speed: 201.493 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 609], Speed: 210.696 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 619], Speed: 189.262 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 629], Speed: 213.801 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 639], Speed: 210.677 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 649], Speed: 208.885 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 659], Speed: 192.814 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 669], Speed: 229.855 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 679], Speed: 189.593 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 689], Speed: 207.694 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 699], Speed: 217.091 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 709], Speed: 208.033 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 719], Speed: 207.765 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 729], Speed: 217.808 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 739], Speed: 187.729 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 749], Speed: 196.393 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 759], Speed: 218.020 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 769], Speed: 215.247 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 779], Speed: 217.505 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 789], Speed: 208.773 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 799], Speed: 195.370 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 809], Speed: 210.153 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 819], Speed: 229.096 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 829], Speed: 212.643 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 839], Speed: 207.685 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 849], Speed: 230.136 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 859], Speed: 225.174 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 869], Speed: 220.134 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 879], Speed: 221.476 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 889], Speed: 201.207 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 899], Speed: 228.789 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137][Batch 909], Speed: 213.347 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 137] Training cost: 586.098, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.714 [Epoch 138][Batch 9], Speed: 125.787 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 19], Speed: 212.265 samples/sec, LR=5.000000000000001e-06, WHL1=0.238, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 29], Speed: 192.519 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 39], Speed: 195.964 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 49], Speed: 205.118 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 59], Speed: 208.335 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 69], Speed: 212.285 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 79], Speed: 197.568 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.225, HeatmapFocal=1.713 [Epoch 138][Batch 89], Speed: 217.369 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 99], Speed: 196.415 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 109], Speed: 192.126 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 119], Speed: 221.399 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 129], Speed: 206.995 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 139], Speed: 205.878 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 149], Speed: 200.885 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 159], Speed: 192.263 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 169], Speed: 197.849 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 179], Speed: 221.555 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 189], Speed: 202.003 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 199], Speed: 196.006 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 209], Speed: 208.538 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 219], Speed: 210.889 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 229], Speed: 200.923 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 239], Speed: 232.812 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 249], Speed: 196.040 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 259], Speed: 188.695 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 269], Speed: 215.447 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 279], Speed: 193.224 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 289], Speed: 200.966 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 299], Speed: 210.303 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 309], Speed: 205.106 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 319], Speed: 202.211 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 329], Speed: 217.921 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.713 [Epoch 138][Batch 339], Speed: 204.543 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 349], Speed: 220.744 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 359], Speed: 196.041 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 369], Speed: 204.736 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 379], Speed: 192.926 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 389], Speed: 202.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 399], Speed: 195.213 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 409], Speed: 207.063 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 419], Speed: 209.425 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 429], Speed: 204.541 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 439], Speed: 189.785 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 449], Speed: 189.825 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 459], Speed: 218.393 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 469], Speed: 205.256 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 479], Speed: 194.446 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 489], Speed: 222.924 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 499], Speed: 197.038 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 509], Speed: 191.655 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 519], Speed: 202.735 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 529], Speed: 201.722 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 539], Speed: 207.792 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 549], Speed: 222.048 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 559], Speed: 197.163 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 569], Speed: 215.169 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 579], Speed: 196.936 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 589], Speed: 203.092 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 599], Speed: 214.371 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 609], Speed: 219.043 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 619], Speed: 194.287 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 629], Speed: 213.128 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 639], Speed: 195.098 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 649], Speed: 203.004 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 659], Speed: 209.744 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 669], Speed: 203.809 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.712 [Epoch 138][Batch 679], Speed: 186.357 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 689], Speed: 215.621 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 699], Speed: 191.281 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 709], Speed: 201.057 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 719], Speed: 222.361 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 729], Speed: 200.391 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 739], Speed: 205.359 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 749], Speed: 201.110 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 759], Speed: 181.221 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 769], Speed: 205.079 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 779], Speed: 208.732 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 789], Speed: 196.996 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 799], Speed: 213.037 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 809], Speed: 200.523 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 819], Speed: 230.426 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 829], Speed: 231.809 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 839], Speed: 206.461 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 849], Speed: 212.739 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 859], Speed: 208.351 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 869], Speed: 203.682 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 879], Speed: 196.762 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 889], Speed: 228.353 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 899], Speed: 229.019 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138][Batch 909], Speed: 200.374 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 138] Training cost: 595.038, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 9], Speed: 124.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.231, CenterRegL1=0.225, HeatmapFocal=1.711 [Epoch 139][Batch 19], Speed: 216.622 samples/sec, LR=5.000000000000001e-06, WHL1=0.228, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 139][Batch 29], Speed: 193.366 samples/sec, LR=5.000000000000001e-06, WHL1=0.228, CenterRegL1=0.225, HeatmapFocal=1.711 [Epoch 139][Batch 39], Speed: 202.593 samples/sec, LR=5.000000000000001e-06, WHL1=0.227, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 49], Speed: 203.250 samples/sec, LR=5.000000000000001e-06, WHL1=0.231, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 59], Speed: 204.022 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 69], Speed: 209.351 samples/sec, LR=5.000000000000001e-06, WHL1=0.232, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 79], Speed: 199.636 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 89], Speed: 216.573 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.711 [Epoch 139][Batch 99], Speed: 198.439 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 109], Speed: 194.634 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 119], Speed: 215.094 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 129], Speed: 215.706 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 139], Speed: 188.361 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 149], Speed: 215.800 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 159], Speed: 201.188 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 169], Speed: 199.129 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 179], Speed: 221.466 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 189], Speed: 229.424 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 199], Speed: 198.318 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 209], Speed: 216.306 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 219], Speed: 184.240 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 229], Speed: 206.462 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 239], Speed: 227.641 samples/sec, LR=5.000000000000001e-06, WHL1=0.233, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 249], Speed: 194.685 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 259], Speed: 193.353 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 269], Speed: 211.297 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 279], Speed: 195.317 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 289], Speed: 204.805 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 299], Speed: 215.907 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 309], Speed: 226.762 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 319], Speed: 198.764 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 329], Speed: 220.619 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 339], Speed: 183.177 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 349], Speed: 210.101 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 359], Speed: 220.786 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 369], Speed: 205.785 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 379], Speed: 205.766 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 389], Speed: 209.833 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 399], Speed: 198.565 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 409], Speed: 209.689 samples/sec, LR=5.000000000000001e-06, WHL1=0.235, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 419], Speed: 229.087 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 429], Speed: 231.028 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.710 [Epoch 139][Batch 439], Speed: 188.241 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 449], Speed: 209.177 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 459], Speed: 202.940 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 469], Speed: 197.245 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 479], Speed: 225.744 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 489], Speed: 209.544 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 499], Speed: 186.348 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 509], Speed: 201.260 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 519], Speed: 184.637 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 529], Speed: 199.654 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 539], Speed: 222.261 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 549], Speed: 220.798 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 559], Speed: 200.475 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 569], Speed: 197.145 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 579], Speed: 206.518 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 589], Speed: 205.116 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 599], Speed: 205.290 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 609], Speed: 221.352 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 619], Speed: 204.867 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 629], Speed: 211.365 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 639], Speed: 204.097 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 649], Speed: 200.295 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 659], Speed: 208.401 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 669], Speed: 212.802 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 679], Speed: 189.633 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 689], Speed: 216.631 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 699], Speed: 196.597 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 709], Speed: 216.684 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 719], Speed: 214.345 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 729], Speed: 217.856 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 739], Speed: 203.561 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 749], Speed: 210.528 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 759], Speed: 189.179 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 769], Speed: 194.007 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 139][Batch 779], Speed: 201.710 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 789], Speed: 227.737 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 799], Speed: 198.693 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 809], Speed: 209.688 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 819], Speed: 212.386 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 829], Speed: 227.907 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 839], Speed: 225.331 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 849], Speed: 211.451 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 859], Speed: 226.618 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 869], Speed: 202.335 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 879], Speed: 224.350 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 889], Speed: 210.042 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 899], Speed: 205.619 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139][Batch 909], Speed: 238.743 samples/sec, LR=5.000000000000001e-06, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139] Training cost: 591.201, WHL1=0.234, CenterRegL1=0.226, HeatmapFocal=1.708 [Epoch 139] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.261 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.143 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 ] = 0.650 person=39.5 bicycle=18.9 car=24.8 motorcycle=32.4 airplane=53.9 bus=52.8 train=57.2 truck=25.0 boat=13.8 traffic light=12.5 fire hydrant=52.0 stop sign=51.3 parking meter=35.0 bench=15.6 bird=20.7 cat=57.4 dog=52.7 horse=44.7 sheep=35.5 cow=38.7 elephant=55.4 bear=67.6 zebra=56.0 giraffe=59.4 backpack=5.2 umbrella=26.2 handbag=3.9 tie=17.9 suitcase=23.9 frisbee=41.0 skis=12.7 snowboard=19.0 sports ball=22.2 kite=25.0 baseball bat=13.7 baseball glove=20.3 skateboard=36.6 surfboard=25.0 tennis racket=29.3 bottle=19.9 wine glass=18.5 cup=23.5 fork=14.8 knife=5.7 spoon=5.0 bowl=27.6 banana=16.4 apple=11.6 sandwich=26.2 orange=22.3 broccoli=16.6 carrot=14.2 hot dog=24.8 pizza=38.2 donut=32.6 cake=26.9 chair=16.7 couch=37.9 potted plant=16.8 bed=40.0 dining table=23.0 toilet=57.6 tv=45.2 laptop=45.6 mouse=41.5 remote=10.0 keyboard=38.1 cell phone=19.6 microwave=40.1 oven=30.3 toaster=22.7 sink=25.1 refrigerator=47.1 book=3.2 clock=36.8 vase=23.8 scissors=15.5 teddy bear=34.7 hair drier=0.5 toothbrush=7.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =29.0