It doesn’t decreasing constantly, rather fluctuating around 300 after even 50 epochs
INFO:tensorflow:global_step/sec: 2.02646
INFO 2021-07-14 11:46:43,420| tensorflow: global_step/sec: 2.02646
WARNING 2021-07-14 11:46:46,421| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.02331
INFO 2021-07-14 11:46:53,304| tensorflow: global_step/sec: 2.02331
INFO:tensorflow:global_step/sec: 2.01462
INFO 2021-07-14 11:47:03,232| tensorflow: global_step/sec: 2.01462
INFO:tensorflow:epoch = 49.67479392624729, loss = 377.7373, step = 572502 (30.775 sec)
INFO 2021-07-14 11:47:06,752| tensorflow: epoch = 49.67479392624729, loss = 377.7373, step = 572502 (30.775 sec)
INFO:tensorflow:global_step/sec: 2.01858
INFO 2021-07-14 11:47:13,140| tensorflow: global_step/sec: 2.01858
INFO:tensorflow:global_step/sec: 2.01692
INFO 2021-07-14 11:47:23,056| tensorflow: global_step/sec: 2.01692
WARNING 2021-07-14 11:47:29,977| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:47:29,977| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.04329
INFO 2021-07-14 11:47:32,844| tensorflow: global_step/sec: 2.04329
INFO:tensorflow:epoch = 49.68017353579176, loss = 243.96678, step = 572564 (30.601 sec)
INFO 2021-07-14 11:47:37,353| tensorflow: epoch = 49.68017353579176, loss = 243.96678, step = 572564 (30.601 sec)
WARNING 2021-07-14 11:47:39,012| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:47:39,017| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.01361
INFO 2021-07-14 11:47:42,776| tensorflow: global_step/sec: 2.01361
INFO:tensorflow:global_step/sec: 2.02996
INFO 2021-07-14 11:47:52,629| tensorflow: global_step/sec: 2.02996
INFO:tensorflow:global_step/sec: 2.0181
INFO 2021-07-14 11:48:02,539| tensorflow: global_step/sec: 2.0181
INFO:tensorflow:epoch = 49.68555314533623, loss = 373.45892, step = 572626 (30.785 sec)
INFO 2021-07-14 11:48:08,138| tensorflow: epoch = 49.68555314533623, loss = 373.45892, step = 572626 (30.785 sec)
INFO:tensorflow:global_step/sec: 1.99067
INFO 2021-07-14 11:48:12,586| tensorflow: global_step/sec: 1.99067
INFO:tensorflow:global_step/sec: 2.03931
INFO 2021-07-14 11:48:22,393| tensorflow: global_step/sec: 2.03931
INFO:tensorflow:global_step/sec: 2.00862
INFO 2021-07-14 11:48:32,350| tensorflow: global_step/sec: 2.00862
INFO:tensorflow:epoch = 49.6909327548807, loss = 308.17642, step = 572688 (30.518 sec)
INFO 2021-07-14 11:48:38,656| tensorflow: epoch = 49.6909327548807, loss = 308.17642, step = 572688 (30.518 sec)
INFO:tensorflow:global_step/sec: 2.04974
INFO 2021-07-14 11:48:42,108| tensorflow: global_step/sec: 2.04974
INFO:tensorflow:global_step/sec: 2.03353
INFO 2021-07-14 11:48:51,943| tensorflow: global_step/sec: 2.03353
INFO:tensorflow:global_step/sec: 1.98599
INFO 2021-07-14 11:49:02,013| tensorflow: global_step/sec: 1.98599
INFO:tensorflow:epoch = 49.69631236442516, loss = 275.7372, step = 572750 (30.802 sec)
INFO 2021-07-14 11:49:09,458| tensorflow: epoch = 49.69631236442516, loss = 275.7372, step = 572750 (30.802 sec)
WARNING 2021-07-14 11:49:11,635| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.00839
INFO 2021-07-14 11:49:11,972| tensorflow: global_step/sec: 2.00839
INFO:tensorflow:global_step/sec: 1.99487
INFO 2021-07-14 11:49:21,997| tensorflow: global_step/sec: 1.99487
INFO:tensorflow:global_step/sec: 2.02469
INFO 2021-07-14 11:49:31,875| tensorflow: global_step/sec: 2.02469
INFO:tensorflow:epoch = 49.70169197396963, loss = 422.6612, step = 572812 (30.945 sec)
INFO 2021-07-14 11:49:40,402| tensorflow: epoch = 49.70169197396963, loss = 422.6612, step = 572812 (30.945 sec)
INFO:tensorflow:global_step/sec: 1.98905
INFO 2021-07-14 11:49:41,930| tensorflow: global_step/sec: 1.98905
WARNING 2021-07-14 11:49:43,124| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:49:43,128| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.04168
INFO 2021-07-14 11:49:51,726| tensorflow: global_step/sec: 2.04168
INFO:tensorflow:global_step/sec: 2.01556
INFO 2021-07-14 11:50:01,649| tensorflow: global_step/sec: 2.01556
INFO:tensorflow:epoch = 49.7070715835141, loss = 425.76947, step = 572874 (30.704 sec)
INFO 2021-07-14 11:50:11,106| tensorflow: epoch = 49.7070715835141, loss = 425.76947, step = 572874 (30.704 sec)
INFO:tensorflow:global_step/sec: 2.00597
INFO 2021-07-14 11:50:11,619| tensorflow: global_step/sec: 2.00597
INFO:tensorflow:global_step/sec: 2.0347
INFO 2021-07-14 11:50:21,449| tensorflow: global_step/sec: 2.0347
INFO:tensorflow:global_step/sec: 2.01901
INFO 2021-07-14 11:50:31,355| tensorflow: global_step/sec: 2.01901
WARNING 2021-07-14 11:50:32,531| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:50:32,547| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.00478
INFO 2021-07-14 11:50:41,331| tensorflow: global_step/sec: 2.00478
INFO:tensorflow:epoch = 49.71245119305857, loss = 427.537, step = 572936 (30.735 sec)
INFO 2021-07-14 11:50:41,842| tensorflow: epoch = 49.71245119305857, loss = 427.537, step = 572936 (30.735 sec)
INFO:tensorflow:global_step/sec: 2.04479
INFO 2021-07-14 11:50:51,112| tensorflow: global_step/sec: 2.04479
INFO:tensorflow:global_step/sec: 2.00303
INFO 2021-07-14 11:51:01,097| tensorflow: global_step/sec: 2.00303
INFO:tensorflow:global_step/sec: 2.03575
INFO 2021-07-14 11:51:10,921| tensorflow: global_step/sec: 2.03575
INFO:tensorflow:epoch = 49.71783080260304, loss = 260.56018, step = 572998 (30.548 sec)
INFO 2021-07-14 11:51:12,390| tensorflow: epoch = 49.71783080260304, loss = 260.56018, step = 572998 (30.548 sec)
INFO:tensorflow:global_step/sec: 2.00694
INFO 2021-07-14 11:51:20,886| tensorflow: global_step/sec: 2.00694
INFO:tensorflow:global_step/sec: 2.03784
INFO 2021-07-14 11:51:30,701| tensorflow: global_step/sec: 2.03784
INFO:tensorflow:global_step/sec: 2.02651
INFO 2021-07-14 11:51:40,570| tensorflow: global_step/sec: 2.02651
INFO:tensorflow:epoch = 49.72321041214751, loss = 346.5287, step = 573060 (30.639 sec)
INFO 2021-07-14 11:51:43,029| tensorflow: epoch = 49.72321041214751, loss = 346.5287, step = 573060 (30.639 sec)
INFO:tensorflow:global_step/sec: 2.01729
INFO 2021-07-14 11:51:50,484| tensorflow: global_step/sec: 2.01729
INFO:tensorflow:global_step/sec: 2.00778
INFO 2021-07-14 11:52:00,445| tensorflow: global_step/sec: 2.00778
INFO:tensorflow:global_step/sec: 2.00152
INFO 2021-07-14 11:52:10,438| tensorflow: global_step/sec: 2.00152
INFO:tensorflow:epoch = 49.72859002169197, loss = 248.50562, step = 573122 (30.896 sec)
INFO 2021-07-14 11:52:13,925| tensorflow: epoch = 49.72859002169197, loss = 248.50562, step = 573122 (30.896 sec)
INFO:tensorflow:global_step/sec: 2.00822
INFO 2021-07-14 11:52:20,397| tensorflow: global_step/sec: 2.00822
WARNING 2021-07-14 11:52:29,375| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:52:29,383| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.03194
INFO 2021-07-14 11:52:30,240| tensorflow: global_step/sec: 2.03194
INFO:tensorflow:global_step/sec: 2.01979
INFO 2021-07-14 11:52:40,142| tensorflow: global_step/sec: 2.01979
INFO:tensorflow:epoch = 49.73396963123644, loss = 360.45462, step = 573184 (30.569 sec)
INFO 2021-07-14 11:52:44,494| tensorflow: epoch = 49.73396963123644, loss = 360.45462, step = 573184 (30.569 sec)
INFO:tensorflow:global_step/sec: 2.04706
INFO 2021-07-14 11:52:49,912| tensorflow: global_step/sec: 2.04706
WARNING 2021-07-14 11:52:50,032| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:52:50,041| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 1.99727
INFO 2021-07-14 11:52:59,925| tensorflow: global_step/sec: 1.99727
INFO:tensorflow:global_step/sec: 2.03147
INFO 2021-07-14 11:53:09,770| tensorflow: global_step/sec: 2.03147
INFO:tensorflow:epoch = 49.73934924078091, loss = 382.61694, step = 573246 (30.752 sec)
INFO 2021-07-14 11:53:15,246| tensorflow: epoch = 49.73934924078091, loss = 382.61694, step = 573246 (30.752 sec)
INFO:tensorflow:global_step/sec: 2.0049
INFO 2021-07-14 11:53:19,746| tensorflow: global_step/sec: 2.0049
WARNING 2021-07-14 11:53:22,363| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:53:22,364| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.03181
INFO 2021-07-14 11:53:29,590| tensorflow: global_step/sec: 2.03181
INFO:tensorflow:global_step/sec: 2.04043
INFO 2021-07-14 11:53:39,391| tensorflow: global_step/sec: 2.04043
INFO:tensorflow:epoch = 49.74472885032538, loss = 341.30624, step = 573308 (30.520 sec)
INFO 2021-07-14 11:53:45,766| tensorflow: epoch = 49.74472885032538, loss = 341.30624, step = 573308 (30.520 sec)
INFO:tensorflow:global_step/sec: 2.01942
INFO 2021-07-14 11:53:49,295| tensorflow: global_step/sec: 2.01942
INFO:tensorflow:global_step/sec: 2.03928
INFO 2021-07-14 11:53:59,103| tensorflow: global_step/sec: 2.03928
INFO:tensorflow:global_step/sec: 2.01799
INFO 2021-07-14 11:54:09,013| tensorflow: global_step/sec: 2.01799
INFO:tensorflow:epoch = 49.75010845986985, loss = 265.67908, step = 573370 (30.801 sec)
INFO 2021-07-14 11:54:16,567| tensorflow: epoch = 49.75010845986985, loss = 265.67908, step = 573370 (30.801 sec)
INFO:tensorflow:global_step/sec: 1.98827
INFO 2021-07-14 11:54:19,072| tensorflow: global_step/sec: 1.98827
INFO:tensorflow:global_step/sec: 2.01175
INFO 2021-07-14 11:54:29,014| tensorflow: global_step/sec: 2.01175
INFO:tensorflow:global_step/sec: 2.02494
INFO 2021-07-14 11:54:38,891| tensorflow: global_step/sec: 2.02494
INFO:tensorflow:epoch = 49.75548806941432, loss = 309.47165, step = 573432 (30.711 sec)
INFO 2021-07-14 11:54:47,278| tensorflow: epoch = 49.75548806941432, loss = 309.47165, step = 573432 (30.711 sec)
INFO:tensorflow:global_step/sec: 2.01935
INFO 2021-07-14 11:54:48,795| tensorflow: global_step/sec: 2.01935
INFO:tensorflow:global_step/sec: 2.01986
INFO 2021-07-14 11:54:58,697| tensorflow: global_step/sec: 2.01986
WARNING 2021-07-14 11:55:05,238| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.02174
INFO 2021-07-14 11:55:08,589| tensorflow: global_step/sec: 2.02174
INFO:tensorflow:epoch = 49.76086767895879, loss = 311.08768, step = 573494 (30.753 sec)
INFO 2021-07-14 11:55:18,031| tensorflow: epoch = 49.76086767895879, loss = 311.08768, step = 573494 (30.753 sec)
INFO:tensorflow:global_step/sec: 2.01115
INFO 2021-07-14 11:55:18,534| tensorflow: global_step/sec: 2.01115
INFO:tensorflow:global_step/sec: 2.04908
INFO 2021-07-14 11:55:28,294| tensorflow: global_step/sec: 2.04908
INFO:tensorflow:global_step/sec: 2.04866
INFO 2021-07-14 11:55:38,057| tensorflow: global_step/sec: 2.04866
INFO:tensorflow:global_step/sec: 2.03537
INFO 2021-07-14 11:55:47,883| tensorflow: global_step/sec: 2.03537
INFO:tensorflow:epoch = 49.76633405639913, loss = 325.26196, step = 573557 (30.833 sec)
INFO 2021-07-14 11:55:48,863| tensorflow: epoch = 49.76633405639913, loss = 325.26196, step = 573557 (30.833 sec)
INFO:tensorflow:global_step/sec: 1.99014
INFO 2021-07-14 11:55:57,932| tensorflow: global_step/sec: 1.99014
INFO:tensorflow:global_step/sec: 1.99123
INFO 2021-07-14 11:56:07,976| tensorflow: global_step/sec: 1.99123
INFO:tensorflow:global_step/sec: 2.00374
INFO 2021-07-14 11:56:17,958| tensorflow: global_step/sec: 2.00374
INFO:tensorflow:epoch = 49.77162689804772, loss = 228.00667, step = 573618 (30.596 sec)
INFO 2021-07-14 11:56:19,460| tensorflow: epoch = 49.77162689804772, loss = 228.00667, step = 573618 (30.596 sec)
INFO:tensorflow:global_step/sec: 2.00009
INFO 2021-07-14 11:56:27,957| tensorflow: global_step/sec: 2.00009
INFO:tensorflow:global_step/sec: 2.02237
INFO 2021-07-14 11:56:37,847| tensorflow: global_step/sec: 2.02237
INFO:tensorflow:global_step/sec: 2.0183
INFO 2021-07-14 11:56:47,756| tensorflow: global_step/sec: 2.0183
INFO:tensorflow:epoch = 49.77700650759219, loss = 343.2644, step = 573680 (30.822 sec)
INFO 2021-07-14 11:56:50,282| tensorflow: epoch = 49.77700650759219, loss = 343.2644, step = 573680 (30.822 sec)
WARNING 2021-07-14 11:56:51,396| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.01678
INFO 2021-07-14 11:56:57,673| tensorflow: global_step/sec: 2.01678
INFO:tensorflow:global_step/sec: 2.03026
INFO 2021-07-14 11:57:07,524| tensorflow: global_step/sec: 2.03026
WARNING 2021-07-14 11:57:14,094| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:57:14,097| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.01901
INFO 2021-07-14 11:57:17,430| tensorflow: global_step/sec: 2.01901
INFO:tensorflow:epoch = 49.78238611713666, loss = 257.6273, step = 573742 (30.631 sec)
INFO 2021-07-14 11:57:20,913| tensorflow: epoch = 49.78238611713666, loss = 257.6273, step = 573742 (30.631 sec)
INFO:tensorflow:global_step/sec: 2.01209
INFO 2021-07-14 11:57:27,369| tensorflow: global_step/sec: 2.01209
WARNING 2021-07-14 11:57:31,969| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:57:31,971| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.01301
INFO 2021-07-14 11:57:37,305| tensorflow: global_step/sec: 2.01301
INFO:tensorflow:global_step/sec: 2.03356
INFO 2021-07-14 11:57:47,140| tensorflow: global_step/sec: 2.03356
INFO:tensorflow:epoch = 49.78776572668113, loss = 323.45294, step = 573804 (30.650 sec)
INFO 2021-07-14 11:57:51,563| tensorflow: epoch = 49.78776572668113, loss = 323.45294, step = 573804 (30.650 sec)
INFO:tensorflow:global_step/sec: 2.0329
INFO 2021-07-14 11:57:56,978| tensorflow: global_step/sec: 2.0329
INFO:tensorflow:global_step/sec: 2.00639
INFO 2021-07-14 11:58:06,946| tensorflow: global_step/sec: 2.00639
INFO:tensorflow:global_step/sec: 2.03694
INFO 2021-07-14 11:58:16,765| tensorflow: global_step/sec: 2.03694
INFO:tensorflow:epoch = 49.7931453362256, loss = 318.06064, step = 573866 (30.703 sec)
INFO 2021-07-14 11:58:22,266| tensorflow: epoch = 49.7931453362256, loss = 318.06064, step = 573866 (30.703 sec)
INFO:tensorflow:global_step/sec: 2.0015
INFO 2021-07-14 11:58:26,757| tensorflow: global_step/sec: 2.0015
INFO:tensorflow:global_step/sec: 2.00852
INFO 2021-07-14 11:58:36,715| tensorflow: global_step/sec: 2.00852
INFO:tensorflow:global_step/sec: 2.01338
INFO 2021-07-14 11:58:46,648| tensorflow: global_step/sec: 2.01338
INFO:tensorflow:epoch = 49.79852494577007, loss = 282.2003, step = 573928 (30.870 sec)
INFO 2021-07-14 11:58:53,136| tensorflow: epoch = 49.79852494577007, loss = 282.2003, step = 573928 (30.870 sec)
INFO:tensorflow:global_step/sec: 2.00738
INFO 2021-07-14 11:58:56,612| tensorflow: global_step/sec: 2.00738
INFO:tensorflow:global_step/sec: 1.99074
INFO 2021-07-14 11:59:06,658| tensorflow: global_step/sec: 1.99074
INFO:tensorflow:global_step/sec: 2.01434
INFO 2021-07-14 11:59:16,587| tensorflow: global_step/sec: 2.01434
INFO:tensorflow:epoch = 49.80390455531453, loss = 348.13745, step = 573990 (30.725 sec)
INFO 2021-07-14 11:59:23,861| tensorflow: epoch = 49.80390455531453, loss = 348.13745, step = 573990 (30.725 sec)
INFO:tensorflow:global_step/sec: 2.06119
INFO 2021-07-14 11:59:26,290| tensorflow: global_step/sec: 2.06119
INFO:tensorflow:global_step/sec: 2.04145
INFO 2021-07-14 11:59:36,087| tensorflow: global_step/sec: 2.04145
INFO:tensorflow:global_step/sec: 2.0299
INFO 2021-07-14 11:59:45,940| tensorflow: global_step/sec: 2.0299
WARNING 2021-07-14 11:59:50,548| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 11:59:50,552| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:epoch = 49.80937093275488, loss = 394.936, step = 574053 (30.984 sec)
INFO 2021-07-14 11:59:54,845| tensorflow: epoch = 49.80937093275488, loss = 394.936, step = 574053 (30.984 sec)
INFO:tensorflow:global_step/sec: 2.00926
INFO 2021-07-14 11:59:55,894| tensorflow: global_step/sec: 2.00926
INFO:tensorflow:global_step/sec: 1.99541
INFO 2021-07-14 12:00:05,917| tensorflow: global_step/sec: 1.99541
INFO:tensorflow:global_step/sec: 2.0351
INFO 2021-07-14 12:00:15,744| tensorflow: global_step/sec: 2.0351
WARNING 2021-07-14 12:00:18,442| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:00:18,447| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:epoch = 49.81475054229935, loss = 384.68024, step = 574115 (30.910 sec)
INFO 2021-07-14 12:00:25,755| tensorflow: epoch = 49.81475054229935, loss = 384.68024, step = 574115 (30.910 sec)
INFO:tensorflow:global_step/sec: 1.99765
INFO 2021-07-14 12:00:25,756| tensorflow: global_step/sec: 1.99765
INFO:tensorflow:global_step/sec: 2.04244
INFO 2021-07-14 12:00:35,548| tensorflow: global_step/sec: 2.04244
INFO:tensorflow:global_step/sec: 2.03548
INFO 2021-07-14 12:00:45,374| tensorflow: global_step/sec: 2.03548
INFO:tensorflow:global_step/sec: 1.98808
INFO 2021-07-14 12:00:55,434| tensorflow: global_step/sec: 1.98808
INFO:tensorflow:epoch = 49.82013015184382, loss = 308.3121, step = 574177 (30.670 sec)
INFO 2021-07-14 12:00:56,425| tensorflow: epoch = 49.82013015184382, loss = 308.3121, step = 574177 (30.670 sec)
INFO:tensorflow:global_step/sec: 2.01251
INFO 2021-07-14 12:01:05,372| tensorflow: global_step/sec: 2.01251
INFO:tensorflow:global_step/sec: 2.01979
INFO 2021-07-14 12:01:15,274| tensorflow: global_step/sec: 2.01979
INFO:tensorflow:global_step/sec: 2.02158
INFO 2021-07-14 12:01:25,167| tensorflow: global_step/sec: 2.02158
INFO:tensorflow:epoch = 49.82550976138829, loss = 287.13052, step = 574239 (30.733 sec)
INFO 2021-07-14 12:01:27,158| tensorflow: epoch = 49.82550976138829, loss = 287.13052, step = 574239 (30.733 sec)
INFO:tensorflow:global_step/sec: 2.0154
INFO 2021-07-14 12:01:35,091| tensorflow: global_step/sec: 2.0154
INFO:tensorflow:global_step/sec: 2.02849
INFO 2021-07-14 12:01:44,950| tensorflow: global_step/sec: 2.02849
INFO:tensorflow:global_step/sec: 2.01113
INFO 2021-07-14 12:01:54,895| tensorflow: global_step/sec: 2.01113
INFO:tensorflow:epoch = 49.83088937093276, loss = 391.95816, step = 574301 (30.717 sec)
INFO 2021-07-14 12:01:57,875| tensorflow: epoch = 49.83088937093276, loss = 391.95816, step = 574301 (30.717 sec)
INFO:tensorflow:global_step/sec: 2.00616
INFO 2021-07-14 12:02:04,864| tensorflow: global_step/sec: 2.00616
INFO:tensorflow:global_step/sec: 2.03736
INFO 2021-07-14 12:02:14,681| tensorflow: global_step/sec: 2.03736
INFO:tensorflow:global_step/sec: 2.00803
INFO 2021-07-14 12:02:24,641| tensorflow: global_step/sec: 2.00803
INFO:tensorflow:epoch = 49.83626898047722, loss = 296.10175, step = 574363 (30.768 sec)
INFO 2021-07-14 12:02:28,643| tensorflow: epoch = 49.83626898047722, loss = 296.10175, step = 574363 (30.768 sec)
INFO:tensorflow:global_step/sec: 2.02281
INFO 2021-07-14 12:02:34,528| tensorflow: global_step/sec: 2.02281
INFO:tensorflow:global_step/sec: 2.00417
INFO 2021-07-14 12:02:44,507| tensorflow: global_step/sec: 2.00417
INFO:tensorflow:global_step/sec: 2.0061
INFO 2021-07-14 12:02:54,477| tensorflow: global_step/sec: 2.0061
INFO:tensorflow:epoch = 49.84164859002169, loss = 424.7765, step = 574425 (30.889 sec)
INFO 2021-07-14 12:02:59,531| tensorflow: epoch = 49.84164859002169, loss = 424.7765, step = 574425 (30.889 sec)
INFO:tensorflow:global_step/sec: 1.98477
INFO 2021-07-14 12:03:04,553| tensorflow: global_step/sec: 1.98477
INFO:tensorflow:global_step/sec: 2.00499
INFO 2021-07-14 12:03:14,529| tensorflow: global_step/sec: 2.00499
INFO:tensorflow:global_step/sec: 2.00699
INFO 2021-07-14 12:03:24,494| tensorflow: global_step/sec: 2.00699
INFO:tensorflow:epoch = 49.84702819956616, loss = 287.65744, step = 574487 (30.930 sec)
INFO 2021-07-14 12:03:30,461| tensorflow: epoch = 49.84702819956616, loss = 287.65744, step = 574487 (30.930 sec)
INFO:tensorflow:global_step/sec: 1.99962
INFO 2021-07-14 12:03:34,496| tensorflow: global_step/sec: 1.99962
INFO:tensorflow:global_step/sec: 2.04086
INFO 2021-07-14 12:03:44,295| tensorflow: global_step/sec: 2.04086
INFO:tensorflow:global_step/sec: 2.05059
INFO 2021-07-14 12:03:54,049| tensorflow: global_step/sec: 2.05059
INFO:tensorflow:epoch = 49.85240780911063, loss = 251.82747, step = 574549 (30.597 sec)
INFO 2021-07-14 12:04:01,058| tensorflow: epoch = 49.85240780911063, loss = 251.82747, step = 574549 (30.597 sec)
INFO:tensorflow:global_step/sec: 2.01038
INFO 2021-07-14 12:04:03,997| tensorflow: global_step/sec: 2.01038
INFO:tensorflow:global_step/sec: 2.03017
INFO 2021-07-14 12:04:13,848| tensorflow: global_step/sec: 2.03017
INFO:tensorflow:global_step/sec: 2.01946
INFO 2021-07-14 12:04:23,752| tensorflow: global_step/sec: 2.01946
INFO:tensorflow:epoch = 49.8577874186551, loss = 274.3741, step = 574611 (30.611 sec)
INFO 2021-07-14 12:04:31,669| tensorflow: epoch = 49.8577874186551, loss = 274.3741, step = 574611 (30.611 sec)
INFO:tensorflow:global_step/sec: 2.00924
INFO 2021-07-14 12:04:33,706| tensorflow: global_step/sec: 2.00924
WARNING 2021-07-14 12:04:38,385| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:04:38,388| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.01874
INFO 2021-07-14 12:04:43,613| tensorflow: global_step/sec: 2.01874
INFO:tensorflow:global_step/sec: 2.01981
INFO 2021-07-14 12:04:53,515| tensorflow: global_step/sec: 2.01981
INFO:tensorflow:epoch = 49.86316702819957, loss = 356.75604, step = 574673 (30.878 sec)
INFO 2021-07-14 12:05:02,547| tensorflow: epoch = 49.86316702819957, loss = 356.75604, step = 574673 (30.878 sec)
INFO:tensorflow:global_step/sec: 1.99107
INFO 2021-07-14 12:05:03,560| tensorflow: global_step/sec: 1.99107
INFO:tensorflow:global_step/sec: 1.98041
INFO 2021-07-14 12:05:13,659| tensorflow: global_step/sec: 1.98041
INFO:tensorflow:global_step/sec: 2.00966
INFO 2021-07-14 12:05:23,611| tensorflow: global_step/sec: 2.00966
INFO:tensorflow:epoch = 49.86854663774403, loss = 375.99954, step = 574735 (30.935 sec)
INFO 2021-07-14 12:05:33,482| tensorflow: epoch = 49.86854663774403, loss = 375.99954, step = 574735 (30.935 sec)
INFO:tensorflow:global_step/sec: 2.0259
INFO 2021-07-14 12:05:33,483| tensorflow: global_step/sec: 2.0259
WARNING 2021-07-14 12:05:37,058| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:05:37,064| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.02581
INFO 2021-07-14 12:05:43,356| tensorflow: global_step/sec: 2.02581
INFO:tensorflow:global_step/sec: 2.01283
INFO 2021-07-14 12:05:53,292| tensorflow: global_step/sec: 2.01283
INFO:tensorflow:global_step/sec: 2.0121
INFO 2021-07-14 12:06:03,232| tensorflow: global_step/sec: 2.0121
INFO:tensorflow:epoch = 49.8739262472885, loss = 307.5229, step = 574797 (30.749 sec)
INFO 2021-07-14 12:06:04,231| tensorflow: epoch = 49.8739262472885, loss = 307.5229, step = 574797 (30.749 sec)
INFO:tensorflow:global_step/sec: 1.99479
INFO 2021-07-14 12:06:13,258| tensorflow: global_step/sec: 1.99479
INFO:tensorflow:global_step/sec: 2.01506
INFO 2021-07-14 12:06:23,183| tensorflow: global_step/sec: 2.01506
INFO:tensorflow:global_step/sec: 2.00843
INFO 2021-07-14 12:06:33,141| tensorflow: global_step/sec: 2.00843
INFO:tensorflow:epoch = 49.87930585683297, loss = 385.00064, step = 574859 (30.890 sec)
INFO 2021-07-14 12:06:35,121| tensorflow: epoch = 49.87930585683297, loss = 385.00064, step = 574859 (30.890 sec)
INFO:tensorflow:global_step/sec: 2.02971
INFO 2021-07-14 12:06:42,995| tensorflow: global_step/sec: 2.02971
INFO:tensorflow:global_step/sec: 1.99611
INFO 2021-07-14 12:06:53,014| tensorflow: global_step/sec: 1.99611
WARNING 2021-07-14 12:06:54,201| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:06:54,203| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.01737
INFO 2021-07-14 12:07:02,928| tensorflow: global_step/sec: 2.01737
INFO:tensorflow:epoch = 49.88468546637744, loss = 290.95587, step = 574921 (30.817 sec)
INFO 2021-07-14 12:07:05,938| tensorflow: epoch = 49.88468546637744, loss = 290.95587, step = 574921 (30.817 sec)
INFO:tensorflow:global_step/sec: 2.0206
INFO 2021-07-14 12:07:12,826| tensorflow: global_step/sec: 2.0206
INFO:tensorflow:global_step/sec: 1.98417
INFO 2021-07-14 12:07:22,906| tensorflow: global_step/sec: 1.98417
INFO:tensorflow:global_step/sec: 2.02491
INFO 2021-07-14 12:07:32,783| tensorflow: global_step/sec: 2.02491
INFO:tensorflow:epoch = 49.89006507592191, loss = 319.05347, step = 574983 (30.896 sec)
INFO 2021-07-14 12:07:36,834| tensorflow: epoch = 49.89006507592191, loss = 319.05347, step = 574983 (30.896 sec)
INFO:tensorflow:global_step/sec: 1.9909
INFO 2021-07-14 12:07:42,829| tensorflow: global_step/sec: 1.9909
INFO:tensorflow:global_step/sec: 1.99001
INFO 2021-07-14 12:07:52,879| tensorflow: global_step/sec: 1.99001
INFO:tensorflow:global_step/sec: 2.00179
INFO 2021-07-14 12:08:02,870| tensorflow: global_step/sec: 2.00179
INFO:tensorflow:epoch = 49.89544468546638, loss = 341.0909, step = 575045 (30.969 sec)
INFO 2021-07-14 12:08:07,803| tensorflow: epoch = 49.89544468546638, loss = 341.0909, step = 575045 (30.969 sec)
INFO:tensorflow:global_step/sec: 2.02471
INFO 2021-07-14 12:08:12,748| tensorflow: global_step/sec: 2.02471
INFO:tensorflow:global_step/sec: 2.01388
INFO 2021-07-14 12:08:22,679| tensorflow: global_step/sec: 2.01388
INFO:tensorflow:global_step/sec: 2.03184
INFO 2021-07-14 12:08:32,522| tensorflow: global_step/sec: 2.03184
INFO:tensorflow:epoch = 49.90082429501085, loss = 316.31396, step = 575107 (30.675 sec)
INFO 2021-07-14 12:08:38,478| tensorflow: epoch = 49.90082429501085, loss = 316.31396, step = 575107 (30.675 sec)
INFO:tensorflow:global_step/sec: 2.00815
INFO 2021-07-14 12:08:42,482| tensorflow: global_step/sec: 2.00815
WARNING 2021-07-14 12:08:48,096| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.02806
INFO 2021-07-14 12:08:52,343| tensorflow: global_step/sec: 2.02806
INFO:tensorflow:global_step/sec: 2.03016
INFO 2021-07-14 12:09:02,195| tensorflow: global_step/sec: 2.03016
INFO:tensorflow:epoch = 49.90620390455531, loss = 248.74411, step = 575169 (30.659 sec)
INFO 2021-07-14 12:09:09,138| tensorflow: epoch = 49.90620390455531, loss = 248.74411, step = 575169 (30.659 sec)
INFO:tensorflow:global_step/sec: 2.03018
INFO 2021-07-14 12:09:12,046| tensorflow: global_step/sec: 2.03018
INFO:tensorflow:global_step/sec: 2.02133
INFO 2021-07-14 12:09:21,941| tensorflow: global_step/sec: 2.02133
WARNING 2021-07-14 12:09:30,876| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:09:30,881| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.03927
INFO 2021-07-14 12:09:31,748| tensorflow: global_step/sec: 2.03927
INFO:tensorflow:epoch = 49.91167028199566, loss = 270.14227, step = 575232 (30.968 sec)
INFO 2021-07-14 12:09:40,106| tensorflow: epoch = 49.91167028199566, loss = 270.14227, step = 575232 (30.968 sec)
INFO:tensorflow:global_step/sec: 2.02962
INFO 2021-07-14 12:09:41,602| tensorflow: global_step/sec: 2.02962
INFO:tensorflow:global_step/sec: 2.04689
INFO 2021-07-14 12:09:51,373| tensorflow: global_step/sec: 2.04689
INFO:tensorflow:global_step/sec: 2.01413
INFO 2021-07-14 12:10:01,303| tensorflow: global_step/sec: 2.01413
WARNING 2021-07-14 12:10:08,371| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:epoch = 49.91704989154013, loss = 355.02753, step = 575294 (30.596 sec)
INFO 2021-07-14 12:10:10,702| tensorflow: epoch = 49.91704989154013, loss = 355.02753, step = 575294 (30.596 sec)
INFO:tensorflow:global_step/sec: 2.01972
INFO 2021-07-14 12:10:11,205| tensorflow: global_step/sec: 2.01972
INFO:tensorflow:global_step/sec: 2.03248
INFO 2021-07-14 12:10:21,045| tensorflow: global_step/sec: 2.03248
INFO:tensorflow:global_step/sec: 1.99548
INFO 2021-07-14 12:10:31,068| tensorflow: global_step/sec: 1.99548
INFO:tensorflow:global_step/sec: 2.00512
INFO 2021-07-14 12:10:41,043| tensorflow: global_step/sec: 2.00512
INFO:tensorflow:epoch = 49.9224295010846, loss = 329.8729, step = 575356 (30.849 sec)
INFO 2021-07-14 12:10:41,551| tensorflow: epoch = 49.9224295010846, loss = 329.8729, step = 575356 (30.849 sec)
INFO:tensorflow:global_step/sec: 2.00955
INFO 2021-07-14 12:10:50,995| tensorflow: global_step/sec: 2.00955
WARNING 2021-07-14 12:10:57,572| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:10:57,581| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.0013
INFO 2021-07-14 12:11:00,989| tensorflow: global_step/sec: 2.0013
INFO:tensorflow:global_step/sec: 2.02503
INFO 2021-07-14 12:11:10,865| tensorflow: global_step/sec: 2.02503
INFO:tensorflow:epoch = 49.92780911062907, loss = 356.36877, step = 575418 (30.815 sec)
INFO 2021-07-14 12:11:12,366| tensorflow: epoch = 49.92780911062907, loss = 356.36877, step = 575418 (30.815 sec)
INFO:tensorflow:global_step/sec: 1.99549
INFO 2021-07-14 12:11:20,888| tensorflow: global_step/sec: 1.99549
INFO:tensorflow:global_step/sec: 2.02319
INFO 2021-07-14 12:11:30,773| tensorflow: global_step/sec: 2.02319
INFO:tensorflow:global_step/sec: 2.02573
INFO 2021-07-14 12:11:40,646| tensorflow: global_step/sec: 2.02573
INFO:tensorflow:epoch = 49.93318872017354, loss = 249.58826, step = 575480 (30.768 sec)
INFO 2021-07-14 12:11:43,134| tensorflow: epoch = 49.93318872017354, loss = 249.58826, step = 575480 (30.768 sec)
INFO:tensorflow:global_step/sec: 2.00788
INFO 2021-07-14 12:11:50,607| tensorflow: global_step/sec: 2.00788
WARNING 2021-07-14 12:11:52,696| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:11:52,703| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.03068
INFO 2021-07-14 12:12:00,456| tensorflow: global_step/sec: 2.03068
INFO:tensorflow:global_step/sec: 2.01335
INFO 2021-07-14 12:12:10,389| tensorflow: global_step/sec: 2.01335
INFO:tensorflow:epoch = 49.938568329718, loss = 400.88022, step = 575542 (30.736 sec)
INFO 2021-07-14 12:12:13,870| tensorflow: epoch = 49.938568329718, loss = 400.88022, step = 575542 (30.736 sec)
INFO:tensorflow:global_step/sec: 1.99171
INFO 2021-07-14 12:12:20,431| tensorflow: global_step/sec: 1.99171
WARNING 2021-07-14 12:12:22,112| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:12:23,073| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 1.99719
INFO 2021-07-14 12:12:30,445| tensorflow: global_step/sec: 1.99719
INFO:tensorflow:global_step/sec: 2.04474
INFO 2021-07-14 12:12:40,226| tensorflow: global_step/sec: 2.04474
INFO:tensorflow:epoch = 49.94394793926247, loss = 380.66428, step = 575604 (30.937 sec)
INFO 2021-07-14 12:12:44,807| tensorflow: epoch = 49.94394793926247, loss = 380.66428, step = 575604 (30.937 sec)
INFO:tensorflow:global_step/sec: 1.99514
INFO 2021-07-14 12:12:50,251| tensorflow: global_step/sec: 1.99514
INFO:tensorflow:global_step/sec: 2.01204
INFO 2021-07-14 12:13:00,191| tensorflow: global_step/sec: 2.01204
INFO:tensorflow:global_step/sec: 2.01913
INFO 2021-07-14 12:13:10,096| tensorflow: global_step/sec: 2.01913
INFO:tensorflow:epoch = 49.94932754880694, loss = 310.21817, step = 575666 (30.798 sec)
INFO 2021-07-14 12:13:15,605| tensorflow: epoch = 49.94932754880694, loss = 310.21817, step = 575666 (30.798 sec)
INFO:tensorflow:global_step/sec: 2.00206
INFO 2021-07-14 12:13:20,086| tensorflow: global_step/sec: 2.00206
INFO:tensorflow:global_step/sec: 2.00701
INFO 2021-07-14 12:13:30,051| tensorflow: global_step/sec: 2.00701
INFO:tensorflow:global_step/sec: 2.00694
INFO 2021-07-14 12:13:40,016| tensorflow: global_step/sec: 2.00694
INFO:tensorflow:epoch = 49.95470715835141, loss = 470.0162, step = 575728 (30.855 sec)
INFO 2021-07-14 12:13:46,461| tensorflow: epoch = 49.95470715835141, loss = 470.0162, step = 575728 (30.855 sec)
INFO:tensorflow:global_step/sec: 2.00733
INFO 2021-07-14 12:13:49,980| tensorflow: global_step/sec: 2.00733
WARNING 2021-07-14 12:13:59,496| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.03241
INFO 2021-07-14 12:13:59,820| tensorflow: global_step/sec: 2.03241
INFO:tensorflow:global_step/sec: 2.02896
INFO 2021-07-14 12:14:09,678| tensorflow: global_step/sec: 2.02896
WARNING 2021-07-14 12:14:14,804| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
WARNING 2021-07-14 12:14:14,811| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:epoch = 49.96008676789588, loss = 313.15503, step = 575790 (30.733 sec)
INFO 2021-07-14 12:14:17,193| tensorflow: epoch = 49.96008676789588, loss = 313.15503, step = 575790 (30.733 sec)
INFO:tensorflow:global_step/sec: 2.00559
INFO 2021-07-14 12:14:19,650| tensorflow: global_step/sec: 2.00559
WARNING 2021-07-14 12:14:22,300| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 2.03447
INFO 2021-07-14 12:14:29,480| tensorflow: global_step/sec: 2.03447
INFO:tensorflow:global_step/sec: 2.01184
INFO 2021-07-14 12:14:39,421| tensorflow: global_step/sec: 2.01184
INFO:tensorflow:epoch = 49.96546637744035, loss = 257.5868, step = 575852 (30.572 sec)
INFO 2021-07-14 12:14:47,765| tensorflow: epoch = 49.96546637744035, loss = 257.5868, step = 575852 (30.572 sec)
INFO:tensorflow:global_step/sec: 2.02165
INFO 2021-07-14 12:14:49,314| tensorflow: global_step/sec: 2.02165
INFO:tensorflow:global_step/sec: 2.03311
INFO 2021-07-14 12:14:59,151| tensorflow: global_step/sec: 2.03311
INFO:tensorflow:global_step/sec: 2.00988
INFO 2021-07-14 12:15:09,102| tensorflow: global_step/sec: 2.00988
INFO:tensorflow:epoch = 49.97084598698482, loss = 331.0822, step = 575914 (30.799 sec)
INFO 2021-07-14 12:15:18,564| tensorflow: epoch = 49.97084598698482, loss = 331.0822, step = 575914 (30.799 sec)
INFO:tensorflow:global_step/sec: 2.00588
INFO 2021-07-14 12:15:19,073| tensorflow: global_step/sec: 2.00588
INFO:tensorflow:global_step/sec: 2.03391
INFO 2021-07-14 12:15:28,906| tensorflow: global_step/sec: 2.03391
WARNING 2021-07-14 12:15:30,592| driveix.bpnet.dataloaders.processors.label_processor: Limb length is zeo. Skipping part affinity label.
INFO:tensorflow:global_step/sec: 1.99537
INFO 2021-07-14 12:15:38,929| tensorflow: global_step/sec: 1.99537
INFO:tensorflow:global_step/sec: 1.97418
INFO 2021-07-14 12:15:49,060| tensorflow: global_step/sec: 1.97418
INFO:tensorflow:epoch = 49.97622559652928, loss = 313.74838, step = 575976 (31.007 sec)
INFO 2021-07-14 12:15:49,571| tensorflow: epoch = 49.97622559652928, loss = 313.74838, step = 575976 (31.007 sec)
INFO:tensorflow:global_step/sec: 1.94355
INFO 2021-07-14 12:15:59,351| tensorflow: global_step/sec: 1.94355
INFO:tensorflow:global_step/sec: 1.81373
INFO 2021-07-14 12:16:10,378| tensorflow: global_step/sec: 1.81373