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lbyl_lstm_unc_batch64.out
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lbyl_lstm_unc_batch64.out
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2021-03-27 21:02:38,720 - INFO - ==================================================================
2021-03-27 21:02:38,721 - INFO - train start from here ...
2021-03-27 21:02:43,339 - INFO - Process 0: loading all datasets...
2021-03-27 21:02:43,340 - INFO - Process 0: using 8 workers
2021-03-27 21:02:46,293 - INFO - system config...
2021-03-27 21:02:46,294 - INFO - {'dataset': 'unc', 'language': 'lstm', 'model': 'LBYLNet', 'anchor_based': True, 'context': 'LandmarkP4', 'ctx_dim': 128, 'visu_weight': 'yolov3.weights', 'lr_scheduler': 'cosin_lr', 'warm_up': True, 'warm_up_epoch': 5, 'warm_up_from_lr': 1e-06, 'learning_rate': 0.0001, 'decay_rate': 10, 'milestone': [30, 80], 'gamma': 0.1, 'opt_algo': 'adam', 'display': 5, 'nb_epoch': 100, 'print_freq': 100, 'snapshot': 5, 'stepsize': 80, 'val_iter': 1, 'batch_size': 64, 'snapshot_name': 'lbyl_lstm_unc_batch64', 'prefetch_size': 100, 'pretrain': None, 'chunk_sizes': [32], 'corpus_dir': './data/refer/', 'data_dir': './data', 'cache_dir': './cache', 'config_dir': './config', 'result_dir': './results', 'train_split': 'train', 'val_split': 'val', 'test_split': 'test', 'data_rng': RandomState(MT19937) at 0x7FC6F3DEE258, 'nnet_rng': RandomState(MT19937) at 0x7FC6F3DEE360}
2021-03-27 21:02:46,294 - INFO - db config...
2021-03-27 21:02:46,294 - INFO - {'data_aug': True, 'random_flip': True, 'random_affine': True, 'random_color': True, 'random_lighting': True, 'input_size': [256, 256], 'output_sizes': [32, 32], 'anchors': [(373.0, 326.0), (156.0, 198.0), (116.0, 90.0), (59.0, 119.0), (62.0, 45.0), (30.0, 61.0), (33.0, 23.0), (16.0, 30.0), (10.0, 13.0)], 'vocab_size': 0, 'word_embedding_size': 512, 'word_vec_size': 512, 'hidden_size': 512, 'bidirectional': True, 'input_dropout_p': 0.5, 'dropout_p': 0.2, 'n_layers': 1, 'max_query_len': 128, 'variable_length': True, 'joint_embedding_size': 256, 'joint_out_dim': 256, 'joint_embedding_dropout': 0.1, 'joint_mlp_layers': 2, 'corpus_path': '/p300/ai_usr/LBYLNet/core/../data/refer/data/unc/corpus.pth'}
2021-03-27 21:02:46,295 - INFO - len of training db: 120624
2021-03-27 21:02:46,295 - INFO - len of validate db: 10834
2021-03-27 21:02:46,295 - INFO - distributed: True
2021-03-27 21:02:46,304 - INFO - loading vocabulary file https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-uncased-vocab.txt from cache at /root/.pytorch_pretrained_bert/26bc1ad6c0ac742e9b52263248f6d0f00068293b33709fae12320c0e35ccfbbb.542ce4285a40d23a559526243235df47c5f75c197f04f37d1a0c124c32c9a084
2021-03-27 21:02:46,365 - INFO - loading vocabulary file https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-uncased-vocab.txt from cache at /root/.pytorch_pretrained_bert/26bc1ad6c0ac742e9b52263248f6d0f00068293b33709fae12320c0e35ccfbbb.542ce4285a40d23a559526243235df47c5f75c197f04f37d1a0c124c32c9a084
2021-03-27 21:02:51,608 - INFO - ground model total parameters: 78.88 M
2021-03-27 21:02:51,610 - INFO - training start...
2021-03-27 21:04:39,029 - INFO - Process 0 epoch[0][100/1885] time 0.670 (1.074) data 0.000 (0.374) loss 9.3718 (10.0322) rank loss 7.8000 (7.9444) offs loss 1.5718 (2.087788) lr 0.00000100
2021-03-27 21:05:48,875 - INFO - Process 0 epoch[0][200/1885] time 0.707 (0.886) data 0.000 (0.187) loss 9.2007 (9.7059) rank loss 7.4320 (7.7778) offs loss 1.7687 (1.928105) lr 0.00000100
2021-03-27 21:06:59,731 - INFO - Process 0 epoch[0][300/1885] time 0.703 (0.827) data 0.000 (0.125) loss 9.2271 (9.4840) rank loss 7.2540 (7.6200) offs loss 1.9731 (1.863994) lr 0.00000100
2021-03-27 21:08:11,007 - INFO - Process 0 epoch[0][400/1885] time 0.710 (0.798) data 0.000 (0.094) loss 8.6686 (9.2987) rank loss 7.0311 (7.4771) offs loss 1.6375 (1.821578) lr 0.00000100
2021-03-27 21:09:22,381 - INFO - Process 0 epoch[0][500/1885] time 0.703 (0.782) data 0.000 (0.075) loss 8.4597 (9.1393) rank loss 6.7559 (7.3500) offs loss 1.7037 (1.789327) lr 0.00000100
2021-03-27 21:10:33,592 - INFO - Process 0 epoch[0][600/1885] time 0.719 (0.770) data 0.000 (0.063) loss 8.0481 (9.0038) rank loss 6.5838 (7.2391) offs loss 1.4643 (1.764707) lr 0.00000100
2021-03-27 21:11:44,820 - INFO - Process 0 epoch[0][700/1885] time 0.702 (0.762) data 0.000 (0.054) loss 7.9638 (8.8979) rank loss 6.5153 (7.1438) offs loss 1.4485 (1.754129) lr 0.00000100
2021-03-27 21:12:56,176 - INFO - Process 0 epoch[0][800/1885] time 0.715 (0.756) data 0.000 (0.047) loss 7.9201 (8.8007) rank loss 6.4022 (7.0585) offs loss 1.5179 (1.742242) lr 0.00000100
2021-03-27 21:14:07,568 - INFO - Process 0 epoch[0][900/1885] time 0.706 (0.751) data 0.000 (0.042) loss 7.8425 (8.7143) rank loss 6.3151 (6.9832) offs loss 1.5273 (1.731152) lr 0.00000100
2021-03-27 21:15:18,854 - INFO - Process 0 epoch[0][1000/1885] time 0.701 (0.747) data 0.000 (0.038) loss 7.7837 (8.6366) rank loss 6.1640 (6.9171) offs loss 1.6198 (1.719485) lr 0.00000100
2021-03-27 21:16:30,112 - INFO - Process 0 epoch[0][1100/1885] time 0.707 (0.744) data 0.000 (0.034) loss 7.7753 (8.5654) rank loss 6.2388 (6.8570) offs loss 1.5365 (1.708403) lr 0.00000100
2021-03-27 21:17:41,606 - INFO - Process 0 epoch[0][1200/1885] time 0.711 (0.742) data 0.000 (0.031) loss 7.9283 (8.4967) rank loss 6.3488 (6.8013) offs loss 1.5795 (1.695407) lr 0.00000100
2021-03-27 21:18:53,065 - INFO - Process 0 epoch[0][1300/1885] time 0.713 (0.740) data 0.000 (0.029) loss 7.4608 (8.4343) rank loss 6.0147 (6.7499) offs loss 1.4461 (1.684338) lr 0.00000100
2021-03-27 21:20:04,586 - INFO - Process 0 epoch[0][1400/1885] time 0.704 (0.738) data 0.000 (0.027) loss 7.5847 (8.3780) rank loss 6.0539 (6.7005) offs loss 1.5307 (1.677588) lr 0.00000100
2021-03-27 21:21:16,288 - INFO - Process 0 epoch[0][1500/1885] time 0.720 (0.736) data 0.000 (0.025) loss 7.5141 (8.3216) rank loss 6.0526 (6.6528) offs loss 1.4616 (1.668790) lr 0.00000100
2021-03-27 21:22:27,606 - INFO - Process 0 epoch[0][1600/1885] time 0.714 (0.735) data 0.000 (0.024) loss 7.3935 (8.2663) rank loss 5.8223 (6.6066) offs loss 1.5712 (1.659702) lr 0.00000100
2021-03-27 21:23:38,886 - INFO - Process 0 epoch[0][1700/1885] time 0.705 (0.734) data 0.000 (0.022) loss 7.0599 (8.2127) rank loss 5.7345 (6.5624) offs loss 1.3254 (1.650274) lr 0.00000100
2021-03-27 21:24:50,198 - INFO - Process 0 epoch[0][1800/1885] time 0.714 (0.733) data 0.000 (0.021) loss 6.9362 (8.1591) rank loss 5.6306 (6.5180) offs loss 1.3056 (1.641082) lr 0.00000100
2021-03-27 21:26:00,807 - INFO - evaluating...
2021-03-27 21:26:42,699 - INFO - Process 0 epoch[0][100/170] time 0.204 (0.419) data 0.000 (0.180) loss 7.2505 (7.3308) rank loss 6.0077 (5.9061) offs loss 1.2428 (1.424748) lr 0.00000100
2021-03-27 21:26:59,040 - INFO - train...
2021-03-27 21:28:37,933 - INFO - Process 0 epoch[1][100/1885] time 0.710 (0.989) data 0.000 (0.281) loss 6.7496 (7.1482) rank loss 5.3786 (5.6391) offs loss 1.3710 (1.509064) lr 0.00000100
2021-03-27 21:29:50,055 - INFO - Process 0 epoch[1][200/1885] time 0.723 (0.855) data 0.000 (0.141) loss 6.5878 (7.0792) rank loss 5.0874 (5.5891) offs loss 1.5004 (1.490104) lr 0.00000100
2021-03-27 21:31:01,750 - INFO - Process 0 epoch[1][300/1885] time 0.733 (0.809) data 0.000 (0.094) loss 6.5615 (7.0221) rank loss 5.3662 (5.5428) offs loss 1.1954 (1.479272) lr 0.00000100
2021-03-27 21:32:14,068 - INFO - Process 0 epoch[1][400/1885] time 0.740 (0.788) data 0.000 (0.070) loss 6.5799 (6.9651) rank loss 5.1960 (5.4897) offs loss 1.3839 (1.475479) lr 0.00000100
2021-03-27 21:33:25,956 - INFO - Process 0 epoch[1][500/1885] time 0.711 (0.774) data 0.000 (0.056) loss 6.6870 (6.9148) rank loss 5.1031 (5.4430) offs loss 1.5839 (1.471727) lr 0.00000100
2021-03-27 21:34:37,434 - INFO - Process 0 epoch[1][600/1885] time 0.702 (0.764) data 0.000 (0.047) loss 6.2880 (6.8566) rank loss 4.9810 (5.3878) offs loss 1.3070 (1.468741) lr 0.00000100
2021-03-27 21:35:49,052 - INFO - Process 0 epoch[1][700/1885] time 0.696 (0.757) data 0.000 (0.040) loss 6.0430 (6.8090) rank loss 4.6724 (5.3454) offs loss 1.3706 (1.463669) lr 0.00000100
2021-03-27 21:37:00,505 - INFO - Process 0 epoch[1][800/1885] time 0.706 (0.752) data 0.000 (0.035) loss 6.3866 (6.7585) rank loss 5.0468 (5.3021) offs loss 1.3398 (1.456451) lr 0.00000100
2021-03-27 21:38:11,826 - INFO - Process 0 epoch[1][900/1885] time 0.711 (0.748) data 0.000 (0.031) loss 6.1412 (6.7113) rank loss 4.8069 (5.2609) offs loss 1.3343 (1.450414) lr 0.00000100
2021-03-27 21:39:23,298 - INFO - Process 0 epoch[1][1000/1885] time 0.709 (0.744) data 0.000 (0.028) loss 6.3531 (6.6620) rank loss 5.0861 (5.2185) offs loss 1.2670 (1.443539) lr 0.00000100
2021-03-27 21:40:34,581 - INFO - Process 0 epoch[1][1100/1885] time 0.711 (0.741) data 0.000 (0.026) loss 6.7718 (6.6194) rank loss 5.1455 (5.1816) offs loss 1.6263 (1.437809) lr 0.00000100
2021-03-27 21:41:45,884 - INFO - Process 0 epoch[1][1200/1885] time 0.716 (0.739) data 0.000 (0.024) loss 5.7111 (6.5807) rank loss 4.4656 (5.1479) offs loss 1.2455 (1.432888) lr 0.00000100
2021-03-27 21:42:57,250 - INFO - Process 0 epoch[1][1300/1885] time 0.721 (0.737) data 0.000 (0.022) loss 7.2710 (6.5434) rank loss 5.6833 (5.1156) offs loss 1.5877 (1.427855) lr 0.00000100
2021-03-27 21:44:08,879 - INFO - Process 0 epoch[1][1400/1885] time 0.710 (0.736) data 0.000 (0.020) loss 5.6115 (6.5071) rank loss 4.3732 (5.0833) offs loss 1.2384 (1.423841) lr 0.00000100
2021-03-27 21:45:20,454 - INFO - Process 0 epoch[1][1500/1885] time 0.702 (0.734) data 0.000 (0.019) loss 5.7577 (6.4684) rank loss 4.3524 (5.0507) offs loss 1.4053 (1.417634) lr 0.00000100
2021-03-27 21:46:31,998 - INFO - Process 0 epoch[1][1600/1885] time 0.718 (0.733) data 0.000 (0.018) loss 5.9685 (6.4332) rank loss 4.6769 (5.0209) offs loss 1.2916 (1.412298) lr 0.00000100
2021-03-27 21:47:43,295 - INFO - Process 0 epoch[1][1700/1885] time 0.722 (0.732) data 0.000 (0.017) loss 5.7120 (6.4002) rank loss 4.5313 (4.9937) offs loss 1.1807 (1.406533) lr 0.00000100
2021-03-27 21:48:54,466 - INFO - Process 0 epoch[1][1800/1885] time 0.700 (0.731) data 0.000 (0.016) loss 5.8756 (6.3680) rank loss 4.5073 (4.9663) offs loss 1.3683 (1.401675) lr 0.00000100
2021-03-27 21:49:58,767 - INFO - evaluating...
2021-03-27 21:50:32,050 - INFO - Process 0 epoch[1][100/170] time 0.255 (0.333) data 0.000 (0.111) loss 6.1117 (5.8871) rank loss 4.7467 (4.6559) offs loss 1.3650 (1.231286) lr 0.00002080
2021-03-27 21:50:47,592 - INFO - train...
2021-03-27 21:52:26,198 - INFO - Process 0 epoch[2][100/1885] time 0.698 (0.986) data 0.000 (0.282) loss 5.2921 (5.3636) rank loss 4.0789 (4.1219) offs loss 1.2133 (1.241676) lr 0.00002080
2021-03-27 21:53:38,130 - INFO - Process 0 epoch[2][200/1885] time 0.709 (0.853) data 0.000 (0.141) loss 4.2179 (4.9984) rank loss 3.3927 (3.8553) offs loss 0.8252 (1.143128) lr 0.00002080
2021-03-27 21:54:49,673 - INFO - Process 0 epoch[2][300/1885] time 0.719 (0.807) data 0.000 (0.094) loss 3.9996 (4.7390) rank loss 3.1648 (3.6603) offs loss 0.8348 (1.078654) lr 0.00002080
2021-03-27 21:56:01,363 - INFO - Process 0 epoch[2][400/1885] time 0.707 (0.784) data 0.000 (0.071) loss 3.6629 (4.5409) rank loss 2.8594 (3.5117) offs loss 0.8035 (1.029180) lr 0.00002080
2021-03-27 21:57:12,832 - INFO - Process 0 epoch[2][500/1885] time 0.703 (0.770) data 0.000 (0.056) loss 3.1680 (4.3666) rank loss 2.5616 (3.3870) offs loss 0.6065 (0.979640) lr 0.00002080
2021-03-27 21:58:24,248 - INFO - Process 0 epoch[2][600/1885] time 0.716 (0.761) data 0.000 (0.047) loss 3.4244 (4.2259) rank loss 2.7025 (3.2847) offs loss 0.7218 (0.941226) lr 0.00002080
2021-03-27 21:59:35,806 - INFO - Process 0 epoch[2][700/1885] time 0.718 (0.755) data 0.000 (0.040) loss 3.5818 (4.1039) rank loss 2.7227 (3.1970) offs loss 0.8592 (0.906836) lr 0.00002080
2021-03-27 22:00:47,816 - INFO - Process 0 epoch[2][800/1885] time 0.706 (0.750) data 0.000 (0.035) loss 2.9851 (4.0090) rank loss 2.3411 (3.1287) offs loss 0.6440 (0.880341) lr 0.00002080
2021-03-27 22:01:59,861 - INFO - Process 0 epoch[2][900/1885] time 0.753 (0.747) data 0.000 (0.031) loss 2.8802 (3.9165) rank loss 2.2763 (3.0626) offs loss 0.6039 (0.853881) lr 0.00002080
2021-03-27 22:03:11,410 - INFO - Process 0 epoch[2][1000/1885] time 0.713 (0.744) data 0.000 (0.028) loss 2.9788 (3.8384) rank loss 2.3780 (3.0083) offs loss 0.6008 (0.830090) lr 0.00002080
2021-03-27 22:04:22,927 - INFO - Process 0 epoch[2][1100/1885] time 0.702 (0.741) data 0.000 (0.026) loss 2.8544 (3.7691) rank loss 2.3890 (2.9600) offs loss 0.4654 (0.809184) lr 0.00002080
2021-03-27 22:05:34,674 - INFO - Process 0 epoch[2][1200/1885] time 0.721 (0.739) data 0.000 (0.024) loss 2.7494 (3.7077) rank loss 2.1437 (2.9171) offs loss 0.6057 (0.790558) lr 0.00002080
2021-03-27 22:06:46,424 - INFO - Process 0 epoch[2][1300/1885] time 0.716 (0.738) data 0.000 (0.022) loss 2.6307 (3.6508) rank loss 2.0858 (2.8783) offs loss 0.5449 (0.772551) lr 0.00002080
2021-03-27 22:07:58,142 - INFO - Process 0 epoch[2][1400/1885] time 0.722 (0.736) data 0.000 (0.020) loss 2.8867 (3.5959) rank loss 2.3775 (2.8398) offs loss 0.5092 (0.756172) lr 0.00002080
2021-03-27 22:09:09,779 - INFO - Process 0 epoch[2][1500/1885] time 0.718 (0.735) data 0.000 (0.019) loss 2.7458 (3.5481) rank loss 2.2565 (2.8059) offs loss 0.4893 (0.742145) lr 0.00002080
2021-03-27 22:10:21,438 - INFO - Process 0 epoch[2][1600/1885] time 0.714 (0.734) data 0.000 (0.018) loss 3.6262 (3.5071) rank loss 3.0356 (2.7771) offs loss 0.5905 (0.730006) lr 0.00002080
2021-03-27 22:11:33,060 - INFO - Process 0 epoch[2][1700/1885] time 0.712 (0.733) data 0.000 (0.017) loss 3.2401 (3.4687) rank loss 2.6613 (2.7501) offs loss 0.5788 (0.718610) lr 0.00002080
2021-03-27 22:12:44,725 - INFO - Process 0 epoch[2][1800/1885] time 0.725 (0.732) data 0.000 (0.016) loss 2.7878 (3.4293) rank loss 2.2823 (2.7218) offs loss 0.5055 (0.707558) lr 0.00002080
2021-03-27 22:13:49,109 - INFO - evaluating...
2021-03-27 22:14:21,926 - INFO - Process 0 epoch[2][100/170] time 0.235 (0.328) data 0.000 (0.107) loss 2.7404 (2.8350) rank loss 2.1722 (2.3095) offs loss 0.5682 (0.525479) lr 0.00004060
2021-03-27 22:14:37,604 - INFO - train...
2021-03-27 22:16:18,315 - INFO - Process 0 epoch[3][100/1885] time 0.697 (1.007) data 0.000 (0.292) loss 3.7145 (2.7171) rank loss 3.1113 (2.2011) offs loss 0.6032 (0.515967) lr 0.00004060
2021-03-27 22:17:30,631 - INFO - Process 0 epoch[3][200/1885] time 0.730 (0.865) data 0.000 (0.146) loss 2.2274 (2.7137) rank loss 1.8078 (2.1933) offs loss 0.4196 (0.520382) lr 0.00004060
2021-03-27 22:18:42,697 - INFO - Process 0 epoch[3][300/1885] time 0.731 (0.817) data 0.000 (0.097) loss 2.4944 (2.7102) rank loss 2.0407 (2.1894) offs loss 0.4537 (0.520776) lr 0.00004060
2021-03-27 22:19:54,532 - INFO - Process 0 epoch[3][400/1885] time 0.715 (0.792) data 0.000 (0.073) loss 2.7483 (2.6963) rank loss 2.2541 (2.1782) offs loss 0.4942 (0.518148) lr 0.00004060
2021-03-27 22:21:06,378 - INFO - Process 0 epoch[3][500/1885] time 0.728 (0.778) data 0.000 (0.059) loss 2.4133 (2.6844) rank loss 1.9450 (2.1707) offs loss 0.4683 (0.513729) lr 0.00004060
2021-03-27 22:22:18,210 - INFO - Process 0 epoch[3][600/1885] time 0.720 (0.768) data 0.002 (0.049) loss 2.4102 (2.6740) rank loss 1.9313 (2.1649) offs loss 0.4790 (0.509167) lr 0.00004060
2021-03-27 22:23:29,991 - INFO - Process 0 epoch[3][700/1885] time 0.713 (0.761) data 0.000 (0.042) loss 2.5581 (2.6568) rank loss 2.1551 (2.1531) offs loss 0.4030 (0.503707) lr 0.00004060
2021-03-27 22:24:41,665 - INFO - Process 0 epoch[3][800/1885] time 0.708 (0.755) data 0.000 (0.037) loss 2.3674 (2.6403) rank loss 1.8886 (2.1421) offs loss 0.4788 (0.498200) lr 0.00004060
2021-03-27 22:25:53,263 - INFO - Process 0 epoch[3][900/1885] time 0.702 (0.751) data 0.000 (0.033) loss 2.4934 (2.6297) rank loss 2.0168 (2.1355) offs loss 0.4765 (0.494189) lr 0.00004060
2021-03-27 22:27:04,771 - INFO - Process 0 epoch[3][1000/1885] time 0.717 (0.747) data 0.000 (0.029) loss 2.6362 (2.6178) rank loss 2.0884 (2.1268) offs loss 0.5478 (0.490972) lr 0.00004060
2021-03-27 22:28:16,274 - INFO - Process 0 epoch[3][1100/1885] time 0.696 (0.744) data 0.000 (0.027) loss 2.7126 (2.6002) rank loss 2.3200 (2.1134) offs loss 0.3926 (0.486761) lr 0.00004060
2021-03-27 22:29:27,747 - INFO - Process 0 epoch[3][1200/1885] time 0.707 (0.742) data 0.000 (0.024) loss 1.9819 (2.5880) rank loss 1.6102 (2.1044) offs loss 0.3717 (0.483652) lr 0.00004060
2021-03-27 22:30:40,227 - INFO - Process 0 epoch[3][1300/1885] time 0.721 (0.740) data 0.000 (0.023) loss 1.9325 (2.5772) rank loss 1.5780 (2.0958) offs loss 0.3545 (0.481385) lr 0.00004060
2021-03-27 22:31:51,904 - INFO - Process 0 epoch[3][1400/1885] time 0.712 (0.739) data 0.000 (0.021) loss 2.2041 (2.5665) rank loss 1.8484 (2.0873) offs loss 0.3557 (0.479195) lr 0.00004060
2021-03-27 22:33:03,728 - INFO - Process 0 epoch[3][1500/1885] time 0.739 (0.737) data 0.000 (0.020) loss 2.1802 (2.5580) rank loss 1.7651 (2.0803) offs loss 0.4151 (0.477707) lr 0.00004060
2021-03-27 22:34:15,743 - INFO - Process 0 epoch[3][1600/1885] time 0.705 (0.736) data 0.000 (0.018) loss 2.0780 (2.5486) rank loss 1.6727 (2.0732) offs loss 0.4053 (0.475391) lr 0.00004060
2021-03-27 22:35:27,275 - INFO - Process 0 epoch[3][1700/1885] time 0.715 (0.735) data 0.000 (0.017) loss 2.4207 (2.5391) rank loss 1.9280 (2.0660) offs loss 0.4926 (0.473063) lr 0.00004060
2021-03-27 22:36:38,885 - INFO - Process 0 epoch[3][1800/1885] time 0.717 (0.734) data 0.000 (0.016) loss 2.4417 (2.5270) rank loss 2.0240 (2.0568) offs loss 0.4176 (0.470218) lr 0.00004060
2021-03-27 22:37:43,031 - INFO - evaluating...
2021-03-27 22:38:15,908 - INFO - Process 0 epoch[3][100/170] time 0.205 (0.329) data 0.000 (0.107) loss 2.7527 (2.6493) rank loss 2.2752 (2.1657) offs loss 0.4775 (0.483606) lr 0.00006040
2021-03-27 22:38:31,999 - INFO - train...
2021-03-27 22:40:11,909 - INFO - Process 0 epoch[4][100/1885] time 0.707 (0.999) data 0.000 (0.290) loss 2.3658 (2.2448) rank loss 1.9028 (1.8350) offs loss 0.4631 (0.409818) lr 0.00006040
2021-03-27 22:41:23,649 - INFO - Process 0 epoch[4][200/1885] time 0.724 (0.858) data 0.000 (0.145) loss 2.2521 (2.2551) rank loss 1.8491 (1.8303) offs loss 0.4030 (0.424875) lr 0.00006040
2021-03-27 22:42:35,521 - INFO - Process 0 epoch[4][300/1885] time 0.720 (0.812) data 0.000 (0.097) loss 2.2144 (2.2633) rank loss 1.7562 (1.8408) offs loss 0.4581 (0.422547) lr 0.00006040
2021-03-27 22:43:47,331 - INFO - Process 0 epoch[4][400/1885] time 0.725 (0.788) data 0.000 (0.073) loss 2.2849 (2.2758) rank loss 1.8345 (1.8510) offs loss 0.4503 (0.424844) lr 0.00006040
2021-03-27 22:44:59,134 - INFO - Process 0 epoch[4][500/1885] time 0.729 (0.774) data 0.000 (0.058) loss 2.3519 (2.2722) rank loss 1.8808 (1.8487) offs loss 0.4711 (0.423532) lr 0.00006040
2021-03-27 22:46:10,881 - INFO - Process 0 epoch[4][600/1885] time 0.707 (0.765) data 0.000 (0.048) loss 2.2212 (2.2694) rank loss 1.9219 (1.8470) offs loss 0.2993 (0.422416) lr 0.00006040
2021-03-27 22:47:22,668 - INFO - Process 0 epoch[4][700/1885] time 0.727 (0.758) data 0.000 (0.042) loss 2.3144 (2.2668) rank loss 1.9061 (1.8453) offs loss 0.4083 (0.421496) lr 0.00006040
2021-03-27 22:48:34,293 - INFO - Process 0 epoch[4][800/1885] time 0.710 (0.753) data 0.000 (0.036) loss 2.7489 (2.2622) rank loss 2.2824 (1.8430) offs loss 0.4665 (0.419223) lr 0.00006040
2021-03-27 22:49:46,030 - INFO - Process 0 epoch[4][900/1885] time 0.727 (0.749) data 0.000 (0.032) loss 1.9202 (2.2564) rank loss 1.6299 (1.8387) offs loss 0.2903 (0.417692) lr 0.00006040
2021-03-27 22:50:57,789 - INFO - Process 0 epoch[4][1000/1885] time 0.723 (0.746) data 0.000 (0.029) loss 2.1104 (2.2547) rank loss 1.6767 (1.8387) offs loss 0.4337 (0.415964) lr 0.00006040
2021-03-27 22:52:09,481 - INFO - Process 0 epoch[4][1100/1885] time 0.727 (0.743) data 0.000 (0.026) loss 2.1549 (2.2519) rank loss 1.8044 (1.8383) offs loss 0.3505 (0.413576) lr 0.00006040
2021-03-27 22:53:20,798 - INFO - Process 0 epoch[4][1200/1885] time 0.716 (0.741) data 0.000 (0.024) loss 2.1342 (2.2446) rank loss 1.7478 (1.8328) offs loss 0.3865 (0.411727) lr 0.00006040
2021-03-27 22:54:32,575 - INFO - Process 0 epoch[4][1300/1885] time 0.721 (0.739) data 0.000 (0.022) loss 2.1032 (2.2391) rank loss 1.6116 (1.8289) offs loss 0.4916 (0.410182) lr 0.00006040
2021-03-27 22:55:44,087 - INFO - Process 0 epoch[4][1400/1885] time 0.708 (0.737) data 0.000 (0.021) loss 2.2305 (2.2365) rank loss 1.7544 (1.8275) offs loss 0.4761 (0.409035) lr 0.00006040
2021-03-27 22:56:55,816 - INFO - Process 0 epoch[4][1500/1885] time 0.721 (0.736) data 0.000 (0.019) loss 1.9348 (2.2307) rank loss 1.5350 (1.8228) offs loss 0.3998 (0.407903) lr 0.00006040
2021-03-27 22:58:07,681 - INFO - Process 0 epoch[4][1600/1885] time 0.709 (0.735) data 0.000 (0.018) loss 2.2330 (2.2263) rank loss 1.7842 (1.8195) offs loss 0.4488 (0.406740) lr 0.00006040
2021-03-27 22:59:19,989 - INFO - Process 0 epoch[4][1700/1885] time 0.721 (0.734) data 0.000 (0.017) loss 2.3103 (2.2214) rank loss 1.9258 (1.8159) offs loss 0.3845 (0.405452) lr 0.00006040
2021-03-27 23:00:31,565 - INFO - Process 0 epoch[4][1800/1885] time 0.720 (0.733) data 0.000 (0.016) loss 2.0756 (2.2156) rank loss 1.6471 (1.8120) offs loss 0.4285 (0.403657) lr 0.00006040
2021-03-27 23:01:36,799 - INFO - saving model to 5
2021-03-27 23:01:37,830 - INFO - evaluating...
2021-03-27 23:02:09,413 - INFO - Process 0 epoch[4][100/170] time 0.209 (0.316) data 0.000 (0.102) loss 2.3765 (2.5238) rank loss 1.9908 (2.0678) offs loss 0.3856 (0.455948) lr 0.00008020
2021-03-27 23:02:25,165 - INFO - train...
2021-03-27 23:04:05,157 - INFO - Process 0 epoch[5][100/1885] time 0.740 (1.000) data 0.000 (0.278) loss 1.7746 (2.0430) rank loss 1.4393 (1.6633) offs loss 0.3353 (0.379650) lr 0.00008020
2021-03-27 23:05:17,445 - INFO - Process 0 epoch[5][200/1885] time 0.737 (0.861) data 0.000 (0.139) loss 2.1592 (2.0642) rank loss 1.7838 (1.6829) offs loss 0.3754 (0.381346) lr 0.00008020
2021-03-27 23:06:29,478 - INFO - Process 0 epoch[5][300/1885] time 0.731 (0.814) data 0.000 (0.093) loss 1.8313 (2.0511) rank loss 1.4080 (1.6724) offs loss 0.4233 (0.378681) lr 0.00008020
2021-03-27 23:07:41,364 - INFO - Process 0 epoch[5][400/1885] time 0.706 (0.790) data 0.000 (0.070) loss 1.9469 (2.0635) rank loss 1.5833 (1.6832) offs loss 0.3636 (0.380300) lr 0.00008020
2021-03-27 23:08:53,360 - INFO - Process 0 epoch[5][500/1885] time 0.702 (0.776) data 0.000 (0.056) loss 2.5174 (2.0702) rank loss 2.0911 (1.6872) offs loss 0.4263 (0.383053) lr 0.00008020
2021-03-27 23:10:05,075 - INFO - Process 0 epoch[5][600/1885] time 0.715 (0.767) data 0.000 (0.046) loss 1.9370 (2.0708) rank loss 1.5989 (1.6871) offs loss 0.3381 (0.383699) lr 0.00008020
2021-03-27 23:11:17,002 - INFO - Process 0 epoch[5][700/1885] time 0.734 (0.760) data 0.000 (0.040) loss 2.2250 (2.0692) rank loss 1.8742 (1.6870) offs loss 0.3509 (0.382198) lr 0.00008020
2021-03-27 23:12:28,646 - INFO - Process 0 epoch[5][800/1885] time 0.722 (0.754) data 0.000 (0.035) loss 2.0528 (2.0643) rank loss 1.6447 (1.6830) offs loss 0.4081 (0.381283) lr 0.00008020
2021-03-27 23:13:40,576 - INFO - Process 0 epoch[5][900/1885] time 0.717 (0.750) data 0.000 (0.031) loss 2.1505 (2.0640) rank loss 1.7573 (1.6843) offs loss 0.3932 (0.379630) lr 0.00008020
2021-03-27 23:14:52,428 - INFO - Process 0 epoch[5][1000/1885] time 0.732 (0.747) data 0.000 (0.028) loss 2.1435 (2.0628) rank loss 1.8002 (1.6825) offs loss 0.3433 (0.380284) lr 0.00008020
2021-03-27 23:16:04,044 - INFO - Process 0 epoch[5][1100/1885] time 0.716 (0.744) data 0.000 (0.025) loss 2.3084 (2.0586) rank loss 1.9908 (1.6800) offs loss 0.3176 (0.378578) lr 0.00008020
2021-03-27 23:17:15,472 - INFO - Process 0 epoch[5][1200/1885] time 0.713 (0.742) data 0.000 (0.023) loss 2.0751 (2.0552) rank loss 1.7695 (1.6783) offs loss 0.3055 (0.376866) lr 0.00008020
2021-03-27 23:18:26,987 - INFO - Process 0 epoch[5][1300/1885] time 0.713 (0.740) data 0.000 (0.021) loss 2.0693 (2.0530) rank loss 1.7636 (1.6779) offs loss 0.3057 (0.375105) lr 0.00008020
2021-03-27 23:19:38,621 - INFO - Process 0 epoch[5][1400/1885] time 0.705 (0.738) data 0.000 (0.020) loss 1.9144 (2.0497) rank loss 1.5767 (1.6755) offs loss 0.3377 (0.374177) lr 0.00008020
2021-03-27 23:20:50,448 - INFO - Process 0 epoch[5][1500/1885] time 0.718 (0.737) data 0.000 (0.019) loss 2.0437 (2.0448) rank loss 1.7476 (1.6715) offs loss 0.2960 (0.373242) lr 0.00008020
2021-03-27 23:22:02,176 - INFO - Process 0 epoch[5][1600/1885] time 0.726 (0.736) data 0.000 (0.017) loss 1.7768 (2.0400) rank loss 1.4676 (1.6682) offs loss 0.3092 (0.371851) lr 0.00008020
2021-03-27 23:23:13,867 - INFO - Process 0 epoch[5][1700/1885] time 0.723 (0.735) data 0.000 (0.016) loss 2.1797 (2.0382) rank loss 1.6611 (1.6672) offs loss 0.5187 (0.371090) lr 0.00008020
2021-03-27 23:24:25,670 - INFO - Process 0 epoch[5][1800/1885] time 0.735 (0.734) data 0.000 (0.016) loss 2.1010 (2.0343) rank loss 1.7546 (1.6645) offs loss 0.3464 (0.369825) lr 0.00008020
2021-03-27 23:25:30,003 - INFO - evaluating...
2021-03-27 23:26:02,382 - INFO - Process 0 epoch[5][100/170] time 0.241 (0.324) data 0.000 (0.105) loss 2.5110 (2.5092) rank loss 2.0611 (2.0538) offs loss 0.4498 (0.455376) lr 0.00010000
2021-03-27 23:26:18,394 - INFO - train...
2021-03-27 23:27:57,774 - INFO - Process 0 epoch[6][100/1885] time 0.739 (0.994) data 0.000 (0.281) loss 2.0749 (1.9320) rank loss 1.6527 (1.5706) offs loss 0.4222 (0.361412) lr 0.00010000
2021-03-27 23:29:10,027 - INFO - Process 0 epoch[6][200/1885] time 0.721 (0.858) data 0.000 (0.141) loss 2.2724 (1.9374) rank loss 1.9128 (1.5749) offs loss 0.3596 (0.362447) lr 0.00010000
2021-03-27 23:30:21,756 - INFO - Process 0 epoch[6][300/1885] time 0.716 (0.811) data 0.000 (0.094) loss 2.0014 (1.9442) rank loss 1.6509 (1.5831) offs loss 0.3505 (0.361120) lr 0.00010000
2021-03-27 23:31:33,344 - INFO - Process 0 epoch[6][400/1885] time 0.710 (0.787) data 0.000 (0.070) loss 1.5424 (1.9418) rank loss 1.2755 (1.5834) offs loss 0.2669 (0.358335) lr 0.00010000
2021-03-27 23:32:45,046 - INFO - Process 0 epoch[6][500/1885] time 0.707 (0.773) data 0.000 (0.056) loss 1.8730 (1.9389) rank loss 1.4743 (1.5807) offs loss 0.3987 (0.358272) lr 0.00010000
2021-03-27 23:33:56,894 - INFO - Process 0 epoch[6][600/1885] time 0.721 (0.764) data 0.001 (0.047) loss 2.2650 (1.9430) rank loss 1.8185 (1.5856) offs loss 0.4465 (0.357398) lr 0.00010000
2021-03-27 23:35:08,947 - INFO - Process 0 epoch[6][700/1885] time 0.722 (0.758) data 0.000 (0.040) loss 2.3482 (1.9390) rank loss 1.9906 (1.5810) offs loss 0.3575 (0.357941) lr 0.00010000
2021-03-27 23:36:20,733 - INFO - Process 0 epoch[6][800/1885] time 0.710 (0.753) data 0.000 (0.035) loss 1.7555 (1.9337) rank loss 1.4226 (1.5770) offs loss 0.3329 (0.356739) lr 0.00010000
2021-03-27 23:37:32,703 - INFO - Process 0 epoch[6][900/1885] time 0.717 (0.749) data 0.000 (0.031) loss 1.7275 (1.9337) rank loss 1.3835 (1.5779) offs loss 0.3440 (0.355817) lr 0.00010000
2021-03-27 23:38:44,944 - INFO - Process 0 epoch[6][1000/1885] time 0.718 (0.747) data 0.000 (0.028) loss 1.7878 (1.9361) rank loss 1.4964 (1.5799) offs loss 0.2913 (0.356244) lr 0.00010000
2021-03-27 23:39:56,828 - INFO - Process 0 epoch[6][1100/1885] time 0.702 (0.744) data 0.000 (0.026) loss 1.6144 (1.9334) rank loss 1.2961 (1.5781) offs loss 0.3183 (0.355284) lr 0.00010000
2021-03-27 23:41:08,619 - INFO - Process 0 epoch[6][1200/1885] time 0.723 (0.742) data 0.000 (0.024) loss 1.9982 (1.9300) rank loss 1.6503 (1.5759) offs loss 0.3479 (0.354107) lr 0.00010000
2021-03-27 23:42:20,282 - INFO - Process 0 epoch[6][1300/1885] time 0.721 (0.740) data 0.000 (0.022) loss 1.7689 (1.9268) rank loss 1.3610 (1.5736) offs loss 0.4079 (0.353230) lr 0.00010000
2021-03-27 23:43:32,006 - INFO - Process 0 epoch[6][1400/1885] time 0.695 (0.738) data 0.000 (0.020) loss 1.7817 (1.9213) rank loss 1.4531 (1.5691) offs loss 0.3286 (0.352157) lr 0.00010000
2021-03-27 23:44:43,373 - INFO - Process 0 epoch[6][1500/1885] time 0.715 (0.737) data 0.000 (0.019) loss 1.9035 (1.9178) rank loss 1.5268 (1.5658) offs loss 0.3767 (0.352029) lr 0.00010000
2021-03-27 23:45:54,857 - INFO - Process 0 epoch[6][1600/1885] time 0.704 (0.735) data 0.000 (0.018) loss 1.8093 (1.9147) rank loss 1.5020 (1.5632) offs loss 0.3073 (0.351502) lr 0.00010000
2021-03-27 23:47:06,413 - INFO - Process 0 epoch[6][1700/1885] time 0.710 (0.734) data 0.000 (0.017) loss 1.5722 (1.9113) rank loss 1.2924 (1.5612) offs loss 0.2798 (0.350118) lr 0.00010000
2021-03-27 23:48:18,284 - INFO - Process 0 epoch[6][1800/1885] time 0.700 (0.733) data 0.000 (0.016) loss 2.0991 (1.9073) rank loss 1.6987 (1.5580) offs loss 0.4004 (0.349316) lr 0.00010000
2021-03-27 23:49:22,313 - INFO - evaluating...
2021-03-27 23:49:55,162 - INFO - Process 0 epoch[6][100/170] time 0.231 (0.328) data 0.000 (0.116) loss 2.5386 (2.4668) rank loss 2.0060 (2.0028) offs loss 0.5327 (0.464064) lr 0.00010000
2021-03-27 23:50:10,901 - INFO - train...
2021-03-27 23:51:50,573 - INFO - Process 0 epoch[7][100/1885] time 0.727 (0.997) data 0.000 (0.292) loss 1.7545 (1.7159) rank loss 1.3390 (1.3880) offs loss 0.4155 (0.327909) lr 0.00010000
2021-03-27 23:53:02,488 - INFO - Process 0 epoch[7][200/1885] time 0.714 (0.858) data 0.000 (0.146) loss 1.9305 (1.7346) rank loss 1.6320 (1.4072) offs loss 0.2986 (0.327443) lr 0.00010000
2021-03-27 23:54:14,318 - INFO - Process 0 epoch[7][300/1885] time 0.729 (0.811) data 0.000 (0.097) loss 1.7152 (1.7269) rank loss 1.3959 (1.4026) offs loss 0.3193 (0.324329) lr 0.00010000
2021-03-27 23:55:26,163 - INFO - Process 0 epoch[7][400/1885] time 0.708 (0.788) data 0.000 (0.073) loss 1.5981 (1.7268) rank loss 1.3863 (1.4064) offs loss 0.2118 (0.320322) lr 0.00010000
2021-03-27 23:56:37,945 - INFO - Process 0 epoch[7][500/1885] time 0.702 (0.774) data 0.000 (0.058) loss 2.1450 (1.7288) rank loss 1.7554 (1.4075) offs loss 0.3896 (0.321289) lr 0.00010000
2021-03-27 23:57:50,514 - INFO - Process 0 epoch[7][600/1885] time 0.717 (0.766) data 0.000 (0.049) loss 1.4831 (1.7356) rank loss 1.2060 (1.4125) offs loss 0.2771 (0.323121) lr 0.00010000
2021-03-27 23:59:02,038 - INFO - Process 0 epoch[7][700/1885] time 0.721 (0.759) data 0.000 (0.042) loss 1.3431 (1.7322) rank loss 1.0806 (1.4104) offs loss 0.2625 (0.321807) lr 0.00010000
2021-03-28 00:00:13,567 - INFO - Process 0 epoch[7][800/1885] time 0.719 (0.753) data 0.000 (0.037) loss 1.6503 (1.7340) rank loss 1.3300 (1.4134) offs loss 0.3204 (0.320640) lr 0.00010000
2021-03-28 00:01:25,175 - INFO - Process 0 epoch[7][900/1885] time 0.720 (0.749) data 0.000 (0.033) loss 1.6128 (1.7373) rank loss 1.3115 (1.4170) offs loss 0.3014 (0.320395) lr 0.00010000
2021-03-28 00:02:36,829 - INFO - Process 0 epoch[7][1000/1885] time 0.729 (0.746) data 0.000 (0.029) loss 1.9018 (1.7362) rank loss 1.6196 (1.4160) offs loss 0.2822 (0.320168) lr 0.00010000
2021-03-28 00:03:48,321 - INFO - Process 0 epoch[7][1100/1885] time 0.707 (0.743) data 0.000 (0.027) loss 1.7411 (1.7354) rank loss 1.4133 (1.4147) offs loss 0.3278 (0.320705) lr 0.00010000
2021-03-28 00:05:00,029 - INFO - Process 0 epoch[7][1200/1885] time 0.719 (0.741) data 0.000 (0.024) loss 1.5802 (1.7347) rank loss 1.3275 (1.4145) offs loss 0.2527 (0.320121) lr 0.00010000
2021-03-28 00:06:11,691 - INFO - Process 0 epoch[7][1300/1885] time 0.716 (0.739) data 0.000 (0.023) loss 1.4193 (1.7338) rank loss 1.1135 (1.4137) offs loss 0.3058 (0.320087) lr 0.00010000
2021-03-28 00:07:23,455 - INFO - Process 0 epoch[7][1400/1885] time 0.725 (0.738) data 0.000 (0.021) loss 1.8771 (1.7327) rank loss 1.5075 (1.4128) offs loss 0.3696 (0.319955) lr 0.00010000
2021-03-28 00:08:35,193 - INFO - Process 0 epoch[7][1500/1885] time 0.714 (0.736) data 0.000 (0.020) loss 1.7488 (1.7317) rank loss 1.4722 (1.4122) offs loss 0.2766 (0.319513) lr 0.00010000
2021-03-28 00:09:46,891 - INFO - Process 0 epoch[7][1600/1885] time 0.707 (0.735) data 0.000 (0.018) loss 1.8582 (1.7315) rank loss 1.4269 (1.4120) offs loss 0.4313 (0.319464) lr 0.00010000
2021-03-28 00:10:58,642 - INFO - Process 0 epoch[7][1700/1885] time 0.710 (0.734) data 0.000 (0.017) loss 1.7919 (1.7316) rank loss 1.5442 (1.4125) offs loss 0.2477 (0.319168) lr 0.00010000
2021-03-28 00:12:10,451 - INFO - Process 0 epoch[7][1800/1885] time 0.710 (0.733) data 0.000 (0.016) loss 1.7712 (1.7296) rank loss 1.3598 (1.4113) offs loss 0.4114 (0.318289) lr 0.00010000
2021-03-28 00:13:15,117 - INFO - evaluating...
2021-03-28 00:13:47,110 - INFO - Process 0 epoch[7][100/170] time 0.204 (0.320) data 0.000 (0.106) loss 3.3245 (2.5137) rank loss 2.6743 (2.0451) offs loss 0.6502 (0.468591) lr 0.00009989
2021-03-28 00:14:02,860 - INFO - train...
2021-03-28 00:15:41,173 - INFO - Process 0 epoch[8][100/1885] time 0.727 (0.983) data 0.000 (0.275) loss 1.6370 (1.6123) rank loss 1.3313 (1.3182) offs loss 0.3057 (0.294016) lr 0.00009989
2021-03-28 00:16:53,160 - INFO - Process 0 epoch[8][200/1885] time 0.711 (0.851) data 0.000 (0.138) loss 1.4958 (1.5860) rank loss 1.1898 (1.2928) offs loss 0.3060 (0.293206) lr 0.00009989
2021-03-28 00:18:04,856 - INFO - Process 0 epoch[8][300/1885] time 0.720 (0.807) data 0.000 (0.092) loss 1.5804 (1.5915) rank loss 1.3405 (1.2976) offs loss 0.2399 (0.293907) lr 0.00009989
2021-03-28 00:19:16,368 - INFO - Process 0 epoch[8][400/1885] time 0.724 (0.784) data 0.000 (0.069) loss 1.2470 (1.5896) rank loss 1.0646 (1.2981) offs loss 0.1824 (0.291555) lr 0.00009989
2021-03-28 00:20:28,130 - INFO - Process 0 epoch[8][500/1885] time 0.716 (0.771) data 0.000 (0.055) loss 1.4035 (1.5922) rank loss 1.1783 (1.2999) offs loss 0.2252 (0.292293) lr 0.00009989
2021-03-28 00:21:39,575 - INFO - Process 0 epoch[8][600/1885] time 0.723 (0.761) data 0.000 (0.046) loss 1.5520 (1.5930) rank loss 1.2997 (1.3000) offs loss 0.2522 (0.292991) lr 0.00009989
2021-03-28 00:22:51,092 - INFO - Process 0 epoch[8][700/1885] time 0.710 (0.755) data 0.000 (0.039) loss 1.9141 (1.5958) rank loss 1.6720 (1.3038) offs loss 0.2421 (0.291939) lr 0.00009989
2021-03-28 00:24:02,877 - INFO - Process 0 epoch[8][800/1885] time 0.695 (0.750) data 0.000 (0.035) loss 1.4633 (1.5984) rank loss 1.1121 (1.3058) offs loss 0.3512 (0.292570) lr 0.00009989
2021-03-28 00:25:14,654 - INFO - Process 0 epoch[8][900/1885] time 0.711 (0.746) data 0.000 (0.031) loss 1.4860 (1.6005) rank loss 1.1410 (1.3081) offs loss 0.3450 (0.292376) lr 0.00009989
2021-03-28 00:26:27,261 - INFO - Process 0 epoch[8][1000/1885] time 0.733 (0.744) data 0.000 (0.028) loss 1.3742 (1.5984) rank loss 1.0975 (1.3063) offs loss 0.2767 (0.292115) lr 0.00009989
2021-03-28 00:27:39,094 - INFO - Process 0 epoch[8][1100/1885] time 0.719 (0.742) data 0.000 (0.025) loss 1.4573 (1.5941) rank loss 1.1949 (1.3024) offs loss 0.2625 (0.291734) lr 0.00009989
2021-03-28 00:28:51,050 - INFO - Process 0 epoch[8][1200/1885] time 0.708 (0.740) data 0.000 (0.023) loss 1.7950 (1.5955) rank loss 1.4484 (1.3043) offs loss 0.3466 (0.291256) lr 0.00009989
2021-03-28 00:30:02,860 - INFO - Process 0 epoch[8][1300/1885] time 0.720 (0.738) data 0.000 (0.021) loss 1.5148 (1.5947) rank loss 1.2881 (1.3038) offs loss 0.2266 (0.290860) lr 0.00009989
2021-03-28 00:31:14,917 - INFO - Process 0 epoch[8][1400/1885] time 0.728 (0.737) data 0.000 (0.020) loss 1.1921 (1.5965) rank loss 0.8668 (1.3058) offs loss 0.3253 (0.290746) lr 0.00009989
2021-03-28 00:32:27,129 - INFO - Process 0 epoch[8][1500/1885] time 0.713 (0.736) data 0.000 (0.018) loss 1.9129 (1.5957) rank loss 1.5806 (1.3053) offs loss 0.3323 (0.290337) lr 0.00009989
2021-03-28 00:33:38,761 - INFO - Process 0 epoch[8][1600/1885] time 0.700 (0.735) data 0.000 (0.017) loss 1.2942 (1.5919) rank loss 0.9825 (1.3021) offs loss 0.3117 (0.289770) lr 0.00009989
2021-03-28 00:34:50,575 - INFO - Process 0 epoch[8][1700/1885] time 0.724 (0.734) data 0.000 (0.016) loss 1.2946 (1.5932) rank loss 1.0481 (1.3034) offs loss 0.2465 (0.289786) lr 0.00009989
2021-03-28 00:36:02,484 - INFO - Process 0 epoch[8][1800/1885] time 0.709 (0.733) data 0.000 (0.015) loss 1.3799 (1.5935) rank loss 1.1327 (1.3038) offs loss 0.2472 (0.289690) lr 0.00009989
2021-03-28 00:37:07,037 - INFO - evaluating...
2021-03-28 00:37:39,515 - INFO - Process 0 epoch[8][100/170] time 0.218 (0.325) data 0.000 (0.102) loss 2.4147 (2.4684) rank loss 1.9542 (2.0161) offs loss 0.4605 (0.452350) lr 0.00009975
2021-03-28 00:37:55,537 - INFO - train...
2021-03-28 00:39:34,485 - INFO - Process 0 epoch[9][100/1885] time 0.739 (0.989) data 0.000 (0.278) loss 1.4201 (1.4762) rank loss 1.1882 (1.2101) offs loss 0.2318 (0.266115) lr 0.00009975
2021-03-28 00:40:46,737 - INFO - Process 0 epoch[9][200/1885] time 0.725 (0.856) data 0.000 (0.139) loss 1.7527 (1.4748) rank loss 1.4784 (1.2057) offs loss 0.2743 (0.269078) lr 0.00009975
2021-03-28 00:41:58,803 - INFO - Process 0 epoch[9][300/1885] time 0.732 (0.811) data 0.000 (0.093) loss 1.5850 (1.4728) rank loss 1.2984 (1.2054) offs loss 0.2866 (0.267383) lr 0.00009975
2021-03-28 00:43:10,379 - INFO - Process 0 epoch[9][400/1885] time 0.712 (0.787) data 0.000 (0.070) loss 1.5392 (1.4668) rank loss 1.1979 (1.1997) offs loss 0.3413 (0.267088) lr 0.00009975
2021-03-28 00:44:22,513 - INFO - Process 0 epoch[9][500/1885] time 0.710 (0.774) data 0.000 (0.056) loss 1.5389 (1.4736) rank loss 1.2864 (1.2047) offs loss 0.2524 (0.268886) lr 0.00009975
2021-03-28 00:45:34,412 - INFO - Process 0 epoch[9][600/1885] time 0.713 (0.765) data 0.000 (0.046) loss 1.6163 (1.4787) rank loss 1.3934 (1.2106) offs loss 0.2228 (0.268036) lr 0.00009975
2021-03-28 00:46:46,473 - INFO - Process 0 epoch[9][700/1885] time 0.725 (0.758) data 0.000 (0.040) loss 1.4849 (1.4844) rank loss 1.2327 (1.2147) offs loss 0.2522 (0.269668) lr 0.00009975
2021-03-28 00:47:58,239 - INFO - Process 0 epoch[9][800/1885] time 0.707 (0.753) data 0.000 (0.035) loss 1.1281 (1.4839) rank loss 0.9169 (1.2144) offs loss 0.2113 (0.269489) lr 0.00009975
2021-03-28 00:49:10,000 - INFO - Process 0 epoch[9][900/1885] time 0.719 (0.749) data 0.000 (0.031) loss 1.4356 (1.4862) rank loss 1.2068 (1.2171) offs loss 0.2288 (0.269146) lr 0.00009975
2021-03-28 00:50:21,809 - INFO - Process 0 epoch[9][1000/1885] time 0.725 (0.746) data 0.000 (0.028) loss 1.8970 (1.4875) rank loss 1.6471 (1.2177) offs loss 0.2499 (0.269753) lr 0.00009975
2021-03-28 00:51:33,678 - INFO - Process 0 epoch[9][1100/1885] time 0.720 (0.744) data 0.000 (0.025) loss 1.1526 (1.4868) rank loss 0.9622 (1.2169) offs loss 0.1904 (0.269845) lr 0.00009975
2021-03-28 00:52:45,476 - INFO - Process 0 epoch[9][1200/1885] time 0.723 (0.742) data 0.000 (0.023) loss 1.7903 (1.4859) rank loss 1.5344 (1.2159) offs loss 0.2559 (0.269993) lr 0.00009975
2021-03-28 00:53:57,371 - INFO - Process 0 epoch[9][1300/1885] time 0.706 (0.740) data 0.000 (0.021) loss 1.6859 (1.4865) rank loss 1.3388 (1.2163) offs loss 0.3471 (0.270221) lr 0.00009975
2021-03-28 00:55:09,341 - INFO - Process 0 epoch[9][1400/1885] time 0.714 (0.738) data 0.000 (0.020) loss 1.5171 (1.4888) rank loss 1.2505 (1.2183) offs loss 0.2667 (0.270437) lr 0.00009975
2021-03-28 00:56:21,318 - INFO - Process 0 epoch[9][1500/1885] time 0.725 (0.737) data 0.000 (0.019) loss 1.4734 (1.4875) rank loss 1.1803 (1.2170) offs loss 0.2931 (0.270510) lr 0.00009975
2021-03-28 00:57:32,945 - INFO - Process 0 epoch[9][1600/1885] time 0.696 (0.736) data 0.000 (0.017) loss 1.6896 (1.4887) rank loss 1.3485 (1.2183) offs loss 0.3411 (0.270454) lr 0.00009975
2021-03-28 00:58:44,560 - INFO - Process 0 epoch[9][1700/1885] time 0.720 (0.735) data 0.000 (0.016) loss 1.6305 (1.4889) rank loss 1.2292 (1.2184) offs loss 0.4014 (0.270514) lr 0.00009975
2021-03-28 00:59:56,183 - INFO - Process 0 epoch[9][1800/1885] time 0.718 (0.734) data 0.000 (0.016) loss 1.9502 (1.4889) rank loss 1.6668 (1.2186) offs loss 0.2834 (0.270333) lr 0.00009975
2021-03-28 01:01:00,412 - INFO - saving model to 10
2021-03-28 01:01:01,433 - INFO - evaluating...
2021-03-28 01:01:33,232 - INFO - Process 0 epoch[9][100/170] time 0.214 (0.318) data 0.000 (0.102) loss 2.5180 (2.5333) rank loss 2.1714 (2.0801) offs loss 0.3467 (0.453143) lr 0.00009956
2021-03-28 01:01:49,161 - INFO - train...
2021-03-28 01:03:28,008 - INFO - Process 0 epoch[10][100/1885] time 0.732 (0.988) data 0.000 (0.279) loss 1.5313 (1.4143) rank loss 1.3031 (1.1555) offs loss 0.2281 (0.258819) lr 0.00009956
2021-03-28 01:04:40,248 - INFO - Process 0 epoch[10][200/1885] time 0.737 (0.855) data 0.000 (0.140) loss 1.2797 (1.3922) rank loss 1.0018 (1.1355) offs loss 0.2778 (0.256763) lr 0.00009956
2021-03-28 01:05:52,269 - INFO - Process 0 epoch[10][300/1885] time 0.717 (0.810) data 0.000 (0.093) loss 1.3535 (1.3892) rank loss 1.1321 (1.1337) offs loss 0.2214 (0.255457) lr 0.00009956
2021-03-28 01:07:04,471 - INFO - Process 0 epoch[10][400/1885] time 0.723 (0.788) data 0.000 (0.070) loss 1.3007 (1.3882) rank loss 1.1369 (1.1349) offs loss 0.1638 (0.253349) lr 0.00009956
2021-03-28 01:08:16,125 - INFO - Process 0 epoch[10][500/1885] time 0.720 (0.774) data 0.000 (0.056) loss 1.3493 (1.3869) rank loss 1.1630 (1.1349) offs loss 0.1864 (0.252062) lr 0.00009956
2021-03-28 01:09:28,044 - INFO - Process 0 epoch[10][600/1885] time 0.714 (0.765) data 0.000 (0.047) loss 1.4500 (1.3938) rank loss 1.1880 (1.1418) offs loss 0.2620 (0.252014) lr 0.00009956
2021-03-28 01:10:39,600 - INFO - Process 0 epoch[10][700/1885] time 0.698 (0.758) data 0.000 (0.040) loss 1.3373 (1.3956) rank loss 1.1228 (1.1433) offs loss 0.2145 (0.252318) lr 0.00009956
2021-03-28 01:11:51,114 - INFO - Process 0 epoch[10][800/1885] time 0.727 (0.752) data 0.000 (0.035) loss 1.3762 (1.4010) rank loss 1.1761 (1.1478) offs loss 0.2002 (0.253177) lr 0.00009956
2021-03-28 01:13:02,754 - INFO - Process 0 epoch[10][900/1885] time 0.737 (0.748) data 0.000 (0.031) loss 1.3294 (1.3981) rank loss 1.0867 (1.1450) offs loss 0.2428 (0.253125) lr 0.00009956
2021-03-28 01:14:14,305 - INFO - Process 0 epoch[10][1000/1885] time 0.733 (0.745) data 0.000 (0.028) loss 1.5638 (1.3958) rank loss 1.2152 (1.1430) offs loss 0.3486 (0.252772) lr 0.00009956
2021-03-28 01:15:25,903 - INFO - Process 0 epoch[10][1100/1885] time 0.717 (0.742) data 0.000 (0.026) loss 1.7756 (1.3944) rank loss 1.5864 (1.1420) offs loss 0.1892 (0.252340) lr 0.00009956
2021-03-28 01:16:37,567 - INFO - Process 0 epoch[10][1200/1885] time 0.723 (0.740) data 0.000 (0.023) loss 1.2488 (1.3945) rank loss 1.0474 (1.1420) offs loss 0.2014 (0.252473) lr 0.00009956
2021-03-28 01:17:48,975 - INFO - Process 0 epoch[10][1300/1885] time 0.721 (0.738) data 0.000 (0.022) loss 1.3932 (1.3931) rank loss 1.1705 (1.1409) offs loss 0.2227 (0.252212) lr 0.00009956
2021-03-28 01:19:00,362 - INFO - Process 0 epoch[10][1400/1885] time 0.712 (0.737) data 0.000 (0.020) loss 1.6840 (1.3940) rank loss 1.4621 (1.1415) offs loss 0.2220 (0.252481) lr 0.00009956
2021-03-28 01:20:11,929 - INFO - Process 0 epoch[10][1500/1885] time 0.707 (0.735) data 0.000 (0.019) loss 1.0119 (1.3956) rank loss 0.7894 (1.1430) offs loss 0.2224 (0.252587) lr 0.00009956
2021-03-28 01:21:23,398 - INFO - Process 0 epoch[10][1600/1885] time 0.727 (0.734) data 0.000 (0.018) loss 1.4818 (1.3947) rank loss 1.1380 (1.1421) offs loss 0.3438 (0.252624) lr 0.00009956
2021-03-28 01:22:35,097 - INFO - Process 0 epoch[10][1700/1885] time 0.722 (0.733) data 0.000 (0.017) loss 1.3587 (1.3945) rank loss 1.1215 (1.1420) offs loss 0.2372 (0.252496) lr 0.00009956
2021-03-28 01:23:46,874 - INFO - Process 0 epoch[10][1800/1885] time 0.718 (0.732) data 0.000 (0.016) loss 1.2362 (1.3944) rank loss 0.9964 (1.1417) offs loss 0.2398 (0.252723) lr 0.00009956
2021-03-28 01:24:51,711 - INFO - evaluating...
2021-03-28 01:25:24,843 - INFO - Process 0 epoch[10][100/170] time 0.213 (0.331) data 0.000 (0.109) loss 2.8288 (2.4917) rank loss 2.3567 (2.0643) offs loss 0.4721 (0.427369) lr 0.00009932
2021-03-28 01:25:40,752 - INFO - train...
2021-03-28 01:27:20,211 - INFO - Process 0 epoch[11][100/1885] time 0.720 (0.995) data 0.000 (0.279) loss 1.7611 (1.3243) rank loss 1.5155 (1.0874) offs loss 0.2456 (0.236883) lr 0.00009932
2021-03-28 01:28:32,423 - INFO - Process 0 epoch[11][200/1885] time 0.724 (0.858) data 0.000 (0.140) loss 1.4654 (1.3105) rank loss 1.2452 (1.0700) offs loss 0.2202 (0.240554) lr 0.00009932
2021-03-28 01:29:44,428 - INFO - Process 0 epoch[11][300/1885] time 0.736 (0.812) data 0.000 (0.093) loss 1.4518 (1.3066) rank loss 1.1716 (1.0690) offs loss 0.2802 (0.237540) lr 0.00009932
2021-03-28 01:30:56,365 - INFO - Process 0 epoch[11][400/1885] time 0.735 (0.789) data 0.000 (0.070) loss 1.3160 (1.3085) rank loss 1.1036 (1.0725) offs loss 0.2124 (0.236027) lr 0.00009932
2021-03-28 01:32:08,132 - INFO - Process 0 epoch[11][500/1885] time 0.710 (0.775) data 0.000 (0.056) loss 1.3459 (1.3115) rank loss 1.0996 (1.0750) offs loss 0.2463 (0.236497) lr 0.00009932
2021-03-28 01:33:20,071 - INFO - Process 0 epoch[11][600/1885] time 0.711 (0.766) data 0.000 (0.047) loss 1.2511 (1.3109) rank loss 1.0559 (1.0741) offs loss 0.1953 (0.236762) lr 0.00009932
2021-03-28 01:34:32,008 - INFO - Process 0 epoch[11][700/1885] time 0.704 (0.759) data 0.000 (0.040) loss 1.4751 (1.3063) rank loss 1.2702 (1.0709) offs loss 0.2049 (0.235444) lr 0.00009932
2021-03-28 01:35:43,615 - INFO - Process 0 epoch[11][800/1885] time 0.712 (0.754) data 0.000 (0.035) loss 1.1552 (1.3095) rank loss 0.9481 (1.0736) offs loss 0.2071 (0.235971) lr 0.00009932
2021-03-28 01:36:55,190 - INFO - Process 0 epoch[11][900/1885] time 0.708 (0.749) data 0.000 (0.031) loss 1.3865 (1.3120) rank loss 1.1562 (1.0748) offs loss 0.2303 (0.237160) lr 0.00009932
2021-03-28 01:38:07,006 - INFO - Process 0 epoch[11][1000/1885] time 0.699 (0.746) data 0.000 (0.028) loss 1.3051 (1.3169) rank loss 1.0543 (1.0795) offs loss 0.2507 (0.237384) lr 0.00009932
2021-03-28 01:39:18,782 - INFO - Process 0 epoch[11][1100/1885] time 0.722 (0.744) data 0.000 (0.026) loss 1.2288 (1.3201) rank loss 1.0197 (1.0825) offs loss 0.2091 (0.237667) lr 0.00009932
2021-03-28 01:40:30,531 - INFO - Process 0 epoch[11][1200/1885] time 0.713 (0.741) data 0.000 (0.023) loss 1.3485 (1.3190) rank loss 1.1536 (1.0812) offs loss 0.1949 (0.237735) lr 0.00009932
2021-03-28 01:41:42,426 - INFO - Process 0 epoch[11][1300/1885] time 0.726 (0.740) data 0.000 (0.022) loss 1.1939 (1.3194) rank loss 0.9569 (1.0813) offs loss 0.2370 (0.238069) lr 0.00009932
2021-03-28 01:42:54,515 - INFO - Process 0 epoch[11][1400/1885] time 0.722 (0.738) data 0.000 (0.020) loss 1.1006 (1.3212) rank loss 0.9287 (1.0827) offs loss 0.1718 (0.238521) lr 0.00009932
2021-03-28 01:44:06,579 - INFO - Process 0 epoch[11][1500/1885] time 0.721 (0.737) data 0.000 (0.019) loss 1.1044 (1.3207) rank loss 0.8834 (1.0822) offs loss 0.2211 (0.238493) lr 0.00009932
2021-03-28 01:45:18,279 - INFO - Process 0 epoch[11][1600/1885] time 0.696 (0.736) data 0.000 (0.018) loss 1.4424 (1.3219) rank loss 1.1966 (1.0832) offs loss 0.2458 (0.238698) lr 0.00009932
2021-03-28 01:46:29,839 - INFO - Process 0 epoch[11][1700/1885] time 0.706 (0.735) data 0.000 (0.017) loss 1.4190 (1.3210) rank loss 1.0992 (1.0823) offs loss 0.3198 (0.238699) lr 0.00009932
2021-03-28 01:47:41,677 - INFO - Process 0 epoch[11][1800/1885] time 0.709 (0.734) data 0.000 (0.016) loss 1.0606 (1.3204) rank loss 0.8750 (1.0816) offs loss 0.1856 (0.238764) lr 0.00009932
2021-03-28 01:48:46,246 - INFO - evaluating...
2021-03-28 01:49:19,118 - INFO - Process 0 epoch[11][100/170] time 0.236 (0.329) data 0.000 (0.107) loss 2.8002 (2.4569) rank loss 2.3226 (2.0275) offs loss 0.4776 (0.429362) lr 0.00009902
2021-03-28 01:49:34,923 - INFO - train...
2021-03-28 01:51:15,211 - INFO - Process 0 epoch[12][100/1885] time 0.719 (1.003) data 0.000 (0.294) loss 1.1109 (1.2261) rank loss 0.8357 (1.0015) offs loss 0.2752 (0.224661) lr 0.00009902
2021-03-28 01:52:27,346 - INFO - Process 0 epoch[12][200/1885] time 0.727 (0.862) data 0.000 (0.147) loss 1.2059 (1.2356) rank loss 0.9743 (1.0113) offs loss 0.2316 (0.224349) lr 0.00009902
2021-03-28 01:53:40,143 - INFO - Process 0 epoch[12][300/1885] time 0.727 (0.817) data 0.000 (0.098) loss 1.3729 (1.2428) rank loss 1.1868 (1.0156) offs loss 0.1862 (0.227200) lr 0.00009902
2021-03-28 01:54:51,830 - INFO - Process 0 epoch[12][400/1885] time 0.730 (0.792) data 0.000 (0.074) loss 1.4145 (1.2452) rank loss 1.2240 (1.0171) offs loss 0.1905 (0.228077) lr 0.00009902
2021-03-28 01:56:03,630 - INFO - Process 0 epoch[12][500/1885] time 0.721 (0.777) data 0.000 (0.059) loss 1.0861 (1.2482) rank loss 0.8871 (1.0201) offs loss 0.1991 (0.228068) lr 0.00009902
2021-03-28 01:57:15,460 - INFO - Process 0 epoch[12][600/1885] time 0.710 (0.768) data 0.000 (0.049) loss 1.3110 (1.2523) rank loss 1.0549 (1.0240) offs loss 0.2561 (0.228339) lr 0.00009902
2021-03-28 01:58:27,374 - INFO - Process 0 epoch[12][700/1885] time 0.709 (0.761) data 0.000 (0.042) loss 1.1450 (1.2571) rank loss 0.9153 (1.0280) offs loss 0.2297 (0.229090) lr 0.00009902
2021-03-28 01:59:39,214 - INFO - Process 0 epoch[12][800/1885] time 0.718 (0.755) data 0.000 (0.037) loss 1.1842 (1.2582) rank loss 1.0392 (1.0293) offs loss 0.1450 (0.228966) lr 0.00009902
2021-03-28 02:00:51,008 - INFO - Process 0 epoch[12][900/1885] time 0.721 (0.751) data 0.000 (0.033) loss 1.0880 (1.2585) rank loss 0.8962 (1.0299) offs loss 0.1919 (0.228605) lr 0.00009902
2021-03-28 02:02:02,747 - INFO - Process 0 epoch[12][1000/1885] time 0.719 (0.748) data 0.000 (0.030) loss 1.1586 (1.2644) rank loss 0.9115 (1.0357) offs loss 0.2471 (0.228743) lr 0.00009902
2021-03-28 02:03:14,512 - INFO - Process 0 epoch[12][1100/1885] time 0.720 (0.745) data 0.000 (0.027) loss 1.3085 (1.2621) rank loss 1.0583 (1.0340) offs loss 0.2502 (0.228072) lr 0.00009902
2021-03-28 02:04:26,421 - INFO - Process 0 epoch[12][1200/1885] time 0.711 (0.743) data 0.000 (0.025) loss 1.1173 (1.2631) rank loss 0.9508 (1.0353) offs loss 0.1665 (0.227858) lr 0.00009902
2021-03-28 02:05:38,228 - INFO - Process 0 epoch[12][1300/1885] time 0.709 (0.741) data 0.000 (0.023) loss 1.1440 (1.2640) rank loss 0.9180 (1.0350) offs loss 0.2260 (0.228980) lr 0.00009902
2021-03-28 02:06:49,890 - INFO - Process 0 epoch[12][1400/1885] time 0.722 (0.739) data 0.000 (0.021) loss 1.3238 (1.2630) rank loss 1.1426 (1.0343) offs loss 0.1812 (0.228698) lr 0.00009902
2021-03-28 02:08:01,338 - INFO - Process 0 epoch[12][1500/1885] time 0.732 (0.738) data 0.000 (0.020) loss 1.2569 (1.2633) rank loss 1.0607 (1.0347) offs loss 0.1962 (0.228601) lr 0.00009902
2021-03-28 02:09:12,833 - INFO - Process 0 epoch[12][1600/1885] time 0.718 (0.736) data 0.000 (0.018) loss 1.1421 (1.2626) rank loss 0.9014 (1.0341) offs loss 0.2407 (0.228539) lr 0.00009902
2021-03-28 02:10:24,287 - INFO - Process 0 epoch[12][1700/1885] time 0.705 (0.735) data 0.000 (0.017) loss 1.4782 (1.2643) rank loss 1.2433 (1.0359) offs loss 0.2348 (0.228417) lr 0.00009902
2021-03-28 02:11:36,017 - INFO - Process 0 epoch[12][1800/1885] time 0.705 (0.734) data 0.000 (0.016) loss 1.0921 (1.2640) rank loss 0.8969 (1.0359) offs loss 0.1951 (0.228090) lr 0.00009902
2021-03-28 02:12:39,740 - INFO - evaluating...
2021-03-28 02:13:13,629 - INFO - Process 0 epoch[12][100/170] time 0.226 (0.339) data 0.000 (0.121) loss 2.9056 (2.5271) rank loss 2.3731 (2.0886) offs loss 0.5325 (0.438544) lr 0.00009867
2021-03-28 02:13:29,343 - INFO - train...
2021-03-28 02:15:08,356 - INFO - Process 0 epoch[13][100/1885] time 0.724 (0.990) data 0.000 (0.280) loss 1.3529 (1.1814) rank loss 1.1648 (0.9645) offs loss 0.1882 (0.216835) lr 0.00009867
2021-03-28 02:16:20,645 - INFO - Process 0 epoch[13][200/1885] time 0.722 (0.857) data 0.000 (0.140) loss 0.8593 (1.1676) rank loss 0.6631 (0.9524) offs loss 0.1963 (0.215156) lr 0.00009867
2021-03-28 02:17:32,637 - INFO - Process 0 epoch[13][300/1885] time 0.719 (0.811) data 0.000 (0.093) loss 1.0578 (1.1735) rank loss 0.9339 (0.9580) offs loss 0.1239 (0.215508) lr 0.00009867
2021-03-28 02:18:44,653 - INFO - Process 0 epoch[13][400/1885] time 0.707 (0.788) data 0.000 (0.070) loss 1.0391 (1.1792) rank loss 0.8315 (0.9624) offs loss 0.2076 (0.216770) lr 0.00009867
2021-03-28 02:19:56,312 - INFO - Process 0 epoch[13][500/1885] time 0.713 (0.774) data 0.000 (0.056) loss 1.1427 (1.1863) rank loss 0.9268 (0.9686) offs loss 0.2159 (0.217684) lr 0.00009867
2021-03-28 02:21:08,315 - INFO - Process 0 epoch[13][600/1885] time 0.722 (0.765) data 0.000 (0.047) loss 0.8657 (1.1871) rank loss 0.6619 (0.9686) offs loss 0.2038 (0.218461) lr 0.00009867
2021-03-28 02:22:20,799 - INFO - Process 0 epoch[13][700/1885] time 0.725 (0.759) data 0.000 (0.040) loss 1.2343 (1.1883) rank loss 1.0117 (0.9705) offs loss 0.2226 (0.217801) lr 0.00009867
2021-03-28 02:23:32,629 - INFO - Process 0 epoch[13][800/1885] time 0.713 (0.754) data 0.000 (0.035) loss 1.3375 (1.1922) rank loss 1.1193 (0.9735) offs loss 0.2182 (0.218675) lr 0.00009867
2021-03-28 02:24:44,342 - INFO - Process 0 epoch[13][900/1885] time 0.708 (0.750) data 0.000 (0.031) loss 1.6279 (1.1937) rank loss 1.4350 (0.9754) offs loss 0.1930 (0.218311) lr 0.00009867
2021-03-28 02:25:56,106 - INFO - Process 0 epoch[13][1000/1885] time 0.710 (0.747) data 0.000 (0.028) loss 1.1163 (1.1927) rank loss 0.9383 (0.9745) offs loss 0.1780 (0.218193) lr 0.00009867
2021-03-28 02:27:07,913 - INFO - Process 0 epoch[13][1100/1885] time 0.715 (0.744) data 0.000 (0.026) loss 1.0312 (1.1962) rank loss 0.8204 (0.9775) offs loss 0.2108 (0.218713) lr 0.00009867
2021-03-28 02:28:19,825 - INFO - Process 0 epoch[13][1200/1885] time 0.728 (0.742) data 0.000 (0.023) loss 1.1983 (1.1969) rank loss 1.0310 (0.9781) offs loss 0.1672 (0.218797) lr 0.00009867
2021-03-28 02:29:31,464 - INFO - Process 0 epoch[13][1300/1885] time 0.722 (0.740) data 0.000 (0.022) loss 1.3530 (1.1982) rank loss 1.1213 (0.9794) offs loss 0.2318 (0.218792) lr 0.00009867
2021-03-28 02:30:43,501 - INFO - Process 0 epoch[13][1400/1885] time 0.728 (0.739) data 0.000 (0.020) loss 1.0862 (1.2009) rank loss 0.8748 (0.9818) offs loss 0.2114 (0.219126) lr 0.00009867
2021-03-28 02:31:55,625 - INFO - Process 0 epoch[13][1500/1885] time 0.710 (0.738) data 0.000 (0.019) loss 1.2891 (1.2021) rank loss 1.0205 (0.9834) offs loss 0.2686 (0.218677) lr 0.00009867
2021-03-28 02:33:07,561 - INFO - Process 0 epoch[13][1600/1885] time 0.723 (0.736) data 0.000 (0.018) loss 1.0086 (1.2018) rank loss 0.8034 (0.9830) offs loss 0.2052 (0.218774) lr 0.00009867
2021-03-28 02:34:19,381 - INFO - Process 0 epoch[13][1700/1885] time 0.710 (0.735) data 0.000 (0.017) loss 1.1203 (1.2028) rank loss 0.8837 (0.9840) offs loss 0.2365 (0.218737) lr 0.00009867
2021-03-28 02:35:30,870 - INFO - Process 0 epoch[13][1800/1885] time 0.705 (0.734) data 0.000 (0.016) loss 1.0057 (1.2021) rank loss 0.8007 (0.9836) offs loss 0.2050 (0.218458) lr 0.00009867
2021-03-28 02:36:35,734 - INFO - evaluating...
2021-03-28 02:37:08,340 - INFO - Process 0 epoch[13][100/170] time 0.212 (0.326) data 0.000 (0.102) loss 2.7555 (2.5027) rank loss 2.2787 (2.0704) offs loss 0.4769 (0.432379) lr 0.00009826
2021-03-28 02:37:24,063 - INFO - train...
2021-03-28 02:39:03,082 - INFO - Process 0 epoch[14][100/1885] time 0.729 (0.990) data 0.000 (0.280) loss 1.3566 (1.1408) rank loss 1.1534 (0.9369) offs loss 0.2032 (0.203861) lr 0.00009826
2021-03-28 02:40:15,428 - INFO - Process 0 epoch[14][200/1885] time 0.725 (0.857) data 0.000 (0.140) loss 1.0391 (1.1433) rank loss 0.7998 (0.9365) offs loss 0.2393 (0.206831) lr 0.00009826
2021-03-28 02:41:27,572 - INFO - Process 0 epoch[14][300/1885] time 0.722 (0.812) data 0.000 (0.093) loss 1.1725 (1.1345) rank loss 0.9677 (0.9281) offs loss 0.2048 (0.206340) lr 0.00009826
2021-03-28 02:42:39,610 - INFO - Process 0 epoch[14][400/1885] time 0.727 (0.789) data 0.000 (0.070) loss 1.2273 (1.1300) rank loss 0.9686 (0.9235) offs loss 0.2588 (0.206513) lr 0.00009826
2021-03-28 02:43:51,446 - INFO - Process 0 epoch[14][500/1885] time 0.718 (0.775) data 0.000 (0.056) loss 1.1826 (1.1339) rank loss 0.9561 (0.9279) offs loss 0.2265 (0.205993) lr 0.00009826
2021-03-28 02:45:03,067 - INFO - Process 0 epoch[14][600/1885] time 0.713 (0.765) data 0.000 (0.047) loss 1.0008 (1.1321) rank loss 0.8443 (0.9259) offs loss 0.1565 (0.206215) lr 0.00009826
2021-03-28 02:46:14,875 - INFO - Process 0 epoch[14][700/1885] time 0.713 (0.758) data 0.000 (0.040) loss 0.9929 (1.1308) rank loss 0.7887 (0.9247) offs loss 0.2042 (0.206103) lr 0.00009826
2021-03-28 02:47:26,343 - INFO - Process 0 epoch[14][800/1885] time 0.722 (0.753) data 0.000 (0.035) loss 0.9290 (1.1316) rank loss 0.7873 (0.9255) offs loss 0.1417 (0.206170) lr 0.00009826
2021-03-28 02:48:38,075 - INFO - Process 0 epoch[14][900/1885] time 0.732 (0.749) data 0.000 (0.031) loss 1.1578 (1.1325) rank loss 0.9881 (0.9267) offs loss 0.1697 (0.205759) lr 0.00009826
2021-03-28 02:49:49,859 - INFO - Process 0 epoch[14][1000/1885] time 0.717 (0.746) data 0.000 (0.028) loss 1.2957 (1.1336) rank loss 1.1023 (0.9278) offs loss 0.1934 (0.205845) lr 0.00009826
2021-03-28 02:51:02,119 - INFO - Process 0 epoch[14][1100/1885] time 0.755 (0.744) data 0.000 (0.026) loss 1.1778 (1.1358) rank loss 0.9964 (0.9293) offs loss 0.1814 (0.206442) lr 0.00009826
2021-03-28 02:52:14,353 - INFO - Process 0 epoch[14][1200/1885] time 0.740 (0.742) data 0.000 (0.023) loss 0.9563 (1.1367) rank loss 0.8155 (0.9306) offs loss 0.1408 (0.206184) lr 0.00009826
2021-03-28 02:53:26,501 - INFO - Process 0 epoch[14][1300/1885] time 0.716 (0.740) data 0.000 (0.022) loss 1.0885 (1.1383) rank loss 0.9094 (0.9320) offs loss 0.1791 (0.206340) lr 0.00009826
2021-03-28 02:54:38,544 - INFO - Process 0 epoch[14][1400/1885] time 0.719 (0.739) data 0.000 (0.020) loss 1.0469 (1.1386) rank loss 0.8924 (0.9326) offs loss 0.1545 (0.206004) lr 0.00009826
2021-03-28 02:55:50,416 - INFO - Process 0 epoch[14][1500/1885] time 0.727 (0.738) data 0.000 (0.019) loss 1.0794 (1.1385) rank loss 0.8812 (0.9325) offs loss 0.1982 (0.206056) lr 0.00009826
2021-03-28 02:57:02,240 - INFO - Process 0 epoch[14][1600/1885] time 0.715 (0.736) data 0.000 (0.018) loss 1.2350 (1.1415) rank loss 1.0781 (0.9350) offs loss 0.1569 (0.206513) lr 0.00009826
2021-03-28 02:58:14,014 - INFO - Process 0 epoch[14][1700/1885] time 0.711 (0.735) data 0.000 (0.017) loss 1.0958 (1.1425) rank loss 0.9135 (0.9360) offs loss 0.1823 (0.206453) lr 0.00009826
2021-03-28 02:59:25,693 - INFO - Process 0 epoch[14][1800/1885] time 0.705 (0.734) data 0.000 (0.016) loss 1.2788 (1.1456) rank loss 0.9927 (0.9388) offs loss 0.2861 (0.206802) lr 0.00009826
2021-03-28 03:00:30,698 - INFO - saving model to 15
2021-03-28 03:00:31,760 - INFO - evaluating...
2021-03-28 03:01:03,732 - INFO - Process 0 epoch[14][100/170] time 0.243 (0.320) data 0.000 (0.104) loss 2.5634 (2.5279) rank loss 2.1239 (2.0996) offs loss 0.4396 (0.428305) lr 0.00009780
2021-03-28 03:01:19,562 - INFO - train...
2021-03-28 03:02:59,103 - INFO - Process 0 epoch[15][100/1885] time 0.734 (0.995) data 0.000 (0.281) loss 1.0573 (1.0817) rank loss 0.8406 (0.8856) offs loss 0.2168 (0.196069) lr 0.00009780
2021-03-28 03:04:11,267 - INFO - Process 0 epoch[15][200/1885] time 0.729 (0.859) data 0.000 (0.141) loss 1.1294 (1.0822) rank loss 0.9545 (0.8887) offs loss 0.1748 (0.193488) lr 0.00009780
2021-03-28 03:05:23,621 - INFO - Process 0 epoch[15][300/1885] time 0.750 (0.814) data 0.000 (0.094) loss 1.1203 (1.0837) rank loss 0.9381 (0.8870) offs loss 0.1823 (0.196693) lr 0.00009780
2021-03-28 03:06:35,466 - INFO - Process 0 epoch[15][400/1885] time 0.711 (0.790) data 0.000 (0.070) loss 1.0184 (1.0899) rank loss 0.8120 (0.8916) offs loss 0.2063 (0.198368) lr 0.00009780
2021-03-28 03:07:47,325 - INFO - Process 0 epoch[15][500/1885] time 0.711 (0.776) data 0.000 (0.056) loss 0.7671 (1.0948) rank loss 0.6300 (0.8964) offs loss 0.1371 (0.198389) lr 0.00009780
2021-03-28 03:08:59,348 - INFO - Process 0 epoch[15][600/1885] time 0.732 (0.766) data 0.000 (0.047) loss 0.9389 (1.0969) rank loss 0.6969 (0.8986) offs loss 0.2420 (0.198289) lr 0.00009780
2021-03-28 03:10:11,137 - INFO - Process 0 epoch[15][700/1885] time 0.705 (0.759) data 0.000 (0.040) loss 0.9718 (1.0946) rank loss 0.7397 (0.8958) offs loss 0.2321 (0.198727) lr 0.00009780
2021-03-28 03:11:23,085 - INFO - Process 0 epoch[15][800/1885] time 0.707 (0.754) data 0.000 (0.035) loss 1.3914 (1.0981) rank loss 1.0294 (0.8991) offs loss 0.3620 (0.199009) lr 0.00009780
2021-03-28 03:12:34,794 - INFO - Process 0 epoch[15][900/1885] time 0.726 (0.750) data 0.000 (0.031) loss 1.2971 (1.1011) rank loss 1.0934 (0.9021) offs loss 0.2036 (0.198990) lr 0.00009780
2021-03-28 03:13:46,449 - INFO - Process 0 epoch[15][1000/1885] time 0.723 (0.747) data 0.000 (0.028) loss 0.8633 (1.0995) rank loss 0.6497 (0.9004) offs loss 0.2136 (0.199074) lr 0.00009780
2021-03-28 03:14:58,247 - INFO - Process 0 epoch[15][1100/1885] time 0.708 (0.744) data 0.000 (0.026) loss 0.9086 (1.0990) rank loss 0.7392 (0.9002) offs loss 0.1694 (0.198782) lr 0.00009780
2021-03-28 03:16:10,223 - INFO - Process 0 epoch[15][1200/1885] time 0.726 (0.742) data 0.000 (0.024) loss 1.0875 (1.0983) rank loss 0.9252 (0.8997) offs loss 0.1623 (0.198588) lr 0.00009780
2021-03-28 03:17:21,912 - INFO - Process 0 epoch[15][1300/1885] time 0.725 (0.740) data 0.000 (0.022) loss 1.0750 (1.1016) rank loss 0.9003 (0.9031) offs loss 0.1746 (0.198513) lr 0.00009780
2021-03-28 03:18:33,774 - INFO - Process 0 epoch[15][1400/1885] time 0.732 (0.739) data 0.000 (0.020) loss 1.0527 (1.1052) rank loss 0.8879 (0.9066) offs loss 0.1648 (0.198651) lr 0.00009780
2021-03-28 03:19:45,523 - INFO - Process 0 epoch[15][1500/1885] time 0.722 (0.737) data 0.000 (0.019) loss 1.0607 (1.1053) rank loss 0.8284 (0.9066) offs loss 0.2323 (0.198710) lr 0.00009780
2021-03-28 03:20:58,025 - INFO - Process 0 epoch[15][1600/1885] time 0.722 (0.737) data 0.000 (0.018) loss 1.2459 (1.1064) rank loss 1.0721 (0.9077) offs loss 0.1739 (0.198666) lr 0.00009780
2021-03-28 03:22:10,028 - INFO - Process 0 epoch[15][1700/1885] time 0.735 (0.736) data 0.000 (0.017) loss 0.7786 (1.1077) rank loss 0.5915 (0.9086) offs loss 0.1872 (0.199057) lr 0.00009780
2021-03-28 03:23:21,872 - INFO - Process 0 epoch[15][1800/1885] time 0.710 (0.735) data 0.000 (0.016) loss 0.8473 (1.1100) rank loss 0.6934 (0.9107) offs loss 0.1540 (0.199335) lr 0.00009780
2021-03-28 03:24:26,173 - INFO - evaluating...
2021-03-28 03:24:58,868 - INFO - Process 0 epoch[15][100/170] time 0.212 (0.327) data 0.000 (0.104) loss 2.3638 (2.5032) rank loss 1.9844 (2.0681) offs loss 0.3794 (0.435030) lr 0.00009729
2021-03-28 03:25:15,155 - INFO - train...
2021-03-28 03:26:54,574 - INFO - Process 0 epoch[16][100/1885] time 0.713 (0.994) data 0.000 (0.283) loss 0.9526 (1.0210) rank loss 0.7737 (0.8290) offs loss 0.1789 (0.192060) lr 0.00009729
2021-03-28 03:28:06,853 - INFO - Process 0 epoch[16][200/1885] time 0.722 (0.858) data 0.000 (0.142) loss 1.2259 (1.0297) rank loss 1.0295 (0.8376) offs loss 0.1964 (0.192037) lr 0.00009729
2021-03-28 03:29:18,532 - INFO - Process 0 epoch[16][300/1885] time 0.709 (0.811) data 0.000 (0.095) loss 1.0012 (1.0362) rank loss 0.8339 (0.8476) offs loss 0.1674 (0.188574) lr 0.00009729
2021-03-28 03:30:30,453 - INFO - Process 0 epoch[16][400/1885] time 0.721 (0.788) data 0.000 (0.071) loss 1.1851 (1.0408) rank loss 0.9957 (0.8520) offs loss 0.1894 (0.188836) lr 0.00009729
2021-03-28 03:31:42,421 - INFO - Process 0 epoch[16][500/1885] time 0.717 (0.775) data 0.000 (0.057) loss 1.2249 (1.0405) rank loss 1.0358 (0.8504) offs loss 0.1890 (0.190028) lr 0.00009729
2021-03-28 03:32:54,194 - INFO - Process 0 epoch[16][600/1885] time 0.710 (0.765) data 0.000 (0.047) loss 1.2778 (1.0462) rank loss 1.1119 (0.8533) offs loss 0.1660 (0.192889) lr 0.00009729
2021-03-28 03:34:05,901 - INFO - Process 0 epoch[16][700/1885] time 0.712 (0.758) data 0.000 (0.041) loss 0.8465 (1.0514) rank loss 0.6811 (0.8588) offs loss 0.1654 (0.192552) lr 0.00009729
2021-03-28 03:35:17,487 - INFO - Process 0 epoch[16][800/1885] time 0.705 (0.753) data 0.000 (0.036) loss 1.0471 (1.0521) rank loss 0.8543 (0.8592) offs loss 0.1928 (0.192841) lr 0.00009729
2021-03-28 03:36:29,126 - INFO - Process 0 epoch[16][900/1885] time 0.719 (0.749) data 0.000 (0.032) loss 1.2959 (1.0579) rank loss 1.0629 (0.8643) offs loss 0.2331 (0.193586) lr 0.00009729
2021-03-28 03:37:40,877 - INFO - Process 0 epoch[16][1000/1885] time 0.716 (0.746) data 0.000 (0.028) loss 1.1568 (1.0603) rank loss 0.9713 (0.8669) offs loss 0.1856 (0.193462) lr 0.00009729
2021-03-28 03:38:52,568 - INFO - Process 0 epoch[16][1100/1885] time 0.701 (0.743) data 0.000 (0.026) loss 0.9546 (1.0638) rank loss 0.7125 (0.8705) offs loss 0.2420 (0.193249) lr 0.00009729
2021-03-28 03:40:04,317 - INFO - Process 0 epoch[16][1200/1885] time 0.721 (0.741) data 0.000 (0.024) loss 1.2213 (1.0625) rank loss 1.0556 (0.8693) offs loss 0.1657 (0.193169) lr 0.00009729
2021-03-28 03:41:15,920 - INFO - Process 0 epoch[16][1300/1885] time 0.714 (0.739) data 0.000 (0.022) loss 1.1419 (1.0661) rank loss 0.9504 (0.8725) offs loss 0.1915 (0.193643) lr 0.00009729
2021-03-28 03:42:27,709 - INFO - Process 0 epoch[16][1400/1885] time 0.712 (0.738) data 0.000 (0.020) loss 1.7144 (1.0675) rank loss 1.4643 (0.8737) offs loss 0.2501 (0.193717) lr 0.00009729
2021-03-28 03:43:39,481 - INFO - Process 0 epoch[16][1500/1885] time 0.718 (0.736) data 0.000 (0.019) loss 1.2400 (1.0684) rank loss 1.0471 (0.8745) offs loss 0.1929 (0.193940) lr 0.00009729
2021-03-28 03:44:51,141 - INFO - Process 0 epoch[16][1600/1885] time 0.719 (0.735) data 0.000 (0.018) loss 1.4092 (1.0705) rank loss 1.1493 (0.8764) offs loss 0.2598 (0.194125) lr 0.00009729
2021-03-28 03:46:02,828 - INFO - Process 0 epoch[16][1700/1885] time 0.725 (0.734) data 0.000 (0.017) loss 1.0475 (1.0712) rank loss 0.7977 (0.8770) offs loss 0.2498 (0.194174) lr 0.00009729
2021-03-28 03:47:14,765 - INFO - Process 0 epoch[16][1800/1885] time 0.724 (0.733) data 0.000 (0.016) loss 1.0663 (1.0709) rank loss 0.9055 (0.8771) offs loss 0.1608 (0.193851) lr 0.00009729
2021-03-28 03:48:18,883 - INFO - evaluating...
2021-03-28 03:48:50,506 - INFO - Process 0 epoch[16][100/170] time 0.216 (0.316) data 0.000 (0.101) loss 2.5862 (2.5807) rank loss 2.1968 (2.1509) offs loss 0.3893 (0.429842) lr 0.00009673
2021-03-28 03:49:07,604 - INFO - train...
2021-03-28 03:50:47,220 - INFO - Process 0 epoch[17][100/1885] time 0.732 (0.996) data 0.000 (0.285) loss 1.3127 (1.0136) rank loss 1.1504 (0.8266) offs loss 0.1623 (0.187008) lr 0.00009673
2021-03-28 03:51:59,482 - INFO - Process 0 epoch[17][200/1885] time 0.705 (0.859) data 0.000 (0.143) loss 1.0201 (1.0232) rank loss 0.8477 (0.8357) offs loss 0.1724 (0.187560) lr 0.00009673
2021-03-28 03:53:11,410 - INFO - Process 0 epoch[17][300/1885] time 0.713 (0.813) data 0.000 (0.095) loss 1.1652 (1.0185) rank loss 1.0166 (0.8320) offs loss 0.1486 (0.186492) lr 0.00009673
2021-03-28 03:54:23,563 - INFO - Process 0 epoch[17][400/1885] time 0.711 (0.790) data 0.000 (0.071) loss 0.8863 (1.0115) rank loss 0.7168 (0.8264) offs loss 0.1696 (0.185157) lr 0.00009673
2021-03-28 03:55:35,775 - INFO - Process 0 epoch[17][500/1885] time 0.728 (0.776) data 0.000 (0.057) loss 1.0730 (1.0130) rank loss 0.8998 (0.8283) offs loss 0.1732 (0.184643) lr 0.00009673
2021-03-28 03:56:47,701 - INFO - Process 0 epoch[17][600/1885] time 0.708 (0.767) data 0.000 (0.048) loss 0.8347 (1.0126) rank loss 0.6727 (0.8275) offs loss 0.1620 (0.185104) lr 0.00009673
2021-03-28 03:57:59,376 - INFO - Process 0 epoch[17][700/1885] time 0.717 (0.760) data 0.000 (0.041) loss 1.2931 (1.0150) rank loss 1.0844 (0.8297) offs loss 0.2087 (0.185395) lr 0.00009673
2021-03-28 03:59:11,121 - INFO - Process 0 epoch[17][800/1885] time 0.726 (0.754) data 0.000 (0.036) loss 1.1862 (1.0177) rank loss 0.9912 (0.8318) offs loss 0.1950 (0.185818) lr 0.00009673
2021-03-28 04:00:22,749 - INFO - Process 0 epoch[17][900/1885] time 0.704 (0.750) data 0.000 (0.032) loss 0.7955 (1.0186) rank loss 0.6079 (0.8325) offs loss 0.1876 (0.186022) lr 0.00009673
2021-03-28 04:01:34,458 - INFO - Process 0 epoch[17][1000/1885] time 0.727 (0.747) data 0.000 (0.029) loss 1.4494 (1.0213) rank loss 1.2372 (0.8358) offs loss 0.2122 (0.185566) lr 0.00009673
2021-03-28 04:02:46,130 - INFO - Process 0 epoch[17][1100/1885] time 0.709 (0.744) data 0.000 (0.026) loss 0.8767 (1.0231) rank loss 0.6837 (0.8373) offs loss 0.1930 (0.185765) lr 0.00009673
2021-03-28 04:03:57,652 - INFO - Process 0 epoch[17][1200/1885] time 0.718 (0.742) data 0.000 (0.024) loss 0.8713 (1.0225) rank loss 0.6540 (0.8366) offs loss 0.2173 (0.185857) lr 0.00009673
2021-03-28 04:05:09,440 - INFO - Process 0 epoch[17][1300/1885] time 0.707 (0.740) data 0.000 (0.022) loss 0.7157 (1.0236) rank loss 0.5551 (0.8376) offs loss 0.1606 (0.185974) lr 0.00009673
2021-03-28 04:06:21,402 - INFO - Process 0 epoch[17][1400/1885] time 0.699 (0.738) data 0.000 (0.021) loss 1.1960 (1.0249) rank loss 1.0608 (0.8389) offs loss 0.1352 (0.185946) lr 0.00009673
2021-03-28 04:07:33,174 - INFO - Process 0 epoch[17][1500/1885] time 0.717 (0.737) data 0.000 (0.019) loss 0.8071 (1.0256) rank loss 0.6371 (0.8399) offs loss 0.1700 (0.185675) lr 0.00009673
2021-03-28 04:08:45,170 - INFO - Process 0 epoch[17][1600/1885] time 0.721 (0.736) data 0.000 (0.018) loss 1.1872 (1.0257) rank loss 0.9938 (0.8404) offs loss 0.1934 (0.185355) lr 0.00009673
2021-03-28 04:09:57,202 - INFO - Process 0 epoch[17][1700/1885] time 0.724 (0.735) data 0.000 (0.017) loss 1.1003 (1.0252) rank loss 0.9400 (0.8401) offs loss 0.1602 (0.185156) lr 0.00009673
2021-03-28 04:11:08,987 - INFO - Process 0 epoch[17][1800/1885] time 0.715 (0.734) data 0.000 (0.016) loss 1.2054 (1.0273) rank loss 1.0128 (0.8422) offs loss 0.1926 (0.185101) lr 0.00009673
2021-03-28 04:12:13,939 - INFO - evaluating...
2021-03-28 04:12:46,151 - INFO - Process 0 epoch[17][100/170] time 0.230 (0.322) data 0.000 (0.102) loss 2.5281 (2.5791) rank loss 2.0951 (2.1359) offs loss 0.4330 (0.443164) lr 0.00009611
2021-03-28 04:13:02,113 - INFO - train...
2021-03-28 04:14:41,104 - INFO - Process 0 epoch[18][100/1885] time 0.701 (0.990) data 0.000 (0.283) loss 0.8573 (0.9835) rank loss 0.6955 (0.8028) offs loss 0.1618 (0.180759) lr 0.00009611
2021-03-28 04:15:53,033 - INFO - Process 0 epoch[18][200/1885] time 0.719 (0.855) data 0.000 (0.141) loss 0.9412 (0.9755) rank loss 0.8040 (0.7975) offs loss 0.1372 (0.177999) lr 0.00009611
2021-03-28 04:17:04,450 - INFO - Process 0 epoch[18][300/1885] time 0.707 (0.808) data 0.000 (0.094) loss 0.9992 (0.9805) rank loss 0.8382 (0.8023) offs loss 0.1610 (0.178154) lr 0.00009611
2021-03-28 04:18:16,629 - INFO - Process 0 epoch[18][400/1885] time 0.710 (0.786) data 0.000 (0.071) loss 0.8386 (0.9822) rank loss 0.6674 (0.8037) offs loss 0.1712 (0.178485) lr 0.00009611
2021-03-28 04:19:28,776 - INFO - Process 0 epoch[18][500/1885] time 0.712 (0.773) data 0.000 (0.057) loss 0.7018 (0.9876) rank loss 0.5755 (0.8094) offs loss 0.1263 (0.178182) lr 0.00009611
2021-03-28 04:20:40,413 - INFO - Process 0 epoch[18][600/1885] time 0.726 (0.764) data 0.000 (0.047) loss 0.7922 (0.9834) rank loss 0.6325 (0.8049) offs loss 0.1596 (0.178453) lr 0.00009611
2021-03-28 04:21:51,868 - INFO - Process 0 epoch[18][700/1885] time 0.721 (0.757) data 0.000 (0.041) loss 0.9993 (0.9862) rank loss 0.8153 (0.8075) offs loss 0.1840 (0.178631) lr 0.00009611
2021-03-28 04:23:03,455 - INFO - Process 0 epoch[18][800/1885] time 0.729 (0.752) data 0.000 (0.035) loss 1.1401 (0.9841) rank loss 0.9412 (0.8058) offs loss 0.1989 (0.178278) lr 0.00009611
2021-03-28 04:24:14,849 - INFO - Process 0 epoch[18][900/1885] time 0.713 (0.747) data 0.000 (0.032) loss 0.9377 (0.9810) rank loss 0.7896 (0.8030) offs loss 0.1480 (0.177975) lr 0.00009611
2021-03-28 04:25:26,218 - INFO - Process 0 epoch[18][1000/1885] time 0.695 (0.744) data 0.000 (0.028) loss 0.8256 (0.9826) rank loss 0.6190 (0.8043) offs loss 0.2066 (0.178293) lr 0.00009611
2021-03-28 04:26:37,949 - INFO - Process 0 epoch[18][1100/1885] time 0.719 (0.742) data 0.000 (0.026) loss 1.2029 (0.9862) rank loss 0.9720 (0.8075) offs loss 0.2309 (0.178697) lr 0.00009611
2021-03-28 04:27:49,461 - INFO - Process 0 epoch[18][1200/1885] time 0.726 (0.739) data 0.001 (0.024) loss 0.8629 (0.9857) rank loss 0.7178 (0.8075) offs loss 0.1451 (0.178202) lr 0.00009611
2021-03-28 04:29:01,085 - INFO - Process 0 epoch[18][1300/1885] time 0.731 (0.738) data 0.000 (0.022) loss 0.8293 (0.9888) rank loss 0.6511 (0.8105) offs loss 0.1781 (0.178257) lr 0.00009611
2021-03-28 04:30:12,628 - INFO - Process 0 epoch[18][1400/1885] time 0.711 (0.736) data 0.000 (0.020) loss 0.9069 (0.9915) rank loss 0.7381 (0.8127) offs loss 0.1688 (0.178778) lr 0.00009611
2021-03-28 04:31:24,273 - INFO - Process 0 epoch[18][1500/1885] time 0.712 (0.735) data 0.000 (0.019) loss 0.9390 (0.9919) rank loss 0.7393 (0.8132) offs loss 0.1997 (0.178657) lr 0.00009611
2021-03-28 04:32:35,908 - INFO - Process 0 epoch[18][1600/1885] time 0.704 (0.734) data 0.000 (0.018) loss 0.9597 (0.9942) rank loss 0.7388 (0.8155) offs loss 0.2209 (0.178762) lr 0.00009611
2021-03-28 04:33:47,325 - INFO - Process 0 epoch[18][1700/1885] time 0.742 (0.732) data 0.000 (0.017) loss 1.1857 (0.9953) rank loss 0.9596 (0.8163) offs loss 0.2261 (0.178977) lr 0.00009611
2021-03-28 04:34:59,104 - INFO - Process 0 epoch[18][1800/1885] time 0.714 (0.732) data 0.000 (0.016) loss 1.0180 (0.9955) rank loss 0.8447 (0.8162) offs loss 0.1733 (0.179221) lr 0.00009611
2021-03-28 04:36:03,715 - INFO - evaluating...
2021-03-28 04:36:36,401 - INFO - Process 0 epoch[18][100/170] time 0.259 (0.327) data 0.000 (0.106) loss 2.8485 (2.6619) rank loss 2.3406 (2.2287) offs loss 0.5078 (0.433264) lr 0.00009545
2021-03-28 04:36:52,526 - INFO - train...
2021-03-28 04:38:32,527 - INFO - Process 0 epoch[19][100/1885] time 0.732 (1.000) data 0.000 (0.287) loss 0.9574 (0.9581) rank loss 0.7842 (0.7820) offs loss 0.1732 (0.176154) lr 0.00009545
2021-03-28 04:39:44,829 - INFO - Process 0 epoch[19][200/1885] time 0.725 (0.862) data 0.000 (0.143) loss 0.7536 (0.9609) rank loss 0.6086 (0.7851) offs loss 0.1450 (0.175871) lr 0.00009545
2021-03-28 04:40:57,060 - INFO - Process 0 epoch[19][300/1885] time 0.737 (0.815) data 0.000 (0.096) loss 0.9884 (0.9573) rank loss 0.7781 (0.7830) offs loss 0.2103 (0.174290) lr 0.00009545
2021-03-28 04:42:09,319 - INFO - Process 0 epoch[19][400/1885] time 0.749 (0.792) data 0.000 (0.072) loss 0.6813 (0.9569) rank loss 0.5250 (0.7833) offs loss 0.1563 (0.173617) lr 0.00009545
2021-03-28 04:43:21,423 - INFO - Process 0 epoch[19][500/1885] time 0.744 (0.778) data 0.000 (0.057) loss 1.0045 (0.9575) rank loss 0.8492 (0.7828) offs loss 0.1552 (0.174613) lr 0.00009545
2021-03-28 04:44:33,245 - INFO - Process 0 epoch[19][600/1885] time 0.703 (0.768) data 0.000 (0.048) loss 0.8896 (0.9574) rank loss 0.6900 (0.7828) offs loss 0.1997 (0.174556) lr 0.00009545
2021-03-28 04:45:45,299 - INFO - Process 0 epoch[19][700/1885] time 0.713 (0.761) data 0.000 (0.041) loss 0.9038 (0.9596) rank loss 0.7471 (0.7847) offs loss 0.1567 (0.174970) lr 0.00009545
2021-03-28 04:46:57,415 - INFO - Process 0 epoch[19][800/1885] time 0.770 (0.756) data 0.000 (0.036) loss 1.0992 (0.9653) rank loss 0.9140 (0.7903) offs loss 0.1852 (0.175005) lr 0.00009545
2021-03-28 04:48:10,113 - INFO - Process 0 epoch[19][900/1885] time 0.709 (0.753) data 0.000 (0.032) loss 0.8947 (0.9659) rank loss 0.6883 (0.7899) offs loss 0.2064 (0.176000) lr 0.00009545
2021-03-28 04:49:22,229 - INFO - Process 0 epoch[19][1000/1885] time 0.712 (0.750) data 0.000 (0.029) loss 0.8385 (0.9637) rank loss 0.6583 (0.7884) offs loss 0.1803 (0.175339) lr 0.00009545
2021-03-28 04:50:34,281 - INFO - Process 0 epoch[19][1100/1885] time 0.715 (0.747) data 0.000 (0.026) loss 1.1666 (0.9656) rank loss 0.9256 (0.7901) offs loss 0.2410 (0.175540) lr 0.00009545
2021-03-28 04:51:46,244 - INFO - Process 0 epoch[19][1200/1885] time 0.720 (0.745) data 0.000 (0.024) loss 0.8479 (0.9640) rank loss 0.6588 (0.7886) offs loss 0.1891 (0.175416) lr 0.00009545
2021-03-28 04:52:58,090 - INFO - Process 0 epoch[19][1300/1885] time 0.724 (0.743) data 0.000 (0.022) loss 0.8813 (0.9650) rank loss 0.6979 (0.7895) offs loss 0.1834 (0.175508) lr 0.00009545
2021-03-28 04:54:09,909 - INFO - Process 0 epoch[19][1400/1885] time 0.725 (0.741) data 0.000 (0.021) loss 0.8808 (0.9651) rank loss 0.7188 (0.7895) offs loss 0.1620 (0.175600) lr 0.00009545
2021-03-28 04:55:21,921 - INFO - Process 0 epoch[19][1500/1885] time 0.714 (0.740) data 0.000 (0.019) loss 0.8138 (0.9660) rank loss 0.6247 (0.7904) offs loss 0.1892 (0.175633) lr 0.00009545
2021-03-28 04:56:33,812 - INFO - Process 0 epoch[19][1600/1885] time 0.730 (0.738) data 0.000 (0.018) loss 0.8696 (0.9665) rank loss 0.6769 (0.7909) offs loss 0.1927 (0.175609) lr 0.00009545
2021-03-28 04:57:45,775 - INFO - Process 0 epoch[19][1700/1885] time 0.722 (0.737) data 0.000 (0.017) loss 0.9184 (0.9670) rank loss 0.7498 (0.7917) offs loss 0.1686 (0.175276) lr 0.00009545
2021-03-28 04:58:57,516 - INFO - Process 0 epoch[19][1800/1885] time 0.741 (0.736) data 0.000 (0.016) loss 1.0327 (0.9677) rank loss 0.8862 (0.7925) offs loss 0.1465 (0.175143) lr 0.00009545
2021-03-28 05:00:02,336 - INFO - saving model to 20
2021-03-28 05:00:03,436 - INFO - evaluating...
2021-03-28 05:00:36,228 - INFO - Process 0 epoch[19][100/170] time 0.227 (0.328) data 0.000 (0.105) loss 2.1648 (2.6444) rank loss 1.7986 (2.2071) offs loss 0.3662 (0.437274) lr 0.00009474
2021-03-28 05:00:52,062 - INFO - train...
2021-03-28 05:02:30,935 - INFO - Process 0 epoch[20][100/1885] time 0.727 (0.989) data 0.000 (0.278) loss 0.6949 (0.9176) rank loss 0.5495 (0.7470) offs loss 0.1454 (0.170578) lr 0.00009474
2021-03-28 05:03:43,227 - INFO - Process 0 epoch[20][200/1885] time 0.716 (0.856) data 0.000 (0.139) loss 0.7861 (0.9362) rank loss 0.6404 (0.7674) offs loss 0.1457 (0.168766) lr 0.00009474
2021-03-28 05:04:55,222 - INFO - Process 0 epoch[20][300/1885] time 0.705 (0.811) data 0.000 (0.093) loss 0.9018 (0.9338) rank loss 0.7799 (0.7647) offs loss 0.1218 (0.169032) lr 0.00009474
2021-03-28 05:06:07,056 - INFO - Process 0 epoch[20][400/1885] time 0.699 (0.787) data 0.000 (0.070) loss 1.1707 (0.9299) rank loss 1.0150 (0.7615) offs loss 0.1557 (0.168306) lr 0.00009474
2021-03-28 05:07:18,924 - INFO - Process 0 epoch[20][500/1885] time 0.725 (0.774) data 0.000 (0.056) loss 1.1738 (0.9298) rank loss 1.0171 (0.7622) offs loss 0.1567 (0.167530) lr 0.00009474
2021-03-28 05:08:30,975 - INFO - Process 0 epoch[20][600/1885] time 0.711 (0.765) data 0.000 (0.046) loss 1.0390 (0.9321) rank loss 0.8801 (0.7650) offs loss 0.1589 (0.167102) lr 0.00009474
2021-03-28 05:09:42,604 - INFO - Process 0 epoch[20][700/1885] time 0.718 (0.758) data 0.000 (0.040) loss 1.0427 (0.9297) rank loss 0.8648 (0.7632) offs loss 0.1779 (0.166475) lr 0.00009474
2021-03-28 05:10:54,296 - INFO - Process 0 epoch[20][800/1885] time 0.713 (0.753) data 0.000 (0.035) loss 0.9263 (0.9284) rank loss 0.7538 (0.7619) offs loss 0.1725 (0.166554) lr 0.00009474
2021-03-28 05:12:06,232 - INFO - Process 0 epoch[20][900/1885] time 0.719 (0.749) data 0.000 (0.031) loss 1.0429 (0.9320) rank loss 0.8605 (0.7644) offs loss 0.1824 (0.167580) lr 0.00009474
2021-03-28 05:13:18,038 - INFO - Process 0 epoch[20][1000/1885] time 0.710 (0.746) data 0.000 (0.028) loss 1.1177 (0.9334) rank loss 0.8658 (0.7656) offs loss 0.2518 (0.167711) lr 0.00009474
2021-03-28 05:14:29,831 - INFO - Process 0 epoch[20][1100/1885] time 0.721 (0.743) data 0.000 (0.025) loss 0.9918 (0.9324) rank loss 0.7780 (0.7649) offs loss 0.2139 (0.167539) lr 0.00009474
2021-03-28 05:15:41,534 - INFO - Process 0 epoch[20][1200/1885] time 0.711 (0.741) data 0.000 (0.023) loss 0.7534 (0.9302) rank loss 0.5959 (0.7624) offs loss 0.1575 (0.167802) lr 0.00009474
2021-03-28 05:16:54,260 - INFO - Process 0 epoch[20][1300/1885] time 0.704 (0.740) data 0.000 (0.021) loss 1.1005 (0.9300) rank loss 0.9300 (0.7624) offs loss 0.1704 (0.167595) lr 0.00009474
2021-03-28 05:18:06,360 - INFO - Process 0 epoch[20][1400/1885] time 0.709 (0.739) data 0.000 (0.020) loss 0.9719 (0.9305) rank loss 0.8487 (0.7628) offs loss 0.1232 (0.167751) lr 0.00009474
2021-03-28 05:19:18,196 - INFO - Process 0 epoch[20][1500/1885] time 0.708 (0.737) data 0.000 (0.019) loss 1.0324 (0.9305) rank loss 0.8383 (0.7627) offs loss 0.1941 (0.167784) lr 0.00009474
2021-03-28 05:20:30,259 - INFO - Process 0 epoch[20][1600/1885] time 0.721 (0.736) data 0.000 (0.017) loss 0.9716 (0.9315) rank loss 0.7499 (0.7639) offs loss 0.2217 (0.167611) lr 0.00009474
2021-03-28 05:21:41,820 - INFO - Process 0 epoch[20][1700/1885] time 0.717 (0.735) data 0.000 (0.016) loss 0.8747 (0.9319) rank loss 0.6874 (0.7643) offs loss 0.1873 (0.167572) lr 0.00009474
2021-03-28 05:22:53,374 - INFO - Process 0 epoch[20][1800/1885] time 0.740 (0.734) data 0.000 (0.016) loss 1.0094 (0.9338) rank loss 0.8022 (0.7659) offs loss 0.2072 (0.167970) lr 0.00009474
2021-03-28 05:23:58,042 - INFO - evaluating...
2021-03-28 05:24:30,264 - INFO - Process 0 epoch[20][100/170] time 0.206 (0.322) data 0.000 (0.103) loss 2.3925 (2.6238) rank loss 1.8979 (2.2002) offs loss 0.4945 (0.423517) lr 0.00009397
2021-03-28 05:24:46,448 - INFO - train...
2021-03-28 05:26:25,654 - INFO - Process 0 epoch[21][100/1885] time 0.715 (0.992) data 0.000 (0.278) loss 1.1291 (0.8679) rank loss 0.9693 (0.7058) offs loss 0.1598 (0.162051) lr 0.00009397
2021-03-28 05:27:37,821 - INFO - Process 0 epoch[21][200/1885] time 0.716 (0.857) data 0.000 (0.139) loss 0.7598 (0.8831) rank loss 0.6467 (0.7193) offs loss 0.1132 (0.163774) lr 0.00009397
2021-03-28 05:28:49,755 - INFO - Process 0 epoch[21][300/1885] time 0.718 (0.811) data 0.000 (0.093) loss 0.5342 (0.8846) rank loss 0.3789 (0.7207) offs loss 0.1553 (0.163929) lr 0.00009397
2021-03-28 05:30:01,504 - INFO - Process 0 epoch[21][400/1885] time 0.717 (0.788) data 0.000 (0.070) loss 0.7686 (0.8814) rank loss 0.5983 (0.7172) offs loss 0.1703 (0.164274) lr 0.00009397
2021-03-28 05:31:13,556 - INFO - Process 0 epoch[21][500/1885] time 0.696 (0.774) data 0.000 (0.056) loss 1.0771 (0.8917) rank loss 0.8952 (0.7276) offs loss 0.1818 (0.164075) lr 0.00009397
2021-03-28 05:32:25,431 - INFO - Process 0 epoch[21][600/1885] time 0.700 (0.765) data 0.000 (0.046) loss 0.8646 (0.8970) rank loss 0.7045 (0.7325) offs loss 0.1601 (0.164501) lr 0.00009397
2021-03-28 05:33:37,324 - INFO - Process 0 epoch[21][700/1885] time 0.721 (0.758) data 0.000 (0.040) loss 1.1955 (0.8981) rank loss 1.0204 (0.7339) offs loss 0.1751 (0.164217) lr 0.00009397
2021-03-28 05:34:49,238 - INFO - Process 0 epoch[21][800/1885] time 0.726 (0.753) data 0.000 (0.035) loss 0.7821 (0.8999) rank loss 0.5877 (0.7359) offs loss 0.1944 (0.163951) lr 0.00009397
2021-03-28 05:36:01,049 - INFO - Process 0 epoch[21][900/1885] time 0.726 (0.750) data 0.000 (0.031) loss 0.7420 (0.8989) rank loss 0.5883 (0.7350) offs loss 0.1537 (0.163887) lr 0.00009397
2021-03-28 05:37:12,910 - INFO - Process 0 epoch[21][1000/1885] time 0.714 (0.746) data 0.000 (0.028) loss 1.0768 (0.9018) rank loss 0.8991 (0.7380) offs loss 0.1777 (0.163787) lr 0.00009397
2021-03-28 05:38:24,846 - INFO - Process 0 epoch[21][1100/1885] time 0.729 (0.744) data 0.000 (0.025) loss 0.7585 (0.9021) rank loss 0.6330 (0.7383) offs loss 0.1255 (0.163854) lr 0.00009397
2021-03-28 05:39:36,556 - INFO - Process 0 epoch[21][1200/1885] time 0.728 (0.742) data 0.000 (0.023) loss 1.2682 (0.9034) rank loss 0.9761 (0.7395) offs loss 0.2921 (0.163868) lr 0.00009397
2021-03-28 05:40:48,459 - INFO - Process 0 epoch[21][1300/1885] time 0.726 (0.740) data 0.000 (0.021) loss 0.8947 (0.9053) rank loss 0.7348 (0.7409) offs loss 0.1600 (0.164431) lr 0.00009397
2021-03-28 05:42:00,281 - INFO - Process 0 epoch[21][1400/1885] time 0.715 (0.738) data 0.000 (0.020) loss 0.9576 (0.9057) rank loss 0.8157 (0.7414) offs loss 0.1419 (0.164355) lr 0.00009397
2021-03-28 05:43:11,622 - INFO - Process 0 epoch[21][1500/1885] time 0.694 (0.737) data 0.000 (0.019) loss 0.9724 (0.9059) rank loss 0.8209 (0.7418) offs loss 0.1514 (0.164089) lr 0.00009397
2021-03-28 05:44:23,025 - INFO - Process 0 epoch[21][1600/1885] time 0.706 (0.735) data 0.000 (0.017) loss 1.1378 (0.9061) rank loss 0.9263 (0.7420) offs loss 0.2115 (0.164128) lr 0.00009397
2021-03-28 05:45:35,249 - INFO - Process 0 epoch[21][1700/1885] time 0.725 (0.735) data 0.000 (0.016) loss 0.8342 (0.9068) rank loss 0.6458 (0.7425) offs loss 0.1884 (0.164286) lr 0.00009397
2021-03-28 05:46:47,245 - INFO - Process 0 epoch[21][1800/1885] time 0.728 (0.734) data 0.000 (0.016) loss 0.9973 (0.9078) rank loss 0.8573 (0.7434) offs loss 0.1400 (0.164379) lr 0.00009397
2021-03-28 05:47:51,237 - INFO - evaluating...
2021-03-28 05:48:24,152 - INFO - Process 0 epoch[21][100/170] time 0.252 (0.329) data 0.000 (0.101) loss 3.0476 (2.7506) rank loss 2.5713 (2.3156) offs loss 0.4764 (0.435044) lr 0.00009316
2021-03-28 05:48:40,322 - INFO - train...
2021-03-28 05:50:20,368 - INFO - Process 0 epoch[22][100/1885] time 0.713 (1.000) data 0.000 (0.283) loss 0.5665 (0.8740) rank loss 0.4727 (0.7085) offs loss 0.0938 (0.165516) lr 0.00009316
2021-03-28 05:51:32,715 - INFO - Process 0 epoch[22][200/1885] time 0.708 (0.862) data 0.000 (0.141) loss 0.5578 (0.8750) rank loss 0.4144 (0.7088) offs loss 0.1434 (0.166140) lr 0.00009316
2021-03-28 05:52:44,951 - INFO - Process 0 epoch[22][300/1885] time 0.715 (0.815) data 0.000 (0.094) loss 0.6932 (0.8767) rank loss 0.5686 (0.7129) offs loss 0.1246 (0.163772) lr 0.00009316
2021-03-28 05:53:56,823 - INFO - Process 0 epoch[22][400/1885] time 0.734 (0.791) data 0.000 (0.071) loss 0.7647 (0.8729) rank loss 0.5923 (0.7106) offs loss 0.1724 (0.162245) lr 0.00009316
2021-03-28 05:55:08,782 - INFO - Process 0 epoch[22][500/1885] time 0.737 (0.777) data 0.000 (0.057) loss 0.8587 (0.8747) rank loss 0.7079 (0.7139) offs loss 0.1507 (0.160809) lr 0.00009316
2021-03-28 05:56:20,666 - INFO - Process 0 epoch[22][600/1885] time 0.704 (0.767) data 0.000 (0.047) loss 1.1344 (0.8741) rank loss 0.9566 (0.7130) offs loss 0.1778 (0.161115) lr 0.00009316
2021-03-28 05:57:32,684 - INFO - Process 0 epoch[22][700/1885] time 0.716 (0.761) data 0.000 (0.041) loss 0.8485 (0.8778) rank loss 0.7166 (0.7167) offs loss 0.1318 (0.161080) lr 0.00009316
2021-03-28 05:58:44,311 - INFO - Process 0 epoch[22][800/1885] time 0.709 (0.755) data 0.000 (0.035) loss 0.8725 (0.8800) rank loss 0.7105 (0.7188) offs loss 0.1620 (0.161219) lr 0.00009316
2021-03-28 05:59:55,885 - INFO - Process 0 epoch[22][900/1885] time 0.731 (0.751) data 0.000 (0.032) loss 0.8557 (0.8780) rank loss 0.7413 (0.7170) offs loss 0.1144 (0.160959) lr 0.00009316
2021-03-28 06:01:07,466 - INFO - Process 0 epoch[22][1000/1885] time 0.715 (0.747) data 0.000 (0.028) loss 0.8803 (0.8787) rank loss 0.7072 (0.7179) offs loss 0.1731 (0.160792) lr 0.00009316
2021-03-28 06:02:19,212 - INFO - Process 0 epoch[22][1100/1885] time 0.710 (0.744) data 0.000 (0.026) loss 0.7990 (0.8791) rank loss 0.5890 (0.7184) offs loss 0.2100 (0.160758) lr 0.00009316
2021-03-28 06:03:30,812 - INFO - Process 0 epoch[22][1200/1885] time 0.703 (0.742) data 0.000 (0.024) loss 0.9015 (0.8774) rank loss 0.7459 (0.7171) offs loss 0.1556 (0.160330) lr 0.00009316
2021-03-28 06:04:42,753 - INFO - Process 0 epoch[22][1300/1885] time 0.705 (0.740) data 0.000 (0.022) loss 0.6410 (0.8774) rank loss 0.4980 (0.7175) offs loss 0.1430 (0.159972) lr 0.00009316
2021-03-28 06:05:54,648 - INFO - Process 0 epoch[22][1400/1885] time 0.709 (0.739) data 0.000 (0.020) loss 0.9550 (0.8785) rank loss 0.7831 (0.7186) offs loss 0.1719 (0.159889) lr 0.00009316
2021-03-28 06:07:06,337 - INFO - Process 0 epoch[22][1500/1885] time 0.733 (0.737) data 0.000 (0.019) loss 1.0497 (0.8796) rank loss 0.8027 (0.7199) offs loss 0.2470 (0.159675) lr 0.00009316
2021-03-28 06:08:17,854 - INFO - Process 0 epoch[22][1600/1885] time 0.705 (0.736) data 0.000 (0.018) loss 1.2419 (0.8804) rank loss 1.1064 (0.7206) offs loss 0.1354 (0.159757) lr 0.00009316
2021-03-28 06:09:29,474 - INFO - Process 0 epoch[22][1700/1885] time 0.726 (0.735) data 0.000 (0.017) loss 0.9274 (0.8817) rank loss 0.7691 (0.7221) offs loss 0.1584 (0.159564) lr 0.00009316
2021-03-28 06:10:41,172 - INFO - Process 0 epoch[22][1800/1885] time 0.712 (0.734) data 0.000 (0.016) loss 0.7470 (0.8837) rank loss 0.6352 (0.7243) offs loss 0.1118 (0.159401) lr 0.00009316
2021-03-28 06:11:46,071 - INFO - evaluating...
2021-03-28 06:12:18,236 - INFO - Process 0 epoch[22][100/170] time 0.231 (0.322) data 0.000 (0.107) loss 2.5487 (2.7078) rank loss 2.0408 (2.2564) offs loss 0.5079 (0.451385) lr 0.00009230
2021-03-28 06:12:34,123 - INFO - train...
2021-03-28 06:14:14,824 - INFO - Process 0 epoch[23][100/1885] time 0.718 (1.007) data 0.000 (0.294) loss 0.8658 (0.8371) rank loss 0.7053 (0.6824) offs loss 0.1605 (0.154715) lr 0.00009230
2021-03-28 06:15:27,661 - INFO - Process 0 epoch[23][200/1885] time 0.715 (0.868) data 0.000 (0.147) loss 0.7658 (0.8417) rank loss 0.6689 (0.6874) offs loss 0.0968 (0.154266) lr 0.00009230
2021-03-28 06:16:39,699 - INFO - Process 0 epoch[23][300/1885] time 0.728 (0.819) data 0.000 (0.098) loss 0.8918 (0.8350) rank loss 0.7086 (0.6805) offs loss 0.1832 (0.154517) lr 0.00009230
2021-03-28 06:17:51,550 - INFO - Process 0 epoch[23][400/1885] time 0.709 (0.794) data 0.000 (0.074) loss 0.9800 (0.8432) rank loss 0.8062 (0.6879) offs loss 0.1738 (0.155318) lr 0.00009230
2021-03-28 06:19:03,293 - INFO - Process 0 epoch[23][500/1885] time 0.710 (0.778) data 0.000 (0.059) loss 0.8349 (0.8437) rank loss 0.6786 (0.6884) offs loss 0.1562 (0.155308) lr 0.00009230
2021-03-28 06:20:15,326 - INFO - Process 0 epoch[23][600/1885] time 0.722 (0.769) data 0.000 (0.049) loss 0.8308 (0.8467) rank loss 0.6580 (0.6914) offs loss 0.1728 (0.155365) lr 0.00009230
2021-03-28 06:21:27,353 - INFO - Process 0 epoch[23][700/1885] time 0.724 (0.762) data 0.000 (0.042) loss 0.8774 (0.8462) rank loss 0.7287 (0.6905) offs loss 0.1487 (0.155723) lr 0.00009230
2021-03-28 06:22:39,430 - INFO - Process 0 epoch[23][800/1885] time 0.731 (0.757) data 0.000 (0.037) loss 0.8919 (0.8443) rank loss 0.6218 (0.6885) offs loss 0.2701 (0.155807) lr 0.00009230
2021-03-28 06:23:51,351 - INFO - Process 0 epoch[23][900/1885] time 0.712 (0.752) data 0.000 (0.033) loss 1.1503 (0.8469) rank loss 1.0035 (0.6916) offs loss 0.1469 (0.155337) lr 0.00009230
2021-03-28 06:25:03,108 - INFO - Process 0 epoch[23][1000/1885] time 0.712 (0.749) data 0.000 (0.030) loss 1.1362 (0.8495) rank loss 0.9390 (0.6932) offs loss 0.1971 (0.156229) lr 0.00009230
2021-03-28 06:26:14,950 - INFO - Process 0 epoch[23][1100/1885] time 0.717 (0.746) data 0.000 (0.027) loss 0.7805 (0.8503) rank loss 0.6298 (0.6939) offs loss 0.1506 (0.156384) lr 0.00009230
2021-03-28 06:27:26,693 - INFO - Process 0 epoch[23][1200/1885] time 0.722 (0.744) data 0.000 (0.025) loss 0.8144 (0.8501) rank loss 0.6554 (0.6936) offs loss 0.1589 (0.156481) lr 0.00009230
2021-03-28 06:28:38,142 - INFO - Process 0 epoch[23][1300/1885] time 0.705 (0.742) data 0.000 (0.023) loss 0.8437 (0.8499) rank loss 0.7100 (0.6934) offs loss 0.1338 (0.156495) lr 0.00009230
2021-03-28 06:29:49,773 - INFO - Process 0 epoch[23][1400/1885] time 0.720 (0.740) data 0.000 (0.021) loss 0.9063 (0.8521) rank loss 0.7436 (0.6955) offs loss 0.1627 (0.156630) lr 0.00009230
2021-03-28 06:31:01,109 - INFO - Process 0 epoch[23][1500/1885] time 0.718 (0.738) data 0.000 (0.020) loss 1.2410 (0.8528) rank loss 1.0200 (0.6959) offs loss 0.2210 (0.156889) lr 0.00009230
2021-03-28 06:32:12,545 - INFO - Process 0 epoch[23][1600/1885] time 0.717 (0.737) data 0.000 (0.019) loss 0.5993 (0.8537) rank loss 0.4636 (0.6968) offs loss 0.1357 (0.156898) lr 0.00009230
2021-03-28 06:33:23,956 - INFO - Process 0 epoch[23][1700/1885] time 0.723 (0.735) data 0.000 (0.017) loss 1.0301 (0.8556) rank loss 0.8823 (0.6986) offs loss 0.1478 (0.157054) lr 0.00009230
2021-03-28 06:34:35,426 - INFO - Process 0 epoch[23][1800/1885] time 0.704 (0.734) data 0.000 (0.016) loss 0.9054 (0.8558) rank loss 0.7419 (0.6991) offs loss 0.1636 (0.156698) lr 0.00009230
2021-03-28 06:35:39,639 - INFO - evaluating...
2021-03-28 06:36:12,027 - INFO - Process 0 epoch[23][100/170] time 0.227 (0.324) data 0.000 (0.107) loss 2.6037 (2.7721) rank loss 2.1687 (2.3375) offs loss 0.4349 (0.434610) lr 0.00009140
2021-03-28 06:36:27,837 - INFO - train...
2021-03-28 06:38:07,462 - INFO - Process 0 epoch[24][100/1885] time 0.722 (0.996) data 0.000 (0.291) loss 0.5651 (0.8185) rank loss 0.4160 (0.6674) offs loss 0.1491 (0.151056) lr 0.00009140
2021-03-28 06:39:19,513 - INFO - Process 0 epoch[24][200/1885] time 0.713 (0.858) data 0.000 (0.145) loss 0.7656 (0.8240) rank loss 0.6475 (0.6748) offs loss 0.1181 (0.149221) lr 0.00009140
2021-03-28 06:40:31,257 - INFO - Process 0 epoch[24][300/1885] time 0.713 (0.811) data 0.000 (0.097) loss 0.8396 (0.8142) rank loss 0.6559 (0.6645) offs loss 0.1837 (0.149671) lr 0.00009140
2021-03-28 06:41:42,983 - INFO - Process 0 epoch[24][400/1885] time 0.735 (0.788) data 0.000 (0.073) loss 0.9178 (0.8145) rank loss 0.7791 (0.6655) offs loss 0.1387 (0.148962) lr 0.00009140
2021-03-28 06:42:54,712 - INFO - Process 0 epoch[24][500/1885] time 0.724 (0.774) data 0.000 (0.058) loss 0.5809 (0.8227) rank loss 0.4430 (0.6724) offs loss 0.1379 (0.150365) lr 0.00009140
2021-03-28 06:44:07,292 - INFO - Process 0 epoch[24][600/1885] time 0.709 (0.766) data 0.000 (0.049) loss 0.8305 (0.8265) rank loss 0.7214 (0.6746) offs loss 0.1091 (0.151895) lr 0.00009140
2021-03-28 06:45:18,874 - INFO - Process 0 epoch[24][700/1885] time 0.718 (0.759) data 0.000 (0.042) loss 0.9877 (0.8289) rank loss 0.8567 (0.6772) offs loss 0.1310 (0.151626) lr 0.00009140
2021-03-28 06:46:30,435 - INFO - Process 0 epoch[24][800/1885] time 0.715 (0.753) data 0.000 (0.037) loss 0.8292 (0.8301) rank loss 0.6611 (0.6777) offs loss 0.1681 (0.152347) lr 0.00009140
2021-03-28 06:47:41,913 - INFO - Process 0 epoch[24][900/1885] time 0.712 (0.749) data 0.000 (0.032) loss 1.0357 (0.8343) rank loss 0.8698 (0.6822) offs loss 0.1659 (0.152103) lr 0.00009140
2021-03-28 06:48:53,254 - INFO - Process 0 epoch[24][1000/1885] time 0.707 (0.745) data 0.000 (0.029) loss 0.8913 (0.8357) rank loss 0.7785 (0.6838) offs loss 0.1128 (0.151867) lr 0.00009140
2021-03-28 06:50:04,605 - INFO - Process 0 epoch[24][1100/1885] time 0.702 (0.743) data 0.000 (0.027) loss 1.1257 (0.8352) rank loss 0.9411 (0.6835) offs loss 0.1845 (0.151676) lr 0.00009140
2021-03-28 06:51:16,072 - INFO - Process 0 epoch[24][1200/1885] time 0.717 (0.740) data 0.000 (0.024) loss 0.7889 (0.8358) rank loss 0.6668 (0.6840) offs loss 0.1220 (0.151792) lr 0.00009140
2021-03-28 06:52:27,567 - INFO - Process 0 epoch[24][1300/1885] time 0.713 (0.738) data 0.000 (0.023) loss 0.8459 (0.8370) rank loss 0.6430 (0.6852) offs loss 0.2029 (0.151793) lr 0.00009140
2021-03-28 06:53:38,914 - INFO - Process 0 epoch[24][1400/1885] time 0.719 (0.736) data 0.000 (0.021) loss 0.7321 (0.8368) rank loss 0.5822 (0.6854) offs loss 0.1499 (0.151383) lr 0.00009140
2021-03-28 06:54:50,314 - INFO - Process 0 epoch[24][1500/1885] time 0.700 (0.735) data 0.000 (0.020) loss 1.0509 (0.8366) rank loss 0.7949 (0.6851) offs loss 0.2561 (0.151463) lr 0.00009140
2021-03-28 06:56:01,684 - INFO - Process 0 epoch[24][1600/1885] time 0.708 (0.734) data 0.000 (0.018) loss 0.7287 (0.8363) rank loss 0.5983 (0.6848) offs loss 0.1304 (0.151504) lr 0.00009140
2021-03-28 06:57:13,099 - INFO - Process 0 epoch[24][1700/1885] time 0.716 (0.732) data 0.000 (0.017) loss 0.8719 (0.8367) rank loss 0.7072 (0.6851) offs loss 0.1648 (0.151648) lr 0.00009140
2021-03-28 06:58:24,380 - INFO - Process 0 epoch[24][1800/1885] time 0.710 (0.731) data 0.000 (0.016) loss 0.9760 (0.8373) rank loss 0.7891 (0.6857) offs loss 0.1869 (0.151624) lr 0.00009140
2021-03-28 06:59:28,089 - INFO - saving model to 25
2021-03-28 06:59:29,246 - INFO - evaluating...
2021-03-28 07:00:07,171 - INFO - Process 0 epoch[24][100/170] time 0.206 (0.379) data 0.000 (0.129) loss 2.8600 (2.7384) rank loss 2.3745 (2.3017) offs loss 0.4855 (0.436700) lr 0.00009045
2021-03-28 07:00:23,000 - INFO - train...
2021-03-28 07:02:01,994 - INFO - Process 0 epoch[25][100/1885] time 0.712 (0.990) data 0.000 (0.283) loss 1.0418 (0.8085) rank loss 0.8900 (0.6631) offs loss 0.1518 (0.145386) lr 0.00009045
2021-03-28 07:03:13,368 - INFO - Process 0 epoch[25][200/1885] time 0.710 (0.852) data 0.000 (0.142) loss 0.7942 (0.7991) rank loss 0.6673 (0.6505) offs loss 0.1269 (0.148581) lr 0.00009045
2021-03-28 07:04:24,739 - INFO - Process 0 epoch[25][300/1885] time 0.717 (0.806) data 0.000 (0.094) loss 0.6911 (0.7972) rank loss 0.5581 (0.6505) offs loss 0.1330 (0.146670) lr 0.00009045
2021-03-28 07:05:36,310 - INFO - Process 0 epoch[25][400/1885] time 0.721 (0.783) data 0.000 (0.071) loss 0.7790 (0.8014) rank loss 0.6654 (0.6546) offs loss 0.1136 (0.146795) lr 0.00009045
2021-03-28 07:06:47,634 - INFO - Process 0 epoch[25][500/1885] time 0.704 (0.769) data 0.000 (0.057) loss 0.5940 (0.8006) rank loss 0.4452 (0.6532) offs loss 0.1489 (0.147407) lr 0.00009045
2021-03-28 07:07:58,979 - INFO - Process 0 epoch[25][600/1885] time 0.705 (0.760) data 0.000 (0.047) loss 0.5417 (0.8027) rank loss 0.3932 (0.6552) offs loss 0.1486 (0.147510) lr 0.00009045
2021-03-28 07:09:10,292 - INFO - Process 0 epoch[25][700/1885] time 0.711 (0.753) data 0.000 (0.041) loss 0.7908 (0.8031) rank loss 0.6624 (0.6558) offs loss 0.1284 (0.147248) lr 0.00009045
2021-03-28 07:10:21,464 - INFO - Process 0 epoch[25][800/1885] time 0.717 (0.748) data 0.000 (0.036) loss 0.8956 (0.8056) rank loss 0.7751 (0.6577) offs loss 0.1204 (0.147933) lr 0.00009045
2021-03-28 07:11:32,964 - INFO - Process 0 epoch[25][900/1885] time 0.708 (0.744) data 0.000 (0.032) loss 0.5978 (0.8056) rank loss 0.4670 (0.6577) offs loss 0.1308 (0.147920) lr 0.00009045
2021-03-28 07:12:44,798 - INFO - Process 0 epoch[25][1000/1885] time 0.726 (0.742) data 0.000 (0.028) loss 0.8428 (0.8079) rank loss 0.7209 (0.6603) offs loss 0.1219 (0.147564) lr 0.00009045
2021-03-28 07:13:56,675 - INFO - Process 0 epoch[25][1100/1885] time 0.707 (0.740) data 0.000 (0.026) loss 0.8356 (0.8097) rank loss 0.6766 (0.6621) offs loss 0.1590 (0.147552) lr 0.00009045
2021-03-28 07:15:07,975 - INFO - Process 0 epoch[25][1200/1885] time 0.711 (0.737) data 0.000 (0.024) loss 0.9029 (0.8105) rank loss 0.7167 (0.6626) offs loss 0.1862 (0.147889) lr 0.00009045
2021-03-28 07:16:19,659 - INFO - Process 0 epoch[25][1300/1885] time 0.728 (0.736) data 0.000 (0.022) loss 0.9954 (0.8101) rank loss 0.8754 (0.6625) offs loss 0.1200 (0.147609) lr 0.00009045
2021-03-28 07:17:31,271 - INFO - Process 0 epoch[25][1400/1885] time 0.712 (0.734) data 0.000 (0.020) loss 0.7490 (0.8115) rank loss 0.5869 (0.6638) offs loss 0.1621 (0.147637) lr 0.00009045
2021-03-28 07:18:42,836 - INFO - Process 0 epoch[25][1500/1885] time 0.699 (0.733) data 0.000 (0.019) loss 0.6180 (0.8116) rank loss 0.4721 (0.6641) offs loss 0.1459 (0.147468) lr 0.00009045
2021-03-28 07:19:54,387 - INFO - Process 0 epoch[25][1600/1885] time 0.711 (0.732) data 0.000 (0.018) loss 0.8918 (0.8141) rank loss 0.6643 (0.6666) offs loss 0.2275 (0.147563) lr 0.00009045
2021-03-28 07:21:05,737 - INFO - Process 0 epoch[25][1700/1885] time 0.716 (0.731) data 0.000 (0.017) loss 0.6696 (0.8148) rank loss 0.5663 (0.6671) offs loss 0.1033 (0.147689) lr 0.00009045
2021-03-28 07:22:17,195 - INFO - Process 0 epoch[25][1800/1885] time 0.734 (0.730) data 0.000 (0.016) loss 0.7485 (0.8152) rank loss 0.6002 (0.6677) offs loss 0.1483 (0.147596) lr 0.00009045
2021-03-28 07:23:20,781 - INFO - evaluating...
2021-03-28 07:23:53,133 - INFO - Process 0 epoch[25][100/170] time 0.228 (0.324) data 0.000 (0.110) loss 2.8055 (2.7706) rank loss 2.2918 (2.3334) offs loss 0.5136 (0.437202) lr 0.00008946
2021-03-28 07:24:08,789 - INFO - train...
2021-03-28 07:25:47,930 - INFO - Process 0 epoch[26][100/1885] time 0.740 (0.991) data 0.000 (0.287) loss 0.7245 (0.7729) rank loss 0.5738 (0.6284) offs loss 0.1507 (0.144450) lr 0.00008946
2021-03-28 07:26:59,906 - INFO - Process 0 epoch[26][200/1885] time 0.728 (0.856) data 0.000 (0.143) loss 0.6018 (0.7633) rank loss 0.4629 (0.6194) offs loss 0.1389 (0.143858) lr 0.00008946
2021-03-28 07:28:11,425 - INFO - Process 0 epoch[26][300/1885] time 0.707 (0.809) data 0.000 (0.096) loss 0.5189 (0.7727) rank loss 0.3836 (0.6270) offs loss 0.1353 (0.145744) lr 0.00008946
2021-03-28 07:29:23,003 - INFO - Process 0 epoch[26][400/1885] time 0.709 (0.786) data 0.000 (0.072) loss 0.7646 (0.7668) rank loss 0.6138 (0.6229) offs loss 0.1508 (0.143956) lr 0.00008946
2021-03-28 07:30:34,626 - INFO - Process 0 epoch[26][500/1885] time 0.723 (0.772) data 0.000 (0.057) loss 0.7936 (0.7718) rank loss 0.6641 (0.6278) offs loss 0.1296 (0.144000) lr 0.00008946
2021-03-28 07:31:46,009 - INFO - Process 0 epoch[26][600/1885] time 0.706 (0.762) data 0.000 (0.048) loss 0.7529 (0.7785) rank loss 0.6286 (0.6351) offs loss 0.1244 (0.143417) lr 0.00008946
2021-03-28 07:32:57,382 - INFO - Process 0 epoch[26][700/1885] time 0.710 (0.755) data 0.000 (0.041) loss 0.6712 (0.7811) rank loss 0.5402 (0.6380) offs loss 0.1310 (0.143060) lr 0.00008946
2021-03-28 07:34:08,919 - INFO - Process 0 epoch[26][800/1885] time 0.710 (0.750) data 0.000 (0.036) loss 0.8172 (0.7855) rank loss 0.6658 (0.6426) offs loss 0.1513 (0.142911) lr 0.00008946
2021-03-28 07:35:20,382 - INFO - Process 0 epoch[26][900/1885] time 0.711 (0.746) data 0.000 (0.032) loss 0.7336 (0.7885) rank loss 0.5551 (0.6456) offs loss 0.1785 (0.142903) lr 0.00008946
2021-03-28 07:36:31,912 - INFO - Process 0 epoch[26][1000/1885] time 0.716 (0.743) data 0.000 (0.029) loss 0.8190 (0.7902) rank loss 0.6805 (0.6468) offs loss 0.1385 (0.143409) lr 0.00008946
2021-03-28 07:37:43,570 - INFO - Process 0 epoch[26][1100/1885] time 0.712 (0.741) data 0.000 (0.026) loss 0.6966 (0.7891) rank loss 0.5352 (0.6459) offs loss 0.1614 (0.143195) lr 0.00008946
2021-03-28 07:38:55,209 - INFO - Process 0 epoch[26][1200/1885] time 0.727 (0.739) data 0.000 (0.024) loss 0.8353 (0.7882) rank loss 0.6867 (0.6449) offs loss 0.1486 (0.143280) lr 0.00008946
2021-03-28 07:40:07,030 - INFO - Process 0 epoch[26][1300/1885] time 0.726 (0.737) data 0.000 (0.022) loss 0.6378 (0.7880) rank loss 0.4718 (0.6441) offs loss 0.1660 (0.143818) lr 0.00008946
2021-03-28 07:41:18,787 - INFO - Process 0 epoch[26][1400/1885] time 0.711 (0.736) data 0.000 (0.021) loss 0.5953 (0.7880) rank loss 0.4308 (0.6439) offs loss 0.1645 (0.144043) lr 0.00008946
2021-03-28 07:42:30,986 - INFO - Process 0 epoch[26][1500/1885] time 0.721 (0.735) data 0.000 (0.019) loss 0.7884 (0.7898) rank loss 0.6826 (0.6458) offs loss 0.1058 (0.143964) lr 0.00008946
2021-03-28 07:43:42,211 - INFO - Process 0 epoch[26][1600/1885] time 0.700 (0.733) data 0.000 (0.018) loss 0.8076 (0.7916) rank loss 0.5918 (0.6473) offs loss 0.2159 (0.144314) lr 0.00008946
2021-03-28 07:44:53,740 - INFO - Process 0 epoch[26][1700/1885] time 0.703 (0.732) data 0.000 (0.017) loss 0.7337 (0.7927) rank loss 0.5311 (0.6482) offs loss 0.2027 (0.144504) lr 0.00008946
2021-03-28 07:46:05,439 - INFO - Process 0 epoch[26][1800/1885] time 0.711 (0.731) data 0.000 (0.016) loss 0.7642 (0.7930) rank loss 0.6515 (0.6486) offs loss 0.1127 (0.144403) lr 0.00008946
2021-03-28 07:47:09,219 - INFO - evaluating...
2021-03-28 07:47:41,783 - INFO - Process 0 epoch[26][100/170] time 0.242 (0.326) data 0.000 (0.109) loss 2.8598 (2.7031) rank loss 2.4524 (2.2733) offs loss 0.4075 (0.429843) lr 0.00008842
2021-03-28 07:47:57,714 - INFO - train...
2021-03-28 07:49:36,985 - INFO - Process 0 epoch[27][100/1885] time 0.726 (0.993) data 0.000 (0.281) loss 0.7204 (0.7576) rank loss 0.6197 (0.6239) offs loss 0.1007 (0.133646) lr 0.00008842
2021-03-28 07:50:49,101 - INFO - Process 0 epoch[27][200/1885] time 0.732 (0.857) data 0.000 (0.140) loss 0.7105 (0.7454) rank loss 0.5760 (0.6101) offs loss 0.1344 (0.135327) lr 0.00008842
2021-03-28 07:52:01,009 - INFO - Process 0 epoch[27][300/1885] time 0.717 (0.811) data 0.000 (0.094) loss 0.9208 (0.7508) rank loss 0.8061 (0.6134) offs loss 0.1146 (0.137356) lr 0.00008842
2021-03-28 07:53:13,064 - INFO - Process 0 epoch[27][400/1885] time 0.720 (0.788) data 0.000 (0.070) loss 0.7526 (0.7553) rank loss 0.5898 (0.6172) offs loss 0.1627 (0.138116) lr 0.00008842
2021-03-28 07:54:24,933 - INFO - Process 0 epoch[27][500/1885] time 0.705 (0.774) data 0.000 (0.056) loss 0.5692 (0.7566) rank loss 0.4452 (0.6177) offs loss 0.1241 (0.138937) lr 0.00008842
2021-03-28 07:55:36,446 - INFO - Process 0 epoch[27][600/1885] time 0.715 (0.765) data 0.000 (0.047) loss 0.7297 (0.7614) rank loss 0.5972 (0.6207) offs loss 0.1325 (0.140742) lr 0.00008842
2021-03-28 07:56:47,878 - INFO - Process 0 epoch[27][700/1885] time 0.704 (0.757) data 0.000 (0.040) loss 0.7700 (0.7640) rank loss 0.6258 (0.6229) offs loss 0.1442 (0.141090) lr 0.00008842
2021-03-28 07:57:59,158 - INFO - Process 0 epoch[27][800/1885] time 0.699 (0.752) data 0.000 (0.035) loss 0.7292 (0.7655) rank loss 0.5702 (0.6246) offs loss 0.1590 (0.140856) lr 0.00008842
2021-03-28 07:59:10,582 - INFO - Process 0 epoch[27][900/1885] time 0.721 (0.748) data 0.000 (0.031) loss 0.7442 (0.7656) rank loss 0.6231 (0.6246) offs loss 0.1212 (0.140985) lr 0.00008842
2021-03-28 08:00:22,272 - INFO - Process 0 epoch[27][1000/1885] time 0.731 (0.745) data 0.000 (0.028) loss 0.6522 (0.7674) rank loss 0.5135 (0.6266) offs loss 0.1387 (0.140813) lr 0.00008842
2021-03-28 08:01:33,872 - INFO - Process 0 epoch[27][1100/1885] time 0.709 (0.742) data 0.000 (0.026) loss 1.0265 (0.7675) rank loss 0.8745 (0.6266) offs loss 0.1520 (0.140919) lr 0.00008842
2021-03-28 08:02:45,591 - INFO - Process 0 epoch[27][1200/1885] time 0.731 (0.740) data 0.000 (0.024) loss 0.8465 (0.7699) rank loss 0.7007 (0.6287) offs loss 0.1458 (0.141264) lr 0.00008842
2021-03-28 08:03:57,325 - INFO - Process 0 epoch[27][1300/1885] time 0.720 (0.738) data 0.000 (0.022) loss 0.7604 (0.7699) rank loss 0.6580 (0.6287) offs loss 0.1024 (0.141182) lr 0.00008842
2021-03-28 08:05:08,985 - INFO - Process 0 epoch[27][1400/1885] time 0.731 (0.737) data 0.000 (0.020) loss 0.6503 (0.7732) rank loss 0.5145 (0.6315) offs loss 0.1359 (0.141654) lr 0.00008842
2021-03-28 08:06:20,799 - INFO - Process 0 epoch[27][1500/1885] time 0.702 (0.735) data 0.000 (0.019) loss 0.8729 (0.7736) rank loss 0.7181 (0.6319) offs loss 0.1548 (0.141636) lr 0.00008842
2021-03-28 08:07:32,298 - INFO - Process 0 epoch[27][1600/1885] time 0.703 (0.734) data 0.000 (0.018) loss 1.1223 (0.7733) rank loss 0.9573 (0.6316) offs loss 0.1650 (0.141671) lr 0.00008842
2021-03-28 08:08:44,214 - INFO - Process 0 epoch[27][1700/1885] time 0.714 (0.733) data 0.000 (0.017) loss 0.6834 (0.7736) rank loss 0.5001 (0.6322) offs loss 0.1833 (0.141460) lr 0.00008842
2021-03-28 08:09:55,617 - INFO - Process 0 epoch[27][1800/1885] time 0.718 (0.732) data 0.000 (0.016) loss 0.7171 (0.7744) rank loss 0.5812 (0.6329) offs loss 0.1360 (0.141413) lr 0.00008842
2021-03-28 08:11:00,573 - INFO - evaluating...
2021-03-28 08:11:33,689 - INFO - Process 0 epoch[27][100/170] time 0.223 (0.331) data 0.000 (0.099) loss 2.7815 (2.7958) rank loss 2.1834 (2.3487) offs loss 0.5981 (0.447090) lr 0.00008734
2021-03-28 08:11:49,284 - INFO - train...
2021-03-28 08:13:29,582 - INFO - Process 0 epoch[28][100/1885] time 0.724 (1.003) data 0.000 (0.298) loss 0.7744 (0.7356) rank loss 0.5789 (0.5998) offs loss 0.1955 (0.135831) lr 0.00008734
2021-03-28 08:14:41,640 - INFO - Process 0 epoch[28][200/1885] time 0.714 (0.862) data 0.000 (0.149) loss 0.8071 (0.7353) rank loss 0.6658 (0.6003) offs loss 0.1413 (0.134957) lr 0.00008734
2021-03-28 08:15:53,298 - INFO - Process 0 epoch[28][300/1885] time 0.714 (0.813) data 0.000 (0.099) loss 0.6889 (0.7392) rank loss 0.5239 (0.6011) offs loss 0.1650 (0.138041) lr 0.00008734
2021-03-28 08:17:04,739 - INFO - Process 0 epoch[28][400/1885] time 0.730 (0.789) data 0.000 (0.075) loss 0.6677 (0.7431) rank loss 0.5512 (0.6058) offs loss 0.1165 (0.137288) lr 0.00008734
2021-03-28 08:18:16,342 - INFO - Process 0 epoch[28][500/1885] time 0.715 (0.774) data 0.000 (0.060) loss 0.5867 (0.7435) rank loss 0.4687 (0.6056) offs loss 0.1181 (0.137869) lr 0.00008734
2021-03-28 08:19:27,689 - INFO - Process 0 epoch[28][600/1885] time 0.716 (0.764) data 0.000 (0.050) loss 0.7139 (0.7450) rank loss 0.5755 (0.6073) offs loss 0.1384 (0.137686) lr 0.00008734
2021-03-28 08:20:39,260 - INFO - Process 0 epoch[28][700/1885] time 0.712 (0.757) data 0.000 (0.043) loss 0.8590 (0.7508) rank loss 0.7324 (0.6126) offs loss 0.1266 (0.138241) lr 0.00008734
2021-03-28 08:21:50,751 - INFO - Process 0 epoch[28][800/1885] time 0.719 (0.752) data 0.000 (0.037) loss 0.6179 (0.7485) rank loss 0.4763 (0.6107) offs loss 0.1415 (0.137771) lr 0.00008734
2021-03-28 08:23:02,122 - INFO - Process 0 epoch[28][900/1885] time 0.709 (0.748) data 0.000 (0.033) loss 0.6833 (0.7484) rank loss 0.5631 (0.6109) offs loss 0.1202 (0.137435) lr 0.00008734
2021-03-28 08:24:13,583 - INFO - Process 0 epoch[28][1000/1885] time 0.714 (0.744) data 0.000 (0.030) loss 0.7062 (0.7508) rank loss 0.5836 (0.6130) offs loss 0.1225 (0.137747) lr 0.00008734
2021-03-28 08:25:25,039 - INFO - Process 0 epoch[28][1100/1885] time 0.706 (0.742) data 0.000 (0.027) loss 0.6241 (0.7535) rank loss 0.5125 (0.6155) offs loss 0.1116 (0.138082) lr 0.00008734
2021-03-28 08:26:36,484 - INFO - Process 0 epoch[28][1200/1885] time 0.732 (0.739) data 0.000 (0.025) loss 0.7225 (0.7545) rank loss 0.5744 (0.6161) offs loss 0.1481 (0.138427) lr 0.00008734
2021-03-28 08:27:48,191 - INFO - Process 0 epoch[28][1300/1885] time 0.697 (0.738) data 0.000 (0.023) loss 0.8480 (0.7557) rank loss 0.6757 (0.6174) offs loss 0.1723 (0.138325) lr 0.00008734
2021-03-28 08:28:59,582 - INFO - Process 0 epoch[28][1400/1885] time 0.705 (0.736) data 0.000 (0.021) loss 0.6345 (0.7550) rank loss 0.5215 (0.6172) offs loss 0.1130 (0.137872) lr 0.00008734
2021-03-28 08:30:11,032 - INFO - Process 0 epoch[28][1500/1885] time 0.732 (0.734) data 0.000 (0.020) loss 0.5766 (0.7547) rank loss 0.4407 (0.6166) offs loss 0.1359 (0.138165) lr 0.00008734
2021-03-28 08:31:22,239 - INFO - Process 0 epoch[28][1600/1885] time 0.709 (0.733) data 0.000 (0.019) loss 0.8760 (0.7539) rank loss 0.7255 (0.6160) offs loss 0.1505 (0.137918) lr 0.00008734
2021-03-28 08:32:33,526 - INFO - Process 0 epoch[28][1700/1885] time 0.710 (0.732) data 0.000 (0.018) loss 0.5820 (0.7547) rank loss 0.4594 (0.6170) offs loss 0.1225 (0.137704) lr 0.00008734
2021-03-28 08:33:44,784 - INFO - Process 0 epoch[28][1800/1885] time 0.720 (0.731) data 0.000 (0.017) loss 1.0365 (0.7547) rank loss 0.8771 (0.6172) offs loss 0.1594 (0.137545) lr 0.00008734
2021-03-28 08:34:48,972 - INFO - evaluating...
2021-03-28 08:35:20,668 - INFO - Process 0 epoch[28][100/170] time 0.219 (0.317) data 0.000 (0.104) loss 2.4707 (2.8055) rank loss 1.9896 (2.3645) offs loss 0.4811 (0.441060) lr 0.00008622
2021-03-28 08:35:36,556 - INFO - train...
2021-03-28 08:37:18,722 - INFO - Process 0 epoch[29][100/1885] time 0.725 (1.022) data 0.000 (0.310) loss 0.9315 (0.7217) rank loss 0.8092 (0.5907) offs loss 0.1223 (0.130936) lr 0.00008622
2021-03-28 08:38:30,809 - INFO - Process 0 epoch[29][200/1885] time 0.721 (0.871) data 0.000 (0.155) loss 0.7890 (0.7261) rank loss 0.6365 (0.5938) offs loss 0.1525 (0.132339) lr 0.00008622
2021-03-28 08:39:42,757 - INFO - Process 0 epoch[29][300/1885] time 0.731 (0.821) data 0.000 (0.103) loss 0.6022 (0.7251) rank loss 0.4757 (0.5929) offs loss 0.1265 (0.132161) lr 0.00008622
2021-03-28 08:40:55,028 - INFO - Process 0 epoch[29][400/1885] time 0.771 (0.796) data 0.000 (0.078) loss 0.6708 (0.7260) rank loss 0.5197 (0.5929) offs loss 0.1511 (0.133132) lr 0.00008622
2021-03-28 08:42:06,927 - INFO - Process 0 epoch[29][500/1885] time 0.737 (0.781) data 0.000 (0.062) loss 0.9601 (0.7287) rank loss 0.8248 (0.5964) offs loss 0.1352 (0.132223) lr 0.00008622
2021-03-28 08:43:18,812 - INFO - Process 0 epoch[29][600/1885] time 0.695 (0.770) data 0.000 (0.052) loss 0.9562 (0.7284) rank loss 0.8124 (0.5962) offs loss 0.1438 (0.132246) lr 0.00008622
2021-03-28 08:44:30,565 - INFO - Process 0 epoch[29][700/1885] time 0.734 (0.763) data 0.000 (0.044) loss 0.7459 (0.7290) rank loss 0.6298 (0.5965) offs loss 0.1160 (0.132409) lr 0.00008622
2021-03-28 08:45:42,348 - INFO - Process 0 epoch[29][800/1885] time 0.713 (0.757) data 0.000 (0.039) loss 0.9016 (0.7280) rank loss 0.7733 (0.5956) offs loss 0.1283 (0.132378) lr 0.00008622
2021-03-28 08:46:53,948 - INFO - Process 0 epoch[29][900/1885] time 0.709 (0.753) data 0.000 (0.035) loss 0.5154 (0.7294) rank loss 0.4042 (0.5967) offs loss 0.1113 (0.132707) lr 0.00008622
2021-03-28 08:48:05,738 - INFO - Process 0 epoch[29][1000/1885] time 0.711 (0.749) data 0.000 (0.031) loss 0.6929 (0.7309) rank loss 0.5663 (0.5980) offs loss 0.1266 (0.132881) lr 0.00008622
2021-03-28 08:49:17,509 - INFO - Process 0 epoch[29][1100/1885] time 0.715 (0.746) data 0.000 (0.028) loss 0.7638 (0.7331) rank loss 0.6116 (0.6002) offs loss 0.1522 (0.132961) lr 0.00008622
2021-03-28 08:50:29,099 - INFO - Process 0 epoch[29][1200/1885] time 0.713 (0.744) data 0.000 (0.026) loss 0.7227 (0.7330) rank loss 0.5842 (0.6000) offs loss 0.1385 (0.132990) lr 0.00008622
2021-03-28 08:51:40,877 - INFO - Process 0 epoch[29][1300/1885] time 0.724 (0.742) data 0.000 (0.024) loss 0.4526 (0.7316) rank loss 0.3488 (0.5987) offs loss 0.1038 (0.132860) lr 0.00008622
2021-03-28 08:52:52,482 - INFO - Process 0 epoch[29][1400/1885] time 0.712 (0.740) data 0.000 (0.022) loss 0.7444 (0.7321) rank loss 0.5965 (0.5989) offs loss 0.1479 (0.133157) lr 0.00008622
2021-03-28 08:54:04,021 - INFO - Process 0 epoch[29][1500/1885] time 0.725 (0.738) data 0.000 (0.021) loss 0.7807 (0.7324) rank loss 0.6331 (0.5994) offs loss 0.1476 (0.132954) lr 0.00008622
2021-03-28 08:55:15,747 - INFO - Process 0 epoch[29][1600/1885] time 0.690 (0.737) data 0.000 (0.020) loss 0.8837 (0.7332) rank loss 0.7474 (0.6001) offs loss 0.1363 (0.133159) lr 0.00008622
2021-03-28 08:56:27,287 - INFO - Process 0 epoch[29][1700/1885] time 0.724 (0.736) data 0.000 (0.018) loss 0.5673 (0.7331) rank loss 0.4566 (0.5998) offs loss 0.1106 (0.133316) lr 0.00008622
2021-03-28 08:57:38,968 - INFO - Process 0 epoch[29][1800/1885] time 0.725 (0.735) data 0.000 (0.017) loss 0.6474 (0.7339) rank loss 0.5216 (0.6004) offs loss 0.1258 (0.133493) lr 0.00008622
2021-03-28 08:58:43,206 - INFO - saving model to 30
2021-03-28 08:58:44,255 - INFO - evaluating...
2021-03-28 08:59:17,170 - INFO - Process 0 epoch[29][100/170] time 0.244 (0.329) data 0.000 (0.104) loss 2.9612 (2.8601) rank loss 2.5135 (2.4274) offs loss 0.4477 (0.432769) lr 0.00008506
2021-03-28 08:59:33,171 - INFO - train...
2021-03-28 09:01:12,873 - INFO - Process 0 epoch[30][100/1885] time 0.720 (0.997) data 0.000 (0.281) loss 0.7225 (0.7078) rank loss 0.5893 (0.5796) offs loss 0.1332 (0.128151) lr 0.00008506
2021-03-28 09:02:24,863 - INFO - Process 0 epoch[30][200/1885] time 0.725 (0.858) data 0.000 (0.140) loss 0.9514 (0.7035) rank loss 0.8408 (0.5754) offs loss 0.1106 (0.128159) lr 0.00008506
2021-03-28 09:03:36,724 - INFO - Process 0 epoch[30][300/1885] time 0.715 (0.812) data 0.000 (0.094) loss 0.6924 (0.7090) rank loss 0.5612 (0.5784) offs loss 0.1312 (0.130560) lr 0.00008506
2021-03-28 09:04:48,431 - INFO - Process 0 epoch[30][400/1885] time 0.716 (0.788) data 0.000 (0.070) loss 0.6461 (0.7081) rank loss 0.5190 (0.5776) offs loss 0.1271 (0.130512) lr 0.00008506
2021-03-28 09:06:00,361 - INFO - Process 0 epoch[30][500/1885] time 0.727 (0.774) data 0.000 (0.056) loss 0.4897 (0.7132) rank loss 0.4199 (0.5821) offs loss 0.0698 (0.131143) lr 0.00008506
2021-03-28 09:07:12,069 - INFO - Process 0 epoch[30][600/1885] time 0.709 (0.765) data 0.000 (0.047) loss 0.6173 (0.7167) rank loss 0.5019 (0.5856) offs loss 0.1154 (0.131102) lr 0.00008506
2021-03-28 09:08:23,637 - INFO - Process 0 epoch[30][700/1885] time 0.706 (0.758) data 0.000 (0.040) loss 0.7352 (0.7163) rank loss 0.5273 (0.5851) offs loss 0.2079 (0.131279) lr 0.00008506
2021-03-28 09:09:35,956 - INFO - Process 0 epoch[30][800/1885] time 0.717 (0.753) data 0.000 (0.035) loss 0.6570 (0.7167) rank loss 0.5061 (0.5849) offs loss 0.1509 (0.131729) lr 0.00008506
2021-03-28 09:10:47,258 - INFO - Process 0 epoch[30][900/1885] time 0.707 (0.749) data 0.000 (0.031) loss 1.0554 (0.7168) rank loss 0.7475 (0.5849) offs loss 0.3079 (0.131885) lr 0.00008506
2021-03-28 09:11:58,452 - INFO - Process 0 epoch[30][1000/1885] time 0.726 (0.745) data 0.000 (0.028) loss 0.6813 (0.7160) rank loss 0.5324 (0.5840) offs loss 0.1489 (0.132001) lr 0.00008506
2021-03-28 09:13:09,869 - INFO - Process 0 epoch[30][1100/1885] time 0.718 (0.742) data 0.000 (0.026) loss 0.5692 (0.7171) rank loss 0.4074 (0.5852) offs loss 0.1618 (0.131893) lr 0.00008506
2021-03-28 09:14:21,219 - INFO - Process 0 epoch[30][1200/1885] time 0.725 (0.740) data 0.000 (0.024) loss 0.8966 (0.7171) rank loss 0.7401 (0.5852) offs loss 0.1565 (0.131881) lr 0.00008506
2021-03-28 09:15:32,725 - INFO - Process 0 epoch[30][1300/1885] time 0.716 (0.738) data 0.000 (0.022) loss 0.5632 (0.7179) rank loss 0.4714 (0.5859) offs loss 0.0918 (0.132057) lr 0.00008506
2021-03-28 09:16:44,056 - INFO - Process 0 epoch[30][1400/1885] time 0.727 (0.736) data 0.000 (0.020) loss 0.7962 (0.7176) rank loss 0.6235 (0.5853) offs loss 0.1728 (0.132348) lr 0.00008506
2021-03-28 09:17:55,766 - INFO - Process 0 epoch[30][1500/1885] time 0.721 (0.735) data 0.000 (0.019) loss 0.5861 (0.7192) rank loss 0.4246 (0.5866) offs loss 0.1615 (0.132558) lr 0.00008506
2021-03-28 09:19:07,429 - INFO - Process 0 epoch[30][1600/1885] time 0.706 (0.734) data 0.000 (0.018) loss 0.6363 (0.7197) rank loss 0.5269 (0.5871) offs loss 0.1093 (0.132589) lr 0.00008506
2021-03-28 09:20:19,017 - INFO - Process 0 epoch[30][1700/1885] time 0.707 (0.733) data 0.000 (0.017) loss 0.6057 (0.7195) rank loss 0.5020 (0.5871) offs loss 0.1036 (0.132386) lr 0.00008506
2021-03-28 09:21:30,489 - INFO - Process 0 epoch[30][1800/1885] time 0.716 (0.732) data 0.000 (0.016) loss 0.8404 (0.7199) rank loss 0.7189 (0.5874) offs loss 0.1216 (0.132491) lr 0.00008506
2021-03-28 09:22:33,903 - INFO - evaluating...
2021-03-28 09:23:08,398 - INFO - Process 0 epoch[30][100/170] time 0.234 (0.345) data 0.000 (0.125) loss 3.4812 (2.9592) rank loss 3.0063 (2.4945) offs loss 0.4749 (0.464725) lr 0.00008386
2021-03-28 09:23:24,508 - INFO - train...
2021-03-28 09:25:05,725 - INFO - Process 0 epoch[31][100/1885] time 0.702 (1.012) data 0.000 (0.305) loss 0.4652 (0.6904) rank loss 0.3667 (0.5655) offs loss 0.0986 (0.124907) lr 0.00008386
2021-03-28 09:26:17,756 - INFO - Process 0 epoch[31][200/1885] time 0.703 (0.866) data 0.000 (0.153) loss 0.6960 (0.6882) rank loss 0.5417 (0.5601) offs loss 0.1543 (0.128139) lr 0.00008386
2021-03-28 09:27:29,376 - INFO - Process 0 epoch[31][300/1885] time 0.699 (0.816) data 0.000 (0.102) loss 0.6146 (0.6882) rank loss 0.5101 (0.5597) offs loss 0.1045 (0.128509) lr 0.00008386
2021-03-28 09:28:41,249 - INFO - Process 0 epoch[31][400/1885] time 0.719 (0.792) data 0.000 (0.076) loss 0.8988 (0.6912) rank loss 0.7269 (0.5627) offs loss 0.1719 (0.128490) lr 0.00008386
2021-03-28 09:29:52,735 - INFO - Process 0 epoch[31][500/1885] time 0.717 (0.776) data 0.000 (0.061) loss 0.7631 (0.6910) rank loss 0.6309 (0.5620) offs loss 0.1322 (0.128958) lr 0.00008386
2021-03-28 09:31:04,274 - INFO - Process 0 epoch[31][600/1885] time 0.700 (0.766) data 0.000 (0.051) loss 0.7703 (0.6938) rank loss 0.6220 (0.5648) offs loss 0.1483 (0.129001) lr 0.00008386
2021-03-28 09:32:16,053 - INFO - Process 0 epoch[31][700/1885] time 0.710 (0.759) data 0.000 (0.044) loss 0.5668 (0.6909) rank loss 0.4497 (0.5630) offs loss 0.1171 (0.127942) lr 0.00008386
2021-03-28 09:33:27,694 - INFO - Process 0 epoch[31][800/1885] time 0.719 (0.754) data 0.000 (0.038) loss 0.7679 (0.6938) rank loss 0.5869 (0.5652) offs loss 0.1810 (0.128549) lr 0.00008386
2021-03-28 09:34:39,409 - INFO - Process 0 epoch[31][900/1885] time 0.728 (0.750) data 0.000 (0.034) loss 0.6245 (0.6960) rank loss 0.4506 (0.5671) offs loss 0.1739 (0.128928) lr 0.00008386
2021-03-28 09:35:51,312 - INFO - Process 0 epoch[31][1000/1885] time 0.722 (0.747) data 0.000 (0.031) loss 0.6158 (0.6963) rank loss 0.4949 (0.5676) offs loss 0.1209 (0.128749) lr 0.00008386
2021-03-28 09:37:03,016 - INFO - Process 0 epoch[31][1100/1885] time 0.721 (0.744) data 0.000 (0.028) loss 0.7037 (0.6975) rank loss 0.5601 (0.5688) offs loss 0.1437 (0.128716) lr 0.00008386
2021-03-28 09:38:15,718 - INFO - Process 0 epoch[31][1200/1885] time 0.727 (0.743) data 0.000 (0.026) loss 0.5088 (0.6980) rank loss 0.3826 (0.5695) offs loss 0.1261 (0.128486) lr 0.00008386
2021-03-28 09:39:27,698 - INFO - Process 0 epoch[31][1300/1885] time 0.717 (0.741) data 0.000 (0.024) loss 0.5716 (0.6987) rank loss 0.4590 (0.5703) offs loss 0.1126 (0.128368) lr 0.00008386
2021-03-28 09:40:39,903 - INFO - Process 0 epoch[31][1400/1885] time 0.729 (0.740) data 0.000 (0.022) loss 0.8057 (0.6996) rank loss 0.6889 (0.5711) offs loss 0.1168 (0.128425) lr 0.00008386
2021-03-28 09:41:52,073 - INFO - Process 0 epoch[31][1500/1885] time 0.720 (0.738) data 0.000 (0.020) loss 0.7978 (0.7004) rank loss 0.6759 (0.5720) offs loss 0.1219 (0.128334) lr 0.00008386
2021-03-28 09:43:03,788 - INFO - Process 0 epoch[31][1600/1885] time 0.707 (0.737) data 0.000 (0.019) loss 0.8977 (0.7020) rank loss 0.7549 (0.5732) offs loss 0.1428 (0.128785) lr 0.00008386
2021-03-28 09:44:15,459 - INFO - Process 0 epoch[31][1700/1885] time 0.721 (0.736) data 0.000 (0.018) loss 0.8432 (0.7032) rank loss 0.7470 (0.5743) offs loss 0.0962 (0.128942) lr 0.00008386
2021-03-28 09:45:27,089 - INFO - Process 0 epoch[31][1800/1885] time 0.719 (0.735) data 0.000 (0.017) loss 0.7410 (0.7050) rank loss 0.6260 (0.5758) offs loss 0.1150 (0.129262) lr 0.00008386
2021-03-28 09:46:31,306 - INFO - evaluating...
2021-03-28 09:47:03,771 - INFO - Process 0 epoch[31][100/170] time 0.238 (0.325) data 0.000 (0.101) loss 3.0992 (2.8994) rank loss 2.5941 (2.4547) offs loss 0.5051 (0.444703) lr 0.00008263
2021-03-28 09:47:19,833 - INFO - train...
2021-03-28 09:48:59,897 - INFO - Process 0 epoch[32][100/1885] time 0.728 (1.001) data 0.000 (0.288) loss 0.5604 (0.6740) rank loss 0.4672 (0.5503) offs loss 0.0931 (0.123691) lr 0.00008263
2021-03-28 09:50:12,036 - INFO - Process 0 epoch[32][200/1885] time 0.709 (0.861) data 0.000 (0.144) loss 0.6783 (0.6792) rank loss 0.5668 (0.5569) offs loss 0.1115 (0.122307) lr 0.00008263
2021-03-28 09:51:23,654 - INFO - Process 0 epoch[32][300/1885] time 0.709 (0.813) data 0.000 (0.096) loss 0.9006 (0.6743) rank loss 0.7686 (0.5495) offs loss 0.1319 (0.124782) lr 0.00008263
2021-03-28 09:52:35,455 - INFO - Process 0 epoch[32][400/1885] time 0.708 (0.789) data 0.000 (0.072) loss 0.8962 (0.6825) rank loss 0.7523 (0.5585) offs loss 0.1438 (0.124013) lr 0.00008263
2021-03-28 09:53:47,070 - INFO - Process 0 epoch[32][500/1885] time 0.712 (0.774) data 0.000 (0.058) loss 0.8597 (0.6861) rank loss 0.7277 (0.5609) offs loss 0.1319 (0.125227) lr 0.00008263
2021-03-28 09:54:58,609 - INFO - Process 0 epoch[32][600/1885] time 0.700 (0.765) data 0.000 (0.048) loss 0.5821 (0.6839) rank loss 0.4508 (0.5584) offs loss 0.1313 (0.125486) lr 0.00008263
2021-03-28 09:56:10,226 - INFO - Process 0 epoch[32][700/1885] time 0.715 (0.758) data 0.000 (0.041) loss 0.8183 (0.6839) rank loss 0.7182 (0.5580) offs loss 0.1001 (0.125889) lr 0.00008263
2021-03-28 09:57:21,852 - INFO - Process 0 epoch[32][800/1885] time 0.721 (0.753) data 0.000 (0.036) loss 0.7109 (0.6873) rank loss 0.5976 (0.5607) offs loss 0.1133 (0.126528) lr 0.00008263
2021-03-28 09:58:33,817 - INFO - Process 0 epoch[32][900/1885] time 0.705 (0.749) data 0.000 (0.032) loss 0.6603 (0.6876) rank loss 0.5060 (0.5611) offs loss 0.1544 (0.126485) lr 0.00008263
2021-03-28 09:59:45,433 - INFO - Process 0 epoch[32][1000/1885] time 0.699 (0.746) data 0.000 (0.029) loss 0.5753 (0.6889) rank loss 0.4531 (0.5622) offs loss 0.1223 (0.126633) lr 0.00008263
2021-03-28 10:00:57,041 - INFO - Process 0 epoch[32][1100/1885] time 0.721 (0.743) data 0.000 (0.026) loss 1.0016 (0.6917) rank loss 0.8797 (0.5649) offs loss 0.1219 (0.126759) lr 0.00008263
2021-03-28 10:02:08,573 - INFO - Process 0 epoch[32][1200/1885] time 0.710 (0.741) data 0.000 (0.024) loss 0.7443 (0.6927) rank loss 0.5941 (0.5656) offs loss 0.1502 (0.127141) lr 0.00008263
2021-03-28 10:03:20,376 - INFO - Process 0 epoch[32][1300/1885] time 0.713 (0.739) data 0.000 (0.022) loss 0.3982 (0.6928) rank loss 0.2972 (0.5655) offs loss 0.1010 (0.127283) lr 0.00008263
2021-03-28 10:04:31,984 - INFO - Process 0 epoch[32][1400/1885] time 0.733 (0.737) data 0.000 (0.021) loss 0.7086 (0.6927) rank loss 0.5249 (0.5653) offs loss 0.1837 (0.127411) lr 0.00008263
2021-03-28 10:05:43,664 - INFO - Process 0 epoch[32][1500/1885] time 0.710 (0.736) data 0.000 (0.019) loss 0.7296 (0.6939) rank loss 0.5832 (0.5666) offs loss 0.1464 (0.127234) lr 0.00008263
2021-03-28 10:06:55,745 - INFO - Process 0 epoch[32][1600/1885] time 0.732 (0.735) data 0.000 (0.018) loss 0.5780 (0.6945) rank loss 0.4485 (0.5674) offs loss 0.1294 (0.127071) lr 0.00008263
2021-03-28 10:08:07,749 - INFO - Process 0 epoch[32][1700/1885] time 0.720 (0.734) data 0.000 (0.017) loss 0.6881 (0.6952) rank loss 0.5756 (0.5679) offs loss 0.1125 (0.127356) lr 0.00008263
2021-03-28 10:09:19,549 - INFO - Process 0 epoch[32][1800/1885] time 0.728 (0.733) data 0.000 (0.016) loss 0.6994 (0.6955) rank loss 0.5814 (0.5682) offs loss 0.1180 (0.127263) lr 0.00008263
2021-03-28 10:10:24,590 - INFO - evaluating...
2021-03-28 10:10:57,203 - INFO - Process 0 epoch[32][100/170] time 0.223 (0.326) data 0.000 (0.105) loss 2.9017 (2.9348) rank loss 2.4058 (2.4969) offs loss 0.4958 (0.437900) lr 0.00008136
2021-03-28 10:11:13,372 - INFO - train...
2021-03-28 10:12:54,024 - INFO - Process 0 epoch[33][100/1885] time 0.723 (1.007) data 0.000 (0.289) loss 0.6878 (0.6797) rank loss 0.5706 (0.5531) offs loss 0.1172 (0.126687) lr 0.00008136
2021-03-28 10:14:05,743 - INFO - Process 0 epoch[33][200/1885] time 0.718 (0.862) data 0.000 (0.145) loss 0.6654 (0.6721) rank loss 0.5120 (0.5483) offs loss 0.1534 (0.123808) lr 0.00008136
2021-03-28 10:15:17,484 - INFO - Process 0 epoch[33][300/1885] time 0.720 (0.814) data 0.000 (0.097) loss 0.7817 (0.6713) rank loss 0.6715 (0.5474) offs loss 0.1102 (0.123880) lr 0.00008136
2021-03-28 10:16:29,038 - INFO - Process 0 epoch[33][400/1885] time 0.725 (0.789) data 0.000 (0.072) loss 0.6966 (0.6720) rank loss 0.5633 (0.5463) offs loss 0.1333 (0.125753) lr 0.00008136
2021-03-28 10:17:40,513 - INFO - Process 0 epoch[33][500/1885] time 0.697 (0.774) data 0.000 (0.058) loss 0.6877 (0.6732) rank loss 0.5526 (0.5470) offs loss 0.1351 (0.126241) lr 0.00008136
2021-03-28 10:18:52,223 - INFO - Process 0 epoch[33][600/1885] time 0.711 (0.765) data 0.000 (0.048) loss 0.5994 (0.6753) rank loss 0.4983 (0.5489) offs loss 0.1011 (0.126421) lr 0.00008136
2021-03-28 10:20:03,845 - INFO - Process 0 epoch[33][700/1885] time 0.724 (0.758) data 0.000 (0.041) loss 0.7763 (0.6744) rank loss 0.6705 (0.5480) offs loss 0.1058 (0.126366) lr 0.00008136
2021-03-28 10:21:15,640 - INFO - Process 0 epoch[33][800/1885] time 0.713 (0.753) data 0.000 (0.036) loss 0.5417 (0.6734) rank loss 0.4420 (0.5479) offs loss 0.0997 (0.125518) lr 0.00008136
2021-03-28 10:22:27,547 - INFO - Process 0 epoch[33][900/1885] time 0.715 (0.749) data 0.000 (0.032) loss 0.5341 (0.6738) rank loss 0.4375 (0.5485) offs loss 0.0966 (0.125388) lr 0.00008136
2021-03-28 10:23:39,392 - INFO - Process 0 epoch[33][1000/1885] time 0.713 (0.746) data 0.000 (0.029) loss 0.6131 (0.6744) rank loss 0.4837 (0.5493) offs loss 0.1294 (0.125138) lr 0.00008136
2021-03-28 10:24:50,898 - INFO - Process 0 epoch[33][1100/1885] time 0.719 (0.743) data 0.000 (0.026) loss 0.4259 (0.6766) rank loss 0.3064 (0.5516) offs loss 0.1195 (0.125016) lr 0.00008136
2021-03-28 10:26:02,513 - INFO - Process 0 epoch[33][1200/1885] time 0.714 (0.741) data 0.000 (0.024) loss 0.5727 (0.6757) rank loss 0.4244 (0.5510) offs loss 0.1484 (0.124718) lr 0.00008136
2021-03-28 10:27:13,934 - INFO - Process 0 epoch[33][1300/1885] time 0.710 (0.739) data 0.000 (0.022) loss 0.7015 (0.6765) rank loss 0.5830 (0.5518) offs loss 0.1185 (0.124674) lr 0.00008136
2021-03-28 10:28:25,678 - INFO - Process 0 epoch[33][1400/1885] time 0.706 (0.737) data 0.000 (0.021) loss 0.6414 (0.6773) rank loss 0.5134 (0.5525) offs loss 0.1280 (0.124777) lr 0.00008136
2021-03-28 10:29:37,263 - INFO - Process 0 epoch[33][1500/1885] time 0.712 (0.736) data 0.000 (0.019) loss 0.7611 (0.6774) rank loss 0.6746 (0.5528) offs loss 0.0866 (0.124657) lr 0.00008136
2021-03-28 10:30:49,129 - INFO - Process 0 epoch[33][1600/1885] time 0.713 (0.735) data 0.000 (0.018) loss 0.7948 (0.6773) rank loss 0.6800 (0.5528) offs loss 0.1148 (0.124472) lr 0.00008136
2021-03-28 10:32:01,017 - INFO - Process 0 epoch[33][1700/1885] time 0.715 (0.734) data 0.000 (0.017) loss 0.7124 (0.6780) rank loss 0.5566 (0.5535) offs loss 0.1558 (0.124474) lr 0.00008136
2021-03-28 10:33:12,639 - INFO - Process 0 epoch[33][1800/1885] time 0.726 (0.733) data 0.000 (0.016) loss 0.9318 (0.6790) rank loss 0.7817 (0.5548) offs loss 0.1501 (0.124231) lr 0.00008136
2021-03-28 10:34:17,237 - INFO - evaluating...
2021-03-28 10:34:49,733 - INFO - Process 0 epoch[33][100/170] time 0.243 (0.325) data 0.000 (0.104) loss 2.6290 (2.9496) rank loss 2.1182 (2.5079) offs loss 0.5108 (0.441700) lr 0.00008005
2021-03-28 10:35:05,940 - INFO - train...
2021-03-28 10:36:47,095 - INFO - Process 0 epoch[34][100/1885] time 0.718 (1.012) data 0.000 (0.297) loss 0.7904 (0.6386) rank loss 0.6817 (0.5187) offs loss 0.1087 (0.119973) lr 0.00008005
2021-03-28 10:37:59,424 - INFO - Process 0 epoch[34][200/1885] time 0.715 (0.867) data 0.000 (0.149) loss 0.7558 (0.6499) rank loss 0.5952 (0.5297) offs loss 0.1606 (0.120160) lr 0.00008005
2021-03-28 10:39:11,465 - INFO - Process 0 epoch[34][300/1885] time 0.722 (0.818) data 0.000 (0.099) loss 0.6689 (0.6492) rank loss 0.5776 (0.5300) offs loss 0.0914 (0.119245) lr 0.00008005
2021-03-28 10:40:23,299 - INFO - Process 0 epoch[34][400/1885] time 0.710 (0.793) data 0.000 (0.074) loss 0.6873 (0.6508) rank loss 0.5593 (0.5309) offs loss 0.1280 (0.119911) lr 0.00008005
2021-03-28 10:41:34,945 - INFO - Process 0 epoch[34][500/1885] time 0.720 (0.778) data 0.000 (0.060) loss 0.5532 (0.6511) rank loss 0.4521 (0.5308) offs loss 0.1011 (0.120358) lr 0.00008005
2021-03-28 10:42:46,599 - INFO - Process 0 epoch[34][600/1885] time 0.713 (0.768) data 0.000 (0.050) loss 0.6343 (0.6499) rank loss 0.5134 (0.5295) offs loss 0.1208 (0.120416) lr 0.00008005
2021-03-28 10:43:58,327 - INFO - Process 0 epoch[34][700/1885] time 0.709 (0.761) data 0.000 (0.043) loss 0.5231 (0.6516) rank loss 0.4420 (0.5311) offs loss 0.0811 (0.120458) lr 0.00008005
2021-03-28 10:45:10,248 - INFO - Process 0 epoch[34][800/1885] time 0.715 (0.755) data 0.000 (0.037) loss 0.4838 (0.6542) rank loss 0.3609 (0.5334) offs loss 0.1229 (0.120870) lr 0.00008005
2021-03-28 10:46:21,776 - INFO - Process 0 epoch[34][900/1885] time 0.728 (0.751) data 0.000 (0.033) loss 0.8701 (0.6540) rank loss 0.7698 (0.5331) offs loss 0.1003 (0.120860) lr 0.00008005
2021-03-28 10:47:33,545 - INFO - Process 0 epoch[34][1000/1885] time 0.736 (0.748) data 0.000 (0.030) loss 0.7702 (0.6558) rank loss 0.6299 (0.5350) offs loss 0.1403 (0.120824) lr 0.00008005
2021-03-28 10:48:45,321 - INFO - Process 0 epoch[34][1100/1885] time 0.706 (0.745) data 0.000 (0.027) loss 0.8084 (0.6576) rank loss 0.6759 (0.5367) offs loss 0.1325 (0.120872) lr 0.00008005
2021-03-28 10:49:56,996 - INFO - Process 0 epoch[34][1200/1885] time 0.703 (0.743) data 0.000 (0.025) loss 0.6066 (0.6573) rank loss 0.4903 (0.5366) offs loss 0.1163 (0.120716) lr 0.00008005
2021-03-28 10:51:08,960 - INFO - Process 0 epoch[34][1300/1885] time 0.713 (0.741) data 0.000 (0.023) loss 0.6202 (0.6585) rank loss 0.5041 (0.5377) offs loss 0.1161 (0.120878) lr 0.00008005
2021-03-28 10:52:20,697 - INFO - Process 0 epoch[34][1400/1885] time 0.704 (0.739) data 0.000 (0.021) loss 0.6681 (0.6582) rank loss 0.5615 (0.5373) offs loss 0.1066 (0.120939) lr 0.00008005
2021-03-28 10:53:32,316 - INFO - Process 0 epoch[34][1500/1885] time 0.704 (0.738) data 0.000 (0.020) loss 0.6655 (0.6605) rank loss 0.5225 (0.5396) offs loss 0.1431 (0.120954) lr 0.00008005
2021-03-28 10:54:44,002 - INFO - Process 0 epoch[34][1600/1885] time 0.731 (0.736) data 0.000 (0.019) loss 0.6573 (0.6598) rank loss 0.5069 (0.5391) offs loss 0.1504 (0.120739) lr 0.00008005
2021-03-28 10:55:55,688 - INFO - Process 0 epoch[34][1700/1885] time 0.706 (0.735) data 0.000 (0.018) loss 0.8783 (0.6603) rank loss 0.7276 (0.5394) offs loss 0.1506 (0.120922) lr 0.00008005
2021-03-28 10:57:07,315 - INFO - Process 0 epoch[34][1800/1885] time 0.717 (0.734) data 0.000 (0.017) loss 0.4876 (0.6605) rank loss 0.3544 (0.5396) offs loss 0.1332 (0.120851) lr 0.00008005
2021-03-28 10:58:11,557 - INFO - saving model to 35
2021-03-28 10:58:12,557 - INFO - evaluating...
2021-03-28 10:58:45,468 - INFO - Process 0 epoch[34][100/170] time 0.206 (0.329) data 0.000 (0.103) loss 2.8943 (3.0248) rank loss 2.3790 (2.5772) offs loss 0.5154 (0.447565) lr 0.00007872
2021-03-28 10:59:01,599 - INFO - train...
2021-03-28 11:00:42,440 - INFO - Process 0 epoch[35][100/1885] time 0.723 (1.008) data 0.000 (0.300) loss 0.6215 (0.6469) rank loss 0.5023 (0.5271) offs loss 0.1192 (0.119854) lr 0.00007872
2021-03-28 11:01:54,785 - INFO - Process 0 epoch[35][200/1885] time 0.700 (0.866) data 0.000 (0.150) loss 0.5313 (0.6337) rank loss 0.4125 (0.5169) offs loss 0.1188 (0.116744) lr 0.00007872
2021-03-28 11:03:06,771 - INFO - Process 0 epoch[35][300/1885] time 0.727 (0.817) data 0.000 (0.100) loss 0.4842 (0.6309) rank loss 0.3946 (0.5145) offs loss 0.0896 (0.116343) lr 0.00007872
2021-03-28 11:04:18,462 - INFO - Process 0 epoch[35][400/1885] time 0.725 (0.792) data 0.000 (0.075) loss 0.6477 (0.6377) rank loss 0.5494 (0.5204) offs loss 0.0983 (0.117236) lr 0.00007872
2021-03-28 11:05:30,870 - INFO - Process 0 epoch[35][500/1885] time 0.729 (0.779) data 0.000 (0.060) loss 0.5819 (0.6392) rank loss 0.4516 (0.5218) offs loss 0.1303 (0.117313) lr 0.00007872
2021-03-28 11:06:42,702 - INFO - Process 0 epoch[35][600/1885] time 0.739 (0.768) data 0.001 (0.050) loss 0.7185 (0.6406) rank loss 0.6142 (0.5231) offs loss 0.1043 (0.117514) lr 0.00007872
2021-03-28 11:07:54,573 - INFO - Process 0 epoch[35][700/1885] time 0.715 (0.761) data 0.000 (0.043) loss 0.6896 (0.6423) rank loss 0.5720 (0.5241) offs loss 0.1176 (0.118176) lr 0.00007872
2021-03-28 11:09:06,374 - INFO - Process 0 epoch[35][800/1885] time 0.715 (0.756) data 0.000 (0.038) loss 0.4167 (0.6425) rank loss 0.3053 (0.5246) offs loss 0.1114 (0.117907) lr 0.00007872
2021-03-28 11:10:18,127 - INFO - Process 0 epoch[35][900/1885] time 0.717 (0.752) data 0.000 (0.033) loss 1.0048 (0.6449) rank loss 0.8866 (0.5268) offs loss 0.1182 (0.118022) lr 0.00007872
2021-03-28 11:11:29,780 - INFO - Process 0 epoch[35][1000/1885] time 0.726 (0.748) data 0.000 (0.030) loss 0.4811 (0.6462) rank loss 0.3655 (0.5282) offs loss 0.1156 (0.118075) lr 0.00007872
2021-03-28 11:12:41,295 - INFO - Process 0 epoch[35][1100/1885] time 0.708 (0.745) data 0.000 (0.027) loss 0.4655 (0.6455) rank loss 0.3640 (0.5275) offs loss 0.1016 (0.117980) lr 0.00007872
2021-03-28 11:13:52,779 - INFO - Process 0 epoch[35][1200/1885] time 0.711 (0.743) data 0.000 (0.025) loss 0.5875 (0.6485) rank loss 0.4626 (0.5304) offs loss 0.1248 (0.118137) lr 0.00007872
2021-03-28 11:15:04,312 - INFO - Process 0 epoch[35][1300/1885] time 0.735 (0.741) data 0.000 (0.023) loss 0.6393 (0.6506) rank loss 0.5202 (0.5320) offs loss 0.1191 (0.118550) lr 0.00007872
2021-03-28 11:16:15,946 - INFO - Process 0 epoch[35][1400/1885] time 0.712 (0.739) data 0.000 (0.022) loss 0.7258 (0.6506) rank loss 0.5957 (0.5321) offs loss 0.1302 (0.118493) lr 0.00007872
2021-03-28 11:17:27,608 - INFO - Process 0 epoch[35][1500/1885] time 0.706 (0.737) data 0.000 (0.020) loss 0.4734 (0.6508) rank loss 0.3646 (0.5324) offs loss 0.1088 (0.118317) lr 0.00007872
2021-03-28 11:18:39,254 - INFO - Process 0 epoch[35][1600/1885] time 0.734 (0.736) data 0.000 (0.019) loss 0.7364 (0.6517) rank loss 0.6038 (0.5331) offs loss 0.1326 (0.118587) lr 0.00007872
2021-03-28 11:19:51,286 - INFO - Process 0 epoch[35][1700/1885] time 0.707 (0.735) data 0.000 (0.018) loss 0.6216 (0.6515) rank loss 0.4938 (0.5330) offs loss 0.1278 (0.118451) lr 0.00007872
2021-03-28 11:21:03,144 - INFO - Process 0 epoch[35][1800/1885] time 0.702 (0.734) data 0.000 (0.017) loss 0.7002 (0.6519) rank loss 0.5877 (0.5335) offs loss 0.1125 (0.118430) lr 0.00007872
2021-03-28 11:22:07,419 - INFO - evaluating...
2021-03-28 11:22:39,627 - INFO - Process 0 epoch[35][100/170] time 0.247 (0.322) data 0.000 (0.101) loss 2.9779 (2.9784) rank loss 2.5355 (2.5395) offs loss 0.4424 (0.438953) lr 0.00007735
2021-03-28 11:22:55,725 - INFO - train...
2021-03-28 11:24:35,687 - INFO - Process 0 epoch[36][100/1885] time 0.712 (1.000) data 0.000 (0.294) loss 0.5187 (0.6330) rank loss 0.3928 (0.5184) offs loss 0.1259 (0.114558) lr 0.00007735
2021-03-28 11:25:47,532 - INFO - Process 0 epoch[36][200/1885] time 0.721 (0.859) data 0.000 (0.147) loss 0.5132 (0.6303) rank loss 0.4102 (0.5142) offs loss 0.1030 (0.116096) lr 0.00007735
2021-03-28 11:26:58,926 - INFO - Process 0 epoch[36][300/1885] time 0.708 (0.811) data 0.000 (0.098) loss 0.7700 (0.6286) rank loss 0.6100 (0.5127) offs loss 0.1600 (0.115972) lr 0.00007735
2021-03-28 11:28:10,327 - INFO - Process 0 epoch[36][400/1885] time 0.712 (0.786) data 0.000 (0.074) loss 0.6580 (0.6324) rank loss 0.5444 (0.5171) offs loss 0.1136 (0.115256) lr 0.00007735
2021-03-28 11:29:21,759 - INFO - Process 0 epoch[36][500/1885] time 0.709 (0.772) data 0.000 (0.059) loss 0.5835 (0.6346) rank loss 0.4987 (0.5194) offs loss 0.0848 (0.115244) lr 0.00007735
2021-03-28 11:30:33,508 - INFO - Process 0 epoch[36][600/1885] time 0.714 (0.763) data 0.000 (0.049) loss 0.5564 (0.6386) rank loss 0.4387 (0.5233) offs loss 0.1178 (0.115363) lr 0.00007735
2021-03-28 11:31:44,934 - INFO - Process 0 epoch[36][700/1885] time 0.722 (0.756) data 0.000 (0.042) loss 0.7409 (0.6363) rank loss 0.6263 (0.5211) offs loss 0.1146 (0.115253) lr 0.00007735
2021-03-28 11:32:56,338 - INFO - Process 0 epoch[36][800/1885] time 0.723 (0.751) data 0.000 (0.037) loss 0.4868 (0.6345) rank loss 0.4110 (0.5188) offs loss 0.0758 (0.115638) lr 0.00007735
2021-03-28 11:34:08,543 - INFO - Process 0 epoch[36][900/1885] time 0.740 (0.748) data 0.000 (0.033) loss 0.6896 (0.6358) rank loss 0.5549 (0.5201) offs loss 0.1348 (0.115748) lr 0.00007735
2021-03-28 11:35:20,321 - INFO - Process 0 epoch[36][1000/1885] time 0.732 (0.745) data 0.000 (0.030) loss 0.5424 (0.6365) rank loss 0.4722 (0.5206) offs loss 0.0702 (0.115940) lr 0.00007735
2021-03-28 11:36:31,790 - INFO - Process 0 epoch[36][1100/1885] time 0.706 (0.742) data 0.000 (0.027) loss 0.7146 (0.6378) rank loss 0.6268 (0.5220) offs loss 0.0878 (0.115799) lr 0.00007735
2021-03-28 11:37:43,420 - INFO - Process 0 epoch[36][1200/1885] time 0.710 (0.740) data 0.000 (0.025) loss 0.4910 (0.6394) rank loss 0.3901 (0.5232) offs loss 0.1008 (0.116144) lr 0.00007735
2021-03-28 11:38:55,130 - INFO - Process 0 epoch[36][1300/1885] time 0.754 (0.738) data 0.000 (0.023) loss 0.6628 (0.6394) rank loss 0.5606 (0.5233) offs loss 0.1022 (0.116105) lr 0.00007735
2021-03-28 11:40:06,593 - INFO - Process 0 epoch[36][1400/1885] time 0.716 (0.736) data 0.003 (0.021) loss 0.5178 (0.6391) rank loss 0.4040 (0.5228) offs loss 0.1138 (0.116223) lr 0.00007735
2021-03-28 11:41:18,165 - INFO - Process 0 epoch[36][1500/1885] time 0.713 (0.735) data 0.000 (0.020) loss 0.5197 (0.6388) rank loss 0.3976 (0.5226) offs loss 0.1221 (0.116222) lr 0.00007735
2021-03-28 11:42:29,499 - INFO - Process 0 epoch[36][1600/1885] time 0.712 (0.734) data 0.000 (0.019) loss 0.6905 (0.6394) rank loss 0.5665 (0.5230) offs loss 0.1240 (0.116363) lr 0.00007735
2021-03-28 11:43:41,069 - INFO - Process 0 epoch[36][1700/1885] time 0.702 (0.733) data 0.001 (0.017) loss 0.8233 (0.6405) rank loss 0.6709 (0.5240) offs loss 0.1524 (0.116534) lr 0.00007735
2021-03-28 11:44:52,538 - INFO - Process 0 epoch[36][1800/1885] time 0.724 (0.732) data 0.000 (0.016) loss 0.8081 (0.6418) rank loss 0.6830 (0.5252) offs loss 0.1251 (0.116619) lr 0.00007735
2021-03-28 11:45:57,137 - INFO - evaluating...
2021-03-28 11:46:30,766 - INFO - Process 0 epoch[36][100/170] time 0.209 (0.336) data 0.000 (0.120) loss 2.9340 (3.0260) rank loss 2.4934 (2.5856) offs loss 0.4407 (0.440346) lr 0.00007595
2021-03-28 11:46:46,238 - INFO - train...
2021-03-28 11:48:26,826 - INFO - Process 0 epoch[37][100/1885] time 0.701 (1.006) data 0.000 (0.298) loss 0.5636 (0.6267) rank loss 0.4357 (0.5118) offs loss 0.1279 (0.114896) lr 0.00007595
2021-03-28 11:49:38,765 - INFO - Process 0 epoch[37][200/1885] time 0.715 (0.863) data 0.000 (0.149) loss 0.7583 (0.6189) rank loss 0.6194 (0.5051) offs loss 0.1390 (0.113831) lr 0.00007595
2021-03-28 11:50:50,231 - INFO - Process 0 epoch[37][300/1885] time 0.709 (0.813) data 0.000 (0.100) loss 0.7003 (0.6249) rank loss 0.5955 (0.5117) offs loss 0.1048 (0.113292) lr 0.00007595
2021-03-28 11:52:01,594 - INFO - Process 0 epoch[37][400/1885] time 0.732 (0.788) data 0.000 (0.075) loss 0.7406 (0.6194) rank loss 0.6485 (0.5068) offs loss 0.0921 (0.112587) lr 0.00007595
2021-03-28 11:53:13,185 - INFO - Process 0 epoch[37][500/1885] time 0.713 (0.774) data 0.000 (0.060) loss 0.6573 (0.6202) rank loss 0.5420 (0.5077) offs loss 0.1153 (0.112526) lr 0.00007595
2021-03-28 11:54:24,663 - INFO - Process 0 epoch[37][600/1885] time 0.718 (0.764) data 0.000 (0.050) loss 0.5882 (0.6233) rank loss 0.4728 (0.5115) offs loss 0.1154 (0.111791) lr 0.00007595
2021-03-28 11:55:36,208 - INFO - Process 0 epoch[37][700/1885] time 0.725 (0.757) data 0.000 (0.043) loss 0.4555 (0.6203) rank loss 0.3571 (0.5080) offs loss 0.0984 (0.112243) lr 0.00007595
2021-03-28 11:56:47,797 - INFO - Process 0 epoch[37][800/1885] time 0.700 (0.752) data 0.000 (0.037) loss 0.6904 (0.6222) rank loss 0.6024 (0.5092) offs loss 0.0881 (0.112968) lr 0.00007595
2021-03-28 11:57:59,245 - INFO - Process 0 epoch[37][900/1885] time 0.696 (0.748) data 0.000 (0.033) loss 0.5280 (0.6219) rank loss 0.4137 (0.5093) offs loss 0.1143 (0.112618) lr 0.00007595
2021-03-28 11:59:10,557 - INFO - Process 0 epoch[37][1000/1885] time 0.715 (0.744) data 0.000 (0.030) loss 0.8159 (0.6225) rank loss 0.6835 (0.5104) offs loss 0.1324 (0.112033) lr 0.00007595
2021-03-28 12:00:22,007 - INFO - Process 0 epoch[37][1100/1885] time 0.712 (0.742) data 0.000 (0.027) loss 0.7084 (0.6223) rank loss 0.5668 (0.5102) offs loss 0.1416 (0.112039) lr 0.00007595
2021-03-28 12:01:33,394 - INFO - Process 0 epoch[37][1200/1885] time 0.708 (0.739) data 0.000 (0.025) loss 0.6054 (0.6215) rank loss 0.4938 (0.5094) offs loss 0.1117 (0.112123) lr 0.00007595
2021-03-28 12:02:45,037 - INFO - Process 0 epoch[37][1300/1885] time 0.706 (0.738) data 0.000 (0.023) loss 0.5839 (0.6226) rank loss 0.4812 (0.5103) offs loss 0.1027 (0.112317) lr 0.00007595
2021-03-28 12:03:56,985 - INFO - Process 0 epoch[37][1400/1885] time 0.710 (0.736) data 0.000 (0.021) loss 0.4144 (0.6225) rank loss 0.3104 (0.5104) offs loss 0.1040 (0.112134) lr 0.00007595
2021-03-28 12:05:08,392 - INFO - Process 0 epoch[37][1500/1885] time 0.741 (0.735) data 0.000 (0.020) loss 0.5646 (0.6227) rank loss 0.4748 (0.5105) offs loss 0.0898 (0.112238) lr 0.00007595
2021-03-28 12:06:19,919 - INFO - Process 0 epoch[37][1600/1885] time 0.747 (0.734) data 0.000 (0.019) loss 0.6803 (0.6239) rank loss 0.5860 (0.5115) offs loss 0.0943 (0.112406) lr 0.00007595
2021-03-28 12:07:31,210 - INFO - Process 0 epoch[37][1700/1885] time 0.707 (0.732) data 0.000 (0.018) loss 0.5166 (0.6243) rank loss 0.4241 (0.5117) offs loss 0.0925 (0.112564) lr 0.00007595
2021-03-28 12:08:42,444 - INFO - Process 0 epoch[37][1800/1885] time 0.704 (0.731) data 0.000 (0.017) loss 0.7292 (0.6253) rank loss 0.6312 (0.5126) offs loss 0.0980 (0.112611) lr 0.00007595
2021-03-28 12:09:46,182 - INFO - evaluating...
2021-03-28 12:10:18,277 - INFO - Process 0 epoch[37][100/170] time 0.201 (0.321) data 0.000 (0.106) loss 3.4204 (3.0413) rank loss 2.9748 (2.5983) offs loss 0.4456 (0.443033) lr 0.00007452
2021-03-28 12:10:34,159 - INFO - train...
2021-03-28 12:12:14,505 - INFO - Process 0 epoch[38][100/1885] time 0.743 (1.003) data 0.000 (0.294) loss 0.6901 (0.6114) rank loss 0.5511 (0.4991) offs loss 0.1390 (0.112300) lr 0.00007452
2021-03-28 12:13:26,637 - INFO - Process 0 epoch[38][200/1885] time 0.712 (0.862) data 0.000 (0.147) loss 0.4843 (0.6094) rank loss 0.3902 (0.4987) offs loss 0.0941 (0.110728) lr 0.00007452
2021-03-28 12:14:38,463 - INFO - Process 0 epoch[38][300/1885] time 0.725 (0.814) data 0.000 (0.098) loss 0.6511 (0.6134) rank loss 0.5262 (0.5024) offs loss 0.1248 (0.110918) lr 0.00007452
2021-03-28 12:15:50,229 - INFO - Process 0 epoch[38][400/1885] time 0.734 (0.790) data 0.000 (0.074) loss 0.5355 (0.6147) rank loss 0.4006 (0.5046) offs loss 0.1349 (0.110116) lr 0.00007452
2021-03-28 12:17:02,023 - INFO - Process 0 epoch[38][500/1885] time 0.711 (0.776) data 0.000 (0.059) loss 0.5841 (0.6133) rank loss 0.4917 (0.5034) offs loss 0.0925 (0.109937) lr 0.00007452
2021-03-28 12:18:13,484 - INFO - Process 0 epoch[38][600/1885] time 0.728 (0.766) data 0.000 (0.049) loss 0.6620 (0.6143) rank loss 0.5541 (0.5045) offs loss 0.1078 (0.109799) lr 0.00007452
2021-03-28 12:19:25,024 - INFO - Process 0 epoch[38][700/1885] time 0.714 (0.758) data 0.000 (0.042) loss 0.5732 (0.6157) rank loss 0.4667 (0.5053) offs loss 0.1065 (0.110413) lr 0.00007452
2021-03-28 12:20:36,521 - INFO - Process 0 epoch[38][800/1885] time 0.711 (0.753) data 0.000 (0.037) loss 0.7294 (0.6182) rank loss 0.6296 (0.5079) offs loss 0.0998 (0.110319) lr 0.00007452
2021-03-28 12:21:47,904 - INFO - Process 0 epoch[38][900/1885] time 0.699 (0.749) data 0.000 (0.033) loss 0.5927 (0.6168) rank loss 0.5011 (0.5066) offs loss 0.0917 (0.110224) lr 0.00007452
2021-03-28 12:22:59,591 - INFO - Process 0 epoch[38][1000/1885] time 0.705 (0.745) data 0.000 (0.030) loss 0.5509 (0.6167) rank loss 0.4442 (0.5062) offs loss 0.1067 (0.110492) lr 0.00007452
2021-03-28 12:24:11,277 - INFO - Process 0 epoch[38][1100/1885] time 0.710 (0.743) data 0.000 (0.027) loss 0.6097 (0.6164) rank loss 0.5124 (0.5058) offs loss 0.0974 (0.110590) lr 0.00007452
2021-03-28 12:25:22,736 - INFO - Process 0 epoch[38][1200/1885] time 0.713 (0.740) data 0.000 (0.025) loss 0.5493 (0.6159) rank loss 0.4556 (0.5053) offs loss 0.0937 (0.110623) lr 0.00007452
2021-03-28 12:26:34,311 - INFO - Process 0 epoch[38][1300/1885] time 0.714 (0.739) data 0.000 (0.023) loss 0.4713 (0.6170) rank loss 0.3726 (0.5062) offs loss 0.0986 (0.110796) lr 0.00007452
2021-03-28 12:27:45,878 - INFO - Process 0 epoch[38][1400/1885] time 0.716 (0.737) data 0.000 (0.021) loss 0.5916 (0.6174) rank loss 0.4741 (0.5064) offs loss 0.1175 (0.110956) lr 0.00007452
2021-03-28 12:28:57,457 - INFO - Process 0 epoch[38][1500/1885] time 0.724 (0.736) data 0.000 (0.020) loss 0.5037 (0.6164) rank loss 0.4190 (0.5055) offs loss 0.0848 (0.110878) lr 0.00007452
2021-03-28 12:30:09,032 - INFO - Process 0 epoch[38][1600/1885] time 0.720 (0.734) data 0.000 (0.019) loss 0.6125 (0.6163) rank loss 0.5200 (0.5055) offs loss 0.0925 (0.110816) lr 0.00007452
2021-03-28 12:31:20,602 - INFO - Process 0 epoch[38][1700/1885] time 0.705 (0.733) data 0.000 (0.017) loss 0.6376 (0.6163) rank loss 0.5225 (0.5054) offs loss 0.1151 (0.110922) lr 0.00007452
2021-03-28 12:32:33,042 - INFO - Process 0 epoch[38][1800/1885] time 0.692 (0.733) data 0.000 (0.016) loss 0.4275 (0.6166) rank loss 0.3302 (0.5057) offs loss 0.0973 (0.110973) lr 0.00007452
2021-03-28 12:33:37,072 - INFO - evaluating...
2021-03-28 12:34:09,343 - INFO - Process 0 epoch[38][100/170] time 0.225 (0.323) data 0.000 (0.101) loss 3.2310 (3.0256) rank loss 2.8699 (2.5983) offs loss 0.3610 (0.427285) lr 0.00007307
2021-03-28 12:34:25,085 - INFO - train...
2021-03-28 12:36:04,541 - INFO - Process 0 epoch[39][100/1885] time 0.730 (0.995) data 0.000 (0.290) loss 0.6860 (0.6261) rank loss 0.5947 (0.5155) offs loss 0.0913 (0.110668) lr 0.00007307
2021-03-28 12:37:16,250 - INFO - Process 0 epoch[39][200/1885] time 0.715 (0.856) data 0.000 (0.145) loss 0.7522 (0.6071) rank loss 0.6311 (0.4982) offs loss 0.1211 (0.108833) lr 0.00007307
2021-03-28 12:38:27,718 - INFO - Process 0 epoch[39][300/1885] time 0.723 (0.809) data 0.000 (0.097) loss 0.6760 (0.6044) rank loss 0.5451 (0.4947) offs loss 0.1309 (0.109683) lr 0.00007307
2021-03-28 12:39:39,228 - INFO - Process 0 epoch[39][400/1885] time 0.712 (0.785) data 0.000 (0.073) loss 0.5059 (0.6001) rank loss 0.4076 (0.4915) offs loss 0.0983 (0.108592) lr 0.00007307
2021-03-28 12:40:50,581 - INFO - Process 0 epoch[39][500/1885] time 0.719 (0.771) data 0.000 (0.058) loss 0.5143 (0.6017) rank loss 0.4302 (0.4923) offs loss 0.0841 (0.109421) lr 0.00007307
2021-03-28 12:42:01,962 - INFO - Process 0 epoch[39][600/1885] time 0.712 (0.761) data 0.000 (0.048) loss 0.6926 (0.6021) rank loss 0.5996 (0.4928) offs loss 0.0931 (0.109290) lr 0.00007307
2021-03-28 12:43:13,426 - INFO - Process 0 epoch[39][700/1885] time 0.715 (0.755) data 0.000 (0.042) loss 0.5339 (0.6042) rank loss 0.4239 (0.4950) offs loss 0.1100 (0.109232) lr 0.00007307
2021-03-28 12:44:24,867 - INFO - Process 0 epoch[39][800/1885] time 0.724 (0.750) data 0.000 (0.036) loss 0.4542 (0.6037) rank loss 0.3643 (0.4947) offs loss 0.0899 (0.108942) lr 0.00007307
2021-03-28 12:45:36,444 - INFO - Process 0 epoch[39][900/1885] time 0.717 (0.746) data 0.000 (0.032) loss 0.4895 (0.6045) rank loss 0.3948 (0.4954) offs loss 0.0948 (0.109102) lr 0.00007307
2021-03-28 12:46:47,893 - INFO - Process 0 epoch[39][1000/1885] time 0.714 (0.743) data 0.000 (0.029) loss 0.7376 (0.6066) rank loss 0.6239 (0.4968) offs loss 0.1137 (0.109801) lr 0.00007307
2021-03-28 12:47:59,452 - INFO - Process 0 epoch[39][1100/1885] time 0.724 (0.740) data 0.000 (0.026) loss 0.8407 (0.6077) rank loss 0.7004 (0.4974) offs loss 0.1402 (0.110295) lr 0.00007307
2021-03-28 12:49:10,710 - INFO - Process 0 epoch[39][1200/1885] time 0.719 (0.738) data 0.000 (0.024) loss 0.7617 (0.6076) rank loss 0.6615 (0.4976) offs loss 0.1002 (0.110028) lr 0.00007307
2021-03-28 12:50:22,192 - INFO - Process 0 epoch[39][1300/1885] time 0.723 (0.736) data 0.000 (0.022) loss 0.5658 (0.6066) rank loss 0.4539 (0.4966) offs loss 0.1120 (0.109962) lr 0.00007307
2021-03-28 12:51:33,623 - INFO - Process 0 epoch[39][1400/1885] time 0.754 (0.735) data 0.000 (0.021) loss 0.6214 (0.6070) rank loss 0.5035 (0.4972) offs loss 0.1178 (0.109840) lr 0.00007307
2021-03-28 12:52:45,081 - INFO - Process 0 epoch[39][1500/1885] time 0.711 (0.733) data 0.000 (0.019) loss 0.5547 (0.6074) rank loss 0.4504 (0.4974) offs loss 0.1043 (0.109939) lr 0.00007307
2021-03-28 12:53:56,349 - INFO - Process 0 epoch[39][1600/1885] time 0.696 (0.732) data 0.000 (0.018) loss 0.5687 (0.6072) rank loss 0.4863 (0.4973) offs loss 0.0824 (0.109941) lr 0.00007307
2021-03-28 12:55:07,627 - INFO - Process 0 epoch[39][1700/1885] time 0.703 (0.731) data 0.000 (0.017) loss 0.6029 (0.6080) rank loss 0.4616 (0.4980) offs loss 0.1413 (0.110025) lr 0.00007307
2021-03-28 12:56:18,990 - INFO - Process 0 epoch[39][1800/1885] time 0.717 (0.730) data 0.000 (0.016) loss 0.7103 (0.6089) rank loss 0.6047 (0.4988) offs loss 0.1056 (0.110074) lr 0.00007307
2021-03-28 12:57:23,466 - INFO - saving model to 40
2021-03-28 12:57:24,554 - INFO - evaluating...
2021-03-28 12:57:56,479 - INFO - Process 0 epoch[39][100/170] time 0.237 (0.319) data 0.000 (0.106) loss 3.2454 (3.0360) rank loss 2.7975 (2.5847) offs loss 0.4479 (0.451261) lr 0.00007159
2021-03-28 12:58:12,120 - INFO - train...
2021-03-28 12:59:55,712 - INFO - Process 0 epoch[40][100/1885] time 0.708 (1.036) data 0.000 (0.333) loss 0.5370 (0.5677) rank loss 0.4486 (0.4657) offs loss 0.0884 (0.101974) lr 0.00007159
2021-03-28 13:01:08,246 - INFO - Process 0 epoch[40][200/1885] time 0.720 (0.881) data 0.000 (0.167) loss 0.3819 (0.5834) rank loss 0.2811 (0.4805) offs loss 0.1008 (0.102974) lr 0.00007159
2021-03-28 13:02:20,374 - INFO - Process 0 epoch[40][300/1885] time 0.721 (0.828) data 0.000 (0.111) loss 0.8103 (0.5855) rank loss 0.6974 (0.4805) offs loss 0.1129 (0.104961) lr 0.00007159
2021-03-28 13:03:32,309 - INFO - Process 0 epoch[40][400/1885] time 0.726 (0.800) data 0.000 (0.083) loss 0.4943 (0.5863) rank loss 0.3718 (0.4801) offs loss 0.1225 (0.106143) lr 0.00007159
2021-03-28 13:04:43,981 - INFO - Process 0 epoch[40][500/1885] time 0.711 (0.784) data 0.000 (0.067) loss 0.6416 (0.5877) rank loss 0.5311 (0.4812) offs loss 0.1105 (0.106468) lr 0.00007159
2021-03-28 13:05:55,455 - INFO - Process 0 epoch[40][600/1885] time 0.725 (0.772) data 0.000 (0.056) loss 0.6419 (0.5897) rank loss 0.5279 (0.4832) offs loss 0.1140 (0.106454) lr 0.00007159
2021-03-28 13:07:06,951 - INFO - Process 0 epoch[40][700/1885] time 0.726 (0.764) data 0.000 (0.048) loss 0.6381 (0.5904) rank loss 0.5282 (0.4836) offs loss 0.1100 (0.106737) lr 0.00007159
2021-03-28 13:08:18,573 - INFO - Process 0 epoch[40][800/1885] time 0.700 (0.758) data 0.000 (0.042) loss 0.7250 (0.5921) rank loss 0.6323 (0.4851) offs loss 0.0927 (0.107014) lr 0.00007159
2021-03-28 13:09:30,149 - INFO - Process 0 epoch[40][900/1885] time 0.729 (0.753) data 0.000 (0.037) loss 0.4970 (0.5915) rank loss 0.4227 (0.4843) offs loss 0.0743 (0.107192) lr 0.00007159
2021-03-28 13:10:41,844 - INFO - Process 0 epoch[40][1000/1885] time 0.720 (0.750) data 0.000 (0.033) loss 0.8752 (0.5936) rank loss 0.7557 (0.4866) offs loss 0.1195 (0.106981) lr 0.00007159
2021-03-28 13:11:53,292 - INFO - Process 0 epoch[40][1100/1885] time 0.712 (0.746) data 0.000 (0.030) loss 0.7752 (0.5942) rank loss 0.6707 (0.4869) offs loss 0.1046 (0.107358) lr 0.00007159
2021-03-28 13:13:05,003 - INFO - Process 0 epoch[40][1200/1885] time 0.708 (0.744) data 0.000 (0.028) loss 0.6412 (0.5929) rank loss 0.4884 (0.4859) offs loss 0.1528 (0.107008) lr 0.00007159
2021-03-28 13:14:16,785 - INFO - Process 0 epoch[40][1300/1885] time 0.724 (0.742) data 0.000 (0.026) loss 0.7324 (0.5920) rank loss 0.6334 (0.4849) offs loss 0.0990 (0.107034) lr 0.00007159
2021-03-28 13:15:28,379 - INFO - Process 0 epoch[40][1400/1885] time 0.738 (0.740) data 0.000 (0.024) loss 0.5829 (0.5932) rank loss 0.4196 (0.4860) offs loss 0.1633 (0.107251) lr 0.00007159
2021-03-28 13:16:39,851 - INFO - Process 0 epoch[40][1500/1885] time 0.717 (0.738) data 0.000 (0.022) loss 0.5099 (0.5927) rank loss 0.4312 (0.4854) offs loss 0.0788 (0.107311) lr 0.00007159
2021-03-28 13:17:51,631 - INFO - Process 0 epoch[40][1600/1885] time 0.715 (0.737) data 0.000 (0.021) loss 0.7711 (0.5912) rank loss 0.6848 (0.4840) offs loss 0.0863 (0.107196) lr 0.00007159
2021-03-28 13:19:03,096 - INFO - Process 0 epoch[40][1700/1885] time 0.707 (0.736) data 0.000 (0.020) loss 0.4754 (0.5922) rank loss 0.3689 (0.4851) offs loss 0.1065 (0.107030) lr 0.00007159
2021-03-28 13:20:14,868 - INFO - Process 0 epoch[40][1800/1885] time 0.704 (0.735) data 0.000 (0.019) loss 0.5419 (0.5932) rank loss 0.4554 (0.4861) offs loss 0.0865 (0.107071) lr 0.00007159
2021-03-28 13:21:19,158 - INFO - evaluating...
2021-03-28 13:21:52,085 - INFO - Process 0 epoch[40][100/170] time 0.243 (0.329) data 0.000 (0.108) loss 2.6205 (3.1470) rank loss 2.2158 (2.7048) offs loss 0.4047 (0.442245) lr 0.00007008
2021-03-28 13:22:07,727 - INFO - train...
2021-03-28 13:23:48,025 - INFO - Process 0 epoch[41][100/1885] time 0.710 (1.003) data 0.000 (0.294) loss 0.6922 (0.5646) rank loss 0.6122 (0.4660) offs loss 0.0800 (0.098605) lr 0.00007008
2021-03-28 13:25:00,103 - INFO - Process 0 epoch[41][200/1885] time 0.715 (0.862) data 0.001 (0.147) loss 0.7967 (0.5702) rank loss 0.7165 (0.4693) offs loss 0.0802 (0.100849) lr 0.00007008
2021-03-28 13:26:11,816 - INFO - Process 0 epoch[41][300/1885] time 0.729 (0.814) data 0.000 (0.098) loss 0.8423 (0.5691) rank loss 0.6346 (0.4670) offs loss 0.2077 (0.102064) lr 0.00007008
2021-03-28 13:27:23,324 - INFO - Process 0 epoch[41][400/1885] time 0.724 (0.789) data 0.000 (0.074) loss 0.7339 (0.5705) rank loss 0.6244 (0.4675) offs loss 0.1096 (0.102948) lr 0.00007008
2021-03-28 13:28:34,992 - INFO - Process 0 epoch[41][500/1885] time 0.734 (0.775) data 0.000 (0.059) loss 0.9464 (0.5743) rank loss 0.8488 (0.4714) offs loss 0.0976 (0.102879) lr 0.00007008
2021-03-28 13:29:46,986 - INFO - Process 0 epoch[41][600/1885] time 0.704 (0.765) data 0.000 (0.049) loss 0.7439 (0.5752) rank loss 0.6375 (0.4718) offs loss 0.1064 (0.103439) lr 0.00007008
2021-03-28 13:30:58,769 - INFO - Process 0 epoch[41][700/1885] time 0.712 (0.759) data 0.000 (0.042) loss 0.5151 (0.5755) rank loss 0.4468 (0.4723) offs loss 0.0683 (0.103187) lr 0.00007008
2021-03-28 13:32:10,293 - INFO - Process 0 epoch[41][800/1885] time 0.705 (0.753) data 0.000 (0.037) loss 0.5382 (0.5759) rank loss 0.4539 (0.4728) offs loss 0.0844 (0.103135) lr 0.00007008
2021-03-28 13:33:22,035 - INFO - Process 0 epoch[41][900/1885] time 0.713 (0.749) data 0.000 (0.033) loss 0.5279 (0.5783) rank loss 0.4183 (0.4749) offs loss 0.1096 (0.103469) lr 0.00007008
2021-03-28 13:34:33,687 - INFO - Process 0 epoch[41][1000/1885] time 0.715 (0.746) data 0.000 (0.030) loss 0.8220 (0.5774) rank loss 0.7020 (0.4738) offs loss 0.1199 (0.103559) lr 0.00007008
2021-03-28 13:35:45,224 - INFO - Process 0 epoch[41][1100/1885] time 0.716 (0.743) data 0.000 (0.027) loss 0.5108 (0.5778) rank loss 0.4171 (0.4741) offs loss 0.0937 (0.103760) lr 0.00007008
2021-03-28 13:36:56,931 - INFO - Process 0 epoch[41][1200/1885] time 0.713 (0.741) data 0.000 (0.025) loss 0.4883 (0.5778) rank loss 0.3772 (0.4740) offs loss 0.1111 (0.103761) lr 0.00007008
2021-03-28 13:38:08,605 - INFO - Process 0 epoch[41][1300/1885] time 0.725 (0.739) data 0.000 (0.023) loss 0.3892 (0.5780) rank loss 0.3196 (0.4744) offs loss 0.0697 (0.103652) lr 0.00007008
2021-03-28 13:39:20,292 - INFO - Process 0 epoch[41][1400/1885] time 0.708 (0.738) data 0.000 (0.021) loss 0.3894 (0.5772) rank loss 0.2923 (0.4735) offs loss 0.0971 (0.103661) lr 0.00007008
2021-03-28 13:40:31,978 - INFO - Process 0 epoch[41][1500/1885] time 0.712 (0.736) data 0.000 (0.020) loss 0.7689 (0.5774) rank loss 0.6611 (0.4736) offs loss 0.1079 (0.103754) lr 0.00007008
2021-03-28 13:41:43,445 - INFO - Process 0 epoch[41][1600/1885] time 0.721 (0.735) data 0.000 (0.019) loss 0.5143 (0.5772) rank loss 0.3953 (0.4734) offs loss 0.1189 (0.103835) lr 0.00007008
2021-03-28 13:42:55,022 - INFO - Process 0 epoch[41][1700/1885] time 0.708 (0.734) data 0.000 (0.017) loss 0.7166 (0.5767) rank loss 0.6323 (0.4728) offs loss 0.0844 (0.103820) lr 0.00007008
2021-03-28 13:44:06,622 - INFO - Process 0 epoch[41][1800/1885] time 0.711 (0.733) data 0.000 (0.017) loss 0.6510 (0.5773) rank loss 0.4380 (0.4732) offs loss 0.2130 (0.104012) lr 0.00007008
2021-03-28 13:45:10,751 - INFO - evaluating...
2021-03-28 13:45:44,282 - INFO - Process 0 epoch[41][100/170] time 0.221 (0.335) data 0.000 (0.118) loss 3.1481 (3.1755) rank loss 2.6941 (2.7185) offs loss 0.4540 (0.456998) lr 0.00006856
2021-03-28 13:46:00,107 - INFO - train...
2021-03-28 13:47:39,937 - INFO - Process 0 epoch[42][100/1885] time 0.717 (0.998) data 0.000 (0.294) loss 0.4758 (0.5760) rank loss 0.3920 (0.4704) offs loss 0.0839 (0.105613) lr 0.00006856
2021-03-28 13:48:52,028 - INFO - Process 0 epoch[42][200/1885] time 0.724 (0.860) data 0.000 (0.147) loss 0.5474 (0.5795) rank loss 0.4491 (0.4753) offs loss 0.0982 (0.104198) lr 0.00006856
2021-03-28 13:50:03,779 - INFO - Process 0 epoch[42][300/1885] time 0.728 (0.812) data 0.000 (0.098) loss 0.5303 (0.5724) rank loss 0.4498 (0.4691) offs loss 0.0805 (0.103316) lr 0.00006856
2021-03-28 13:51:15,563 - INFO - Process 0 epoch[42][400/1885] time 0.732 (0.789) data 0.000 (0.074) loss 0.6623 (0.5678) rank loss 0.5189 (0.4649) offs loss 0.1433 (0.102898) lr 0.00006856
2021-03-28 13:52:27,359 - INFO - Process 0 epoch[42][500/1885] time 0.719 (0.774) data 0.000 (0.059) loss 0.6808 (0.5682) rank loss 0.5825 (0.4666) offs loss 0.0983 (0.101554) lr 0.00006856
2021-03-28 13:53:39,353 - INFO - Process 0 epoch[42][600/1885] time 0.727 (0.765) data 0.000 (0.049) loss 0.5212 (0.5664) rank loss 0.3871 (0.4648) offs loss 0.1341 (0.101644) lr 0.00006856
2021-03-28 13:54:51,081 - INFO - Process 0 epoch[42][700/1885] time 0.698 (0.759) data 0.000 (0.042) loss 0.6388 (0.5680) rank loss 0.5201 (0.4655) offs loss 0.1188 (0.102506) lr 0.00006856
2021-03-28 13:56:02,806 - INFO - Process 0 epoch[42][800/1885] time 0.724 (0.753) data 0.000 (0.037) loss 0.4246 (0.5680) rank loss 0.3324 (0.4654) offs loss 0.0922 (0.102584) lr 0.00006856
2021-03-28 13:57:14,411 - INFO - Process 0 epoch[42][900/1885] time 0.697 (0.749) data 0.000 (0.033) loss 0.4707 (0.5704) rank loss 0.3513 (0.4677) offs loss 0.1194 (0.102686) lr 0.00006856
2021-03-28 13:58:26,182 - INFO - Process 0 epoch[42][1000/1885] time 0.708 (0.746) data 0.000 (0.030) loss 0.5317 (0.5702) rank loss 0.4398 (0.4677) offs loss 0.0919 (0.102450) lr 0.00006856
2021-03-28 13:59:38,511 - INFO - Process 0 epoch[42][1100/1885] time 0.700 (0.744) data 0.000 (0.027) loss 0.5981 (0.5695) rank loss 0.4798 (0.4671) offs loss 0.1184 (0.102355) lr 0.00006856
2021-03-28 14:00:49,810 - INFO - Process 0 epoch[42][1200/1885] time 0.704 (0.741) data 0.000 (0.025) loss 0.3926 (0.5678) rank loss 0.2890 (0.4655) offs loss 0.1036 (0.102293) lr 0.00006856
2021-03-28 14:02:01,231 - INFO - Process 0 epoch[42][1300/1885] time 0.698 (0.739) data 0.000 (0.023) loss 0.6046 (0.5674) rank loss 0.4897 (0.4652) offs loss 0.1150 (0.102200) lr 0.00006856
2021-03-28 14:03:12,600 - INFO - Process 0 epoch[42][1400/1885] time 0.721 (0.737) data 0.000 (0.021) loss 0.7000 (0.5683) rank loss 0.5577 (0.4660) offs loss 0.1424 (0.102216) lr 0.00006856
2021-03-28 14:04:23,931 - INFO - Process 0 epoch[42][1500/1885] time 0.702 (0.736) data 0.000 (0.020) loss 0.5335 (0.5690) rank loss 0.4235 (0.4668) offs loss 0.1100 (0.102210) lr 0.00006856
2021-03-28 14:05:35,397 - INFO - Process 0 epoch[42][1600/1885] time 0.715 (0.735) data 0.000 (0.019) loss 0.4874 (0.5689) rank loss 0.3803 (0.4669) offs loss 0.1071 (0.102017) lr 0.00006856
2021-03-28 14:06:46,742 - INFO - Process 0 epoch[42][1700/1885] time 0.719 (0.733) data 0.000 (0.017) loss 0.4084 (0.5690) rank loss 0.3009 (0.4671) offs loss 0.1075 (0.101862) lr 0.00006856
2021-03-28 14:07:58,078 - INFO - Process 0 epoch[42][1800/1885] time 0.724 (0.732) data 0.000 (0.017) loss 0.6394 (0.5696) rank loss 0.5395 (0.4676) offs loss 0.0999 (0.101985) lr 0.00006856
2021-03-28 14:09:02,397 - INFO - evaluating...
2021-03-28 14:09:38,988 - INFO - Process 0 epoch[42][100/170] time 0.206 (0.366) data 0.000 (0.149) loss 3.0804 (3.2406) rank loss 2.5915 (2.7866) offs loss 0.4888 (0.453928) lr 0.00006701
2021-03-28 14:09:54,797 - INFO - train...
2021-03-28 14:11:34,066 - INFO - Process 0 epoch[43][100/1885] time 0.728 (0.993) data 0.000 (0.287) loss 0.4672 (0.5602) rank loss 0.3854 (0.4608) offs loss 0.0817 (0.099389) lr 0.00006701
2021-03-28 14:12:46,018 - INFO - Process 0 epoch[43][200/1885] time 0.710 (0.856) data 0.000 (0.143) loss 0.7426 (0.5609) rank loss 0.6319 (0.4596) offs loss 0.1107 (0.101372) lr 0.00006701
2021-03-28 14:13:57,685 - INFO - Process 0 epoch[43][300/1885] time 0.715 (0.810) data 0.000 (0.096) loss 0.4636 (0.5589) rank loss 0.3770 (0.4578) offs loss 0.0866 (0.101157) lr 0.00006701
2021-03-28 14:15:09,459 - INFO - Process 0 epoch[43][400/1885] time 0.698 (0.787) data 0.000 (0.072) loss 0.4818 (0.5563) rank loss 0.3784 (0.4544) offs loss 0.1034 (0.101831) lr 0.00006701
2021-03-28 14:16:21,152 - INFO - Process 0 epoch[43][500/1885] time 0.723 (0.773) data 0.000 (0.057) loss 0.4414 (0.5557) rank loss 0.3617 (0.4540) offs loss 0.0798 (0.101668) lr 0.00006701
2021-03-28 14:17:32,738 - INFO - Process 0 epoch[43][600/1885] time 0.727 (0.763) data 0.000 (0.048) loss 0.5273 (0.5562) rank loss 0.4466 (0.4551) offs loss 0.0806 (0.101093) lr 0.00006701
2021-03-28 14:18:44,385 - INFO - Process 0 epoch[43][700/1885] time 0.719 (0.757) data 0.000 (0.041) loss 0.5642 (0.5560) rank loss 0.4932 (0.4552) offs loss 0.0710 (0.100890) lr 0.00006701
2021-03-28 14:19:56,053 - INFO - Process 0 epoch[43][800/1885] time 0.713 (0.752) data 0.000 (0.036) loss 0.5269 (0.5568) rank loss 0.4402 (0.4559) offs loss 0.0867 (0.100981) lr 0.00006701
2021-03-28 14:21:07,798 - INFO - Process 0 epoch[43][900/1885] time 0.714 (0.748) data 0.000 (0.032) loss 0.5634 (0.5576) rank loss 0.4800 (0.4565) offs loss 0.0833 (0.101070) lr 0.00006701
2021-03-28 14:22:19,625 - INFO - Process 0 epoch[43][1000/1885] time 0.717 (0.745) data 0.000 (0.029) loss 0.7537 (0.5588) rank loss 0.6201 (0.4574) offs loss 0.1337 (0.101328) lr 0.00006701
2021-03-28 14:23:31,254 - INFO - Process 0 epoch[43][1100/1885] time 0.700 (0.742) data 0.000 (0.026) loss 0.6406 (0.5595) rank loss 0.5301 (0.4581) offs loss 0.1105 (0.101383) lr 0.00006701
2021-03-28 14:24:42,757 - INFO - Process 0 epoch[43][1200/1885] time 0.706 (0.740) data 0.000 (0.024) loss 0.4430 (0.5599) rank loss 0.3461 (0.4583) offs loss 0.0969 (0.101523) lr 0.00006701
2021-03-28 14:25:54,439 - INFO - Process 0 epoch[43][1300/1885] time 0.725 (0.738) data 0.000 (0.022) loss 0.4801 (0.5599) rank loss 0.3632 (0.4586) offs loss 0.1169 (0.101343) lr 0.00006701
2021-03-28 14:27:06,161 - INFO - Process 0 epoch[43][1400/1885] time 0.724 (0.737) data 0.000 (0.021) loss 0.6212 (0.5604) rank loss 0.5450 (0.4590) offs loss 0.0762 (0.101381) lr 0.00006701
2021-03-28 14:28:18,702 - INFO - Process 0 epoch[43][1500/1885] time 0.742 (0.736) data 0.000 (0.019) loss 0.5119 (0.5597) rank loss 0.4240 (0.4584) offs loss 0.0879 (0.101291) lr 0.00006701
2021-03-28 14:29:30,789 - INFO - Process 0 epoch[43][1600/1885] time 0.740 (0.735) data 0.000 (0.018) loss 0.4988 (0.5610) rank loss 0.3921 (0.4598) offs loss 0.1067 (0.101219) lr 0.00006701
2021-03-28 14:30:42,528 - INFO - Process 0 epoch[43][1700/1885] time 0.716 (0.734) data 0.000 (0.017) loss 0.5135 (0.5607) rank loss 0.4369 (0.4595) offs loss 0.0766 (0.101180) lr 0.00006701
2021-03-28 14:31:54,545 - INFO - Process 0 epoch[43][1800/1885] time 0.719 (0.733) data 0.000 (0.016) loss 0.5437 (0.5607) rank loss 0.4335 (0.4595) offs loss 0.1102 (0.101168) lr 0.00006701
2021-03-28 14:32:58,878 - INFO - evaluating...
2021-03-28 14:33:32,543 - INFO - Process 0 epoch[43][100/170] time 0.233 (0.337) data 0.000 (0.113) loss 3.1884 (3.2179) rank loss 2.7227 (2.7663) offs loss 0.4656 (0.451583) lr 0.00006545
2021-03-28 14:33:48,521 - INFO - train...
2021-03-28 14:35:30,092 - INFO - Process 0 epoch[44][100/1885] time 0.718 (1.016) data 0.000 (0.303) loss 0.5117 (0.5484) rank loss 0.4158 (0.4476) offs loss 0.0959 (0.100779) lr 0.00006545
2021-03-28 14:36:41,981 - INFO - Process 0 epoch[44][200/1885] time 0.706 (0.867) data 0.000 (0.152) loss 0.5101 (0.5414) rank loss 0.4198 (0.4421) offs loss 0.0903 (0.099260) lr 0.00006545
2021-03-28 14:37:53,671 - INFO - Process 0 epoch[44][300/1885] time 0.698 (0.817) data 0.000 (0.101) loss 0.5297 (0.5421) rank loss 0.4216 (0.4432) offs loss 0.1081 (0.098876) lr 0.00006545
2021-03-28 14:39:05,298 - INFO - Process 0 epoch[44][400/1885] time 0.716 (0.792) data 0.000 (0.076) loss 0.6864 (0.5405) rank loss 0.5632 (0.4419) offs loss 0.1233 (0.098646) lr 0.00006545
2021-03-28 14:40:16,904 - INFO - Process 0 epoch[44][500/1885] time 0.705 (0.777) data 0.000 (0.061) loss 0.5345 (0.5423) rank loss 0.4541 (0.4436) offs loss 0.0804 (0.098734) lr 0.00006545
2021-03-28 14:41:28,378 - INFO - Process 0 epoch[44][600/1885] time 0.691 (0.766) data 0.000 (0.051) loss 0.7761 (0.5483) rank loss 0.6402 (0.4495) offs loss 0.1359 (0.098809) lr 0.00006545
2021-03-28 14:42:40,071 - INFO - Process 0 epoch[44][700/1885] time 0.708 (0.759) data 0.000 (0.043) loss 0.5703 (0.5490) rank loss 0.4822 (0.4502) offs loss 0.0882 (0.098770) lr 0.00006545
2021-03-28 14:43:51,749 - INFO - Process 0 epoch[44][800/1885] time 0.718 (0.754) data 0.000 (0.038) loss 0.6369 (0.5488) rank loss 0.5190 (0.4504) offs loss 0.1179 (0.098434) lr 0.00006545
2021-03-28 14:45:03,662 - INFO - Process 0 epoch[44][900/1885] time 0.719 (0.750) data 0.000 (0.034) loss 0.4803 (0.5490) rank loss 0.3615 (0.4505) offs loss 0.1188 (0.098551) lr 0.00006545
2021-03-28 14:46:15,644 - INFO - Process 0 epoch[44][1000/1885] time 0.731 (0.747) data 0.000 (0.030) loss 0.6420 (0.5505) rank loss 0.5572 (0.4517) offs loss 0.0848 (0.098892) lr 0.00006545
2021-03-28 14:47:27,368 - INFO - Process 0 epoch[44][1100/1885] time 0.724 (0.744) data 0.000 (0.028) loss 0.7044 (0.5506) rank loss 0.5963 (0.4515) offs loss 0.1081 (0.099049) lr 0.00006545
2021-03-28 14:48:39,240 - INFO - Process 0 epoch[44][1200/1885] time 0.721 (0.742) data 0.000 (0.025) loss 0.4360 (0.5516) rank loss 0.3479 (0.4526) offs loss 0.0881 (0.098984) lr 0.00006545
2021-03-28 14:49:51,019 - INFO - Process 0 epoch[44][1300/1885] time 0.711 (0.740) data 0.000 (0.023) loss 0.6226 (0.5512) rank loss 0.5366 (0.4521) offs loss 0.0860 (0.099054) lr 0.00006545
2021-03-28 14:51:02,756 - INFO - Process 0 epoch[44][1400/1885] time 0.701 (0.739) data 0.000 (0.022) loss 0.5424 (0.5519) rank loss 0.4583 (0.4525) offs loss 0.0840 (0.099316) lr 0.00006545
2021-03-28 14:52:14,349 - INFO - Process 0 epoch[44][1500/1885] time 0.704 (0.737) data 0.000 (0.020) loss 0.6740 (0.5527) rank loss 0.5997 (0.4537) offs loss 0.0743 (0.099072) lr 0.00006545
2021-03-28 14:53:26,262 - INFO - Process 0 epoch[44][1600/1885] time 0.719 (0.736) data 0.000 (0.019) loss 0.5449 (0.5529) rank loss 0.4617 (0.4540) offs loss 0.0833 (0.098920) lr 0.00006545
2021-03-28 14:54:38,018 - INFO - Process 0 epoch[44][1700/1885] time 0.715 (0.735) data 0.000 (0.018) loss 0.2987 (0.5528) rank loss 0.2081 (0.4538) offs loss 0.0905 (0.098986) lr 0.00006545
2021-03-28 14:55:49,578 - INFO - Process 0 epoch[44][1800/1885] time 0.702 (0.734) data 0.000 (0.017) loss 0.5473 (0.5528) rank loss 0.4579 (0.4539) offs loss 0.0893 (0.098876) lr 0.00006545
2021-03-28 14:56:54,377 - INFO - saving model to 45
2021-03-28 14:56:55,425 - INFO - evaluating...
2021-03-28 14:57:29,706 - INFO - Process 0 epoch[44][100/170] time 0.210 (0.343) data 0.000 (0.108) loss 3.4765 (3.1672) rank loss 3.0113 (2.7173) offs loss 0.4653 (0.449859) lr 0.00006387
2021-03-28 14:57:45,172 - INFO - train...
2021-03-28 14:59:24,515 - INFO - Process 0 epoch[45][100/1885] time 0.709 (0.993) data 0.000 (0.280) loss 0.6484 (0.5427) rank loss 0.5178 (0.4457) offs loss 0.1306 (0.096966) lr 0.00006387
2021-03-28 15:00:36,405 - INFO - Process 0 epoch[45][200/1885] time 0.714 (0.856) data 0.000 (0.140) loss 0.6216 (0.5428) rank loss 0.5190 (0.4455) offs loss 0.1026 (0.097353) lr 0.00006387
2021-03-28 15:01:48,151 - INFO - Process 0 epoch[45][300/1885] time 0.706 (0.810) data 0.000 (0.093) loss 0.7164 (0.5425) rank loss 0.6412 (0.4449) offs loss 0.0751 (0.097646) lr 0.00006387
2021-03-28 15:03:00,046 - INFO - Process 0 epoch[45][400/1885] time 0.720 (0.787) data 0.000 (0.070) loss 0.5535 (0.5419) rank loss 0.4623 (0.4443) offs loss 0.0912 (0.097666) lr 0.00006387
2021-03-28 15:04:11,535 - INFO - Process 0 epoch[45][500/1885] time 0.711 (0.773) data 0.000 (0.056) loss 0.4258 (0.5417) rank loss 0.3399 (0.4441) offs loss 0.0859 (0.097611) lr 0.00006387
2021-03-28 15:05:23,178 - INFO - Process 0 epoch[45][600/1885] time 0.714 (0.763) data 0.000 (0.047) loss 0.4910 (0.5430) rank loss 0.4139 (0.4453) offs loss 0.0771 (0.097680) lr 0.00006387
2021-03-28 15:06:34,855 - INFO - Process 0 epoch[45][700/1885] time 0.702 (0.757) data 0.000 (0.040) loss 0.7297 (0.5419) rank loss 0.6387 (0.4442) offs loss 0.0910 (0.097713) lr 0.00006387
2021-03-28 15:07:46,416 - INFO - Process 0 epoch[45][800/1885] time 0.722 (0.752) data 0.000 (0.035) loss 0.8103 (0.5407) rank loss 0.6461 (0.4433) offs loss 0.1642 (0.097486) lr 0.00006387
2021-03-28 15:08:57,968 - INFO - Process 0 epoch[45][900/1885] time 0.709 (0.748) data 0.000 (0.031) loss 0.7315 (0.5402) rank loss 0.6399 (0.4427) offs loss 0.0916 (0.097459) lr 0.00006387
2021-03-28 15:10:09,636 - INFO - Process 0 epoch[45][1000/1885] time 0.718 (0.744) data 0.000 (0.028) loss 0.5747 (0.5420) rank loss 0.4623 (0.4443) offs loss 0.1124 (0.097728) lr 0.00006387
2021-03-28 15:11:21,429 - INFO - Process 0 epoch[45][1100/1885] time 0.727 (0.742) data 0.000 (0.026) loss 0.4393 (0.5419) rank loss 0.3033 (0.4442) offs loss 0.1361 (0.097666) lr 0.00006387
2021-03-28 15:12:32,999 - INFO - Process 0 epoch[45][1200/1885] time 0.717 (0.740) data 0.000 (0.023) loss 0.5148 (0.5409) rank loss 0.4338 (0.4432) offs loss 0.0810 (0.097698) lr 0.00006387
2021-03-28 15:13:44,696 - INFO - Process 0 epoch[45][1300/1885] time 0.708 (0.738) data 0.000 (0.022) loss 0.4745 (0.5409) rank loss 0.3746 (0.4432) offs loss 0.0999 (0.097779) lr 0.00006387
2021-03-28 15:14:56,253 - INFO - Process 0 epoch[45][1400/1885] time 0.708 (0.736) data 0.000 (0.020) loss 0.6184 (0.5414) rank loss 0.5363 (0.4438) offs loss 0.0821 (0.097685) lr 0.00006387
2021-03-28 15:16:07,823 - INFO - Process 0 epoch[45][1500/1885] time 0.700 (0.735) data 0.000 (0.019) loss 0.5976 (0.5410) rank loss 0.5049 (0.4436) offs loss 0.0926 (0.097466) lr 0.00006387
2021-03-28 15:17:19,431 - INFO - Process 0 epoch[45][1600/1885] time 0.719 (0.734) data 0.000 (0.018) loss 0.5070 (0.5403) rank loss 0.3904 (0.4428) offs loss 0.1166 (0.097505) lr 0.00006387
2021-03-28 15:18:30,885 - INFO - Process 0 epoch[45][1700/1885] time 0.707 (0.733) data 0.000 (0.017) loss 0.5248 (0.5392) rank loss 0.4010 (0.4418) offs loss 0.1238 (0.097425) lr 0.00006387
2021-03-28 15:19:42,235 - INFO - Process 0 epoch[45][1800/1885] time 0.710 (0.732) data 0.000 (0.016) loss 0.6793 (0.5413) rank loss 0.5418 (0.4438) offs loss 0.1375 (0.097536) lr 0.00006387
2021-03-28 15:20:45,904 - INFO - evaluating...
2021-03-28 15:21:18,678 - INFO - Process 0 epoch[45][100/170] time 0.232 (0.328) data 0.000 (0.107) loss 3.0082 (3.1648) rank loss 2.5445 (2.7318) offs loss 0.4637 (0.432994) lr 0.00006227
2021-03-28 15:21:34,775 - INFO - train...
2021-03-28 15:23:15,734 - INFO - Process 0 epoch[46][100/1885] time 0.719 (1.010) data 0.000 (0.294) loss 0.5256 (0.5434) rank loss 0.4367 (0.4493) offs loss 0.0890 (0.094025) lr 0.00006227
2021-03-28 15:24:27,494 - INFO - Process 0 epoch[46][200/1885] time 0.716 (0.864) data 0.000 (0.147) loss 0.4514 (0.5291) rank loss 0.3758 (0.4354) offs loss 0.0756 (0.093684) lr 0.00006227
2021-03-28 15:25:39,815 - INFO - Process 0 epoch[46][300/1885] time 0.740 (0.817) data 0.000 (0.098) loss 0.5781 (0.5282) rank loss 0.5028 (0.4342) offs loss 0.0753 (0.094024) lr 0.00006227
2021-03-28 15:26:52,060 - INFO - Process 0 epoch[46][400/1885] time 0.716 (0.793) data 0.000 (0.074) loss 0.7513 (0.5316) rank loss 0.6402 (0.4372) offs loss 0.1111 (0.094403) lr 0.00006227
2021-03-28 15:28:03,783 - INFO - Process 0 epoch[46][500/1885] time 0.714 (0.778) data 0.000 (0.059) loss 0.8449 (0.5370) rank loss 0.7034 (0.4420) offs loss 0.1415 (0.094945) lr 0.00006227
2021-03-28 15:29:15,558 - INFO - Process 0 epoch[46][600/1885] time 0.721 (0.768) data 0.001 (0.049) loss 0.4263 (0.5359) rank loss 0.3529 (0.4409) offs loss 0.0734 (0.094960) lr 0.00006227
2021-03-28 15:30:27,357 - INFO - Process 0 epoch[46][700/1885] time 0.714 (0.761) data 0.000 (0.042) loss 0.6189 (0.5353) rank loss 0.5009 (0.4406) offs loss 0.1180 (0.094751) lr 0.00006227
2021-03-28 15:31:38,958 - INFO - Process 0 epoch[46][800/1885] time 0.708 (0.755) data 0.000 (0.037) loss 0.4450 (0.5339) rank loss 0.3606 (0.4392) offs loss 0.0844 (0.094715) lr 0.00006227
2021-03-28 15:32:50,788 - INFO - Process 0 epoch[46][900/1885] time 0.717 (0.751) data 0.000 (0.033) loss 0.4801 (0.5343) rank loss 0.3966 (0.4396) offs loss 0.0835 (0.094755) lr 0.00006227