| 2024-03-12 23:47:55,509 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,509 Model: "SequenceTagger( |
| (embeddings): StackedEmbeddings( |
| (list_embedding_0): FlairEmbeddings( |
| (lm): LanguageModel( |
| (drop): Dropout(p=0.1, inplace=False) |
| (encoder): Embedding(11854, 100) |
| (rnn): LSTM(100, 2048) |
| ) |
| ) |
| (list_embedding_1): FlairEmbeddings( |
| (lm): LanguageModel( |
| (drop): Dropout(p=0.1, inplace=False) |
| (encoder): Embedding(11854, 100) |
| (rnn): LSTM(100, 2048) |
| ) |
| ) |
| ) |
| (word_dropout): WordDropout(p=0.05) |
| (locked_dropout): LockedDropout(p=0.5) |
| (embedding2nn): Linear(in_features=4096, out_features=4096, bias=True) |
| (rnn): LSTM(4096, 256, batch_first=True, bidirectional=True) |
| (linear): Linear(in_features=512, out_features=17, bias=True) |
| (loss_function): CrossEntropyLoss() |
| )" |
| 2024-03-12 23:47:55,509 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,511 MultiCorpus: 199269 train + 22814 dev + 22125 test sentences |
| - UD_ENGLISH Corpus: 12544 train + 2001 dev + 2077 test sentences - /home/stefan/.flair/datasets/ud_english |
| - UD_GERMAN Corpus: 13814 train + 799 dev + 977 test sentences - /home/stefan/.flair/datasets/ud_german |
| - UD_DUTCH Corpus: 12289 train + 718 dev + 596 test sentences - /home/stefan/.flair/datasets/ud_dutch |
| - UD_FRENCH Corpus: 14450 train + 1476 dev + 416 test sentences - /home/stefan/.flair/datasets/ud_french |
| - UD_ITALIAN Corpus: 13121 train + 564 dev + 482 test sentences - /home/stefan/.flair/datasets/ud_italian |
| - UD_SPANISH Corpus: 14187 train + 1400 dev + 426 test sentences - /home/stefan/.flair/datasets/ud_spanish |
| - UD_POLISH Corpus: 13774 train + 1745 dev + 1727 test sentences - /home/stefan/.flair/datasets/ud_polish |
| - UD_CZECH Corpus: 68491 train + 9270 dev + 10146 test sentences - /home/stefan/.flair/datasets/ud_czech |
| - UD_DANISH Corpus: 4383 train + 564 dev + 565 test sentences - /home/stefan/.flair/datasets/ud_danish |
| - UD_SWEDISH Corpus: 4303 train + 504 dev + 1219 test sentences - /home/stefan/.flair/datasets/ud_swedish |
| - UD_NORWEGIAN Corpus: 15696 train + 2409 dev + 1939 test sentences - /home/stefan/.flair/datasets/ud_norwegian |
| - UD_FINNISH Corpus: 12217 train + 1364 dev + 1555 test sentences - /home/stefan/.flair/datasets/ud_finnish |
| 2024-03-12 23:47:55,511 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,511 Train: 222083 sentences |
| 2024-03-12 23:47:55,511 (train_with_dev=True, train_with_test=False) |
| 2024-03-12 23:47:55,511 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,511 Training Params: |
| 2024-03-12 23:47:55,511 - learning_rate: "0.1" |
| 2024-03-12 23:47:55,511 - mini_batch_size: "32" |
| 2024-03-12 23:47:55,511 - max_epochs: "150" |
| 2024-03-12 23:47:55,511 - shuffle: "True" |
| 2024-03-12 23:47:55,511 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,511 Plugins: |
| 2024-03-12 23:47:55,511 - AnnealOnPlateau | patience: '3', anneal_factor: '0.5', min_learning_rate: '0.0001' |
| 2024-03-12 23:47:55,511 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,511 Final evaluation on model from best epoch (best-model.pt) |
| 2024-03-12 23:47:55,511 - metric: "('micro avg', 'f1-score')" |
| 2024-03-12 23:47:55,512 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,512 Computation: |
| 2024-03-12 23:47:55,512 - compute on device: cuda:0 |
| 2024-03-12 23:47:55,512 - embedding storage: cpu |
| 2024-03-12 23:47:55,512 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,512 Model training base path: "resources/taggers/upos-multi" |
| 2024-03-12 23:47:55,512 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:47:55,512 ---------------------------------------------------------------------------------------------------- |
| 2024-03-12 23:50:17,991 epoch 1 - iter 694/6941 - loss 0.73503169 - time (sec): 142.48 - samples/sec: 2727.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-12 23:52:40,236 epoch 1 - iter 1388/6941 - loss 0.61209600 - time (sec): 284.72 - samples/sec: 2718.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-12 23:55:04,932 epoch 1 - iter 2082/6941 - loss 0.55424905 - time (sec): 429.42 - samples/sec: 2708.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-12 23:57:31,177 epoch 1 - iter 2776/6941 - loss 0.51695218 - time (sec): 575.66 - samples/sec: 2692.23 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-12 23:59:54,403 epoch 1 - iter 3470/6941 - loss 0.49113050 - time (sec): 718.89 - samples/sec: 2691.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:02:19,768 epoch 1 - iter 4164/6941 - loss 0.47206226 - time (sec): 864.26 - samples/sec: 2689.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:04:46,750 epoch 1 - iter 4858/6941 - loss 0.45693272 - time (sec): 1011.24 - samples/sec: 2684.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:07:11,220 epoch 1 - iter 5552/6941 - loss 0.44393358 - time (sec): 1155.71 - samples/sec: 2685.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:09:33,935 epoch 1 - iter 6246/6941 - loss 0.43299274 - time (sec): 1298.42 - samples/sec: 2689.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:11:57,900 epoch 1 - iter 6940/6941 - loss 0.42374685 - time (sec): 1442.39 - samples/sec: 2690.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:11:58,032 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 00:11:58,032 EPOCH 1 done: loss 0.4237 - lr: 0.100000 |
| 2024-03-13 00:11:58,032 - 0 epochs without improvement |
| 2024-03-13 00:11:58,032 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 00:14:24,943 epoch 2 - iter 694/6941 - loss 0.33038232 - time (sec): 146.91 - samples/sec: 2658.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:16:49,790 epoch 2 - iter 1388/6941 - loss 0.32998462 - time (sec): 291.76 - samples/sec: 2668.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:19:15,959 epoch 2 - iter 2082/6941 - loss 0.32841976 - time (sec): 437.93 - samples/sec: 2666.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:21:39,334 epoch 2 - iter 2776/6941 - loss 0.32519287 - time (sec): 581.30 - samples/sec: 2676.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:24:01,629 epoch 2 - iter 3470/6941 - loss 0.32254790 - time (sec): 723.60 - samples/sec: 2683.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:26:25,445 epoch 2 - iter 4164/6941 - loss 0.32053494 - time (sec): 867.41 - samples/sec: 2686.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:28:49,598 epoch 2 - iter 4858/6941 - loss 0.31887284 - time (sec): 1011.57 - samples/sec: 2685.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:31:15,291 epoch 2 - iter 5552/6941 - loss 0.31709368 - time (sec): 1157.26 - samples/sec: 2683.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:33:39,776 epoch 2 - iter 6246/6941 - loss 0.31521498 - time (sec): 1301.74 - samples/sec: 2683.23 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:36:04,441 epoch 2 - iter 6940/6941 - loss 0.31379477 - time (sec): 1446.41 - samples/sec: 2682.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:36:04,498 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 00:36:04,498 EPOCH 2 done: loss 0.3138 - lr: 0.100000 |
| 2024-03-13 00:36:04,498 - 0 epochs without improvement |
| 2024-03-13 00:36:04,498 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 00:38:29,545 epoch 3 - iter 694/6941 - loss 0.29734505 - time (sec): 145.05 - samples/sec: 2669.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:40:52,707 epoch 3 - iter 1388/6941 - loss 0.29514544 - time (sec): 288.21 - samples/sec: 2692.60 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:43:17,350 epoch 3 - iter 2082/6941 - loss 0.29405902 - time (sec): 432.85 - samples/sec: 2695.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:45:42,601 epoch 3 - iter 2776/6941 - loss 0.29295132 - time (sec): 578.10 - samples/sec: 2693.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:48:07,177 epoch 3 - iter 3470/6941 - loss 0.29161491 - time (sec): 722.68 - samples/sec: 2690.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:50:31,843 epoch 3 - iter 4164/6941 - loss 0.28991864 - time (sec): 867.35 - samples/sec: 2691.60 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:52:57,535 epoch 3 - iter 4858/6941 - loss 0.28934665 - time (sec): 1013.04 - samples/sec: 2684.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:55:23,091 epoch 3 - iter 5552/6941 - loss 0.28890517 - time (sec): 1158.59 - samples/sec: 2681.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 00:57:46,367 epoch 3 - iter 6246/6941 - loss 0.28773093 - time (sec): 1301.87 - samples/sec: 2683.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:00:08,977 epoch 3 - iter 6940/6941 - loss 0.28691532 - time (sec): 1444.48 - samples/sec: 2686.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:00:09,015 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 01:00:09,015 EPOCH 3 done: loss 0.2869 - lr: 0.100000 |
| 2024-03-13 01:00:09,015 - 0 epochs without improvement |
| 2024-03-13 01:00:09,015 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 01:02:34,546 epoch 4 - iter 694/6941 - loss 0.27725215 - time (sec): 145.53 - samples/sec: 2682.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:04:56,803 epoch 4 - iter 1388/6941 - loss 0.27755069 - time (sec): 287.79 - samples/sec: 2694.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:07:21,612 epoch 4 - iter 2082/6941 - loss 0.27646428 - time (sec): 432.60 - samples/sec: 2687.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:09:45,837 epoch 4 - iter 2776/6941 - loss 0.27560182 - time (sec): 576.82 - samples/sec: 2685.27 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:12:14,489 epoch 4 - iter 3470/6941 - loss 0.27390513 - time (sec): 725.47 - samples/sec: 2677.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:14:38,310 epoch 4 - iter 4164/6941 - loss 0.27299084 - time (sec): 869.29 - samples/sec: 2680.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:17:02,135 epoch 4 - iter 4858/6941 - loss 0.27279451 - time (sec): 1013.12 - samples/sec: 2682.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:19:24,817 epoch 4 - iter 5552/6941 - loss 0.27278976 - time (sec): 1155.80 - samples/sec: 2686.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:21:49,333 epoch 4 - iter 6246/6941 - loss 0.27242400 - time (sec): 1300.32 - samples/sec: 2685.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:24:14,943 epoch 4 - iter 6940/6941 - loss 0.27183237 - time (sec): 1445.93 - samples/sec: 2683.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:24:15,170 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 01:24:15,170 EPOCH 4 done: loss 0.2718 - lr: 0.100000 |
| 2024-03-13 01:24:15,170 - 0 epochs without improvement |
| 2024-03-13 01:24:15,170 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 01:26:38,745 epoch 5 - iter 694/6941 - loss 0.26553249 - time (sec): 143.58 - samples/sec: 2706.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:29:03,946 epoch 5 - iter 1388/6941 - loss 0.26481982 - time (sec): 288.78 - samples/sec: 2691.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:31:26,488 epoch 5 - iter 2082/6941 - loss 0.26398170 - time (sec): 431.32 - samples/sec: 2700.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:33:50,559 epoch 5 - iter 2776/6941 - loss 0.26349240 - time (sec): 575.39 - samples/sec: 2703.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:36:15,832 epoch 5 - iter 3470/6941 - loss 0.26277922 - time (sec): 720.66 - samples/sec: 2698.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:38:40,297 epoch 5 - iter 4164/6941 - loss 0.26250591 - time (sec): 865.13 - samples/sec: 2693.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:41:07,259 epoch 5 - iter 4858/6941 - loss 0.26218919 - time (sec): 1012.09 - samples/sec: 2687.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:43:32,001 epoch 5 - iter 5552/6941 - loss 0.26163946 - time (sec): 1156.83 - samples/sec: 2686.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:45:55,109 epoch 5 - iter 6246/6941 - loss 0.26153066 - time (sec): 1299.94 - samples/sec: 2688.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:48:19,351 epoch 5 - iter 6940/6941 - loss 0.26137170 - time (sec): 1444.18 - samples/sec: 2686.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:48:19,460 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 01:48:19,460 EPOCH 5 done: loss 0.2614 - lr: 0.100000 |
| 2024-03-13 01:48:19,460 - 0 epochs without improvement |
| 2024-03-13 01:48:19,460 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 01:50:43,825 epoch 6 - iter 694/6941 - loss 0.25572139 - time (sec): 144.36 - samples/sec: 2691.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:53:09,113 epoch 6 - iter 1388/6941 - loss 0.25691405 - time (sec): 289.65 - samples/sec: 2680.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:55:35,338 epoch 6 - iter 2082/6941 - loss 0.25638685 - time (sec): 435.88 - samples/sec: 2677.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 01:57:58,567 epoch 6 - iter 2776/6941 - loss 0.25603357 - time (sec): 579.11 - samples/sec: 2682.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:00:23,423 epoch 6 - iter 3470/6941 - loss 0.25484079 - time (sec): 723.96 - samples/sec: 2683.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:02:46,814 epoch 6 - iter 4164/6941 - loss 0.25458550 - time (sec): 867.35 - samples/sec: 2687.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:05:11,756 epoch 6 - iter 4858/6941 - loss 0.25445218 - time (sec): 1012.30 - samples/sec: 2683.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:07:35,506 epoch 6 - iter 5552/6941 - loss 0.25428344 - time (sec): 1156.05 - samples/sec: 2685.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:09:57,469 epoch 6 - iter 6246/6941 - loss 0.25375242 - time (sec): 1298.01 - samples/sec: 2690.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:12:23,434 epoch 6 - iter 6940/6941 - loss 0.25382052 - time (sec): 1443.97 - samples/sec: 2687.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:12:23,537 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 02:12:23,537 EPOCH 6 done: loss 0.2538 - lr: 0.100000 |
| 2024-03-13 02:12:23,537 - 0 epochs without improvement |
| 2024-03-13 02:12:23,537 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 02:14:47,712 epoch 7 - iter 694/6941 - loss 0.24796613 - time (sec): 144.17 - samples/sec: 2697.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:17:11,180 epoch 7 - iter 1388/6941 - loss 0.24724938 - time (sec): 287.64 - samples/sec: 2701.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:19:36,976 epoch 7 - iter 2082/6941 - loss 0.24788978 - time (sec): 433.44 - samples/sec: 2695.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:22:04,075 epoch 7 - iter 2776/6941 - loss 0.24779076 - time (sec): 580.54 - samples/sec: 2682.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:24:28,366 epoch 7 - iter 3470/6941 - loss 0.24762142 - time (sec): 724.83 - samples/sec: 2684.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:26:52,886 epoch 7 - iter 4164/6941 - loss 0.24751144 - time (sec): 869.35 - samples/sec: 2681.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:29:16,900 epoch 7 - iter 4858/6941 - loss 0.24759622 - time (sec): 1013.36 - samples/sec: 2682.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:31:39,868 epoch 7 - iter 5552/6941 - loss 0.24778766 - time (sec): 1156.33 - samples/sec: 2685.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:34:04,817 epoch 7 - iter 6246/6941 - loss 0.24739076 - time (sec): 1301.28 - samples/sec: 2684.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:36:31,620 epoch 7 - iter 6940/6941 - loss 0.24770514 - time (sec): 1448.08 - samples/sec: 2679.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:36:31,692 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 02:36:31,692 EPOCH 7 done: loss 0.2477 - lr: 0.100000 |
| 2024-03-13 02:36:31,693 - 0 epochs without improvement |
| 2024-03-13 02:36:31,693 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 02:38:57,724 epoch 8 - iter 694/6941 - loss 0.24119555 - time (sec): 146.03 - samples/sec: 2683.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:41:23,455 epoch 8 - iter 1388/6941 - loss 0.24267725 - time (sec): 291.76 - samples/sec: 2669.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:43:47,358 epoch 8 - iter 2082/6941 - loss 0.24338227 - time (sec): 435.66 - samples/sec: 2678.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:46:12,775 epoch 8 - iter 2776/6941 - loss 0.24352098 - time (sec): 581.08 - samples/sec: 2676.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:48:38,037 epoch 8 - iter 3470/6941 - loss 0.24344887 - time (sec): 726.34 - samples/sec: 2676.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:51:02,081 epoch 8 - iter 4164/6941 - loss 0.24351582 - time (sec): 870.39 - samples/sec: 2679.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:53:25,733 epoch 8 - iter 4858/6941 - loss 0.24335986 - time (sec): 1014.04 - samples/sec: 2680.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:55:49,361 epoch 8 - iter 5552/6941 - loss 0.24313111 - time (sec): 1157.67 - samples/sec: 2680.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 02:58:14,187 epoch 8 - iter 6246/6941 - loss 0.24324203 - time (sec): 1302.49 - samples/sec: 2681.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:00:37,121 epoch 8 - iter 6940/6941 - loss 0.24329441 - time (sec): 1445.43 - samples/sec: 2684.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:00:37,312 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 03:00:37,312 EPOCH 8 done: loss 0.2433 - lr: 0.100000 |
| 2024-03-13 03:00:37,312 - 0 epochs without improvement |
| 2024-03-13 03:00:37,312 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 03:03:02,938 epoch 9 - iter 694/6941 - loss 0.23807985 - time (sec): 145.63 - samples/sec: 2680.93 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:05:30,867 epoch 9 - iter 1388/6941 - loss 0.23919593 - time (sec): 293.56 - samples/sec: 2659.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:07:52,894 epoch 9 - iter 2082/6941 - loss 0.23923120 - time (sec): 435.58 - samples/sec: 2676.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:10:18,627 epoch 9 - iter 2776/6941 - loss 0.23941288 - time (sec): 581.32 - samples/sec: 2676.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:12:45,257 epoch 9 - iter 3470/6941 - loss 0.23917980 - time (sec): 727.94 - samples/sec: 2673.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:15:05,427 epoch 9 - iter 4164/6941 - loss 0.23893332 - time (sec): 868.11 - samples/sec: 2688.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:17:29,878 epoch 9 - iter 4858/6941 - loss 0.23926709 - time (sec): 1012.57 - samples/sec: 2684.35 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:19:55,869 epoch 9 - iter 5552/6941 - loss 0.23928856 - time (sec): 1158.56 - samples/sec: 2681.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:22:19,262 epoch 9 - iter 6246/6941 - loss 0.23919765 - time (sec): 1301.95 - samples/sec: 2683.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:24:44,500 epoch 9 - iter 6940/6941 - loss 0.23890386 - time (sec): 1447.19 - samples/sec: 2681.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:24:44,606 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 03:24:44,606 EPOCH 9 done: loss 0.2389 - lr: 0.100000 |
| 2024-03-13 03:24:44,606 - 0 epochs without improvement |
| 2024-03-13 03:24:44,606 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 03:27:10,290 epoch 10 - iter 694/6941 - loss 0.23681317 - time (sec): 145.68 - samples/sec: 2675.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:29:37,120 epoch 10 - iter 1388/6941 - loss 0.23701327 - time (sec): 292.51 - samples/sec: 2656.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:32:01,659 epoch 10 - iter 2082/6941 - loss 0.23574456 - time (sec): 437.05 - samples/sec: 2660.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:34:25,759 epoch 10 - iter 2776/6941 - loss 0.23566899 - time (sec): 581.15 - samples/sec: 2671.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:36:49,641 epoch 10 - iter 3470/6941 - loss 0.23560278 - time (sec): 725.03 - samples/sec: 2678.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:39:14,809 epoch 10 - iter 4164/6941 - loss 0.23555780 - time (sec): 870.20 - samples/sec: 2677.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:41:37,222 epoch 10 - iter 4858/6941 - loss 0.23587785 - time (sec): 1012.62 - samples/sec: 2681.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:43:59,937 epoch 10 - iter 5552/6941 - loss 0.23563882 - time (sec): 1155.33 - samples/sec: 2686.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:46:24,722 epoch 10 - iter 6246/6941 - loss 0.23549359 - time (sec): 1300.12 - samples/sec: 2685.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:48:50,082 epoch 10 - iter 6940/6941 - loss 0.23546214 - time (sec): 1445.48 - samples/sec: 2684.43 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:48:50,139 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 03:48:50,139 EPOCH 10 done: loss 0.2355 - lr: 0.100000 |
| 2024-03-13 03:48:50,139 - 0 epochs without improvement |
| 2024-03-13 03:48:50,139 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 03:51:17,795 epoch 11 - iter 694/6941 - loss 0.23133068 - time (sec): 147.66 - samples/sec: 2656.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:53:41,308 epoch 11 - iter 1388/6941 - loss 0.23244924 - time (sec): 291.17 - samples/sec: 2688.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:56:04,471 epoch 11 - iter 2082/6941 - loss 0.23227594 - time (sec): 434.33 - samples/sec: 2690.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 03:58:30,535 epoch 11 - iter 2776/6941 - loss 0.23247393 - time (sec): 580.40 - samples/sec: 2681.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:00:56,506 epoch 11 - iter 3470/6941 - loss 0.23246076 - time (sec): 726.37 - samples/sec: 2680.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:03:22,073 epoch 11 - iter 4164/6941 - loss 0.23256076 - time (sec): 871.93 - samples/sec: 2674.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:05:45,398 epoch 11 - iter 4858/6941 - loss 0.23266444 - time (sec): 1015.26 - samples/sec: 2676.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:08:11,320 epoch 11 - iter 5552/6941 - loss 0.23250046 - time (sec): 1161.18 - samples/sec: 2677.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:10:33,912 epoch 11 - iter 6246/6941 - loss 0.23227061 - time (sec): 1303.77 - samples/sec: 2680.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:12:56,927 epoch 11 - iter 6940/6941 - loss 0.23220866 - time (sec): 1446.79 - samples/sec: 2681.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:12:56,986 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 04:12:56,986 EPOCH 11 done: loss 0.2322 - lr: 0.100000 |
| 2024-03-13 04:12:56,986 - 0 epochs without improvement |
| 2024-03-13 04:12:56,986 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 04:15:22,579 epoch 12 - iter 694/6941 - loss 0.22924745 - time (sec): 145.59 - samples/sec: 2680.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:17:45,406 epoch 12 - iter 1388/6941 - loss 0.22856203 - time (sec): 288.42 - samples/sec: 2697.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:20:11,012 epoch 12 - iter 2082/6941 - loss 0.22850929 - time (sec): 434.03 - samples/sec: 2684.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:22:36,293 epoch 12 - iter 2776/6941 - loss 0.22830390 - time (sec): 579.31 - samples/sec: 2678.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:25:01,387 epoch 12 - iter 3470/6941 - loss 0.22907574 - time (sec): 724.40 - samples/sec: 2673.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:27:25,409 epoch 12 - iter 4164/6941 - loss 0.22945351 - time (sec): 868.42 - samples/sec: 2678.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:29:50,643 epoch 12 - iter 4858/6941 - loss 0.22940045 - time (sec): 1013.66 - samples/sec: 2677.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:32:14,023 epoch 12 - iter 5552/6941 - loss 0.22930982 - time (sec): 1157.04 - samples/sec: 2680.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:34:37,967 epoch 12 - iter 6246/6941 - loss 0.22943951 - time (sec): 1300.98 - samples/sec: 2683.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:37:02,430 epoch 12 - iter 6940/6941 - loss 0.22948379 - time (sec): 1445.44 - samples/sec: 2684.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:37:02,517 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 04:37:02,517 EPOCH 12 done: loss 0.2295 - lr: 0.100000 |
| 2024-03-13 04:37:02,517 - 0 epochs without improvement |
| 2024-03-13 04:37:02,517 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 04:39:28,823 epoch 13 - iter 694/6941 - loss 0.22883920 - time (sec): 146.31 - samples/sec: 2668.47 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:41:51,594 epoch 13 - iter 1388/6941 - loss 0.22787374 - time (sec): 289.08 - samples/sec: 2693.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:44:13,532 epoch 13 - iter 2082/6941 - loss 0.22840886 - time (sec): 431.01 - samples/sec: 2701.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:46:39,271 epoch 13 - iter 2776/6941 - loss 0.22766334 - time (sec): 576.75 - samples/sec: 2696.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:49:03,259 epoch 13 - iter 3470/6941 - loss 0.22760525 - time (sec): 720.74 - samples/sec: 2699.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:51:29,218 epoch 13 - iter 4164/6941 - loss 0.22783626 - time (sec): 866.70 - samples/sec: 2691.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:53:54,559 epoch 13 - iter 4858/6941 - loss 0.22752670 - time (sec): 1012.04 - samples/sec: 2689.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:56:20,608 epoch 13 - iter 5552/6941 - loss 0.22742229 - time (sec): 1158.09 - samples/sec: 2684.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 04:58:45,255 epoch 13 - iter 6246/6941 - loss 0.22749173 - time (sec): 1302.74 - samples/sec: 2681.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:01:09,142 epoch 13 - iter 6940/6941 - loss 0.22764903 - time (sec): 1446.62 - samples/sec: 2682.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:01:09,195 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 05:01:09,195 EPOCH 13 done: loss 0.2276 - lr: 0.100000 |
| 2024-03-13 05:01:09,195 - 0 epochs without improvement |
| 2024-03-13 05:01:09,195 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 05:03:31,310 epoch 14 - iter 694/6941 - loss 0.22786852 - time (sec): 142.11 - samples/sec: 2718.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:05:56,226 epoch 14 - iter 1388/6941 - loss 0.22816799 - time (sec): 287.03 - samples/sec: 2699.60 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:08:20,306 epoch 14 - iter 2082/6941 - loss 0.22784909 - time (sec): 431.11 - samples/sec: 2696.51 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:10:44,733 epoch 14 - iter 2776/6941 - loss 0.22703533 - time (sec): 575.54 - samples/sec: 2691.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:13:10,580 epoch 14 - iter 3470/6941 - loss 0.22623990 - time (sec): 721.38 - samples/sec: 2688.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:15:33,741 epoch 14 - iter 4164/6941 - loss 0.22598611 - time (sec): 864.55 - samples/sec: 2693.76 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:17:57,501 epoch 14 - iter 4858/6941 - loss 0.22587773 - time (sec): 1008.31 - samples/sec: 2694.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:20:22,405 epoch 14 - iter 5552/6941 - loss 0.22588386 - time (sec): 1153.21 - samples/sec: 2691.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:22:47,333 epoch 14 - iter 6246/6941 - loss 0.22579504 - time (sec): 1298.14 - samples/sec: 2690.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:25:13,065 epoch 14 - iter 6940/6941 - loss 0.22556878 - time (sec): 1443.87 - samples/sec: 2687.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:25:13,229 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 05:25:13,229 EPOCH 14 done: loss 0.2256 - lr: 0.100000 |
| 2024-03-13 05:25:13,229 - 0 epochs without improvement |
| 2024-03-13 05:25:13,229 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 05:27:38,464 epoch 15 - iter 694/6941 - loss 0.22294242 - time (sec): 145.23 - samples/sec: 2662.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:30:00,183 epoch 15 - iter 1388/6941 - loss 0.22433502 - time (sec): 286.95 - samples/sec: 2688.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:32:25,996 epoch 15 - iter 2082/6941 - loss 0.22385041 - time (sec): 432.77 - samples/sec: 2679.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:34:49,941 epoch 15 - iter 2776/6941 - loss 0.22379523 - time (sec): 576.71 - samples/sec: 2686.27 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:37:14,646 epoch 15 - iter 3470/6941 - loss 0.22352000 - time (sec): 721.42 - samples/sec: 2688.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:39:40,622 epoch 15 - iter 4164/6941 - loss 0.22335765 - time (sec): 867.39 - samples/sec: 2681.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:42:04,458 epoch 15 - iter 4858/6941 - loss 0.22312603 - time (sec): 1011.23 - samples/sec: 2686.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:44:27,677 epoch 15 - iter 5552/6941 - loss 0.22335164 - time (sec): 1154.45 - samples/sec: 2688.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:46:53,016 epoch 15 - iter 6246/6941 - loss 0.22363489 - time (sec): 1299.79 - samples/sec: 2686.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:49:17,431 epoch 15 - iter 6940/6941 - loss 0.22359079 - time (sec): 1444.20 - samples/sec: 2686.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:49:17,580 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 05:49:17,580 EPOCH 15 done: loss 0.2236 - lr: 0.100000 |
| 2024-03-13 05:49:17,580 - 0 epochs without improvement |
| 2024-03-13 05:49:17,580 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 05:51:42,452 epoch 16 - iter 694/6941 - loss 0.22255533 - time (sec): 144.87 - samples/sec: 2678.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:54:07,704 epoch 16 - iter 1388/6941 - loss 0.22147386 - time (sec): 290.12 - samples/sec: 2677.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:56:33,043 epoch 16 - iter 2082/6941 - loss 0.22188060 - time (sec): 435.46 - samples/sec: 2677.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 05:58:56,748 epoch 16 - iter 2776/6941 - loss 0.22164503 - time (sec): 579.17 - samples/sec: 2684.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:01:21,207 epoch 16 - iter 3470/6941 - loss 0.22170440 - time (sec): 723.63 - samples/sec: 2680.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:03:45,931 epoch 16 - iter 4164/6941 - loss 0.22175794 - time (sec): 868.35 - samples/sec: 2681.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:06:09,103 epoch 16 - iter 4858/6941 - loss 0.22183879 - time (sec): 1011.52 - samples/sec: 2684.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:08:35,835 epoch 16 - iter 5552/6941 - loss 0.22180362 - time (sec): 1158.25 - samples/sec: 2681.43 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:11:00,588 epoch 16 - iter 6246/6941 - loss 0.22171134 - time (sec): 1303.01 - samples/sec: 2680.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:13:25,069 epoch 16 - iter 6940/6941 - loss 0.22150776 - time (sec): 1447.49 - samples/sec: 2680.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:13:25,164 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 06:13:25,164 EPOCH 16 done: loss 0.2215 - lr: 0.100000 |
| 2024-03-13 06:13:25,164 - 0 epochs without improvement |
| 2024-03-13 06:13:25,164 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 06:15:49,908 epoch 17 - iter 694/6941 - loss 0.21916313 - time (sec): 144.74 - samples/sec: 2688.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:18:11,616 epoch 17 - iter 1388/6941 - loss 0.21994536 - time (sec): 286.45 - samples/sec: 2707.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:20:37,891 epoch 17 - iter 2082/6941 - loss 0.21988936 - time (sec): 432.73 - samples/sec: 2687.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:23:01,290 epoch 17 - iter 2776/6941 - loss 0.21930860 - time (sec): 576.13 - samples/sec: 2688.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:25:29,858 epoch 17 - iter 3470/6941 - loss 0.22007378 - time (sec): 724.69 - samples/sec: 2680.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:27:53,899 epoch 17 - iter 4164/6941 - loss 0.21980562 - time (sec): 868.73 - samples/sec: 2682.51 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:30:18,873 epoch 17 - iter 4858/6941 - loss 0.22015740 - time (sec): 1013.71 - samples/sec: 2682.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:32:42,112 epoch 17 - iter 5552/6941 - loss 0.22056445 - time (sec): 1156.95 - samples/sec: 2683.76 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:35:06,302 epoch 17 - iter 6246/6941 - loss 0.22032884 - time (sec): 1301.14 - samples/sec: 2684.46 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:37:30,435 epoch 17 - iter 6940/6941 - loss 0.22027404 - time (sec): 1445.27 - samples/sec: 2684.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:37:30,525 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 06:37:30,525 EPOCH 17 done: loss 0.2203 - lr: 0.100000 |
| 2024-03-13 06:37:30,525 - 0 epochs without improvement |
| 2024-03-13 06:37:30,525 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 06:39:56,010 epoch 18 - iter 694/6941 - loss 0.21637072 - time (sec): 145.49 - samples/sec: 2686.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:42:21,481 epoch 18 - iter 1388/6941 - loss 0.21757134 - time (sec): 290.96 - samples/sec: 2677.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:44:46,681 epoch 18 - iter 2082/6941 - loss 0.21765282 - time (sec): 436.16 - samples/sec: 2675.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:47:09,877 epoch 18 - iter 2776/6941 - loss 0.21769275 - time (sec): 579.35 - samples/sec: 2679.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:49:33,365 epoch 18 - iter 3470/6941 - loss 0.21828862 - time (sec): 722.84 - samples/sec: 2684.46 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:51:57,642 epoch 18 - iter 4164/6941 - loss 0.21860572 - time (sec): 867.12 - samples/sec: 2683.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:54:23,531 epoch 18 - iter 4858/6941 - loss 0.21874449 - time (sec): 1013.01 - samples/sec: 2680.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:56:47,665 epoch 18 - iter 5552/6941 - loss 0.21894604 - time (sec): 1157.14 - samples/sec: 2682.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 06:59:14,332 epoch 18 - iter 6246/6941 - loss 0.21887033 - time (sec): 1303.81 - samples/sec: 2677.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:01:38,201 epoch 18 - iter 6940/6941 - loss 0.21900330 - time (sec): 1447.68 - samples/sec: 2680.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:01:38,405 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 07:01:38,405 EPOCH 18 done: loss 0.2190 - lr: 0.100000 |
| 2024-03-13 07:01:38,406 - 0 epochs without improvement |
| 2024-03-13 07:01:38,406 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 07:04:00,439 epoch 19 - iter 694/6941 - loss 0.21715577 - time (sec): 142.03 - samples/sec: 2721.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:06:28,842 epoch 19 - iter 1388/6941 - loss 0.21687784 - time (sec): 290.44 - samples/sec: 2668.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:08:54,964 epoch 19 - iter 2082/6941 - loss 0.21672266 - time (sec): 436.56 - samples/sec: 2662.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:11:17,426 epoch 19 - iter 2776/6941 - loss 0.21691915 - time (sec): 579.02 - samples/sec: 2675.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:13:39,242 epoch 19 - iter 3470/6941 - loss 0.21762129 - time (sec): 720.84 - samples/sec: 2685.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:16:03,953 epoch 19 - iter 4164/6941 - loss 0.21782215 - time (sec): 865.55 - samples/sec: 2685.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:18:30,646 epoch 19 - iter 4858/6941 - loss 0.21769475 - time (sec): 1012.24 - samples/sec: 2683.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:20:54,048 epoch 19 - iter 5552/6941 - loss 0.21749010 - time (sec): 1155.64 - samples/sec: 2687.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:23:19,204 epoch 19 - iter 6246/6941 - loss 0.21767234 - time (sec): 1300.80 - samples/sec: 2685.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:25:42,959 epoch 19 - iter 6940/6941 - loss 0.21761571 - time (sec): 1444.55 - samples/sec: 2686.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:25:43,036 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 07:25:43,036 EPOCH 19 done: loss 0.2176 - lr: 0.100000 |
| 2024-03-13 07:25:43,036 - 0 epochs without improvement |
| 2024-03-13 07:25:43,036 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 07:28:10,727 epoch 20 - iter 694/6941 - loss 0.21604219 - time (sec): 147.69 - samples/sec: 2631.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:30:36,367 epoch 20 - iter 1388/6941 - loss 0.21758854 - time (sec): 293.33 - samples/sec: 2640.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:32:59,617 epoch 20 - iter 2082/6941 - loss 0.21714181 - time (sec): 436.58 - samples/sec: 2660.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:35:22,177 epoch 20 - iter 2776/6941 - loss 0.21720298 - time (sec): 579.14 - samples/sec: 2674.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:37:46,782 epoch 20 - iter 3470/6941 - loss 0.21646706 - time (sec): 723.75 - samples/sec: 2680.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:40:11,852 epoch 20 - iter 4164/6941 - loss 0.21660940 - time (sec): 868.82 - samples/sec: 2680.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:42:37,025 epoch 20 - iter 4858/6941 - loss 0.21647715 - time (sec): 1013.99 - samples/sec: 2679.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:45:00,599 epoch 20 - iter 5552/6941 - loss 0.21667127 - time (sec): 1157.56 - samples/sec: 2680.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:47:26,815 epoch 20 - iter 6246/6941 - loss 0.21654965 - time (sec): 1303.78 - samples/sec: 2679.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:49:49,268 epoch 20 - iter 6940/6941 - loss 0.21646505 - time (sec): 1446.23 - samples/sec: 2683.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:49:49,393 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 07:49:49,393 EPOCH 20 done: loss 0.2165 - lr: 0.100000 |
| 2024-03-13 07:49:49,393 - 0 epochs without improvement |
| 2024-03-13 07:49:49,393 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 07:52:14,396 epoch 21 - iter 694/6941 - loss 0.21661537 - time (sec): 145.00 - samples/sec: 2680.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:54:41,473 epoch 21 - iter 1388/6941 - loss 0.21609237 - time (sec): 292.08 - samples/sec: 2665.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:57:06,881 epoch 21 - iter 2082/6941 - loss 0.21527292 - time (sec): 437.49 - samples/sec: 2666.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 07:59:31,768 epoch 21 - iter 2776/6941 - loss 0.21573870 - time (sec): 582.38 - samples/sec: 2669.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:01:55,412 epoch 21 - iter 3470/6941 - loss 0.21511181 - time (sec): 726.02 - samples/sec: 2677.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:04:17,725 epoch 21 - iter 4164/6941 - loss 0.21514586 - time (sec): 868.33 - samples/sec: 2683.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:06:41,927 epoch 21 - iter 4858/6941 - loss 0.21541428 - time (sec): 1012.53 - samples/sec: 2685.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:09:06,877 epoch 21 - iter 5552/6941 - loss 0.21558294 - time (sec): 1157.48 - samples/sec: 2682.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:11:32,422 epoch 21 - iter 6246/6941 - loss 0.21515229 - time (sec): 1303.03 - samples/sec: 2680.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:13:57,434 epoch 21 - iter 6940/6941 - loss 0.21518294 - time (sec): 1448.04 - samples/sec: 2679.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:13:57,506 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 08:13:57,506 EPOCH 21 done: loss 0.2152 - lr: 0.100000 |
| 2024-03-13 08:13:57,507 - 0 epochs without improvement |
| 2024-03-13 08:13:57,507 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 08:16:20,008 epoch 22 - iter 694/6941 - loss 0.21209462 - time (sec): 142.50 - samples/sec: 2720.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:18:44,546 epoch 22 - iter 1388/6941 - loss 0.21267648 - time (sec): 287.04 - samples/sec: 2705.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:21:11,085 epoch 22 - iter 2082/6941 - loss 0.21322039 - time (sec): 433.58 - samples/sec: 2687.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:23:34,749 epoch 22 - iter 2776/6941 - loss 0.21343574 - time (sec): 577.24 - samples/sec: 2684.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:25:57,255 epoch 22 - iter 3470/6941 - loss 0.21361472 - time (sec): 719.75 - samples/sec: 2691.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:28:25,311 epoch 22 - iter 4164/6941 - loss 0.21351867 - time (sec): 867.80 - samples/sec: 2682.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:30:47,668 epoch 22 - iter 4858/6941 - loss 0.21374039 - time (sec): 1010.16 - samples/sec: 2688.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:33:11,695 epoch 22 - iter 5552/6941 - loss 0.21379455 - time (sec): 1154.19 - samples/sec: 2688.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:35:36,571 epoch 22 - iter 6246/6941 - loss 0.21384033 - time (sec): 1299.06 - samples/sec: 2688.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:38:03,663 epoch 22 - iter 6940/6941 - loss 0.21419823 - time (sec): 1446.16 - samples/sec: 2683.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:38:03,748 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 08:38:03,748 EPOCH 22 done: loss 0.2142 - lr: 0.100000 |
| 2024-03-13 08:38:03,748 - 0 epochs without improvement |
| 2024-03-13 08:38:03,749 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 08:40:28,209 epoch 23 - iter 694/6941 - loss 0.21184962 - time (sec): 144.46 - samples/sec: 2686.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:42:53,017 epoch 23 - iter 1388/6941 - loss 0.21140968 - time (sec): 289.27 - samples/sec: 2689.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:45:15,957 epoch 23 - iter 2082/6941 - loss 0.21199431 - time (sec): 432.21 - samples/sec: 2698.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:47:42,265 epoch 23 - iter 2776/6941 - loss 0.21248730 - time (sec): 578.52 - samples/sec: 2689.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:50:09,372 epoch 23 - iter 3470/6941 - loss 0.21234696 - time (sec): 725.62 - samples/sec: 2678.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:52:33,278 epoch 23 - iter 4164/6941 - loss 0.21226130 - time (sec): 869.53 - samples/sec: 2681.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:54:58,041 epoch 23 - iter 4858/6941 - loss 0.21261414 - time (sec): 1014.29 - samples/sec: 2679.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:57:22,534 epoch 23 - iter 5552/6941 - loss 0.21255516 - time (sec): 1158.79 - samples/sec: 2681.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 08:59:45,940 epoch 23 - iter 6246/6941 - loss 0.21247207 - time (sec): 1302.19 - samples/sec: 2681.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:02:11,153 epoch 23 - iter 6940/6941 - loss 0.21284307 - time (sec): 1447.40 - samples/sec: 2680.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:02:11,228 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 09:02:11,228 EPOCH 23 done: loss 0.2128 - lr: 0.100000 |
| 2024-03-13 09:02:11,228 - 0 epochs without improvement |
| 2024-03-13 09:02:11,228 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 09:04:40,115 epoch 24 - iter 694/6941 - loss 0.21073920 - time (sec): 148.89 - samples/sec: 2637.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:07:04,202 epoch 24 - iter 1388/6941 - loss 0.20983943 - time (sec): 292.97 - samples/sec: 2660.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:09:27,476 epoch 24 - iter 2082/6941 - loss 0.21033404 - time (sec): 436.25 - samples/sec: 2674.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:11:47,043 epoch 24 - iter 2776/6941 - loss 0.21070718 - time (sec): 575.82 - samples/sec: 2692.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:14:10,377 epoch 24 - iter 3470/6941 - loss 0.21100182 - time (sec): 719.15 - samples/sec: 2695.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:16:34,356 epoch 24 - iter 4164/6941 - loss 0.21135763 - time (sec): 863.13 - samples/sec: 2692.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:18:58,719 epoch 24 - iter 4858/6941 - loss 0.21118889 - time (sec): 1007.49 - samples/sec: 2694.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:21:26,821 epoch 24 - iter 5552/6941 - loss 0.21114410 - time (sec): 1155.59 - samples/sec: 2685.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:23:51,500 epoch 24 - iter 6246/6941 - loss 0.21143243 - time (sec): 1300.27 - samples/sec: 2686.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:26:16,796 epoch 24 - iter 6940/6941 - loss 0.21143405 - time (sec): 1445.57 - samples/sec: 2684.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:26:16,920 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 09:26:16,920 EPOCH 24 done: loss 0.2114 - lr: 0.100000 |
| 2024-03-13 09:26:16,920 - 0 epochs without improvement |
| 2024-03-13 09:26:16,920 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 09:28:40,199 epoch 25 - iter 694/6941 - loss 0.21020785 - time (sec): 143.28 - samples/sec: 2697.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:31:05,966 epoch 25 - iter 1388/6941 - loss 0.21093220 - time (sec): 289.05 - samples/sec: 2681.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:33:29,936 epoch 25 - iter 2082/6941 - loss 0.21110895 - time (sec): 433.02 - samples/sec: 2693.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:35:54,437 epoch 25 - iter 2776/6941 - loss 0.21102281 - time (sec): 577.52 - samples/sec: 2689.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:38:18,373 epoch 25 - iter 3470/6941 - loss 0.21101384 - time (sec): 721.45 - samples/sec: 2689.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:40:40,968 epoch 25 - iter 4164/6941 - loss 0.21148976 - time (sec): 864.05 - samples/sec: 2693.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:43:02,805 epoch 25 - iter 4858/6941 - loss 0.21157553 - time (sec): 1005.89 - samples/sec: 2696.40 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:45:31,152 epoch 25 - iter 5552/6941 - loss 0.21139932 - time (sec): 1154.23 - samples/sec: 2688.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:47:56,220 epoch 25 - iter 6246/6941 - loss 0.21166132 - time (sec): 1299.30 - samples/sec: 2686.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:50:22,952 epoch 25 - iter 6940/6941 - loss 0.21155835 - time (sec): 1446.03 - samples/sec: 2683.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:50:23,119 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 09:50:23,119 EPOCH 25 done: loss 0.2116 - lr: 0.100000 |
| 2024-03-13 09:50:23,119 - 1 epochs without improvement |
| 2024-03-13 09:50:23,120 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 09:52:47,862 epoch 26 - iter 694/6941 - loss 0.20670431 - time (sec): 144.74 - samples/sec: 2675.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:55:12,028 epoch 26 - iter 1388/6941 - loss 0.20842685 - time (sec): 288.91 - samples/sec: 2676.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 09:57:35,828 epoch 26 - iter 2082/6941 - loss 0.20912150 - time (sec): 432.71 - samples/sec: 2683.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:00:02,411 epoch 26 - iter 2776/6941 - loss 0.20908026 - time (sec): 579.29 - samples/sec: 2682.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:02:28,797 epoch 26 - iter 3470/6941 - loss 0.20958796 - time (sec): 725.68 - samples/sec: 2675.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:04:53,947 epoch 26 - iter 4164/6941 - loss 0.20968381 - time (sec): 870.83 - samples/sec: 2676.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:07:19,153 epoch 26 - iter 4858/6941 - loss 0.20986885 - time (sec): 1016.03 - samples/sec: 2679.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:09:41,490 epoch 26 - iter 5552/6941 - loss 0.20953188 - time (sec): 1158.37 - samples/sec: 2683.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:12:04,176 epoch 26 - iter 6246/6941 - loss 0.20983468 - time (sec): 1301.06 - samples/sec: 2684.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:14:28,117 epoch 26 - iter 6940/6941 - loss 0.20992754 - time (sec): 1445.00 - samples/sec: 2685.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:14:28,190 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 10:14:28,190 EPOCH 26 done: loss 0.2099 - lr: 0.100000 |
| 2024-03-13 10:14:28,190 - 0 epochs without improvement |
| 2024-03-13 10:14:28,190 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 10:16:51,462 epoch 27 - iter 694/6941 - loss 0.20967962 - time (sec): 143.27 - samples/sec: 2709.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:19:17,987 epoch 27 - iter 1388/6941 - loss 0.21061392 - time (sec): 289.80 - samples/sec: 2676.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:21:40,900 epoch 27 - iter 2082/6941 - loss 0.20996964 - time (sec): 432.71 - samples/sec: 2689.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:24:05,111 epoch 27 - iter 2776/6941 - loss 0.21028914 - time (sec): 576.92 - samples/sec: 2691.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:26:32,288 epoch 27 - iter 3470/6941 - loss 0.20935169 - time (sec): 724.10 - samples/sec: 2682.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:28:56,067 epoch 27 - iter 4164/6941 - loss 0.20994030 - time (sec): 867.88 - samples/sec: 2682.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:31:21,404 epoch 27 - iter 4858/6941 - loss 0.20998148 - time (sec): 1013.21 - samples/sec: 2683.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:33:44,597 epoch 27 - iter 5552/6941 - loss 0.20981764 - time (sec): 1156.41 - samples/sec: 2686.11 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:36:08,970 epoch 27 - iter 6246/6941 - loss 0.20976872 - time (sec): 1300.78 - samples/sec: 2687.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:38:32,998 epoch 27 - iter 6940/6941 - loss 0.20994148 - time (sec): 1444.81 - samples/sec: 2685.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:38:33,100 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 10:38:33,100 EPOCH 27 done: loss 0.2099 - lr: 0.100000 |
| 2024-03-13 10:38:33,100 - 1 epochs without improvement |
| 2024-03-13 10:38:33,100 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 10:40:57,020 epoch 28 - iter 694/6941 - loss 0.20809824 - time (sec): 143.92 - samples/sec: 2709.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:43:22,690 epoch 28 - iter 1388/6941 - loss 0.20851329 - time (sec): 289.59 - samples/sec: 2682.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:45:48,783 epoch 28 - iter 2082/6941 - loss 0.20899760 - time (sec): 435.68 - samples/sec: 2673.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:48:11,815 epoch 28 - iter 2776/6941 - loss 0.20883500 - time (sec): 578.71 - samples/sec: 2683.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:50:36,077 epoch 28 - iter 3470/6941 - loss 0.20887912 - time (sec): 722.98 - samples/sec: 2684.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:53:00,717 epoch 28 - iter 4164/6941 - loss 0.20860242 - time (sec): 867.62 - samples/sec: 2680.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:55:23,999 epoch 28 - iter 4858/6941 - loss 0.20888743 - time (sec): 1010.90 - samples/sec: 2683.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 10:57:48,523 epoch 28 - iter 5552/6941 - loss 0.20887735 - time (sec): 1155.42 - samples/sec: 2684.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:00:13,177 epoch 28 - iter 6246/6941 - loss 0.20883301 - time (sec): 1300.08 - samples/sec: 2684.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:02:37,680 epoch 28 - iter 6940/6941 - loss 0.20892294 - time (sec): 1444.58 - samples/sec: 2686.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:02:37,812 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 11:02:37,812 EPOCH 28 done: loss 0.2089 - lr: 0.100000 |
| 2024-03-13 11:02:37,812 - 0 epochs without improvement |
| 2024-03-13 11:02:37,812 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 11:05:01,771 epoch 29 - iter 694/6941 - loss 0.20872965 - time (sec): 143.96 - samples/sec: 2693.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:07:26,865 epoch 29 - iter 1388/6941 - loss 0.20760447 - time (sec): 289.05 - samples/sec: 2684.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:09:49,454 epoch 29 - iter 2082/6941 - loss 0.20771273 - time (sec): 431.64 - samples/sec: 2699.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:12:12,385 epoch 29 - iter 2776/6941 - loss 0.20804842 - time (sec): 574.57 - samples/sec: 2699.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:14:36,550 epoch 29 - iter 3470/6941 - loss 0.20787646 - time (sec): 718.74 - samples/sec: 2694.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:16:59,849 epoch 29 - iter 4164/6941 - loss 0.20794497 - time (sec): 862.04 - samples/sec: 2695.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:19:25,965 epoch 29 - iter 4858/6941 - loss 0.20781120 - time (sec): 1008.15 - samples/sec: 2688.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:21:49,641 epoch 29 - iter 5552/6941 - loss 0.20798720 - time (sec): 1151.83 - samples/sec: 2688.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:24:17,541 epoch 29 - iter 6246/6941 - loss 0.20804887 - time (sec): 1299.73 - samples/sec: 2684.13 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:26:44,145 epoch 29 - iter 6940/6941 - loss 0.20818626 - time (sec): 1446.33 - samples/sec: 2682.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:26:44,237 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 11:26:44,237 EPOCH 29 done: loss 0.2082 - lr: 0.100000 |
| 2024-03-13 11:26:44,237 - 0 epochs without improvement |
| 2024-03-13 11:26:44,237 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 11:29:10,524 epoch 30 - iter 694/6941 - loss 0.20623127 - time (sec): 146.29 - samples/sec: 2669.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:31:35,039 epoch 30 - iter 1388/6941 - loss 0.20705860 - time (sec): 290.80 - samples/sec: 2669.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:33:58,809 epoch 30 - iter 2082/6941 - loss 0.20775173 - time (sec): 434.57 - samples/sec: 2682.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:36:23,255 epoch 30 - iter 2776/6941 - loss 0.20828524 - time (sec): 579.02 - samples/sec: 2682.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:38:48,642 epoch 30 - iter 3470/6941 - loss 0.20755949 - time (sec): 724.40 - samples/sec: 2681.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:41:15,331 epoch 30 - iter 4164/6941 - loss 0.20773343 - time (sec): 871.09 - samples/sec: 2675.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:43:39,115 epoch 30 - iter 4858/6941 - loss 0.20748564 - time (sec): 1014.88 - samples/sec: 2679.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:46:03,574 epoch 30 - iter 5552/6941 - loss 0.20779447 - time (sec): 1159.34 - samples/sec: 2680.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:48:25,669 epoch 30 - iter 6246/6941 - loss 0.20779719 - time (sec): 1301.43 - samples/sec: 2684.13 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:50:52,129 epoch 30 - iter 6940/6941 - loss 0.20779653 - time (sec): 1447.89 - samples/sec: 2679.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:50:52,242 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 11:50:52,242 EPOCH 30 done: loss 0.2078 - lr: 0.100000 |
| 2024-03-13 11:50:52,242 - 0 epochs without improvement |
| 2024-03-13 11:50:52,242 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 11:53:16,658 epoch 31 - iter 694/6941 - loss 0.20819537 - time (sec): 144.42 - samples/sec: 2694.47 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:55:38,838 epoch 31 - iter 1388/6941 - loss 0.20672094 - time (sec): 286.60 - samples/sec: 2712.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 11:58:02,119 epoch 31 - iter 2082/6941 - loss 0.20681279 - time (sec): 429.88 - samples/sec: 2706.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:00:25,343 epoch 31 - iter 2776/6941 - loss 0.20685043 - time (sec): 573.10 - samples/sec: 2705.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:02:49,612 epoch 31 - iter 3470/6941 - loss 0.20713919 - time (sec): 717.37 - samples/sec: 2703.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:05:12,916 epoch 31 - iter 4164/6941 - loss 0.20710239 - time (sec): 860.67 - samples/sec: 2705.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:07:39,362 epoch 31 - iter 4858/6941 - loss 0.20715319 - time (sec): 1007.12 - samples/sec: 2697.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:10:05,882 epoch 31 - iter 5552/6941 - loss 0.20724653 - time (sec): 1153.64 - samples/sec: 2692.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:12:31,232 epoch 31 - iter 6246/6941 - loss 0.20720674 - time (sec): 1298.99 - samples/sec: 2689.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:14:56,441 epoch 31 - iter 6940/6941 - loss 0.20713573 - time (sec): 1444.20 - samples/sec: 2686.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:14:56,549 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 12:14:56,549 EPOCH 31 done: loss 0.2071 - lr: 0.100000 |
| 2024-03-13 12:14:56,549 - 0 epochs without improvement |
| 2024-03-13 12:14:56,549 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 12:17:21,359 epoch 32 - iter 694/6941 - loss 0.20380833 - time (sec): 144.81 - samples/sec: 2684.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:19:47,711 epoch 32 - iter 1388/6941 - loss 0.20477203 - time (sec): 291.16 - samples/sec: 2676.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:22:08,100 epoch 32 - iter 2082/6941 - loss 0.20602529 - time (sec): 431.55 - samples/sec: 2700.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:24:33,477 epoch 32 - iter 2776/6941 - loss 0.20529192 - time (sec): 576.93 - samples/sec: 2694.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:26:57,490 epoch 32 - iter 3470/6941 - loss 0.20580898 - time (sec): 720.94 - samples/sec: 2692.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:29:21,397 epoch 32 - iter 4164/6941 - loss 0.20619317 - time (sec): 864.85 - samples/sec: 2691.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:31:45,105 epoch 32 - iter 4858/6941 - loss 0.20626082 - time (sec): 1008.56 - samples/sec: 2692.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:34:10,005 epoch 32 - iter 5552/6941 - loss 0.20624965 - time (sec): 1153.46 - samples/sec: 2692.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:36:35,631 epoch 32 - iter 6246/6941 - loss 0.20624376 - time (sec): 1299.08 - samples/sec: 2688.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:39:00,565 epoch 32 - iter 6940/6941 - loss 0.20635217 - time (sec): 1444.02 - samples/sec: 2687.13 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:39:00,671 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 12:39:00,671 EPOCH 32 done: loss 0.2064 - lr: 0.100000 |
| 2024-03-13 12:39:00,671 - 0 epochs without improvement |
| 2024-03-13 12:39:00,671 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 12:41:26,118 epoch 33 - iter 694/6941 - loss 0.20506427 - time (sec): 145.45 - samples/sec: 2677.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:43:47,373 epoch 33 - iter 1388/6941 - loss 0.20452731 - time (sec): 286.70 - samples/sec: 2698.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:46:13,374 epoch 33 - iter 2082/6941 - loss 0.20456583 - time (sec): 432.70 - samples/sec: 2684.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:48:40,646 epoch 33 - iter 2776/6941 - loss 0.20423270 - time (sec): 579.98 - samples/sec: 2674.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:51:03,118 epoch 33 - iter 3470/6941 - loss 0.20457141 - time (sec): 722.45 - samples/sec: 2682.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:53:24,244 epoch 33 - iter 4164/6941 - loss 0.20491226 - time (sec): 863.57 - samples/sec: 2692.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:55:47,795 epoch 33 - iter 4858/6941 - loss 0.20485391 - time (sec): 1007.12 - samples/sec: 2695.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 12:58:15,216 epoch 33 - iter 5552/6941 - loss 0.20493658 - time (sec): 1154.54 - samples/sec: 2687.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:00:41,882 epoch 33 - iter 6246/6941 - loss 0.20520327 - time (sec): 1301.21 - samples/sec: 2684.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:03:07,267 epoch 33 - iter 6940/6941 - loss 0.20525196 - time (sec): 1446.60 - samples/sec: 2682.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:03:07,383 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 13:03:07,383 EPOCH 33 done: loss 0.2053 - lr: 0.100000 |
| 2024-03-13 13:03:07,383 - 0 epochs without improvement |
| 2024-03-13 13:03:07,383 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 13:05:32,299 epoch 34 - iter 694/6941 - loss 0.20650693 - time (sec): 144.92 - samples/sec: 2685.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:07:57,195 epoch 34 - iter 1388/6941 - loss 0.20557121 - time (sec): 289.81 - samples/sec: 2686.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:10:21,920 epoch 34 - iter 2082/6941 - loss 0.20589123 - time (sec): 434.54 - samples/sec: 2677.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:12:44,146 epoch 34 - iter 2776/6941 - loss 0.20566331 - time (sec): 576.76 - samples/sec: 2688.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:15:10,101 epoch 34 - iter 3470/6941 - loss 0.20513933 - time (sec): 722.72 - samples/sec: 2685.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:17:36,434 epoch 34 - iter 4164/6941 - loss 0.20513381 - time (sec): 869.05 - samples/sec: 2681.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:20:00,871 epoch 34 - iter 4858/6941 - loss 0.20519025 - time (sec): 1013.49 - samples/sec: 2678.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:22:21,677 epoch 34 - iter 5552/6941 - loss 0.20489977 - time (sec): 1154.29 - samples/sec: 2686.27 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:24:50,038 epoch 34 - iter 6246/6941 - loss 0.20510204 - time (sec): 1302.65 - samples/sec: 2680.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:27:14,601 epoch 34 - iter 6940/6941 - loss 0.20513718 - time (sec): 1447.22 - samples/sec: 2681.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:27:14,695 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 13:27:14,695 EPOCH 34 done: loss 0.2052 - lr: 0.100000 |
| 2024-03-13 13:27:14,695 - 0 epochs without improvement |
| 2024-03-13 13:27:14,695 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 13:29:40,265 epoch 35 - iter 694/6941 - loss 0.20382367 - time (sec): 145.57 - samples/sec: 2671.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:32:04,883 epoch 35 - iter 1388/6941 - loss 0.20345265 - time (sec): 290.19 - samples/sec: 2678.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:34:29,612 epoch 35 - iter 2082/6941 - loss 0.20391741 - time (sec): 434.92 - samples/sec: 2679.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:36:55,303 epoch 35 - iter 2776/6941 - loss 0.20436267 - time (sec): 580.61 - samples/sec: 2677.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:39:18,818 epoch 35 - iter 3470/6941 - loss 0.20444476 - time (sec): 724.12 - samples/sec: 2681.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:41:43,126 epoch 35 - iter 4164/6941 - loss 0.20446813 - time (sec): 868.43 - samples/sec: 2684.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:44:07,619 epoch 35 - iter 4858/6941 - loss 0.20428801 - time (sec): 1012.92 - samples/sec: 2684.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:46:33,301 epoch 35 - iter 5552/6941 - loss 0.20418079 - time (sec): 1158.61 - samples/sec: 2681.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:48:57,603 epoch 35 - iter 6246/6941 - loss 0.20407101 - time (sec): 1302.91 - samples/sec: 2681.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:51:21,560 epoch 35 - iter 6940/6941 - loss 0.20425314 - time (sec): 1446.86 - samples/sec: 2681.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:51:21,695 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 13:51:21,695 EPOCH 35 done: loss 0.2043 - lr: 0.100000 |
| 2024-03-13 13:51:21,695 - 0 epochs without improvement |
| 2024-03-13 13:51:21,695 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 13:53:49,672 epoch 36 - iter 694/6941 - loss 0.20549539 - time (sec): 147.98 - samples/sec: 2624.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:56:15,752 epoch 36 - iter 1388/6941 - loss 0.20389563 - time (sec): 294.06 - samples/sec: 2642.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 13:58:40,704 epoch 36 - iter 2082/6941 - loss 0.20320264 - time (sec): 439.01 - samples/sec: 2655.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:01:03,185 epoch 36 - iter 2776/6941 - loss 0.20353850 - time (sec): 581.49 - samples/sec: 2672.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:03:28,883 epoch 36 - iter 3470/6941 - loss 0.20380348 - time (sec): 727.19 - samples/sec: 2671.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:05:54,646 epoch 36 - iter 4164/6941 - loss 0.20394430 - time (sec): 872.95 - samples/sec: 2670.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:08:16,921 epoch 36 - iter 4858/6941 - loss 0.20385266 - time (sec): 1015.23 - samples/sec: 2674.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:10:39,383 epoch 36 - iter 5552/6941 - loss 0.20385349 - time (sec): 1157.69 - samples/sec: 2679.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:13:00,449 epoch 36 - iter 6246/6941 - loss 0.20417744 - time (sec): 1298.75 - samples/sec: 2686.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:15:27,023 epoch 36 - iter 6940/6941 - loss 0.20416562 - time (sec): 1445.33 - samples/sec: 2684.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:15:27,130 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 14:15:27,130 EPOCH 36 done: loss 0.2042 - lr: 0.100000 |
| 2024-03-13 14:15:27,130 - 0 epochs without improvement |
| 2024-03-13 14:15:27,130 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 14:17:50,701 epoch 37 - iter 694/6941 - loss 0.20374101 - time (sec): 143.57 - samples/sec: 2704.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:20:18,259 epoch 37 - iter 1388/6941 - loss 0.20296671 - time (sec): 291.13 - samples/sec: 2672.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:22:44,987 epoch 37 - iter 2082/6941 - loss 0.20374682 - time (sec): 437.86 - samples/sec: 2670.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:25:09,024 epoch 37 - iter 2776/6941 - loss 0.20377634 - time (sec): 581.89 - samples/sec: 2675.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:27:33,671 epoch 37 - iter 3470/6941 - loss 0.20375272 - time (sec): 726.54 - samples/sec: 2679.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:29:59,903 epoch 37 - iter 4164/6941 - loss 0.20315159 - time (sec): 872.77 - samples/sec: 2676.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:32:22,411 epoch 37 - iter 4858/6941 - loss 0.20329084 - time (sec): 1015.28 - samples/sec: 2679.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:34:45,298 epoch 37 - iter 5552/6941 - loss 0.20349650 - time (sec): 1158.17 - samples/sec: 2683.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:37:10,071 epoch 37 - iter 6246/6941 - loss 0.20356500 - time (sec): 1302.94 - samples/sec: 2682.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:39:31,623 epoch 37 - iter 6940/6941 - loss 0.20368552 - time (sec): 1444.49 - samples/sec: 2686.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:39:31,727 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 14:39:31,727 EPOCH 37 done: loss 0.2037 - lr: 0.100000 |
| 2024-03-13 14:39:31,727 - 0 epochs without improvement |
| 2024-03-13 14:39:31,727 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 14:41:55,519 epoch 38 - iter 694/6941 - loss 0.20188747 - time (sec): 143.79 - samples/sec: 2703.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:44:19,551 epoch 38 - iter 1388/6941 - loss 0.20254138 - time (sec): 287.82 - samples/sec: 2706.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:46:42,559 epoch 38 - iter 2082/6941 - loss 0.20263411 - time (sec): 430.83 - samples/sec: 2701.76 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:49:05,647 epoch 38 - iter 2776/6941 - loss 0.20261945 - time (sec): 573.92 - samples/sec: 2702.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:51:29,773 epoch 38 - iter 3470/6941 - loss 0.20278667 - time (sec): 718.05 - samples/sec: 2703.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:53:56,206 epoch 38 - iter 4164/6941 - loss 0.20292627 - time (sec): 864.48 - samples/sec: 2694.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:56:21,390 epoch 38 - iter 4858/6941 - loss 0.20304990 - time (sec): 1009.66 - samples/sec: 2690.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 14:58:45,940 epoch 38 - iter 5552/6941 - loss 0.20286903 - time (sec): 1154.21 - samples/sec: 2689.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:01:11,110 epoch 38 - iter 6246/6941 - loss 0.20326035 - time (sec): 1299.38 - samples/sec: 2687.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:03:36,027 epoch 38 - iter 6940/6941 - loss 0.20318159 - time (sec): 1444.30 - samples/sec: 2686.60 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:03:36,153 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 15:03:36,153 EPOCH 38 done: loss 0.2032 - lr: 0.100000 |
| 2024-03-13 15:03:36,153 - 0 epochs without improvement |
| 2024-03-13 15:03:36,154 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 15:05:59,301 epoch 39 - iter 694/6941 - loss 0.20176517 - time (sec): 143.15 - samples/sec: 2718.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:08:23,934 epoch 39 - iter 1388/6941 - loss 0.20142802 - time (sec): 287.78 - samples/sec: 2701.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:10:49,284 epoch 39 - iter 2082/6941 - loss 0.20162019 - time (sec): 433.13 - samples/sec: 2693.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:13:12,911 epoch 39 - iter 2776/6941 - loss 0.20139186 - time (sec): 576.76 - samples/sec: 2699.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:15:36,759 epoch 39 - iter 3470/6941 - loss 0.20138387 - time (sec): 720.61 - samples/sec: 2693.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:18:00,578 epoch 39 - iter 4164/6941 - loss 0.20182263 - time (sec): 864.42 - samples/sec: 2694.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:20:25,677 epoch 39 - iter 4858/6941 - loss 0.20228464 - time (sec): 1009.52 - samples/sec: 2690.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:22:49,470 epoch 39 - iter 5552/6941 - loss 0.20257339 - time (sec): 1153.32 - samples/sec: 2691.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:25:14,937 epoch 39 - iter 6246/6941 - loss 0.20240624 - time (sec): 1298.78 - samples/sec: 2687.93 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:27:41,338 epoch 39 - iter 6940/6941 - loss 0.20248671 - time (sec): 1445.18 - samples/sec: 2684.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:27:41,462 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 15:27:41,462 EPOCH 39 done: loss 0.2025 - lr: 0.100000 |
| 2024-03-13 15:27:41,463 - 0 epochs without improvement |
| 2024-03-13 15:27:41,463 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 15:30:05,955 epoch 40 - iter 694/6941 - loss 0.19898620 - time (sec): 144.49 - samples/sec: 2679.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:32:31,231 epoch 40 - iter 1388/6941 - loss 0.20019033 - time (sec): 289.77 - samples/sec: 2680.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:34:57,203 epoch 40 - iter 2082/6941 - loss 0.20112924 - time (sec): 435.74 - samples/sec: 2674.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:37:20,969 epoch 40 - iter 2776/6941 - loss 0.20149578 - time (sec): 579.51 - samples/sec: 2680.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:39:43,286 epoch 40 - iter 3470/6941 - loss 0.20153026 - time (sec): 721.82 - samples/sec: 2686.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:42:09,299 epoch 40 - iter 4164/6941 - loss 0.20138282 - time (sec): 867.84 - samples/sec: 2682.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:44:32,737 epoch 40 - iter 4858/6941 - loss 0.20177153 - time (sec): 1011.27 - samples/sec: 2684.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:46:57,044 epoch 40 - iter 5552/6941 - loss 0.20198341 - time (sec): 1155.58 - samples/sec: 2683.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:49:22,684 epoch 40 - iter 6246/6941 - loss 0.20219537 - time (sec): 1301.22 - samples/sec: 2680.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:51:47,258 epoch 40 - iter 6940/6941 - loss 0.20225577 - time (sec): 1445.80 - samples/sec: 2683.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:51:47,412 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 15:51:47,412 EPOCH 40 done: loss 0.2023 - lr: 0.100000 |
| 2024-03-13 15:51:47,412 - 0 epochs without improvement |
| 2024-03-13 15:51:47,412 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 15:54:13,846 epoch 41 - iter 694/6941 - loss 0.19900891 - time (sec): 146.43 - samples/sec: 2671.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:56:39,253 epoch 41 - iter 1388/6941 - loss 0.20025076 - time (sec): 291.84 - samples/sec: 2677.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 15:59:02,069 epoch 41 - iter 2082/6941 - loss 0.20121521 - time (sec): 434.66 - samples/sec: 2686.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:01:26,207 epoch 41 - iter 2776/6941 - loss 0.20136563 - time (sec): 578.80 - samples/sec: 2686.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:03:51,132 epoch 41 - iter 3470/6941 - loss 0.20162281 - time (sec): 723.72 - samples/sec: 2684.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:06:17,625 epoch 41 - iter 4164/6941 - loss 0.20155745 - time (sec): 870.21 - samples/sec: 2679.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:08:39,302 epoch 41 - iter 4858/6941 - loss 0.20149344 - time (sec): 1011.89 - samples/sec: 2685.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:11:01,186 epoch 41 - iter 5552/6941 - loss 0.20176664 - time (sec): 1153.77 - samples/sec: 2688.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:13:25,175 epoch 41 - iter 6246/6941 - loss 0.20173663 - time (sec): 1297.76 - samples/sec: 2688.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:15:51,991 epoch 41 - iter 6940/6941 - loss 0.20174397 - time (sec): 1444.58 - samples/sec: 2686.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:15:52,114 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 16:15:52,114 EPOCH 41 done: loss 0.2017 - lr: 0.100000 |
| 2024-03-13 16:15:52,114 - 0 epochs without improvement |
| 2024-03-13 16:15:52,114 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 16:18:16,706 epoch 42 - iter 694/6941 - loss 0.20013727 - time (sec): 144.59 - samples/sec: 2706.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:20:41,138 epoch 42 - iter 1388/6941 - loss 0.19955262 - time (sec): 289.02 - samples/sec: 2696.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:23:04,855 epoch 42 - iter 2082/6941 - loss 0.20009420 - time (sec): 432.74 - samples/sec: 2695.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:25:28,367 epoch 42 - iter 2776/6941 - loss 0.20038349 - time (sec): 576.25 - samples/sec: 2699.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:27:52,207 epoch 42 - iter 3470/6941 - loss 0.20087173 - time (sec): 720.09 - samples/sec: 2695.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:30:19,230 epoch 42 - iter 4164/6941 - loss 0.20094848 - time (sec): 867.12 - samples/sec: 2687.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:32:45,155 epoch 42 - iter 4858/6941 - loss 0.20126510 - time (sec): 1013.04 - samples/sec: 2684.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:35:09,635 epoch 42 - iter 5552/6941 - loss 0.20136147 - time (sec): 1157.52 - samples/sec: 2683.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:37:31,626 epoch 42 - iter 6246/6941 - loss 0.20118615 - time (sec): 1299.51 - samples/sec: 2688.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:39:56,109 epoch 42 - iter 6940/6941 - loss 0.20154106 - time (sec): 1444.00 - samples/sec: 2687.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:39:56,194 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 16:39:56,194 EPOCH 42 done: loss 0.2015 - lr: 0.100000 |
| 2024-03-13 16:39:56,194 - 0 epochs without improvement |
| 2024-03-13 16:39:56,194 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 16:42:21,265 epoch 43 - iter 694/6941 - loss 0.20196630 - time (sec): 145.07 - samples/sec: 2687.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:44:45,560 epoch 43 - iter 1388/6941 - loss 0.20103450 - time (sec): 289.37 - samples/sec: 2689.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:47:12,321 epoch 43 - iter 2082/6941 - loss 0.20068385 - time (sec): 436.13 - samples/sec: 2674.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:49:35,535 epoch 43 - iter 2776/6941 - loss 0.20086151 - time (sec): 579.34 - samples/sec: 2679.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:51:59,360 epoch 43 - iter 3470/6941 - loss 0.20080447 - time (sec): 723.17 - samples/sec: 2680.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:54:22,838 epoch 43 - iter 4164/6941 - loss 0.20095664 - time (sec): 866.64 - samples/sec: 2685.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:56:49,597 epoch 43 - iter 4858/6941 - loss 0.20089445 - time (sec): 1013.40 - samples/sec: 2681.51 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 16:59:13,284 epoch 43 - iter 5552/6941 - loss 0.20106713 - time (sec): 1157.09 - samples/sec: 2682.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:01:36,645 epoch 43 - iter 6246/6941 - loss 0.20115440 - time (sec): 1300.45 - samples/sec: 2684.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:04:01,855 epoch 43 - iter 6940/6941 - loss 0.20110880 - time (sec): 1445.66 - samples/sec: 2684.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:04:01,971 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 17:04:01,971 EPOCH 43 done: loss 0.2011 - lr: 0.100000 |
| 2024-03-13 17:04:01,971 - 0 epochs without improvement |
| 2024-03-13 17:04:01,972 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 17:06:24,791 epoch 44 - iter 694/6941 - loss 0.19735433 - time (sec): 142.82 - samples/sec: 2717.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:08:47,933 epoch 44 - iter 1388/6941 - loss 0.19775598 - time (sec): 285.96 - samples/sec: 2717.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:11:09,040 epoch 44 - iter 2082/6941 - loss 0.19895688 - time (sec): 427.07 - samples/sec: 2722.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:13:33,060 epoch 44 - iter 2776/6941 - loss 0.19958338 - time (sec): 571.09 - samples/sec: 2709.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:15:56,134 epoch 44 - iter 3470/6941 - loss 0.20019899 - time (sec): 714.16 - samples/sec: 2713.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:18:23,413 epoch 44 - iter 4164/6941 - loss 0.20019219 - time (sec): 861.44 - samples/sec: 2702.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:20:49,708 epoch 44 - iter 4858/6941 - loss 0.20035615 - time (sec): 1007.74 - samples/sec: 2695.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:23:17,266 epoch 44 - iter 5552/6941 - loss 0.20070124 - time (sec): 1155.29 - samples/sec: 2687.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:25:43,489 epoch 44 - iter 6246/6941 - loss 0.20081065 - time (sec): 1301.52 - samples/sec: 2683.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:28:07,405 epoch 44 - iter 6940/6941 - loss 0.20071067 - time (sec): 1445.43 - samples/sec: 2684.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:28:07,504 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 17:28:07,504 EPOCH 44 done: loss 0.2007 - lr: 0.100000 |
| 2024-03-13 17:28:07,504 - 0 epochs without improvement |
| 2024-03-13 17:28:07,504 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 17:30:30,305 epoch 45 - iter 694/6941 - loss 0.19914541 - time (sec): 142.80 - samples/sec: 2713.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:32:50,143 epoch 45 - iter 1388/6941 - loss 0.19942880 - time (sec): 282.64 - samples/sec: 2730.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:35:12,874 epoch 45 - iter 2082/6941 - loss 0.20021967 - time (sec): 425.37 - samples/sec: 2727.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:37:38,273 epoch 45 - iter 2776/6941 - loss 0.20016424 - time (sec): 570.77 - samples/sec: 2711.40 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:40:05,998 epoch 45 - iter 3470/6941 - loss 0.19958130 - time (sec): 718.49 - samples/sec: 2693.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:42:31,927 epoch 45 - iter 4164/6941 - loss 0.19986948 - time (sec): 864.42 - samples/sec: 2690.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:44:57,957 epoch 45 - iter 4858/6941 - loss 0.19991164 - time (sec): 1010.45 - samples/sec: 2686.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:47:22,208 epoch 45 - iter 5552/6941 - loss 0.20018502 - time (sec): 1154.70 - samples/sec: 2685.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:49:46,972 epoch 45 - iter 6246/6941 - loss 0.20035184 - time (sec): 1299.47 - samples/sec: 2686.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:52:13,800 epoch 45 - iter 6940/6941 - loss 0.20015870 - time (sec): 1446.30 - samples/sec: 2682.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:52:13,864 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 17:52:13,864 EPOCH 45 done: loss 0.2002 - lr: 0.100000 |
| 2024-03-13 17:52:13,864 - 0 epochs without improvement |
| 2024-03-13 17:52:13,864 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 17:54:37,046 epoch 46 - iter 694/6941 - loss 0.20148789 - time (sec): 143.18 - samples/sec: 2695.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:57:02,246 epoch 46 - iter 1388/6941 - loss 0.20031527 - time (sec): 288.38 - samples/sec: 2683.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 17:59:24,965 epoch 46 - iter 2082/6941 - loss 0.19975490 - time (sec): 431.10 - samples/sec: 2690.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:01:51,430 epoch 46 - iter 2776/6941 - loss 0.19994100 - time (sec): 577.57 - samples/sec: 2684.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:04:16,334 epoch 46 - iter 3470/6941 - loss 0.19990913 - time (sec): 722.47 - samples/sec: 2684.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:06:40,137 epoch 46 - iter 4164/6941 - loss 0.20017997 - time (sec): 866.27 - samples/sec: 2686.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:09:03,762 epoch 46 - iter 4858/6941 - loss 0.19991201 - time (sec): 1009.90 - samples/sec: 2688.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:11:26,875 epoch 46 - iter 5552/6941 - loss 0.19971652 - time (sec): 1153.01 - samples/sec: 2690.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:13:53,988 epoch 46 - iter 6246/6941 - loss 0.19970913 - time (sec): 1300.12 - samples/sec: 2686.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:16:20,759 epoch 46 - iter 6940/6941 - loss 0.19990053 - time (sec): 1446.89 - samples/sec: 2681.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:16:20,899 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 18:16:20,899 EPOCH 46 done: loss 0.1999 - lr: 0.100000 |
| 2024-03-13 18:16:20,899 - 0 epochs without improvement |
| 2024-03-13 18:16:20,899 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 18:18:46,844 epoch 47 - iter 694/6941 - loss 0.19994439 - time (sec): 145.94 - samples/sec: 2676.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:21:13,541 epoch 47 - iter 1388/6941 - loss 0.19963961 - time (sec): 292.64 - samples/sec: 2666.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:23:36,683 epoch 47 - iter 2082/6941 - loss 0.19921324 - time (sec): 435.78 - samples/sec: 2682.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:26:01,639 epoch 47 - iter 2776/6941 - loss 0.19924267 - time (sec): 580.74 - samples/sec: 2683.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:28:24,122 epoch 47 - iter 3470/6941 - loss 0.19949625 - time (sec): 723.22 - samples/sec: 2687.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:30:49,846 epoch 47 - iter 4164/6941 - loss 0.19952402 - time (sec): 868.95 - samples/sec: 2686.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:33:14,260 epoch 47 - iter 4858/6941 - loss 0.19935417 - time (sec): 1013.36 - samples/sec: 2683.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:35:38,565 epoch 47 - iter 5552/6941 - loss 0.19959995 - time (sec): 1157.67 - samples/sec: 2683.35 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:38:02,410 epoch 47 - iter 6246/6941 - loss 0.19959296 - time (sec): 1301.51 - samples/sec: 2684.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:40:25,489 epoch 47 - iter 6940/6941 - loss 0.19957915 - time (sec): 1444.59 - samples/sec: 2686.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:40:25,542 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 18:40:25,542 EPOCH 47 done: loss 0.1996 - lr: 0.100000 |
| 2024-03-13 18:40:25,542 - 0 epochs without improvement |
| 2024-03-13 18:40:25,542 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 18:42:49,664 epoch 48 - iter 694/6941 - loss 0.19825995 - time (sec): 144.12 - samples/sec: 2688.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:45:14,368 epoch 48 - iter 1388/6941 - loss 0.19919228 - time (sec): 288.83 - samples/sec: 2686.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:47:41,639 epoch 48 - iter 2082/6941 - loss 0.19921945 - time (sec): 436.10 - samples/sec: 2673.11 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:50:04,976 epoch 48 - iter 2776/6941 - loss 0.19873713 - time (sec): 579.43 - samples/sec: 2679.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:52:30,182 epoch 48 - iter 3470/6941 - loss 0.19877700 - time (sec): 724.64 - samples/sec: 2679.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:54:52,046 epoch 48 - iter 4164/6941 - loss 0.19867616 - time (sec): 866.50 - samples/sec: 2688.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:57:17,069 epoch 48 - iter 4858/6941 - loss 0.19916536 - time (sec): 1011.53 - samples/sec: 2685.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 18:59:42,539 epoch 48 - iter 5552/6941 - loss 0.19947750 - time (sec): 1157.00 - samples/sec: 2685.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:02:06,422 epoch 48 - iter 6246/6941 - loss 0.19940289 - time (sec): 1300.88 - samples/sec: 2687.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:04:30,731 epoch 48 - iter 6940/6941 - loss 0.19955795 - time (sec): 1445.19 - samples/sec: 2684.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:04:30,820 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 19:04:30,820 EPOCH 48 done: loss 0.1996 - lr: 0.100000 |
| 2024-03-13 19:04:30,820 - 0 epochs without improvement |
| 2024-03-13 19:04:30,821 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 19:06:52,749 epoch 49 - iter 694/6941 - loss 0.19777983 - time (sec): 141.93 - samples/sec: 2723.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:09:18,872 epoch 49 - iter 1388/6941 - loss 0.19854935 - time (sec): 288.05 - samples/sec: 2694.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:11:45,530 epoch 49 - iter 2082/6941 - loss 0.19842324 - time (sec): 434.71 - samples/sec: 2681.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:14:12,321 epoch 49 - iter 2776/6941 - loss 0.19811878 - time (sec): 581.50 - samples/sec: 2675.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:16:35,032 epoch 49 - iter 3470/6941 - loss 0.19816341 - time (sec): 724.21 - samples/sec: 2680.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:18:58,574 epoch 49 - iter 4164/6941 - loss 0.19817032 - time (sec): 867.75 - samples/sec: 2682.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:21:21,591 epoch 49 - iter 4858/6941 - loss 0.19832173 - time (sec): 1010.77 - samples/sec: 2686.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:23:45,064 epoch 49 - iter 5552/6941 - loss 0.19849190 - time (sec): 1154.24 - samples/sec: 2686.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:26:11,464 epoch 49 - iter 6246/6941 - loss 0.19860910 - time (sec): 1300.64 - samples/sec: 2685.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:28:33,760 epoch 49 - iter 6940/6941 - loss 0.19862707 - time (sec): 1442.94 - samples/sec: 2689.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:28:33,840 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 19:28:33,840 EPOCH 49 done: loss 0.1986 - lr: 0.100000 |
| 2024-03-13 19:28:33,840 - 0 epochs without improvement |
| 2024-03-13 19:28:33,841 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 19:30:56,074 epoch 50 - iter 694/6941 - loss 0.19703360 - time (sec): 142.23 - samples/sec: 2706.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:33:22,513 epoch 50 - iter 1388/6941 - loss 0.19838898 - time (sec): 288.67 - samples/sec: 2682.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:35:44,714 epoch 50 - iter 2082/6941 - loss 0.19870145 - time (sec): 430.87 - samples/sec: 2693.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:38:09,780 epoch 50 - iter 2776/6941 - loss 0.19893594 - time (sec): 575.94 - samples/sec: 2687.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:40:33,483 epoch 50 - iter 3470/6941 - loss 0.19881896 - time (sec): 719.64 - samples/sec: 2691.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:42:59,599 epoch 50 - iter 4164/6941 - loss 0.19899056 - time (sec): 865.76 - samples/sec: 2689.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:45:23,313 epoch 50 - iter 4858/6941 - loss 0.19902189 - time (sec): 1009.47 - samples/sec: 2689.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:47:49,147 epoch 50 - iter 5552/6941 - loss 0.19889019 - time (sec): 1155.31 - samples/sec: 2686.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:50:14,224 epoch 50 - iter 6246/6941 - loss 0.19900927 - time (sec): 1300.38 - samples/sec: 2687.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:52:39,800 epoch 50 - iter 6940/6941 - loss 0.19934958 - time (sec): 1445.96 - samples/sec: 2683.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:52:39,902 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 19:52:39,902 EPOCH 50 done: loss 0.1994 - lr: 0.100000 |
| 2024-03-13 19:52:39,902 - 1 epochs without improvement |
| 2024-03-13 19:52:39,902 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 19:55:00,004 epoch 51 - iter 694/6941 - loss 0.19542018 - time (sec): 140.10 - samples/sec: 2759.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:57:24,990 epoch 51 - iter 1388/6941 - loss 0.19650343 - time (sec): 285.09 - samples/sec: 2717.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 19:59:47,298 epoch 51 - iter 2082/6941 - loss 0.19745089 - time (sec): 427.40 - samples/sec: 2721.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:02:10,548 epoch 51 - iter 2776/6941 - loss 0.19757321 - time (sec): 570.65 - samples/sec: 2717.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:04:37,112 epoch 51 - iter 3470/6941 - loss 0.19769593 - time (sec): 717.21 - samples/sec: 2702.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:07:02,649 epoch 51 - iter 4164/6941 - loss 0.19792805 - time (sec): 862.75 - samples/sec: 2696.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:09:30,076 epoch 51 - iter 4858/6941 - loss 0.19806250 - time (sec): 1010.17 - samples/sec: 2687.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:11:54,778 epoch 51 - iter 5552/6941 - loss 0.19844014 - time (sec): 1154.88 - samples/sec: 2686.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:14:22,091 epoch 51 - iter 6246/6941 - loss 0.19859685 - time (sec): 1302.19 - samples/sec: 2681.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:16:47,320 epoch 51 - iter 6940/6941 - loss 0.19849027 - time (sec): 1447.42 - samples/sec: 2680.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:16:47,404 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 20:16:47,405 EPOCH 51 done: loss 0.1985 - lr: 0.100000 |
| 2024-03-13 20:16:47,405 - 0 epochs without improvement |
| 2024-03-13 20:16:47,405 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 20:19:11,854 epoch 52 - iter 694/6941 - loss 0.19664224 - time (sec): 144.45 - samples/sec: 2686.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:21:38,530 epoch 52 - iter 1388/6941 - loss 0.19666472 - time (sec): 291.12 - samples/sec: 2673.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:24:01,148 epoch 52 - iter 2082/6941 - loss 0.19754204 - time (sec): 433.74 - samples/sec: 2685.40 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:26:26,100 epoch 52 - iter 2776/6941 - loss 0.19805097 - time (sec): 578.69 - samples/sec: 2687.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:28:50,888 epoch 52 - iter 3470/6941 - loss 0.19803953 - time (sec): 723.48 - samples/sec: 2685.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:31:15,252 epoch 52 - iter 4164/6941 - loss 0.19817457 - time (sec): 867.85 - samples/sec: 2687.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:33:39,453 epoch 52 - iter 4858/6941 - loss 0.19807159 - time (sec): 1012.05 - samples/sec: 2687.93 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:36:03,357 epoch 52 - iter 5552/6941 - loss 0.19805895 - time (sec): 1155.95 - samples/sec: 2688.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:38:28,405 epoch 52 - iter 6246/6941 - loss 0.19804171 - time (sec): 1301.00 - samples/sec: 2685.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:40:52,734 epoch 52 - iter 6940/6941 - loss 0.19801360 - time (sec): 1445.33 - samples/sec: 2684.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:40:52,785 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 20:40:52,785 EPOCH 52 done: loss 0.1980 - lr: 0.100000 |
| 2024-03-13 20:40:52,785 - 0 epochs without improvement |
| 2024-03-13 20:40:52,785 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 20:43:15,008 epoch 53 - iter 694/6941 - loss 0.19556162 - time (sec): 142.22 - samples/sec: 2729.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:45:40,137 epoch 53 - iter 1388/6941 - loss 0.19689635 - time (sec): 287.35 - samples/sec: 2692.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:48:06,332 epoch 53 - iter 2082/6941 - loss 0.19687569 - time (sec): 433.55 - samples/sec: 2679.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:50:32,560 epoch 53 - iter 2776/6941 - loss 0.19740422 - time (sec): 579.77 - samples/sec: 2674.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:52:57,419 epoch 53 - iter 3470/6941 - loss 0.19730197 - time (sec): 724.63 - samples/sec: 2676.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:55:22,368 epoch 53 - iter 4164/6941 - loss 0.19735881 - time (sec): 869.58 - samples/sec: 2677.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 20:57:48,570 epoch 53 - iter 4858/6941 - loss 0.19760942 - time (sec): 1015.78 - samples/sec: 2674.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:00:11,903 epoch 53 - iter 5552/6941 - loss 0.19741160 - time (sec): 1159.12 - samples/sec: 2680.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:02:36,218 epoch 53 - iter 6246/6941 - loss 0.19751569 - time (sec): 1303.43 - samples/sec: 2680.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:05:00,156 epoch 53 - iter 6940/6941 - loss 0.19765809 - time (sec): 1447.37 - samples/sec: 2680.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:05:00,211 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 21:05:00,211 EPOCH 53 done: loss 0.1977 - lr: 0.100000 |
| 2024-03-13 21:05:00,211 - 0 epochs without improvement |
| 2024-03-13 21:05:00,211 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 21:07:24,247 epoch 54 - iter 694/6941 - loss 0.19646336 - time (sec): 144.04 - samples/sec: 2693.38 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:09:49,691 epoch 54 - iter 1388/6941 - loss 0.19650240 - time (sec): 289.48 - samples/sec: 2680.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:12:15,065 epoch 54 - iter 2082/6941 - loss 0.19704218 - time (sec): 434.85 - samples/sec: 2683.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:14:39,822 epoch 54 - iter 2776/6941 - loss 0.19757224 - time (sec): 579.61 - samples/sec: 2680.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:17:02,401 epoch 54 - iter 3470/6941 - loss 0.19721162 - time (sec): 722.19 - samples/sec: 2685.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:19:26,232 epoch 54 - iter 4164/6941 - loss 0.19760971 - time (sec): 866.02 - samples/sec: 2687.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:21:48,165 epoch 54 - iter 4858/6941 - loss 0.19794055 - time (sec): 1007.95 - samples/sec: 2693.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:24:12,529 epoch 54 - iter 5552/6941 - loss 0.19807032 - time (sec): 1152.32 - samples/sec: 2692.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:26:38,026 epoch 54 - iter 6246/6941 - loss 0.19805114 - time (sec): 1297.81 - samples/sec: 2689.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:29:04,516 epoch 54 - iter 6940/6941 - loss 0.19797202 - time (sec): 1444.30 - samples/sec: 2686.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:29:04,659 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 21:29:04,659 EPOCH 54 done: loss 0.1980 - lr: 0.100000 |
| 2024-03-13 21:29:04,659 - 1 epochs without improvement |
| 2024-03-13 21:29:04,659 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 21:31:26,961 epoch 55 - iter 694/6941 - loss 0.19495693 - time (sec): 142.30 - samples/sec: 2714.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:33:52,857 epoch 55 - iter 1388/6941 - loss 0.19632047 - time (sec): 288.20 - samples/sec: 2692.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:36:17,032 epoch 55 - iter 2082/6941 - loss 0.19682994 - time (sec): 432.37 - samples/sec: 2690.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:38:40,029 epoch 55 - iter 2776/6941 - loss 0.19716239 - time (sec): 575.37 - samples/sec: 2697.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:41:06,120 epoch 55 - iter 3470/6941 - loss 0.19696507 - time (sec): 721.46 - samples/sec: 2687.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:43:32,639 epoch 55 - iter 4164/6941 - loss 0.19697708 - time (sec): 867.98 - samples/sec: 2681.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:45:58,051 epoch 55 - iter 4858/6941 - loss 0.19670182 - time (sec): 1013.39 - samples/sec: 2681.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:48:23,346 epoch 55 - iter 5552/6941 - loss 0.19678284 - time (sec): 1158.69 - samples/sec: 2683.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:50:43,488 epoch 55 - iter 6246/6941 - loss 0.19683577 - time (sec): 1298.83 - samples/sec: 2689.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:53:10,262 epoch 55 - iter 6940/6941 - loss 0.19712900 - time (sec): 1445.60 - samples/sec: 2684.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:53:10,325 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 21:53:10,325 EPOCH 55 done: loss 0.1971 - lr: 0.100000 |
| 2024-03-13 21:53:10,325 - 0 epochs without improvement |
| 2024-03-13 21:53:10,325 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 21:55:36,116 epoch 56 - iter 694/6941 - loss 0.19850282 - time (sec): 145.79 - samples/sec: 2659.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 21:58:01,741 epoch 56 - iter 1388/6941 - loss 0.19877710 - time (sec): 291.42 - samples/sec: 2656.27 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:00:26,447 epoch 56 - iter 2082/6941 - loss 0.19824018 - time (sec): 436.12 - samples/sec: 2672.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:02:46,393 epoch 56 - iter 2776/6941 - loss 0.19849562 - time (sec): 576.07 - samples/sec: 2691.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:05:11,333 epoch 56 - iter 3470/6941 - loss 0.19797014 - time (sec): 721.01 - samples/sec: 2690.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:07:35,039 epoch 56 - iter 4164/6941 - loss 0.19780777 - time (sec): 864.71 - samples/sec: 2690.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:09:58,286 epoch 56 - iter 4858/6941 - loss 0.19747092 - time (sec): 1007.96 - samples/sec: 2693.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:12:24,431 epoch 56 - iter 5552/6941 - loss 0.19731155 - time (sec): 1154.11 - samples/sec: 2688.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:14:50,144 epoch 56 - iter 6246/6941 - loss 0.19724470 - time (sec): 1299.82 - samples/sec: 2685.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:17:14,836 epoch 56 - iter 6940/6941 - loss 0.19712775 - time (sec): 1444.51 - samples/sec: 2686.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:17:14,940 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 22:17:14,940 EPOCH 56 done: loss 0.1971 - lr: 0.100000 |
| 2024-03-13 22:17:14,940 - 0 epochs without improvement |
| 2024-03-13 22:17:14,940 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 22:19:35,928 epoch 57 - iter 694/6941 - loss 0.19652685 - time (sec): 140.99 - samples/sec: 2743.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:21:59,610 epoch 57 - iter 1388/6941 - loss 0.19654327 - time (sec): 284.67 - samples/sec: 2721.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:24:24,372 epoch 57 - iter 2082/6941 - loss 0.19653315 - time (sec): 429.43 - samples/sec: 2715.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:26:47,639 epoch 57 - iter 2776/6941 - loss 0.19605545 - time (sec): 572.70 - samples/sec: 2712.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:29:13,945 epoch 57 - iter 3470/6941 - loss 0.19653966 - time (sec): 719.00 - samples/sec: 2703.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:31:37,079 epoch 57 - iter 4164/6941 - loss 0.19665764 - time (sec): 862.14 - samples/sec: 2701.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:34:03,194 epoch 57 - iter 4858/6941 - loss 0.19695188 - time (sec): 1008.25 - samples/sec: 2697.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:36:27,085 epoch 57 - iter 5552/6941 - loss 0.19685999 - time (sec): 1152.14 - samples/sec: 2695.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:38:52,373 epoch 57 - iter 6246/6941 - loss 0.19688983 - time (sec): 1297.43 - samples/sec: 2692.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:41:19,038 epoch 57 - iter 6940/6941 - loss 0.19714844 - time (sec): 1444.10 - samples/sec: 2686.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:41:19,093 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 22:41:19,093 EPOCH 57 done: loss 0.1971 - lr: 0.100000 |
| 2024-03-13 22:41:19,093 - 1 epochs without improvement |
| 2024-03-13 22:41:19,094 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 22:43:46,104 epoch 58 - iter 694/6941 - loss 0.19325446 - time (sec): 147.01 - samples/sec: 2643.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:46:10,835 epoch 58 - iter 1388/6941 - loss 0.19436966 - time (sec): 291.74 - samples/sec: 2663.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:48:34,512 epoch 58 - iter 2082/6941 - loss 0.19557429 - time (sec): 435.42 - samples/sec: 2670.47 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:51:00,252 epoch 58 - iter 2776/6941 - loss 0.19502300 - time (sec): 581.16 - samples/sec: 2675.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:53:27,065 epoch 58 - iter 3470/6941 - loss 0.19533579 - time (sec): 727.97 - samples/sec: 2670.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:55:51,679 epoch 58 - iter 4164/6941 - loss 0.19563346 - time (sec): 872.58 - samples/sec: 2674.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 22:58:13,819 epoch 58 - iter 4858/6941 - loss 0.19584928 - time (sec): 1014.73 - samples/sec: 2681.43 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:00:37,437 epoch 58 - iter 5552/6941 - loss 0.19613496 - time (sec): 1158.34 - samples/sec: 2680.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:03:01,725 epoch 58 - iter 6246/6941 - loss 0.19648580 - time (sec): 1302.63 - samples/sec: 2680.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:05:25,111 epoch 58 - iter 6940/6941 - loss 0.19667988 - time (sec): 1446.02 - samples/sec: 2683.43 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:05:25,168 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 23:05:25,168 EPOCH 58 done: loss 0.1967 - lr: 0.100000 |
| 2024-03-13 23:05:25,168 - 0 epochs without improvement |
| 2024-03-13 23:05:25,169 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 23:07:47,973 epoch 59 - iter 694/6941 - loss 0.19614968 - time (sec): 142.80 - samples/sec: 2702.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:10:11,163 epoch 59 - iter 1388/6941 - loss 0.19595595 - time (sec): 285.99 - samples/sec: 2705.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:12:34,474 epoch 59 - iter 2082/6941 - loss 0.19605214 - time (sec): 429.31 - samples/sec: 2710.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:14:57,138 epoch 59 - iter 2776/6941 - loss 0.19575417 - time (sec): 571.97 - samples/sec: 2711.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:17:23,798 epoch 59 - iter 3470/6941 - loss 0.19595483 - time (sec): 718.63 - samples/sec: 2702.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:19:46,657 epoch 59 - iter 4164/6941 - loss 0.19592658 - time (sec): 861.49 - samples/sec: 2704.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:22:12,173 epoch 59 - iter 4858/6941 - loss 0.19617301 - time (sec): 1007.00 - samples/sec: 2697.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:24:36,602 epoch 59 - iter 5552/6941 - loss 0.19598527 - time (sec): 1151.43 - samples/sec: 2694.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:27:00,846 epoch 59 - iter 6246/6941 - loss 0.19612303 - time (sec): 1295.68 - samples/sec: 2693.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:29:26,779 epoch 59 - iter 6940/6941 - loss 0.19631575 - time (sec): 1441.61 - samples/sec: 2691.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:29:26,902 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 23:29:26,902 EPOCH 59 done: loss 0.1963 - lr: 0.100000 |
| 2024-03-13 23:29:26,902 - 0 epochs without improvement |
| 2024-03-13 23:29:26,902 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 23:31:50,940 epoch 60 - iter 694/6941 - loss 0.19707590 - time (sec): 144.04 - samples/sec: 2690.38 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:34:14,614 epoch 60 - iter 1388/6941 - loss 0.19620993 - time (sec): 287.71 - samples/sec: 2696.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:36:38,719 epoch 60 - iter 2082/6941 - loss 0.19648868 - time (sec): 431.82 - samples/sec: 2689.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:39:05,030 epoch 60 - iter 2776/6941 - loss 0.19616429 - time (sec): 578.13 - samples/sec: 2682.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:41:29,962 epoch 60 - iter 3470/6941 - loss 0.19598176 - time (sec): 723.06 - samples/sec: 2684.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:43:54,998 epoch 60 - iter 4164/6941 - loss 0.19611846 - time (sec): 868.10 - samples/sec: 2684.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:46:20,216 epoch 60 - iter 4858/6941 - loss 0.19612782 - time (sec): 1013.31 - samples/sec: 2681.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:48:43,701 epoch 60 - iter 5552/6941 - loss 0.19632657 - time (sec): 1156.80 - samples/sec: 2684.76 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:51:05,266 epoch 60 - iter 6246/6941 - loss 0.19630732 - time (sec): 1298.36 - samples/sec: 2687.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:53:31,547 epoch 60 - iter 6940/6941 - loss 0.19624750 - time (sec): 1444.64 - samples/sec: 2685.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:53:31,679 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 23:53:31,679 EPOCH 60 done: loss 0.1962 - lr: 0.100000 |
| 2024-03-13 23:53:31,680 - 0 epochs without improvement |
| 2024-03-13 23:53:31,680 ---------------------------------------------------------------------------------------------------- |
| 2024-03-13 23:55:57,429 epoch 61 - iter 694/6941 - loss 0.19384996 - time (sec): 145.75 - samples/sec: 2663.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-13 23:58:21,848 epoch 61 - iter 1388/6941 - loss 0.19447064 - time (sec): 290.17 - samples/sec: 2681.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:00:46,413 epoch 61 - iter 2082/6941 - loss 0.19555496 - time (sec): 434.73 - samples/sec: 2680.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:03:07,127 epoch 61 - iter 2776/6941 - loss 0.19517692 - time (sec): 575.45 - samples/sec: 2698.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:05:28,798 epoch 61 - iter 3470/6941 - loss 0.19551339 - time (sec): 717.12 - samples/sec: 2701.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:07:56,190 epoch 61 - iter 4164/6941 - loss 0.19543978 - time (sec): 864.51 - samples/sec: 2690.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:10:20,299 epoch 61 - iter 4858/6941 - loss 0.19554207 - time (sec): 1008.62 - samples/sec: 2690.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:12:45,276 epoch 61 - iter 5552/6941 - loss 0.19590491 - time (sec): 1153.60 - samples/sec: 2690.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:15:08,662 epoch 61 - iter 6246/6941 - loss 0.19577374 - time (sec): 1296.98 - samples/sec: 2692.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:17:34,349 epoch 61 - iter 6940/6941 - loss 0.19578343 - time (sec): 1442.67 - samples/sec: 2689.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:17:34,476 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 00:17:34,476 EPOCH 61 done: loss 0.1958 - lr: 0.100000 |
| 2024-03-14 00:17:34,476 - 0 epochs without improvement |
| 2024-03-14 00:17:34,476 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 00:19:56,179 epoch 62 - iter 694/6941 - loss 0.19565849 - time (sec): 141.70 - samples/sec: 2728.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:22:19,830 epoch 62 - iter 1388/6941 - loss 0.19471351 - time (sec): 285.35 - samples/sec: 2712.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:24:43,032 epoch 62 - iter 2082/6941 - loss 0.19433907 - time (sec): 428.56 - samples/sec: 2707.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:27:07,201 epoch 62 - iter 2776/6941 - loss 0.19442956 - time (sec): 572.72 - samples/sec: 2702.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:29:28,708 epoch 62 - iter 3470/6941 - loss 0.19480573 - time (sec): 714.23 - samples/sec: 2708.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:31:54,872 epoch 62 - iter 4164/6941 - loss 0.19497488 - time (sec): 860.40 - samples/sec: 2701.94 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:34:20,890 epoch 62 - iter 4858/6941 - loss 0.19495870 - time (sec): 1006.41 - samples/sec: 2695.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:36:47,422 epoch 62 - iter 5552/6941 - loss 0.19504616 - time (sec): 1152.95 - samples/sec: 2691.13 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:39:11,644 epoch 62 - iter 6246/6941 - loss 0.19540337 - time (sec): 1297.17 - samples/sec: 2690.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:41:38,300 epoch 62 - iter 6940/6941 - loss 0.19564193 - time (sec): 1443.82 - samples/sec: 2687.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:41:38,354 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 00:41:38,354 EPOCH 62 done: loss 0.1956 - lr: 0.100000 |
| 2024-03-14 00:41:38,354 - 0 epochs without improvement |
| 2024-03-14 00:41:38,354 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 00:44:01,792 epoch 63 - iter 694/6941 - loss 0.19687947 - time (sec): 143.44 - samples/sec: 2714.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:46:27,018 epoch 63 - iter 1388/6941 - loss 0.19692129 - time (sec): 288.66 - samples/sec: 2689.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:48:50,522 epoch 63 - iter 2082/6941 - loss 0.19634181 - time (sec): 432.17 - samples/sec: 2699.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:51:09,861 epoch 63 - iter 2776/6941 - loss 0.19610247 - time (sec): 571.51 - samples/sec: 2713.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:53:35,211 epoch 63 - iter 3470/6941 - loss 0.19584758 - time (sec): 716.86 - samples/sec: 2703.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:55:59,393 epoch 63 - iter 4164/6941 - loss 0.19576210 - time (sec): 861.04 - samples/sec: 2701.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 00:58:23,031 epoch 63 - iter 4858/6941 - loss 0.19585802 - time (sec): 1004.68 - samples/sec: 2700.43 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:00:51,331 epoch 63 - iter 5552/6941 - loss 0.19584814 - time (sec): 1152.98 - samples/sec: 2691.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:03:18,023 epoch 63 - iter 6246/6941 - loss 0.19571467 - time (sec): 1299.67 - samples/sec: 2685.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:05:45,180 epoch 63 - iter 6940/6941 - loss 0.19579495 - time (sec): 1446.83 - samples/sec: 2681.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:05:45,302 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 01:05:45,302 EPOCH 63 done: loss 0.1958 - lr: 0.100000 |
| 2024-03-14 01:05:45,303 - 1 epochs without improvement |
| 2024-03-14 01:05:45,303 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 01:08:10,335 epoch 64 - iter 694/6941 - loss 0.19366031 - time (sec): 145.03 - samples/sec: 2693.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:10:31,766 epoch 64 - iter 1388/6941 - loss 0.19524047 - time (sec): 286.46 - samples/sec: 2710.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:12:59,867 epoch 64 - iter 2082/6941 - loss 0.19470783 - time (sec): 434.56 - samples/sec: 2682.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:15:25,666 epoch 64 - iter 2776/6941 - loss 0.19534559 - time (sec): 580.36 - samples/sec: 2679.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:17:51,497 epoch 64 - iter 3470/6941 - loss 0.19519406 - time (sec): 726.19 - samples/sec: 2676.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:20:12,318 epoch 64 - iter 4164/6941 - loss 0.19470036 - time (sec): 867.01 - samples/sec: 2683.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:22:37,745 epoch 64 - iter 4858/6941 - loss 0.19491996 - time (sec): 1012.44 - samples/sec: 2682.65 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:25:01,062 epoch 64 - iter 5552/6941 - loss 0.19495872 - time (sec): 1155.76 - samples/sec: 2684.37 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:27:25,643 epoch 64 - iter 6246/6941 - loss 0.19516939 - time (sec): 1300.34 - samples/sec: 2682.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:29:52,636 epoch 64 - iter 6940/6941 - loss 0.19510180 - time (sec): 1447.33 - samples/sec: 2680.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:29:52,743 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 01:29:52,743 EPOCH 64 done: loss 0.1951 - lr: 0.100000 |
| 2024-03-14 01:29:52,743 - 0 epochs without improvement |
| 2024-03-14 01:29:52,743 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 01:32:17,062 epoch 65 - iter 694/6941 - loss 0.19298636 - time (sec): 144.32 - samples/sec: 2684.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:34:41,340 epoch 65 - iter 1388/6941 - loss 0.19342904 - time (sec): 288.60 - samples/sec: 2687.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:37:03,688 epoch 65 - iter 2082/6941 - loss 0.19365765 - time (sec): 430.94 - samples/sec: 2698.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:39:27,706 epoch 65 - iter 2776/6941 - loss 0.19391131 - time (sec): 574.96 - samples/sec: 2694.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:41:51,588 epoch 65 - iter 3470/6941 - loss 0.19360963 - time (sec): 718.84 - samples/sec: 2692.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:44:13,028 epoch 65 - iter 4164/6941 - loss 0.19356617 - time (sec): 860.28 - samples/sec: 2698.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:46:41,776 epoch 65 - iter 4858/6941 - loss 0.19423429 - time (sec): 1009.03 - samples/sec: 2685.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:49:08,895 epoch 65 - iter 5552/6941 - loss 0.19452030 - time (sec): 1156.15 - samples/sec: 2682.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:51:36,307 epoch 65 - iter 6246/6941 - loss 0.19490086 - time (sec): 1303.56 - samples/sec: 2678.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:54:01,142 epoch 65 - iter 6940/6941 - loss 0.19493662 - time (sec): 1448.40 - samples/sec: 2678.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:54:01,309 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 01:54:01,309 EPOCH 65 done: loss 0.1949 - lr: 0.100000 |
| 2024-03-14 01:54:01,309 - 0 epochs without improvement |
| 2024-03-14 01:54:01,309 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 01:56:25,971 epoch 66 - iter 694/6941 - loss 0.19623478 - time (sec): 144.66 - samples/sec: 2685.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 01:58:52,307 epoch 66 - iter 1388/6941 - loss 0.19436256 - time (sec): 291.00 - samples/sec: 2671.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:01:17,768 epoch 66 - iter 2082/6941 - loss 0.19494425 - time (sec): 436.46 - samples/sec: 2672.22 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:03:40,410 epoch 66 - iter 2776/6941 - loss 0.19482675 - time (sec): 579.10 - samples/sec: 2677.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:06:03,666 epoch 66 - iter 3470/6941 - loss 0.19513728 - time (sec): 722.36 - samples/sec: 2682.62 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:08:26,946 epoch 66 - iter 4164/6941 - loss 0.19537862 - time (sec): 865.64 - samples/sec: 2683.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:10:49,678 epoch 66 - iter 4858/6941 - loss 0.19520965 - time (sec): 1008.37 - samples/sec: 2689.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:13:16,431 epoch 66 - iter 5552/6941 - loss 0.19470734 - time (sec): 1155.12 - samples/sec: 2685.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:15:42,546 epoch 66 - iter 6246/6941 - loss 0.19479322 - time (sec): 1301.24 - samples/sec: 2683.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:18:05,390 epoch 66 - iter 6940/6941 - loss 0.19475643 - time (sec): 1444.08 - samples/sec: 2687.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:18:05,471 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 02:18:05,471 EPOCH 66 done: loss 0.1948 - lr: 0.100000 |
| 2024-03-14 02:18:05,472 - 0 epochs without improvement |
| 2024-03-14 02:18:05,472 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 02:20:28,143 epoch 67 - iter 694/6941 - loss 0.19534488 - time (sec): 142.67 - samples/sec: 2687.20 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:22:52,382 epoch 67 - iter 1388/6941 - loss 0.19453070 - time (sec): 286.91 - samples/sec: 2685.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:25:20,553 epoch 67 - iter 2082/6941 - loss 0.19443919 - time (sec): 435.08 - samples/sec: 2665.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:27:43,478 epoch 67 - iter 2776/6941 - loss 0.19445572 - time (sec): 578.01 - samples/sec: 2679.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:30:07,373 epoch 67 - iter 3470/6941 - loss 0.19463687 - time (sec): 721.90 - samples/sec: 2683.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:32:31,862 epoch 67 - iter 4164/6941 - loss 0.19503969 - time (sec): 866.39 - samples/sec: 2684.78 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:34:55,362 epoch 67 - iter 4858/6941 - loss 0.19501291 - time (sec): 1009.89 - samples/sec: 2688.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:37:21,654 epoch 67 - iter 5552/6941 - loss 0.19461547 - time (sec): 1156.18 - samples/sec: 2685.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:39:46,284 epoch 67 - iter 6246/6941 - loss 0.19456000 - time (sec): 1300.81 - samples/sec: 2685.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:42:11,717 epoch 67 - iter 6940/6941 - loss 0.19460953 - time (sec): 1446.25 - samples/sec: 2683.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:42:11,797 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 02:42:11,797 EPOCH 67 done: loss 0.1946 - lr: 0.100000 |
| 2024-03-14 02:42:11,798 - 0 epochs without improvement |
| 2024-03-14 02:42:11,798 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 02:44:36,079 epoch 68 - iter 694/6941 - loss 0.19427255 - time (sec): 144.28 - samples/sec: 2684.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:46:59,433 epoch 68 - iter 1388/6941 - loss 0.19290827 - time (sec): 287.64 - samples/sec: 2695.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:49:24,729 epoch 68 - iter 2082/6941 - loss 0.19325550 - time (sec): 432.93 - samples/sec: 2689.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:51:51,553 epoch 68 - iter 2776/6941 - loss 0.19359804 - time (sec): 579.76 - samples/sec: 2678.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:54:15,680 epoch 68 - iter 3470/6941 - loss 0.19390613 - time (sec): 723.88 - samples/sec: 2681.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:56:39,699 epoch 68 - iter 4164/6941 - loss 0.19419048 - time (sec): 867.90 - samples/sec: 2684.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 02:59:08,205 epoch 68 - iter 4858/6941 - loss 0.19435524 - time (sec): 1016.41 - samples/sec: 2674.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:01:33,751 epoch 68 - iter 5552/6941 - loss 0.19435157 - time (sec): 1161.95 - samples/sec: 2673.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:03:56,631 epoch 68 - iter 6246/6941 - loss 0.19444828 - time (sec): 1304.83 - samples/sec: 2677.51 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:06:20,780 epoch 68 - iter 6940/6941 - loss 0.19469002 - time (sec): 1448.98 - samples/sec: 2677.93 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:06:20,875 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 03:06:20,875 EPOCH 68 done: loss 0.1947 - lr: 0.100000 |
| 2024-03-14 03:06:20,875 - 1 epochs without improvement |
| 2024-03-14 03:06:20,875 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 03:08:44,386 epoch 69 - iter 694/6941 - loss 0.19493667 - time (sec): 143.51 - samples/sec: 2696.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:11:08,780 epoch 69 - iter 1388/6941 - loss 0.19474660 - time (sec): 287.90 - samples/sec: 2683.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:13:36,510 epoch 69 - iter 2082/6941 - loss 0.19491815 - time (sec): 435.63 - samples/sec: 2666.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:15:58,389 epoch 69 - iter 2776/6941 - loss 0.19420187 - time (sec): 577.51 - samples/sec: 2679.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:18:21,574 epoch 69 - iter 3470/6941 - loss 0.19442051 - time (sec): 720.70 - samples/sec: 2685.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:20:45,487 epoch 69 - iter 4164/6941 - loss 0.19442346 - time (sec): 864.61 - samples/sec: 2687.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:23:10,823 epoch 69 - iter 4858/6941 - loss 0.19448926 - time (sec): 1009.95 - samples/sec: 2685.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:25:38,617 epoch 69 - iter 5552/6941 - loss 0.19467102 - time (sec): 1157.74 - samples/sec: 2679.76 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:28:00,734 epoch 69 - iter 6246/6941 - loss 0.19486018 - time (sec): 1299.86 - samples/sec: 2685.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:30:26,349 epoch 69 - iter 6940/6941 - loss 0.19472068 - time (sec): 1445.47 - samples/sec: 2684.40 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:30:26,484 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 03:30:26,484 EPOCH 69 done: loss 0.1947 - lr: 0.100000 |
| 2024-03-14 03:30:26,484 - 2 epochs without improvement |
| 2024-03-14 03:30:26,484 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 03:32:50,915 epoch 70 - iter 694/6941 - loss 0.19191639 - time (sec): 144.43 - samples/sec: 2698.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:35:15,285 epoch 70 - iter 1388/6941 - loss 0.19365645 - time (sec): 288.80 - samples/sec: 2692.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:37:43,248 epoch 70 - iter 2082/6941 - loss 0.19410329 - time (sec): 436.76 - samples/sec: 2669.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:40:05,574 epoch 70 - iter 2776/6941 - loss 0.19403001 - time (sec): 579.09 - samples/sec: 2679.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:42:29,103 epoch 70 - iter 3470/6941 - loss 0.19347115 - time (sec): 722.62 - samples/sec: 2684.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:44:56,058 epoch 70 - iter 4164/6941 - loss 0.19378390 - time (sec): 869.57 - samples/sec: 2678.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:47:19,682 epoch 70 - iter 4858/6941 - loss 0.19391792 - time (sec): 1013.20 - samples/sec: 2681.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:49:42,418 epoch 70 - iter 5552/6941 - loss 0.19406311 - time (sec): 1155.93 - samples/sec: 2686.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:52:05,868 epoch 70 - iter 6246/6941 - loss 0.19422489 - time (sec): 1299.38 - samples/sec: 2688.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:54:29,690 epoch 70 - iter 6940/6941 - loss 0.19437643 - time (sec): 1443.21 - samples/sec: 2688.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:54:29,852 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 03:54:29,852 EPOCH 70 done: loss 0.1944 - lr: 0.100000 |
| 2024-03-14 03:54:29,852 - 0 epochs without improvement |
| 2024-03-14 03:54:29,852 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 03:56:52,816 epoch 71 - iter 694/6941 - loss 0.19461132 - time (sec): 142.96 - samples/sec: 2702.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 03:59:17,134 epoch 71 - iter 1388/6941 - loss 0.19373115 - time (sec): 287.28 - samples/sec: 2683.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:01:42,675 epoch 71 - iter 2082/6941 - loss 0.19339066 - time (sec): 432.82 - samples/sec: 2678.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:04:07,435 epoch 71 - iter 2776/6941 - loss 0.19265491 - time (sec): 577.58 - samples/sec: 2682.13 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:06:31,366 epoch 71 - iter 3470/6941 - loss 0.19305873 - time (sec): 721.51 - samples/sec: 2683.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:08:55,896 epoch 71 - iter 4164/6941 - loss 0.19302760 - time (sec): 866.04 - samples/sec: 2683.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:11:22,536 epoch 71 - iter 4858/6941 - loss 0.19343833 - time (sec): 1012.68 - samples/sec: 2679.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:13:48,646 epoch 71 - iter 5552/6941 - loss 0.19378875 - time (sec): 1158.79 - samples/sec: 2677.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:16:12,148 epoch 71 - iter 6246/6941 - loss 0.19402022 - time (sec): 1302.30 - samples/sec: 2681.23 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:18:35,742 epoch 71 - iter 6940/6941 - loss 0.19405033 - time (sec): 1445.89 - samples/sec: 2683.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:18:35,842 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 04:18:35,842 EPOCH 71 done: loss 0.1941 - lr: 0.100000 |
| 2024-03-14 04:18:35,842 - 0 epochs without improvement |
| 2024-03-14 04:18:35,842 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 04:21:02,931 epoch 72 - iter 694/6941 - loss 0.19397350 - time (sec): 147.09 - samples/sec: 2656.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:23:26,532 epoch 72 - iter 1388/6941 - loss 0.19302589 - time (sec): 290.69 - samples/sec: 2682.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:25:48,767 epoch 72 - iter 2082/6941 - loss 0.19460983 - time (sec): 432.93 - samples/sec: 2689.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:28:13,987 epoch 72 - iter 2776/6941 - loss 0.19395047 - time (sec): 578.14 - samples/sec: 2686.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:30:38,824 epoch 72 - iter 3470/6941 - loss 0.19382619 - time (sec): 722.98 - samples/sec: 2685.58 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:33:03,715 epoch 72 - iter 4164/6941 - loss 0.19392890 - time (sec): 867.87 - samples/sec: 2683.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:35:27,602 epoch 72 - iter 4858/6941 - loss 0.19379840 - time (sec): 1011.76 - samples/sec: 2684.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:37:52,386 epoch 72 - iter 5552/6941 - loss 0.19385586 - time (sec): 1156.54 - samples/sec: 2683.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:40:20,093 epoch 72 - iter 6246/6941 - loss 0.19383435 - time (sec): 1304.25 - samples/sec: 2678.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:42:43,540 epoch 72 - iter 6940/6941 - loss 0.19403701 - time (sec): 1447.70 - samples/sec: 2680.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:42:43,659 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 04:42:43,659 EPOCH 72 done: loss 0.1940 - lr: 0.100000 |
| 2024-03-14 04:42:43,659 - 0 epochs without improvement |
| 2024-03-14 04:42:43,659 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 04:45:07,749 epoch 73 - iter 694/6941 - loss 0.19262458 - time (sec): 144.09 - samples/sec: 2696.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:47:29,856 epoch 73 - iter 1388/6941 - loss 0.19293817 - time (sec): 286.20 - samples/sec: 2704.11 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:49:52,622 epoch 73 - iter 2082/6941 - loss 0.19248104 - time (sec): 428.96 - samples/sec: 2707.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:52:20,582 epoch 73 - iter 2776/6941 - loss 0.19237606 - time (sec): 576.92 - samples/sec: 2688.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:54:44,829 epoch 73 - iter 3470/6941 - loss 0.19247360 - time (sec): 721.17 - samples/sec: 2689.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:57:08,874 epoch 73 - iter 4164/6941 - loss 0.19287788 - time (sec): 865.22 - samples/sec: 2690.93 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 04:59:32,624 epoch 73 - iter 4858/6941 - loss 0.19317933 - time (sec): 1008.97 - samples/sec: 2691.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:01:58,666 epoch 73 - iter 5552/6941 - loss 0.19357146 - time (sec): 1155.01 - samples/sec: 2687.81 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:04:25,276 epoch 73 - iter 6246/6941 - loss 0.19353631 - time (sec): 1301.62 - samples/sec: 2683.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:06:48,854 epoch 73 - iter 6940/6941 - loss 0.19354686 - time (sec): 1445.19 - samples/sec: 2684.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:06:48,908 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 05:06:48,908 EPOCH 73 done: loss 0.1935 - lr: 0.100000 |
| 2024-03-14 05:06:48,908 - 0 epochs without improvement |
| 2024-03-14 05:06:48,909 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 05:09:13,966 epoch 74 - iter 694/6941 - loss 0.19359607 - time (sec): 145.06 - samples/sec: 2684.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:11:39,722 epoch 74 - iter 1388/6941 - loss 0.19351169 - time (sec): 290.81 - samples/sec: 2677.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:14:02,155 epoch 74 - iter 2082/6941 - loss 0.19264790 - time (sec): 433.25 - samples/sec: 2696.35 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:16:24,232 epoch 74 - iter 2776/6941 - loss 0.19304813 - time (sec): 575.32 - samples/sec: 2703.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:18:50,322 epoch 74 - iter 3470/6941 - loss 0.19346745 - time (sec): 721.41 - samples/sec: 2689.93 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:21:16,039 epoch 74 - iter 4164/6941 - loss 0.19343359 - time (sec): 867.13 - samples/sec: 2684.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:23:43,721 epoch 74 - iter 4858/6941 - loss 0.19367959 - time (sec): 1014.81 - samples/sec: 2678.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:26:07,362 epoch 74 - iter 5552/6941 - loss 0.19359046 - time (sec): 1158.45 - samples/sec: 2682.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:28:29,524 epoch 74 - iter 6246/6941 - loss 0.19372048 - time (sec): 1300.61 - samples/sec: 2685.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:30:52,952 epoch 74 - iter 6940/6941 - loss 0.19375272 - time (sec): 1444.04 - samples/sec: 2687.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:30:53,035 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 05:30:53,035 EPOCH 74 done: loss 0.1938 - lr: 0.100000 |
| 2024-03-14 05:30:53,035 - 1 epochs without improvement |
| 2024-03-14 05:30:53,035 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 05:33:20,811 epoch 75 - iter 694/6941 - loss 0.19103159 - time (sec): 147.78 - samples/sec: 2630.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:35:46,289 epoch 75 - iter 1388/6941 - loss 0.19240548 - time (sec): 293.25 - samples/sec: 2644.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:38:12,345 epoch 75 - iter 2082/6941 - loss 0.19294477 - time (sec): 439.31 - samples/sec: 2649.35 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:40:35,771 epoch 75 - iter 2776/6941 - loss 0.19284860 - time (sec): 582.74 - samples/sec: 2663.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:42:57,885 epoch 75 - iter 3470/6941 - loss 0.19338058 - time (sec): 724.85 - samples/sec: 2676.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:45:17,727 epoch 75 - iter 4164/6941 - loss 0.19323068 - time (sec): 864.69 - samples/sec: 2692.51 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:47:42,463 epoch 75 - iter 4858/6941 - loss 0.19346575 - time (sec): 1009.43 - samples/sec: 2691.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:50:06,951 epoch 75 - iter 5552/6941 - loss 0.19365865 - time (sec): 1153.92 - samples/sec: 2689.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:52:31,048 epoch 75 - iter 6246/6941 - loss 0.19355756 - time (sec): 1298.01 - samples/sec: 2689.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:54:57,582 epoch 75 - iter 6940/6941 - loss 0.19390378 - time (sec): 1444.55 - samples/sec: 2686.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:54:57,685 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 05:54:57,685 EPOCH 75 done: loss 0.1939 - lr: 0.100000 |
| 2024-03-14 05:54:57,686 - 2 epochs without improvement |
| 2024-03-14 05:54:57,686 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 05:57:21,368 epoch 76 - iter 694/6941 - loss 0.19196540 - time (sec): 143.68 - samples/sec: 2688.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 05:59:46,073 epoch 76 - iter 1388/6941 - loss 0.19226258 - time (sec): 288.39 - samples/sec: 2687.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:02:11,264 epoch 76 - iter 2082/6941 - loss 0.19043903 - time (sec): 433.58 - samples/sec: 2686.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:04:36,217 epoch 76 - iter 2776/6941 - loss 0.19144191 - time (sec): 578.53 - samples/sec: 2685.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:06:59,857 epoch 76 - iter 3470/6941 - loss 0.19204383 - time (sec): 722.17 - samples/sec: 2690.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:09:23,913 epoch 76 - iter 4164/6941 - loss 0.19243310 - time (sec): 866.23 - samples/sec: 2687.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:11:48,961 epoch 76 - iter 4858/6941 - loss 0.19245317 - time (sec): 1011.28 - samples/sec: 2685.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:14:15,245 epoch 76 - iter 5552/6941 - loss 0.19238666 - time (sec): 1157.56 - samples/sec: 2682.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:16:39,531 epoch 76 - iter 6246/6941 - loss 0.19292342 - time (sec): 1301.85 - samples/sec: 2681.23 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:19:06,341 epoch 76 - iter 6940/6941 - loss 0.19299754 - time (sec): 1448.66 - samples/sec: 2678.47 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:19:06,614 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 06:19:06,614 EPOCH 76 done: loss 0.1930 - lr: 0.100000 |
| 2024-03-14 06:19:06,614 - 0 epochs without improvement |
| 2024-03-14 06:19:06,614 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 06:21:31,110 epoch 77 - iter 694/6941 - loss 0.19157713 - time (sec): 144.50 - samples/sec: 2703.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:23:54,451 epoch 77 - iter 1388/6941 - loss 0.19353104 - time (sec): 287.84 - samples/sec: 2704.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:26:17,381 epoch 77 - iter 2082/6941 - loss 0.19298590 - time (sec): 430.77 - samples/sec: 2702.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:28:45,246 epoch 77 - iter 2776/6941 - loss 0.19326075 - time (sec): 578.63 - samples/sec: 2682.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:31:09,006 epoch 77 - iter 3470/6941 - loss 0.19294466 - time (sec): 722.39 - samples/sec: 2687.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:33:34,698 epoch 77 - iter 4164/6941 - loss 0.19313882 - time (sec): 868.08 - samples/sec: 2685.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:35:59,358 epoch 77 - iter 4858/6941 - loss 0.19290717 - time (sec): 1012.74 - samples/sec: 2686.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:38:23,179 epoch 77 - iter 5552/6941 - loss 0.19271478 - time (sec): 1156.56 - samples/sec: 2684.95 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:40:46,351 epoch 77 - iter 6246/6941 - loss 0.19273314 - time (sec): 1299.74 - samples/sec: 2686.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:43:09,845 epoch 77 - iter 6940/6941 - loss 0.19297690 - time (sec): 1443.23 - samples/sec: 2688.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:43:09,952 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 06:43:09,952 EPOCH 77 done: loss 0.1930 - lr: 0.100000 |
| 2024-03-14 06:43:09,952 - 0 epochs without improvement |
| 2024-03-14 06:43:09,952 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 06:45:34,035 epoch 78 - iter 694/6941 - loss 0.19214863 - time (sec): 144.08 - samples/sec: 2691.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:47:58,811 epoch 78 - iter 1388/6941 - loss 0.19235570 - time (sec): 288.86 - samples/sec: 2691.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:50:23,659 epoch 78 - iter 2082/6941 - loss 0.19254241 - time (sec): 433.71 - samples/sec: 2688.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:52:49,270 epoch 78 - iter 2776/6941 - loss 0.19253471 - time (sec): 579.32 - samples/sec: 2681.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:55:13,829 epoch 78 - iter 3470/6941 - loss 0.19318485 - time (sec): 723.88 - samples/sec: 2680.38 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:57:36,134 epoch 78 - iter 4164/6941 - loss 0.19280142 - time (sec): 866.18 - samples/sec: 2688.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 06:59:59,760 epoch 78 - iter 4858/6941 - loss 0.19308112 - time (sec): 1009.81 - samples/sec: 2689.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:02:26,068 epoch 78 - iter 5552/6941 - loss 0.19294085 - time (sec): 1156.12 - samples/sec: 2685.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:04:50,267 epoch 78 - iter 6246/6941 - loss 0.19289463 - time (sec): 1300.31 - samples/sec: 2686.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:07:16,916 epoch 78 - iter 6940/6941 - loss 0.19305274 - time (sec): 1446.96 - samples/sec: 2681.66 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:07:16,997 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 07:07:16,997 EPOCH 78 done: loss 0.1931 - lr: 0.100000 |
| 2024-03-14 07:07:16,997 - 1 epochs without improvement |
| 2024-03-14 07:07:16,997 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 07:09:42,151 epoch 79 - iter 694/6941 - loss 0.19186962 - time (sec): 145.15 - samples/sec: 2695.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:12:04,321 epoch 79 - iter 1388/6941 - loss 0.19289341 - time (sec): 287.32 - samples/sec: 2706.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:14:28,024 epoch 79 - iter 2082/6941 - loss 0.19315035 - time (sec): 431.03 - samples/sec: 2702.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:16:53,113 epoch 79 - iter 2776/6941 - loss 0.19315135 - time (sec): 576.12 - samples/sec: 2698.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:19:17,154 epoch 79 - iter 3470/6941 - loss 0.19299075 - time (sec): 720.16 - samples/sec: 2694.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:21:40,594 epoch 79 - iter 4164/6941 - loss 0.19331700 - time (sec): 863.60 - samples/sec: 2694.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:24:06,040 epoch 79 - iter 4858/6941 - loss 0.19313840 - time (sec): 1009.04 - samples/sec: 2689.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:26:31,878 epoch 79 - iter 5552/6941 - loss 0.19332216 - time (sec): 1154.88 - samples/sec: 2685.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:28:58,281 epoch 79 - iter 6246/6941 - loss 0.19311313 - time (sec): 1301.28 - samples/sec: 2683.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:31:22,606 epoch 79 - iter 6940/6941 - loss 0.19304263 - time (sec): 1445.61 - samples/sec: 2684.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:31:22,693 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 07:31:22,693 EPOCH 79 done: loss 0.1930 - lr: 0.100000 |
| 2024-03-14 07:31:22,693 - 2 epochs without improvement |
| 2024-03-14 07:31:22,693 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 07:33:47,727 epoch 80 - iter 694/6941 - loss 0.19355396 - time (sec): 145.03 - samples/sec: 2671.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:36:12,804 epoch 80 - iter 1388/6941 - loss 0.19336891 - time (sec): 290.11 - samples/sec: 2672.87 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:38:37,426 epoch 80 - iter 2082/6941 - loss 0.19289569 - time (sec): 434.73 - samples/sec: 2673.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:41:01,476 epoch 80 - iter 2776/6941 - loss 0.19282434 - time (sec): 578.78 - samples/sec: 2678.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:43:23,712 epoch 80 - iter 3470/6941 - loss 0.19272262 - time (sec): 721.02 - samples/sec: 2689.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:45:46,027 epoch 80 - iter 4164/6941 - loss 0.19287440 - time (sec): 863.33 - samples/sec: 2694.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:48:10,574 epoch 80 - iter 4858/6941 - loss 0.19279169 - time (sec): 1007.88 - samples/sec: 2695.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:50:35,018 epoch 80 - iter 5552/6941 - loss 0.19271580 - time (sec): 1152.32 - samples/sec: 2692.14 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:53:00,945 epoch 80 - iter 6246/6941 - loss 0.19264469 - time (sec): 1298.25 - samples/sec: 2688.03 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:55:27,329 epoch 80 - iter 6940/6941 - loss 0.19261955 - time (sec): 1444.64 - samples/sec: 2685.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 07:55:27,446 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 07:55:27,446 EPOCH 80 done: loss 0.1926 - lr: 0.100000 |
| 2024-03-14 07:55:27,446 - 0 epochs without improvement |
| 2024-03-14 07:55:27,447 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 07:57:53,395 epoch 81 - iter 694/6941 - loss 0.19162785 - time (sec): 145.95 - samples/sec: 2692.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:00:19,828 epoch 81 - iter 1388/6941 - loss 0.19287184 - time (sec): 292.38 - samples/sec: 2676.38 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:02:42,782 epoch 81 - iter 2082/6941 - loss 0.19219844 - time (sec): 435.33 - samples/sec: 2686.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:05:06,112 epoch 81 - iter 2776/6941 - loss 0.19258375 - time (sec): 578.67 - samples/sec: 2688.45 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:07:29,345 epoch 81 - iter 3470/6941 - loss 0.19283844 - time (sec): 721.90 - samples/sec: 2692.72 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:09:53,869 epoch 81 - iter 4164/6941 - loss 0.19294420 - time (sec): 866.42 - samples/sec: 2690.86 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:12:19,116 epoch 81 - iter 4858/6941 - loss 0.19315570 - time (sec): 1011.67 - samples/sec: 2687.27 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:14:43,775 epoch 81 - iter 5552/6941 - loss 0.19306450 - time (sec): 1156.33 - samples/sec: 2687.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:17:07,878 epoch 81 - iter 6246/6941 - loss 0.19292116 - time (sec): 1300.43 - samples/sec: 2687.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:19:29,631 epoch 81 - iter 6940/6941 - loss 0.19285427 - time (sec): 1442.18 - samples/sec: 2690.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:19:29,754 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 08:19:29,754 EPOCH 81 done: loss 0.1929 - lr: 0.100000 |
| 2024-03-14 08:19:29,754 - 1 epochs without improvement |
| 2024-03-14 08:19:29,754 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 08:21:51,126 epoch 82 - iter 694/6941 - loss 0.19193017 - time (sec): 141.37 - samples/sec: 2710.98 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:24:13,670 epoch 82 - iter 1388/6941 - loss 0.19239769 - time (sec): 283.92 - samples/sec: 2708.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:26:38,273 epoch 82 - iter 2082/6941 - loss 0.19181169 - time (sec): 428.52 - samples/sec: 2697.38 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:29:05,851 epoch 82 - iter 2776/6941 - loss 0.19175654 - time (sec): 576.10 - samples/sec: 2684.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:31:28,502 epoch 82 - iter 3470/6941 - loss 0.19180712 - time (sec): 718.75 - samples/sec: 2686.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:33:51,506 epoch 82 - iter 4164/6941 - loss 0.19174132 - time (sec): 861.75 - samples/sec: 2693.46 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:36:18,225 epoch 82 - iter 4858/6941 - loss 0.19196175 - time (sec): 1008.47 - samples/sec: 2687.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:38:43,493 epoch 82 - iter 5552/6941 - loss 0.19204097 - time (sec): 1153.74 - samples/sec: 2687.13 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:41:09,436 epoch 82 - iter 6246/6941 - loss 0.19199930 - time (sec): 1299.68 - samples/sec: 2687.26 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:43:34,428 epoch 82 - iter 6940/6941 - loss 0.19213201 - time (sec): 1444.67 - samples/sec: 2685.89 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:43:34,610 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 08:43:34,610 EPOCH 82 done: loss 0.1921 - lr: 0.100000 |
| 2024-03-14 08:43:34,610 - 0 epochs without improvement |
| 2024-03-14 08:43:34,610 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 08:45:58,248 epoch 83 - iter 694/6941 - loss 0.19192891 - time (sec): 143.64 - samples/sec: 2692.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:48:23,347 epoch 83 - iter 1388/6941 - loss 0.19103129 - time (sec): 288.74 - samples/sec: 2683.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:50:47,501 epoch 83 - iter 2082/6941 - loss 0.19068333 - time (sec): 432.89 - samples/sec: 2691.92 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:53:10,575 epoch 83 - iter 2776/6941 - loss 0.19194637 - time (sec): 575.97 - samples/sec: 2695.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:55:36,640 epoch 83 - iter 3470/6941 - loss 0.19200342 - time (sec): 722.03 - samples/sec: 2690.51 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 08:57:59,995 epoch 83 - iter 4164/6941 - loss 0.19217467 - time (sec): 865.39 - samples/sec: 2690.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:00:25,403 epoch 83 - iter 4858/6941 - loss 0.19200470 - time (sec): 1010.79 - samples/sec: 2687.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:02:51,380 epoch 83 - iter 5552/6941 - loss 0.19215267 - time (sec): 1156.77 - samples/sec: 2684.04 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:05:17,494 epoch 83 - iter 6246/6941 - loss 0.19229851 - time (sec): 1302.88 - samples/sec: 2681.82 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:07:40,702 epoch 83 - iter 6940/6941 - loss 0.19250138 - time (sec): 1446.09 - samples/sec: 2683.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:07:40,757 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 09:07:40,757 EPOCH 83 done: loss 0.1925 - lr: 0.100000 |
| 2024-03-14 09:07:40,757 - 1 epochs without improvement |
| 2024-03-14 09:07:40,757 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 09:10:05,372 epoch 84 - iter 694/6941 - loss 0.19379515 - time (sec): 144.62 - samples/sec: 2679.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:12:30,310 epoch 84 - iter 1388/6941 - loss 0.19303495 - time (sec): 289.55 - samples/sec: 2681.76 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:14:55,923 epoch 84 - iter 2082/6941 - loss 0.19288086 - time (sec): 435.17 - samples/sec: 2677.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:17:19,742 epoch 84 - iter 2776/6941 - loss 0.19261498 - time (sec): 578.99 - samples/sec: 2678.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:19:43,963 epoch 84 - iter 3470/6941 - loss 0.19261124 - time (sec): 723.21 - samples/sec: 2680.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:22:08,496 epoch 84 - iter 4164/6941 - loss 0.19225443 - time (sec): 867.74 - samples/sec: 2679.69 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:24:30,624 epoch 84 - iter 4858/6941 - loss 0.19269854 - time (sec): 1009.87 - samples/sec: 2688.17 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:26:54,367 epoch 84 - iter 5552/6941 - loss 0.19284889 - time (sec): 1153.61 - samples/sec: 2689.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:29:19,460 epoch 84 - iter 6246/6941 - loss 0.19291678 - time (sec): 1298.70 - samples/sec: 2688.52 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:31:42,204 epoch 84 - iter 6940/6941 - loss 0.19280948 - time (sec): 1441.45 - samples/sec: 2691.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:31:42,360 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 09:31:42,360 EPOCH 84 done: loss 0.1928 - lr: 0.100000 |
| 2024-03-14 09:31:42,360 - 2 epochs without improvement |
| 2024-03-14 09:31:42,361 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 09:34:08,092 epoch 85 - iter 694/6941 - loss 0.19185802 - time (sec): 145.73 - samples/sec: 2679.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:36:34,775 epoch 85 - iter 1388/6941 - loss 0.19135337 - time (sec): 292.41 - samples/sec: 2667.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:38:59,521 epoch 85 - iter 2082/6941 - loss 0.19194014 - time (sec): 437.16 - samples/sec: 2666.01 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:41:22,299 epoch 85 - iter 2776/6941 - loss 0.19205877 - time (sec): 579.94 - samples/sec: 2677.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:43:47,031 epoch 85 - iter 3470/6941 - loss 0.19212129 - time (sec): 724.67 - samples/sec: 2675.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:46:13,411 epoch 85 - iter 4164/6941 - loss 0.19232096 - time (sec): 871.05 - samples/sec: 2671.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:48:35,282 epoch 85 - iter 4858/6941 - loss 0.19264189 - time (sec): 1012.92 - samples/sec: 2679.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:51:00,378 epoch 85 - iter 5552/6941 - loss 0.19220028 - time (sec): 1158.02 - samples/sec: 2679.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:53:24,022 epoch 85 - iter 6246/6941 - loss 0.19248166 - time (sec): 1301.66 - samples/sec: 2681.53 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:55:48,688 epoch 85 - iter 6940/6941 - loss 0.19247360 - time (sec): 1446.33 - samples/sec: 2682.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 09:55:48,766 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 09:55:48,766 EPOCH 85 done: loss 0.1925 - lr: 0.100000 |
| 2024-03-14 09:55:48,767 - 3 epochs without improvement |
| 2024-03-14 09:55:48,767 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 09:58:12,808 epoch 86 - iter 694/6941 - loss 0.19326817 - time (sec): 144.04 - samples/sec: 2684.40 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:00:38,345 epoch 86 - iter 1388/6941 - loss 0.19177655 - time (sec): 289.58 - samples/sec: 2675.32 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:03:04,488 epoch 86 - iter 2082/6941 - loss 0.19095160 - time (sec): 435.72 - samples/sec: 2670.36 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:05:28,014 epoch 86 - iter 2776/6941 - loss 0.19171997 - time (sec): 579.25 - samples/sec: 2675.99 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:07:51,230 epoch 86 - iter 3470/6941 - loss 0.19136384 - time (sec): 722.46 - samples/sec: 2681.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:10:17,494 epoch 86 - iter 4164/6941 - loss 0.19175883 - time (sec): 868.73 - samples/sec: 2674.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:12:43,684 epoch 86 - iter 4858/6941 - loss 0.19196097 - time (sec): 1014.92 - samples/sec: 2672.15 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:15:06,752 epoch 86 - iter 5552/6941 - loss 0.19187149 - time (sec): 1157.99 - samples/sec: 2677.80 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:17:31,268 epoch 86 - iter 6246/6941 - loss 0.19203801 - time (sec): 1302.50 - samples/sec: 2681.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:19:54,184 epoch 86 - iter 6940/6941 - loss 0.19203412 - time (sec): 1445.42 - samples/sec: 2684.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:19:54,281 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 10:19:54,281 EPOCH 86 done: loss 0.1920 - lr: 0.100000 |
| 2024-03-14 10:19:54,281 - 0 epochs without improvement |
| 2024-03-14 10:19:54,281 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 10:22:16,768 epoch 87 - iter 694/6941 - loss 0.19203623 - time (sec): 142.49 - samples/sec: 2709.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:24:40,134 epoch 87 - iter 1388/6941 - loss 0.19092300 - time (sec): 285.85 - samples/sec: 2706.97 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:27:02,855 epoch 87 - iter 2082/6941 - loss 0.19125790 - time (sec): 428.57 - samples/sec: 2706.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:29:27,966 epoch 87 - iter 2776/6941 - loss 0.19160282 - time (sec): 573.68 - samples/sec: 2701.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:31:53,125 epoch 87 - iter 3470/6941 - loss 0.19170737 - time (sec): 718.84 - samples/sec: 2698.18 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:34:18,196 epoch 87 - iter 4164/6941 - loss 0.19188743 - time (sec): 863.91 - samples/sec: 2695.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:36:44,544 epoch 87 - iter 4858/6941 - loss 0.19223904 - time (sec): 1010.26 - samples/sec: 2690.91 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:39:08,070 epoch 87 - iter 5552/6941 - loss 0.19239501 - time (sec): 1153.79 - samples/sec: 2688.88 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:41:31,099 epoch 87 - iter 6246/6941 - loss 0.19242164 - time (sec): 1296.82 - samples/sec: 2691.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:43:57,995 epoch 87 - iter 6940/6941 - loss 0.19221358 - time (sec): 1443.71 - samples/sec: 2687.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:43:58,080 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 10:43:58,080 EPOCH 87 done: loss 0.1922 - lr: 0.100000 |
| 2024-03-14 10:43:58,080 - 1 epochs without improvement |
| 2024-03-14 10:43:58,080 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 10:46:20,810 epoch 88 - iter 694/6941 - loss 0.19243301 - time (sec): 142.73 - samples/sec: 2711.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:48:45,117 epoch 88 - iter 1388/6941 - loss 0.19245205 - time (sec): 287.04 - samples/sec: 2700.08 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:51:11,370 epoch 88 - iter 2082/6941 - loss 0.19207243 - time (sec): 433.29 - samples/sec: 2690.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:53:34,998 epoch 88 - iter 2776/6941 - loss 0.19221898 - time (sec): 576.92 - samples/sec: 2693.00 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:55:59,446 epoch 88 - iter 3470/6941 - loss 0.19235033 - time (sec): 721.37 - samples/sec: 2692.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 10:58:24,033 epoch 88 - iter 4164/6941 - loss 0.19205249 - time (sec): 865.95 - samples/sec: 2689.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:00:45,082 epoch 88 - iter 4858/6941 - loss 0.19212451 - time (sec): 1007.00 - samples/sec: 2697.79 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:03:09,815 epoch 88 - iter 5552/6941 - loss 0.19227776 - time (sec): 1151.73 - samples/sec: 2695.83 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:05:36,255 epoch 88 - iter 6246/6941 - loss 0.19218244 - time (sec): 1298.17 - samples/sec: 2690.16 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:08:01,506 epoch 88 - iter 6940/6941 - loss 0.19196519 - time (sec): 1443.43 - samples/sec: 2688.25 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:08:01,559 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 11:08:01,559 EPOCH 88 done: loss 0.1920 - lr: 0.100000 |
| 2024-03-14 11:08:01,559 - 0 epochs without improvement |
| 2024-03-14 11:08:01,560 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 11:10:23,941 epoch 89 - iter 694/6941 - loss 0.19183056 - time (sec): 142.38 - samples/sec: 2705.49 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:12:51,870 epoch 89 - iter 1388/6941 - loss 0.19147074 - time (sec): 290.31 - samples/sec: 2661.35 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:15:14,220 epoch 89 - iter 2082/6941 - loss 0.19218098 - time (sec): 432.66 - samples/sec: 2678.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:17:39,416 epoch 89 - iter 2776/6941 - loss 0.19147178 - time (sec): 577.86 - samples/sec: 2674.54 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:20:04,512 epoch 89 - iter 3470/6941 - loss 0.19161130 - time (sec): 722.95 - samples/sec: 2673.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:22:30,268 epoch 89 - iter 4164/6941 - loss 0.19177542 - time (sec): 868.71 - samples/sec: 2673.44 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:24:56,186 epoch 89 - iter 4858/6941 - loss 0.19203700 - time (sec): 1014.63 - samples/sec: 2673.41 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:27:20,801 epoch 89 - iter 5552/6941 - loss 0.19169466 - time (sec): 1159.24 - samples/sec: 2675.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:29:46,294 epoch 89 - iter 6246/6941 - loss 0.19160162 - time (sec): 1304.73 - samples/sec: 2676.71 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:32:09,311 epoch 89 - iter 6940/6941 - loss 0.19155959 - time (sec): 1447.75 - samples/sec: 2680.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:32:09,419 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 11:32:09,419 EPOCH 89 done: loss 0.1916 - lr: 0.100000 |
| 2024-03-14 11:32:09,419 - 0 epochs without improvement |
| 2024-03-14 11:32:09,419 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 11:34:33,749 epoch 90 - iter 694/6941 - loss 0.19266422 - time (sec): 144.33 - samples/sec: 2700.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:37:02,316 epoch 90 - iter 1388/6941 - loss 0.19181833 - time (sec): 292.90 - samples/sec: 2658.75 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:39:24,298 epoch 90 - iter 2082/6941 - loss 0.19158854 - time (sec): 434.88 - samples/sec: 2681.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:41:50,238 epoch 90 - iter 2776/6941 - loss 0.19089184 - time (sec): 580.82 - samples/sec: 2677.63 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:44:13,747 epoch 90 - iter 3470/6941 - loss 0.19135323 - time (sec): 724.33 - samples/sec: 2685.55 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:46:38,677 epoch 90 - iter 4164/6941 - loss 0.19130155 - time (sec): 869.26 - samples/sec: 2685.33 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:49:03,554 epoch 90 - iter 4858/6941 - loss 0.19133685 - time (sec): 1014.13 - samples/sec: 2682.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:51:28,192 epoch 90 - iter 5552/6941 - loss 0.19144847 - time (sec): 1158.77 - samples/sec: 2682.96 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:53:52,819 epoch 90 - iter 6246/6941 - loss 0.19146706 - time (sec): 1303.40 - samples/sec: 2681.38 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:56:13,788 epoch 90 - iter 6940/6941 - loss 0.19148065 - time (sec): 1444.37 - samples/sec: 2686.46 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 11:56:13,894 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 11:56:13,894 EPOCH 90 done: loss 0.1915 - lr: 0.100000 |
| 2024-03-14 11:56:13,894 - 0 epochs without improvement |
| 2024-03-14 11:56:13,894 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 11:58:35,960 epoch 91 - iter 694/6941 - loss 0.18960919 - time (sec): 142.07 - samples/sec: 2714.30 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:00:59,066 epoch 91 - iter 1388/6941 - loss 0.19133429 - time (sec): 285.17 - samples/sec: 2715.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:03:24,690 epoch 91 - iter 2082/6941 - loss 0.19103003 - time (sec): 430.80 - samples/sec: 2699.10 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:05:48,407 epoch 91 - iter 2776/6941 - loss 0.19106305 - time (sec): 574.51 - samples/sec: 2701.67 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:08:14,266 epoch 91 - iter 3470/6941 - loss 0.19093601 - time (sec): 720.37 - samples/sec: 2693.12 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:10:37,493 epoch 91 - iter 4164/6941 - loss 0.19089153 - time (sec): 863.60 - samples/sec: 2696.64 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:13:02,902 epoch 91 - iter 4858/6941 - loss 0.19095260 - time (sec): 1009.01 - samples/sec: 2694.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:15:29,074 epoch 91 - iter 5552/6941 - loss 0.19141979 - time (sec): 1155.18 - samples/sec: 2690.24 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:17:52,800 epoch 91 - iter 6246/6941 - loss 0.19148923 - time (sec): 1298.91 - samples/sec: 2686.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:20:17,590 epoch 91 - iter 6940/6941 - loss 0.19162371 - time (sec): 1443.70 - samples/sec: 2687.73 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:20:17,721 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 12:20:17,721 EPOCH 91 done: loss 0.1916 - lr: 0.100000 |
| 2024-03-14 12:20:17,722 - 1 epochs without improvement |
| 2024-03-14 12:20:17,722 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 12:22:41,212 epoch 92 - iter 694/6941 - loss 0.19021160 - time (sec): 143.49 - samples/sec: 2688.85 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:25:06,107 epoch 92 - iter 1388/6941 - loss 0.19051020 - time (sec): 288.39 - samples/sec: 2689.61 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:27:34,182 epoch 92 - iter 2082/6941 - loss 0.19144846 - time (sec): 436.46 - samples/sec: 2671.28 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:29:55,204 epoch 92 - iter 2776/6941 - loss 0.19181738 - time (sec): 577.48 - samples/sec: 2683.57 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:32:21,026 epoch 92 - iter 3470/6941 - loss 0.19141267 - time (sec): 723.30 - samples/sec: 2680.29 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:34:44,559 epoch 92 - iter 4164/6941 - loss 0.19127949 - time (sec): 866.84 - samples/sec: 2686.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:37:06,536 epoch 92 - iter 4858/6941 - loss 0.19132686 - time (sec): 1008.81 - samples/sec: 2690.09 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:39:31,978 epoch 92 - iter 5552/6941 - loss 0.19164547 - time (sec): 1154.26 - samples/sec: 2687.07 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:41:59,859 epoch 92 - iter 6246/6941 - loss 0.19151063 - time (sec): 1302.14 - samples/sec: 2681.77 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:44:24,090 epoch 92 - iter 6940/6941 - loss 0.19162853 - time (sec): 1446.37 - samples/sec: 2682.74 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:44:24,190 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 12:44:24,191 EPOCH 92 done: loss 0.1916 - lr: 0.100000 |
| 2024-03-14 12:44:24,191 - 2 epochs without improvement |
| 2024-03-14 12:44:24,191 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 12:46:45,355 epoch 93 - iter 694/6941 - loss 0.19278328 - time (sec): 141.16 - samples/sec: 2723.50 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:49:12,821 epoch 93 - iter 1388/6941 - loss 0.19076509 - time (sec): 288.63 - samples/sec: 2676.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:51:34,789 epoch 93 - iter 2082/6941 - loss 0.19182907 - time (sec): 430.60 - samples/sec: 2689.05 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:54:00,641 epoch 93 - iter 2776/6941 - loss 0.19108041 - time (sec): 576.45 - samples/sec: 2687.34 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:56:26,243 epoch 93 - iter 3470/6941 - loss 0.19104853 - time (sec): 722.05 - samples/sec: 2682.70 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 12:58:49,612 epoch 93 - iter 4164/6941 - loss 0.19106506 - time (sec): 865.42 - samples/sec: 2685.48 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:01:12,075 epoch 93 - iter 4858/6941 - loss 0.19110222 - time (sec): 1007.88 - samples/sec: 2689.39 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:03:38,315 epoch 93 - iter 5552/6941 - loss 0.19131686 - time (sec): 1154.12 - samples/sec: 2687.68 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:06:04,322 epoch 93 - iter 6246/6941 - loss 0.19163408 - time (sec): 1300.13 - samples/sec: 2683.90 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:08:31,208 epoch 93 - iter 6940/6941 - loss 0.19169187 - time (sec): 1447.02 - samples/sec: 2681.56 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:08:31,333 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 13:08:31,333 EPOCH 93 done: loss 0.1917 - lr: 0.100000 |
| 2024-03-14 13:08:31,333 - 3 epochs without improvement |
| 2024-03-14 13:08:31,333 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 13:10:57,575 epoch 94 - iter 694/6941 - loss 0.18972548 - time (sec): 146.24 - samples/sec: 2668.84 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:13:20,606 epoch 94 - iter 1388/6941 - loss 0.19082188 - time (sec): 289.27 - samples/sec: 2680.42 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:15:43,612 epoch 94 - iter 2082/6941 - loss 0.19068557 - time (sec): 432.28 - samples/sec: 2685.59 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:18:09,317 epoch 94 - iter 2776/6941 - loss 0.19061643 - time (sec): 577.98 - samples/sec: 2678.06 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:20:31,023 epoch 94 - iter 3470/6941 - loss 0.19070141 - time (sec): 719.69 - samples/sec: 2690.19 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:22:55,779 epoch 94 - iter 4164/6941 - loss 0.19102400 - time (sec): 864.45 - samples/sec: 2689.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:25:19,510 epoch 94 - iter 4858/6941 - loss 0.19137432 - time (sec): 1008.18 - samples/sec: 2691.02 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:27:41,349 epoch 94 - iter 5552/6941 - loss 0.19173133 - time (sec): 1150.02 - samples/sec: 2696.47 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:30:07,705 epoch 94 - iter 6246/6941 - loss 0.19185636 - time (sec): 1296.37 - samples/sec: 2692.31 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:32:34,771 epoch 94 - iter 6940/6941 - loss 0.19182516 - time (sec): 1443.44 - samples/sec: 2688.21 - lr: 0.100000 - momentum: 0.000000 |
| 2024-03-14 13:32:34,886 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 13:32:34,886 EPOCH 94 done: loss 0.1918 - lr: 0.100000 |
| 2024-03-14 13:32:34,886 - 4 epochs without improvement (above 'patience')-> annealing learning_rate to [0.05] |
| 2024-03-14 13:32:34,886 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 13:34:59,586 epoch 95 - iter 694/6941 - loss 0.18256094 - time (sec): 144.70 - samples/sec: 2676.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:37:23,482 epoch 95 - iter 1388/6941 - loss 0.18267216 - time (sec): 288.60 - samples/sec: 2684.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:39:47,548 epoch 95 - iter 2082/6941 - loss 0.18198564 - time (sec): 432.66 - samples/sec: 2686.41 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:42:11,781 epoch 95 - iter 2776/6941 - loss 0.18198833 - time (sec): 576.89 - samples/sec: 2690.05 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:44:35,347 epoch 95 - iter 3470/6941 - loss 0.18125434 - time (sec): 720.46 - samples/sec: 2690.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:47:00,108 epoch 95 - iter 4164/6941 - loss 0.18077351 - time (sec): 865.22 - samples/sec: 2686.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:49:24,890 epoch 95 - iter 4858/6941 - loss 0.18094264 - time (sec): 1010.00 - samples/sec: 2686.56 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:51:46,653 epoch 95 - iter 5552/6941 - loss 0.18059231 - time (sec): 1151.77 - samples/sec: 2690.51 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:54:13,888 epoch 95 - iter 6246/6941 - loss 0.18042203 - time (sec): 1299.00 - samples/sec: 2686.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:56:40,122 epoch 95 - iter 6940/6941 - loss 0.18016860 - time (sec): 1445.24 - samples/sec: 2684.81 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 13:56:40,331 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 13:56:40,331 EPOCH 95 done: loss 0.1802 - lr: 0.050000 |
| 2024-03-14 13:56:40,331 - 0 epochs without improvement |
| 2024-03-14 13:56:40,332 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 13:59:04,993 epoch 96 - iter 694/6941 - loss 0.17686192 - time (sec): 144.66 - samples/sec: 2682.80 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:01:26,980 epoch 96 - iter 1388/6941 - loss 0.17740354 - time (sec): 286.65 - samples/sec: 2701.06 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:03:52,163 epoch 96 - iter 2082/6941 - loss 0.17715191 - time (sec): 431.83 - samples/sec: 2689.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:06:16,652 epoch 96 - iter 2776/6941 - loss 0.17693057 - time (sec): 576.32 - samples/sec: 2691.40 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:08:39,969 epoch 96 - iter 3470/6941 - loss 0.17638004 - time (sec): 719.64 - samples/sec: 2690.69 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:11:07,612 epoch 96 - iter 4164/6941 - loss 0.17663582 - time (sec): 867.28 - samples/sec: 2680.00 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:13:31,096 epoch 96 - iter 4858/6941 - loss 0.17672430 - time (sec): 1010.76 - samples/sec: 2686.32 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:15:56,050 epoch 96 - iter 5552/6941 - loss 0.17649856 - time (sec): 1155.72 - samples/sec: 2686.24 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:18:21,616 epoch 96 - iter 6246/6941 - loss 0.17667943 - time (sec): 1301.28 - samples/sec: 2683.02 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:20:45,266 epoch 96 - iter 6940/6941 - loss 0.17677092 - time (sec): 1444.93 - samples/sec: 2685.42 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:20:45,369 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 14:20:45,370 EPOCH 96 done: loss 0.1768 - lr: 0.050000 |
| 2024-03-14 14:20:45,370 - 0 epochs without improvement |
| 2024-03-14 14:20:45,370 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 14:23:10,125 epoch 97 - iter 694/6941 - loss 0.17573270 - time (sec): 144.76 - samples/sec: 2667.72 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:25:33,754 epoch 97 - iter 1388/6941 - loss 0.17603308 - time (sec): 288.38 - samples/sec: 2684.27 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:27:59,574 epoch 97 - iter 2082/6941 - loss 0.17579273 - time (sec): 434.20 - samples/sec: 2684.66 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:30:24,097 epoch 97 - iter 2776/6941 - loss 0.17522058 - time (sec): 578.73 - samples/sec: 2689.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:32:47,011 epoch 97 - iter 3470/6941 - loss 0.17542019 - time (sec): 721.64 - samples/sec: 2691.96 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:35:11,495 epoch 97 - iter 4164/6941 - loss 0.17541068 - time (sec): 866.13 - samples/sec: 2692.32 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:37:38,322 epoch 97 - iter 4858/6941 - loss 0.17549128 - time (sec): 1012.95 - samples/sec: 2686.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:40:03,771 epoch 97 - iter 5552/6941 - loss 0.17580169 - time (sec): 1158.40 - samples/sec: 2683.61 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:42:27,342 epoch 97 - iter 6246/6941 - loss 0.17555859 - time (sec): 1301.97 - samples/sec: 2684.86 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:44:50,991 epoch 97 - iter 6940/6941 - loss 0.17548350 - time (sec): 1445.62 - samples/sec: 2684.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:44:51,095 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 14:44:51,095 EPOCH 97 done: loss 0.1755 - lr: 0.050000 |
| 2024-03-14 14:44:51,095 - 0 epochs without improvement |
| 2024-03-14 14:44:51,096 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 14:47:15,384 epoch 98 - iter 694/6941 - loss 0.17146471 - time (sec): 144.29 - samples/sec: 2706.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:49:40,872 epoch 98 - iter 1388/6941 - loss 0.17248619 - time (sec): 289.78 - samples/sec: 2698.63 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:52:06,503 epoch 98 - iter 2082/6941 - loss 0.17270379 - time (sec): 435.41 - samples/sec: 2685.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:54:32,178 epoch 98 - iter 2776/6941 - loss 0.17327999 - time (sec): 581.08 - samples/sec: 2681.09 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:56:55,762 epoch 98 - iter 3470/6941 - loss 0.17339161 - time (sec): 724.67 - samples/sec: 2682.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 14:59:19,150 epoch 98 - iter 4164/6941 - loss 0.17356921 - time (sec): 868.05 - samples/sec: 2685.60 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:01:42,615 epoch 98 - iter 4858/6941 - loss 0.17327095 - time (sec): 1011.52 - samples/sec: 2687.06 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:04:08,485 epoch 98 - iter 5552/6941 - loss 0.17335693 - time (sec): 1157.39 - samples/sec: 2681.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:06:33,233 epoch 98 - iter 6246/6941 - loss 0.17336967 - time (sec): 1302.14 - samples/sec: 2680.07 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:08:58,420 epoch 98 - iter 6940/6941 - loss 0.17354838 - time (sec): 1447.32 - samples/sec: 2680.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:08:58,573 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 15:08:58,573 EPOCH 98 done: loss 0.1735 - lr: 0.050000 |
| 2024-03-14 15:08:58,573 - 0 epochs without improvement |
| 2024-03-14 15:08:58,574 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 15:11:22,747 epoch 99 - iter 694/6941 - loss 0.17295847 - time (sec): 144.17 - samples/sec: 2689.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:13:44,423 epoch 99 - iter 1388/6941 - loss 0.17222034 - time (sec): 285.85 - samples/sec: 2708.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:16:06,325 epoch 99 - iter 2082/6941 - loss 0.17266588 - time (sec): 427.75 - samples/sec: 2717.37 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:18:34,943 epoch 99 - iter 2776/6941 - loss 0.17240876 - time (sec): 576.37 - samples/sec: 2694.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:21:00,004 epoch 99 - iter 3470/6941 - loss 0.17266787 - time (sec): 721.43 - samples/sec: 2691.23 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:23:24,649 epoch 99 - iter 4164/6941 - loss 0.17264736 - time (sec): 866.08 - samples/sec: 2689.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:25:50,786 epoch 99 - iter 4858/6941 - loss 0.17267970 - time (sec): 1012.21 - samples/sec: 2685.37 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:28:17,738 epoch 99 - iter 5552/6941 - loss 0.17277467 - time (sec): 1159.16 - samples/sec: 2679.38 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:30:40,564 epoch 99 - iter 6246/6941 - loss 0.17297712 - time (sec): 1301.99 - samples/sec: 2681.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:33:05,843 epoch 99 - iter 6940/6941 - loss 0.17303516 - time (sec): 1447.27 - samples/sec: 2681.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:33:05,974 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 15:33:05,974 EPOCH 99 done: loss 0.1730 - lr: 0.050000 |
| 2024-03-14 15:33:05,974 - 0 epochs without improvement |
| 2024-03-14 15:33:05,974 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 15:35:27,896 epoch 100 - iter 694/6941 - loss 0.17237498 - time (sec): 141.92 - samples/sec: 2710.96 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:37:51,641 epoch 100 - iter 1388/6941 - loss 0.17222129 - time (sec): 285.67 - samples/sec: 2705.89 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:40:17,978 epoch 100 - iter 2082/6941 - loss 0.17266131 - time (sec): 432.00 - samples/sec: 2685.77 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:42:42,904 epoch 100 - iter 2776/6941 - loss 0.17302437 - time (sec): 576.93 - samples/sec: 2681.45 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:45:07,239 epoch 100 - iter 3470/6941 - loss 0.17280073 - time (sec): 721.26 - samples/sec: 2682.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:47:31,634 epoch 100 - iter 4164/6941 - loss 0.17303429 - time (sec): 865.66 - samples/sec: 2683.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:49:57,701 epoch 100 - iter 4858/6941 - loss 0.17295767 - time (sec): 1011.73 - samples/sec: 2682.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:52:20,886 epoch 100 - iter 5552/6941 - loss 0.17264946 - time (sec): 1154.91 - samples/sec: 2685.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:54:44,511 epoch 100 - iter 6246/6941 - loss 0.17279478 - time (sec): 1298.54 - samples/sec: 2687.63 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:57:10,700 epoch 100 - iter 6940/6941 - loss 0.17262028 - time (sec): 1444.73 - samples/sec: 2685.81 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 15:57:10,810 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 15:57:10,810 EPOCH 100 done: loss 0.1726 - lr: 0.050000 |
| 2024-03-14 15:57:10,810 - 0 epochs without improvement |
| 2024-03-14 15:57:10,810 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 15:59:35,741 epoch 101 - iter 694/6941 - loss 0.17177859 - time (sec): 144.93 - samples/sec: 2688.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:02:03,760 epoch 101 - iter 1388/6941 - loss 0.17280424 - time (sec): 292.95 - samples/sec: 2657.29 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:04:25,200 epoch 101 - iter 2082/6941 - loss 0.17222058 - time (sec): 434.39 - samples/sec: 2681.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:06:47,917 epoch 101 - iter 2776/6941 - loss 0.17211272 - time (sec): 577.11 - samples/sec: 2688.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:09:10,739 epoch 101 - iter 3470/6941 - loss 0.17154856 - time (sec): 719.93 - samples/sec: 2692.76 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:11:33,593 epoch 101 - iter 4164/6941 - loss 0.17137906 - time (sec): 862.78 - samples/sec: 2696.31 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:14:01,569 epoch 101 - iter 4858/6941 - loss 0.17135789 - time (sec): 1010.76 - samples/sec: 2688.05 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:16:25,570 epoch 101 - iter 5552/6941 - loss 0.17120334 - time (sec): 1154.76 - samples/sec: 2688.06 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:18:50,733 epoch 101 - iter 6246/6941 - loss 0.17122299 - time (sec): 1299.92 - samples/sec: 2685.92 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:21:15,156 epoch 101 - iter 6940/6941 - loss 0.17136699 - time (sec): 1444.35 - samples/sec: 2686.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:21:15,278 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 16:21:15,278 EPOCH 101 done: loss 0.1714 - lr: 0.050000 |
| 2024-03-14 16:21:15,279 - 0 epochs without improvement |
| 2024-03-14 16:21:15,279 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 16:23:39,036 epoch 102 - iter 694/6941 - loss 0.16919131 - time (sec): 143.76 - samples/sec: 2684.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:26:05,756 epoch 102 - iter 1388/6941 - loss 0.17086345 - time (sec): 290.48 - samples/sec: 2665.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:28:31,083 epoch 102 - iter 2082/6941 - loss 0.17039328 - time (sec): 435.80 - samples/sec: 2667.81 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:30:53,719 epoch 102 - iter 2776/6941 - loss 0.17106312 - time (sec): 578.44 - samples/sec: 2679.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:33:18,281 epoch 102 - iter 3470/6941 - loss 0.17132556 - time (sec): 723.00 - samples/sec: 2684.22 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:35:43,297 epoch 102 - iter 4164/6941 - loss 0.17143453 - time (sec): 868.02 - samples/sec: 2680.78 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:38:08,826 epoch 102 - iter 4858/6941 - loss 0.17129375 - time (sec): 1013.55 - samples/sec: 2679.38 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:40:33,379 epoch 102 - iter 5552/6941 - loss 0.17121902 - time (sec): 1158.10 - samples/sec: 2680.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:42:57,302 epoch 102 - iter 6246/6941 - loss 0.17114470 - time (sec): 1302.02 - samples/sec: 2681.54 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:45:23,042 epoch 102 - iter 6940/6941 - loss 0.17112284 - time (sec): 1447.76 - samples/sec: 2680.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:45:23,142 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 16:45:23,142 EPOCH 102 done: loss 0.1711 - lr: 0.050000 |
| 2024-03-14 16:45:23,142 - 0 epochs without improvement |
| 2024-03-14 16:45:23,142 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 16:47:48,763 epoch 103 - iter 694/6941 - loss 0.16874119 - time (sec): 145.62 - samples/sec: 2681.22 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:50:14,843 epoch 103 - iter 1388/6941 - loss 0.16919531 - time (sec): 291.70 - samples/sec: 2674.85 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:52:40,224 epoch 103 - iter 2082/6941 - loss 0.16947486 - time (sec): 437.08 - samples/sec: 2675.22 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:55:04,218 epoch 103 - iter 2776/6941 - loss 0.17029951 - time (sec): 581.08 - samples/sec: 2678.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:57:28,280 epoch 103 - iter 3470/6941 - loss 0.17023618 - time (sec): 725.14 - samples/sec: 2676.78 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 16:59:53,716 epoch 103 - iter 4164/6941 - loss 0.17047137 - time (sec): 870.57 - samples/sec: 2674.38 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:02:18,612 epoch 103 - iter 4858/6941 - loss 0.17070193 - time (sec): 1015.47 - samples/sec: 2674.56 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:04:44,940 epoch 103 - iter 5552/6941 - loss 0.17070214 - time (sec): 1161.80 - samples/sec: 2671.80 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:07:08,315 epoch 103 - iter 6246/6941 - loss 0.17048428 - time (sec): 1305.17 - samples/sec: 2675.66 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:09:30,889 epoch 103 - iter 6940/6941 - loss 0.17035562 - time (sec): 1447.75 - samples/sec: 2680.20 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:09:31,004 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 17:09:31,004 EPOCH 103 done: loss 0.1704 - lr: 0.050000 |
| 2024-03-14 17:09:31,004 - 0 epochs without improvement |
| 2024-03-14 17:09:31,004 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 17:11:57,990 epoch 104 - iter 694/6941 - loss 0.16947575 - time (sec): 146.99 - samples/sec: 2640.88 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:14:23,111 epoch 104 - iter 1388/6941 - loss 0.16966181 - time (sec): 292.11 - samples/sec: 2657.65 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:16:47,225 epoch 104 - iter 2082/6941 - loss 0.17019835 - time (sec): 436.22 - samples/sec: 2667.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:19:09,039 epoch 104 - iter 2776/6941 - loss 0.17007552 - time (sec): 578.03 - samples/sec: 2679.03 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:21:32,307 epoch 104 - iter 3470/6941 - loss 0.16992978 - time (sec): 721.30 - samples/sec: 2681.17 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:23:58,429 epoch 104 - iter 4164/6941 - loss 0.16991485 - time (sec): 867.43 - samples/sec: 2680.37 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:26:21,474 epoch 104 - iter 4858/6941 - loss 0.16994907 - time (sec): 1010.47 - samples/sec: 2687.76 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:28:49,719 epoch 104 - iter 5552/6941 - loss 0.17013555 - time (sec): 1158.71 - samples/sec: 2680.05 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:31:13,548 epoch 104 - iter 6246/6941 - loss 0.17025978 - time (sec): 1302.54 - samples/sec: 2681.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:33:39,517 epoch 104 - iter 6940/6941 - loss 0.17015041 - time (sec): 1448.51 - samples/sec: 2678.81 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:33:39,574 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 17:33:39,574 EPOCH 104 done: loss 0.1702 - lr: 0.050000 |
| 2024-03-14 17:33:39,574 - 0 epochs without improvement |
| 2024-03-14 17:33:39,574 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 17:36:04,087 epoch 105 - iter 694/6941 - loss 0.16941562 - time (sec): 144.51 - samples/sec: 2698.24 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:38:26,739 epoch 105 - iter 1388/6941 - loss 0.16942503 - time (sec): 287.16 - samples/sec: 2705.36 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:40:51,886 epoch 105 - iter 2082/6941 - loss 0.16995612 - time (sec): 432.31 - samples/sec: 2697.01 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:43:15,721 epoch 105 - iter 2776/6941 - loss 0.16977441 - time (sec): 576.15 - samples/sec: 2698.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:45:39,640 epoch 105 - iter 3470/6941 - loss 0.16982468 - time (sec): 720.07 - samples/sec: 2697.48 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:48:04,261 epoch 105 - iter 4164/6941 - loss 0.16986161 - time (sec): 864.69 - samples/sec: 2695.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:50:28,256 epoch 105 - iter 4858/6941 - loss 0.17000274 - time (sec): 1008.68 - samples/sec: 2694.22 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:52:54,291 epoch 105 - iter 5552/6941 - loss 0.17011726 - time (sec): 1154.72 - samples/sec: 2688.06 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:55:19,088 epoch 105 - iter 6246/6941 - loss 0.16995756 - time (sec): 1299.51 - samples/sec: 2687.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:57:44,251 epoch 105 - iter 6940/6941 - loss 0.17028798 - time (sec): 1444.68 - samples/sec: 2685.91 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 17:57:44,322 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 17:57:44,322 EPOCH 105 done: loss 0.1703 - lr: 0.050000 |
| 2024-03-14 17:57:44,322 - 1 epochs without improvement |
| 2024-03-14 17:57:44,323 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 18:00:08,079 epoch 106 - iter 694/6941 - loss 0.16948537 - time (sec): 143.76 - samples/sec: 2699.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:02:31,992 epoch 106 - iter 1388/6941 - loss 0.16871125 - time (sec): 287.67 - samples/sec: 2695.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:04:58,510 epoch 106 - iter 2082/6941 - loss 0.16833019 - time (sec): 434.19 - samples/sec: 2681.50 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:07:23,490 epoch 106 - iter 2776/6941 - loss 0.16835026 - time (sec): 579.17 - samples/sec: 2680.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:09:46,087 epoch 106 - iter 3470/6941 - loss 0.16847027 - time (sec): 721.76 - samples/sec: 2687.86 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:12:10,414 epoch 106 - iter 4164/6941 - loss 0.16843325 - time (sec): 866.09 - samples/sec: 2689.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:14:34,914 epoch 106 - iter 4858/6941 - loss 0.16874402 - time (sec): 1010.59 - samples/sec: 2687.10 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:17:00,948 epoch 106 - iter 5552/6941 - loss 0.16884318 - time (sec): 1156.63 - samples/sec: 2681.23 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:19:23,979 epoch 106 - iter 6246/6941 - loss 0.16898368 - time (sec): 1299.66 - samples/sec: 2686.64 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:21:47,604 epoch 106 - iter 6940/6941 - loss 0.16908540 - time (sec): 1443.28 - samples/sec: 2688.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:21:47,682 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 18:21:47,682 EPOCH 106 done: loss 0.1691 - lr: 0.050000 |
| 2024-03-14 18:21:47,682 - 0 epochs without improvement |
| 2024-03-14 18:21:47,682 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 18:24:14,094 epoch 107 - iter 694/6941 - loss 0.16880756 - time (sec): 146.41 - samples/sec: 2671.30 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:26:39,493 epoch 107 - iter 1388/6941 - loss 0.16879004 - time (sec): 291.81 - samples/sec: 2667.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:29:02,738 epoch 107 - iter 2082/6941 - loss 0.16869358 - time (sec): 435.06 - samples/sec: 2686.90 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:31:26,501 epoch 107 - iter 2776/6941 - loss 0.16932239 - time (sec): 578.82 - samples/sec: 2684.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:33:53,428 epoch 107 - iter 3470/6941 - loss 0.16947655 - time (sec): 725.75 - samples/sec: 2677.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:36:17,283 epoch 107 - iter 4164/6941 - loss 0.16952199 - time (sec): 869.60 - samples/sec: 2678.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:38:40,133 epoch 107 - iter 4858/6941 - loss 0.16945444 - time (sec): 1012.45 - samples/sec: 2680.41 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:41:03,502 epoch 107 - iter 5552/6941 - loss 0.16964931 - time (sec): 1155.82 - samples/sec: 2684.69 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:43:24,965 epoch 107 - iter 6246/6941 - loss 0.16947994 - time (sec): 1297.28 - samples/sec: 2689.68 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:45:51,703 epoch 107 - iter 6940/6941 - loss 0.16941275 - time (sec): 1444.02 - samples/sec: 2687.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:45:51,739 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 18:45:51,739 EPOCH 107 done: loss 0.1694 - lr: 0.050000 |
| 2024-03-14 18:45:51,739 - 1 epochs without improvement |
| 2024-03-14 18:45:51,739 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 18:48:15,039 epoch 108 - iter 694/6941 - loss 0.16984946 - time (sec): 143.30 - samples/sec: 2699.88 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:50:36,884 epoch 108 - iter 1388/6941 - loss 0.16937297 - time (sec): 285.14 - samples/sec: 2714.72 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:53:00,998 epoch 108 - iter 2082/6941 - loss 0.16895630 - time (sec): 429.26 - samples/sec: 2709.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:55:24,661 epoch 108 - iter 2776/6941 - loss 0.16903920 - time (sec): 572.92 - samples/sec: 2700.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 18:57:48,862 epoch 108 - iter 3470/6941 - loss 0.16899612 - time (sec): 717.12 - samples/sec: 2698.50 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:00:13,750 epoch 108 - iter 4164/6941 - loss 0.16867948 - time (sec): 862.01 - samples/sec: 2696.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:02:39,725 epoch 108 - iter 4858/6941 - loss 0.16854218 - time (sec): 1007.99 - samples/sec: 2690.23 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:05:02,983 epoch 108 - iter 5552/6941 - loss 0.16839104 - time (sec): 1151.24 - samples/sec: 2691.02 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:07:31,260 epoch 108 - iter 6246/6941 - loss 0.16845369 - time (sec): 1299.52 - samples/sec: 2684.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:09:55,817 epoch 108 - iter 6940/6941 - loss 0.16867379 - time (sec): 1444.08 - samples/sec: 2687.03 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:09:55,888 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 19:09:55,888 EPOCH 108 done: loss 0.1687 - lr: 0.050000 |
| 2024-03-14 19:09:55,888 - 0 epochs without improvement |
| 2024-03-14 19:09:55,888 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 19:12:20,328 epoch 109 - iter 694/6941 - loss 0.16952797 - time (sec): 144.44 - samples/sec: 2682.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:14:46,966 epoch 109 - iter 1388/6941 - loss 0.16947376 - time (sec): 291.08 - samples/sec: 2669.90 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:17:13,762 epoch 109 - iter 2082/6941 - loss 0.16837489 - time (sec): 437.87 - samples/sec: 2664.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:19:36,396 epoch 109 - iter 2776/6941 - loss 0.16835584 - time (sec): 580.51 - samples/sec: 2681.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:21:57,497 epoch 109 - iter 3470/6941 - loss 0.16844267 - time (sec): 721.61 - samples/sec: 2688.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:24:20,661 epoch 109 - iter 4164/6941 - loss 0.16837037 - time (sec): 864.77 - samples/sec: 2692.00 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:26:44,995 epoch 109 - iter 4858/6941 - loss 0.16850433 - time (sec): 1009.11 - samples/sec: 2691.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:29:12,713 epoch 109 - iter 5552/6941 - loss 0.16841112 - time (sec): 1156.82 - samples/sec: 2684.37 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:31:38,740 epoch 109 - iter 6246/6941 - loss 0.16845619 - time (sec): 1302.85 - samples/sec: 2681.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:34:01,427 epoch 109 - iter 6940/6941 - loss 0.16857927 - time (sec): 1445.54 - samples/sec: 2684.30 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:34:01,519 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 19:34:01,519 EPOCH 109 done: loss 0.1686 - lr: 0.050000 |
| 2024-03-14 19:34:01,519 - 0 epochs without improvement |
| 2024-03-14 19:34:01,519 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 19:36:25,912 epoch 110 - iter 694/6941 - loss 0.16882650 - time (sec): 144.39 - samples/sec: 2700.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:38:52,351 epoch 110 - iter 1388/6941 - loss 0.16868478 - time (sec): 290.83 - samples/sec: 2674.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:41:18,194 epoch 110 - iter 2082/6941 - loss 0.16745285 - time (sec): 436.67 - samples/sec: 2672.83 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:43:41,266 epoch 110 - iter 2776/6941 - loss 0.16782565 - time (sec): 579.75 - samples/sec: 2674.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:46:05,405 epoch 110 - iter 3470/6941 - loss 0.16830701 - time (sec): 723.89 - samples/sec: 2680.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:48:28,812 epoch 110 - iter 4164/6941 - loss 0.16846278 - time (sec): 867.29 - samples/sec: 2685.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:50:53,626 epoch 110 - iter 4858/6941 - loss 0.16837531 - time (sec): 1012.11 - samples/sec: 2682.95 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:53:17,658 epoch 110 - iter 5552/6941 - loss 0.16812016 - time (sec): 1156.14 - samples/sec: 2684.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:55:42,763 epoch 110 - iter 6246/6941 - loss 0.16835639 - time (sec): 1301.24 - samples/sec: 2682.86 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:58:07,575 epoch 110 - iter 6940/6941 - loss 0.16816969 - time (sec): 1446.06 - samples/sec: 2683.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 19:58:07,696 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 19:58:07,696 EPOCH 110 done: loss 0.1682 - lr: 0.050000 |
| 2024-03-14 19:58:07,696 - 0 epochs without improvement |
| 2024-03-14 19:58:07,696 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 20:00:33,638 epoch 111 - iter 694/6941 - loss 0.16765155 - time (sec): 145.94 - samples/sec: 2668.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:03:00,003 epoch 111 - iter 1388/6941 - loss 0.16798113 - time (sec): 292.31 - samples/sec: 2658.96 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:05:19,154 epoch 111 - iter 2082/6941 - loss 0.16767323 - time (sec): 431.46 - samples/sec: 2695.84 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:07:46,415 epoch 111 - iter 2776/6941 - loss 0.16781982 - time (sec): 578.72 - samples/sec: 2682.62 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:10:09,703 epoch 111 - iter 3470/6941 - loss 0.16772265 - time (sec): 722.01 - samples/sec: 2689.07 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:12:31,719 epoch 111 - iter 4164/6941 - loss 0.16811489 - time (sec): 864.02 - samples/sec: 2694.54 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:14:59,279 epoch 111 - iter 4858/6941 - loss 0.16819579 - time (sec): 1011.58 - samples/sec: 2684.62 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:17:26,153 epoch 111 - iter 5552/6941 - loss 0.16828829 - time (sec): 1158.46 - samples/sec: 2679.68 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:19:49,372 epoch 111 - iter 6246/6941 - loss 0.16818116 - time (sec): 1301.68 - samples/sec: 2682.72 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:22:12,886 epoch 111 - iter 6940/6941 - loss 0.16805810 - time (sec): 1445.19 - samples/sec: 2684.94 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:22:12,990 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 20:22:12,990 EPOCH 111 done: loss 0.1681 - lr: 0.050000 |
| 2024-03-14 20:22:12,990 - 0 epochs without improvement |
| 2024-03-14 20:22:12,990 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 20:24:40,501 epoch 112 - iter 694/6941 - loss 0.16800622 - time (sec): 147.51 - samples/sec: 2650.27 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:27:04,038 epoch 112 - iter 1388/6941 - loss 0.16807277 - time (sec): 291.05 - samples/sec: 2675.73 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:29:27,527 epoch 112 - iter 2082/6941 - loss 0.16787640 - time (sec): 434.54 - samples/sec: 2683.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:31:51,300 epoch 112 - iter 2776/6941 - loss 0.16714163 - time (sec): 578.31 - samples/sec: 2686.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:34:15,038 epoch 112 - iter 3470/6941 - loss 0.16742696 - time (sec): 722.05 - samples/sec: 2688.27 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:36:38,891 epoch 112 - iter 4164/6941 - loss 0.16731590 - time (sec): 865.90 - samples/sec: 2690.31 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:39:05,541 epoch 112 - iter 4858/6941 - loss 0.16746203 - time (sec): 1012.55 - samples/sec: 2684.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:41:31,792 epoch 112 - iter 5552/6941 - loss 0.16743754 - time (sec): 1158.80 - samples/sec: 2680.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:43:55,871 epoch 112 - iter 6246/6941 - loss 0.16725742 - time (sec): 1302.88 - samples/sec: 2680.86 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:46:19,677 epoch 112 - iter 6940/6941 - loss 0.16727292 - time (sec): 1446.69 - samples/sec: 2682.17 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:46:19,798 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 20:46:19,798 EPOCH 112 done: loss 0.1673 - lr: 0.050000 |
| 2024-03-14 20:46:19,798 - 0 epochs without improvement |
| 2024-03-14 20:46:19,798 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 20:48:41,388 epoch 113 - iter 694/6941 - loss 0.16469096 - time (sec): 141.59 - samples/sec: 2732.05 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:51:06,471 epoch 113 - iter 1388/6941 - loss 0.16619882 - time (sec): 286.67 - samples/sec: 2706.06 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:53:31,225 epoch 113 - iter 2082/6941 - loss 0.16613598 - time (sec): 431.43 - samples/sec: 2703.00 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:55:55,782 epoch 113 - iter 2776/6941 - loss 0.16604137 - time (sec): 575.98 - samples/sec: 2692.64 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 20:58:20,697 epoch 113 - iter 3470/6941 - loss 0.16618455 - time (sec): 720.90 - samples/sec: 2690.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:00:48,311 epoch 113 - iter 4164/6941 - loss 0.16671838 - time (sec): 868.51 - samples/sec: 2681.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:03:13,391 epoch 113 - iter 4858/6941 - loss 0.16674156 - time (sec): 1013.59 - samples/sec: 2680.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:05:40,940 epoch 113 - iter 5552/6941 - loss 0.16701451 - time (sec): 1161.14 - samples/sec: 2676.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:08:04,735 epoch 113 - iter 6246/6941 - loss 0.16706824 - time (sec): 1304.94 - samples/sec: 2679.76 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:10:26,599 epoch 113 - iter 6940/6941 - loss 0.16714449 - time (sec): 1446.80 - samples/sec: 2681.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:10:26,665 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 21:10:26,665 EPOCH 113 done: loss 0.1671 - lr: 0.050000 |
| 2024-03-14 21:10:26,665 - 0 epochs without improvement |
| 2024-03-14 21:10:26,665 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 21:12:50,244 epoch 114 - iter 694/6941 - loss 0.16509629 - time (sec): 143.58 - samples/sec: 2690.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:15:17,218 epoch 114 - iter 1388/6941 - loss 0.16713114 - time (sec): 290.55 - samples/sec: 2669.27 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:17:41,596 epoch 114 - iter 2082/6941 - loss 0.16702260 - time (sec): 434.93 - samples/sec: 2672.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:20:06,865 epoch 114 - iter 2776/6941 - loss 0.16656795 - time (sec): 580.20 - samples/sec: 2675.38 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:22:30,525 epoch 114 - iter 3470/6941 - loss 0.16674081 - time (sec): 723.86 - samples/sec: 2681.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:24:54,389 epoch 114 - iter 4164/6941 - loss 0.16670023 - time (sec): 867.72 - samples/sec: 2683.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:27:20,034 epoch 114 - iter 4858/6941 - loss 0.16671606 - time (sec): 1013.37 - samples/sec: 2681.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:29:41,730 epoch 114 - iter 5552/6941 - loss 0.16674290 - time (sec): 1155.07 - samples/sec: 2688.95 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:32:07,368 epoch 114 - iter 6246/6941 - loss 0.16671467 - time (sec): 1300.70 - samples/sec: 2686.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:34:31,977 epoch 114 - iter 6940/6941 - loss 0.16684383 - time (sec): 1445.31 - samples/sec: 2684.74 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:34:32,037 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 21:34:32,037 EPOCH 114 done: loss 0.1668 - lr: 0.050000 |
| 2024-03-14 21:34:32,037 - 0 epochs without improvement |
| 2024-03-14 21:34:32,037 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 21:36:56,629 epoch 115 - iter 694/6941 - loss 0.16616681 - time (sec): 144.59 - samples/sec: 2666.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:39:24,776 epoch 115 - iter 1388/6941 - loss 0.16573527 - time (sec): 292.74 - samples/sec: 2651.17 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:41:51,124 epoch 115 - iter 2082/6941 - loss 0.16617181 - time (sec): 439.09 - samples/sec: 2656.44 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:44:14,591 epoch 115 - iter 2776/6941 - loss 0.16572872 - time (sec): 582.55 - samples/sec: 2670.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:46:37,545 epoch 115 - iter 3470/6941 - loss 0.16587071 - time (sec): 725.51 - samples/sec: 2678.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:49:02,019 epoch 115 - iter 4164/6941 - loss 0.16627437 - time (sec): 869.98 - samples/sec: 2679.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:51:24,689 epoch 115 - iter 4858/6941 - loss 0.16622010 - time (sec): 1012.65 - samples/sec: 2683.36 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:53:51,044 epoch 115 - iter 5552/6941 - loss 0.16617268 - time (sec): 1159.01 - samples/sec: 2678.67 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:56:18,093 epoch 115 - iter 6246/6941 - loss 0.16653419 - time (sec): 1306.06 - samples/sec: 2674.05 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:58:40,549 epoch 115 - iter 6940/6941 - loss 0.16647578 - time (sec): 1448.51 - samples/sec: 2678.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 21:58:40,654 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 21:58:40,654 EPOCH 115 done: loss 0.1665 - lr: 0.050000 |
| 2024-03-14 21:58:40,654 - 0 epochs without improvement |
| 2024-03-14 21:58:40,654 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 22:01:07,621 epoch 116 - iter 694/6941 - loss 0.16544435 - time (sec): 146.97 - samples/sec: 2647.72 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:03:31,002 epoch 116 - iter 1388/6941 - loss 0.16690440 - time (sec): 290.35 - samples/sec: 2671.50 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:05:55,524 epoch 116 - iter 2082/6941 - loss 0.16628826 - time (sec): 434.87 - samples/sec: 2675.51 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:08:18,048 epoch 116 - iter 2776/6941 - loss 0.16645537 - time (sec): 577.39 - samples/sec: 2680.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:10:41,133 epoch 116 - iter 3470/6941 - loss 0.16662896 - time (sec): 720.48 - samples/sec: 2683.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:13:04,136 epoch 116 - iter 4164/6941 - loss 0.16660759 - time (sec): 863.48 - samples/sec: 2687.97 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:15:29,185 epoch 116 - iter 4858/6941 - loss 0.16679272 - time (sec): 1008.53 - samples/sec: 2689.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:17:58,747 epoch 116 - iter 5552/6941 - loss 0.16652890 - time (sec): 1158.09 - samples/sec: 2680.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:20:22,636 epoch 116 - iter 6246/6941 - loss 0.16656254 - time (sec): 1301.98 - samples/sec: 2681.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:22:46,575 epoch 116 - iter 6940/6941 - loss 0.16666069 - time (sec): 1445.92 - samples/sec: 2683.61 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:22:46,628 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 22:22:46,628 EPOCH 116 done: loss 0.1667 - lr: 0.050000 |
| 2024-03-14 22:22:46,628 - 1 epochs without improvement |
| 2024-03-14 22:22:46,628 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 22:25:16,478 epoch 117 - iter 694/6941 - loss 0.16666541 - time (sec): 149.85 - samples/sec: 2611.12 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:27:40,890 epoch 117 - iter 1388/6941 - loss 0.16664279 - time (sec): 294.26 - samples/sec: 2645.92 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:30:06,791 epoch 117 - iter 2082/6941 - loss 0.16708794 - time (sec): 440.16 - samples/sec: 2646.94 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:32:28,022 epoch 117 - iter 2776/6941 - loss 0.16706425 - time (sec): 581.39 - samples/sec: 2666.73 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:34:51,343 epoch 117 - iter 3470/6941 - loss 0.16653097 - time (sec): 724.71 - samples/sec: 2673.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:37:15,163 epoch 117 - iter 4164/6941 - loss 0.16625629 - time (sec): 868.54 - samples/sec: 2676.74 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:39:37,858 epoch 117 - iter 4858/6941 - loss 0.16618109 - time (sec): 1011.23 - samples/sec: 2681.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:42:04,149 epoch 117 - iter 5552/6941 - loss 0.16625092 - time (sec): 1157.52 - samples/sec: 2678.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:44:29,936 epoch 117 - iter 6246/6941 - loss 0.16612373 - time (sec): 1303.31 - samples/sec: 2677.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:46:55,501 epoch 117 - iter 6940/6941 - loss 0.16618987 - time (sec): 1448.87 - samples/sec: 2678.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:46:55,654 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 22:46:55,654 EPOCH 117 done: loss 0.1662 - lr: 0.050000 |
| 2024-03-14 22:46:55,654 - 0 epochs without improvement |
| 2024-03-14 22:46:55,655 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 22:49:19,471 epoch 118 - iter 694/6941 - loss 0.16496507 - time (sec): 143.82 - samples/sec: 2698.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:51:42,817 epoch 118 - iter 1388/6941 - loss 0.16439603 - time (sec): 287.16 - samples/sec: 2700.95 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:54:09,116 epoch 118 - iter 2082/6941 - loss 0.16446426 - time (sec): 433.46 - samples/sec: 2689.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:56:32,578 epoch 118 - iter 2776/6941 - loss 0.16472374 - time (sec): 576.92 - samples/sec: 2691.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 22:58:57,662 epoch 118 - iter 3470/6941 - loss 0.16473830 - time (sec): 722.01 - samples/sec: 2690.65 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:01:23,031 epoch 118 - iter 4164/6941 - loss 0.16537387 - time (sec): 867.38 - samples/sec: 2689.07 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:03:47,417 epoch 118 - iter 4858/6941 - loss 0.16518330 - time (sec): 1011.76 - samples/sec: 2690.09 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:06:10,510 epoch 118 - iter 5552/6941 - loss 0.16555033 - time (sec): 1154.86 - samples/sec: 2691.60 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:08:34,294 epoch 118 - iter 6246/6941 - loss 0.16569964 - time (sec): 1298.64 - samples/sec: 2691.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:11:00,624 epoch 118 - iter 6940/6941 - loss 0.16577107 - time (sec): 1444.97 - samples/sec: 2685.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:11:00,744 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 23:11:00,744 EPOCH 118 done: loss 0.1658 - lr: 0.050000 |
| 2024-03-14 23:11:00,744 - 0 epochs without improvement |
| 2024-03-14 23:11:00,744 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 23:13:24,115 epoch 119 - iter 694/6941 - loss 0.16697346 - time (sec): 143.37 - samples/sec: 2700.78 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:15:51,383 epoch 119 - iter 1388/6941 - loss 0.16557305 - time (sec): 290.64 - samples/sec: 2676.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:18:16,032 epoch 119 - iter 2082/6941 - loss 0.16557603 - time (sec): 435.29 - samples/sec: 2686.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:20:39,936 epoch 119 - iter 2776/6941 - loss 0.16568990 - time (sec): 579.19 - samples/sec: 2686.67 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:23:06,300 epoch 119 - iter 3470/6941 - loss 0.16587406 - time (sec): 725.56 - samples/sec: 2681.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:25:29,111 epoch 119 - iter 4164/6941 - loss 0.16565891 - time (sec): 868.37 - samples/sec: 2687.17 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:27:52,069 epoch 119 - iter 4858/6941 - loss 0.16572111 - time (sec): 1011.33 - samples/sec: 2688.94 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:30:14,956 epoch 119 - iter 5552/6941 - loss 0.16568969 - time (sec): 1154.21 - samples/sec: 2692.36 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:32:39,255 epoch 119 - iter 6246/6941 - loss 0.16584649 - time (sec): 1298.51 - samples/sec: 2688.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:35:04,322 epoch 119 - iter 6940/6941 - loss 0.16595434 - time (sec): 1443.58 - samples/sec: 2687.97 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:35:04,365 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 23:35:04,365 EPOCH 119 done: loss 0.1660 - lr: 0.050000 |
| 2024-03-14 23:35:04,365 - 1 epochs without improvement |
| 2024-03-14 23:35:04,365 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 23:37:26,935 epoch 120 - iter 694/6941 - loss 0.16443765 - time (sec): 142.57 - samples/sec: 2703.92 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:39:50,666 epoch 120 - iter 1388/6941 - loss 0.16459048 - time (sec): 286.30 - samples/sec: 2697.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:42:15,769 epoch 120 - iter 2082/6941 - loss 0.16403610 - time (sec): 431.40 - samples/sec: 2688.97 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:44:39,708 epoch 120 - iter 2776/6941 - loss 0.16526908 - time (sec): 575.34 - samples/sec: 2687.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:47:04,127 epoch 120 - iter 3470/6941 - loss 0.16537137 - time (sec): 719.76 - samples/sec: 2686.22 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:49:29,672 epoch 120 - iter 4164/6941 - loss 0.16533450 - time (sec): 865.31 - samples/sec: 2685.38 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:51:56,525 epoch 120 - iter 4858/6941 - loss 0.16514051 - time (sec): 1012.16 - samples/sec: 2680.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:54:21,449 epoch 120 - iter 5552/6941 - loss 0.16539244 - time (sec): 1157.08 - samples/sec: 2680.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:56:45,667 epoch 120 - iter 6246/6941 - loss 0.16541521 - time (sec): 1301.30 - samples/sec: 2683.36 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:59:12,426 epoch 120 - iter 6940/6941 - loss 0.16574110 - time (sec): 1448.06 - samples/sec: 2679.64 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-14 23:59:12,496 ---------------------------------------------------------------------------------------------------- |
| 2024-03-14 23:59:12,496 EPOCH 120 done: loss 0.1657 - lr: 0.050000 |
| 2024-03-14 23:59:12,496 - 0 epochs without improvement |
| 2024-03-14 23:59:12,496 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 00:01:39,342 epoch 121 - iter 694/6941 - loss 0.16495162 - time (sec): 146.85 - samples/sec: 2647.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:04:06,079 epoch 121 - iter 1388/6941 - loss 0.16579141 - time (sec): 293.58 - samples/sec: 2651.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:06:28,224 epoch 121 - iter 2082/6941 - loss 0.16531672 - time (sec): 435.73 - samples/sec: 2668.85 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:08:51,410 epoch 121 - iter 2776/6941 - loss 0.16558343 - time (sec): 578.91 - samples/sec: 2680.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:11:12,657 epoch 121 - iter 3470/6941 - loss 0.16556142 - time (sec): 720.16 - samples/sec: 2692.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:13:36,641 epoch 121 - iter 4164/6941 - loss 0.16552580 - time (sec): 864.15 - samples/sec: 2691.96 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:16:02,128 epoch 121 - iter 4858/6941 - loss 0.16518862 - time (sec): 1009.63 - samples/sec: 2691.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:18:27,762 epoch 121 - iter 5552/6941 - loss 0.16569570 - time (sec): 1155.27 - samples/sec: 2688.15 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:20:52,541 epoch 121 - iter 6246/6941 - loss 0.16566471 - time (sec): 1300.04 - samples/sec: 2688.56 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:23:14,831 epoch 121 - iter 6940/6941 - loss 0.16585396 - time (sec): 1442.33 - samples/sec: 2690.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:23:14,875 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 00:23:14,875 EPOCH 121 done: loss 0.1659 - lr: 0.050000 |
| 2024-03-15 00:23:14,875 - 1 epochs without improvement |
| 2024-03-15 00:23:14,875 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 00:25:39,584 epoch 122 - iter 694/6941 - loss 0.16435076 - time (sec): 144.71 - samples/sec: 2698.07 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:28:03,654 epoch 122 - iter 1388/6941 - loss 0.16475948 - time (sec): 288.78 - samples/sec: 2693.32 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:30:27,526 epoch 122 - iter 2082/6941 - loss 0.16481434 - time (sec): 432.65 - samples/sec: 2691.96 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:32:51,245 epoch 122 - iter 2776/6941 - loss 0.16488320 - time (sec): 576.37 - samples/sec: 2692.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:35:17,522 epoch 122 - iter 3470/6941 - loss 0.16508331 - time (sec): 722.65 - samples/sec: 2687.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:37:41,180 epoch 122 - iter 4164/6941 - loss 0.16503417 - time (sec): 866.30 - samples/sec: 2687.91 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:40:06,018 epoch 122 - iter 4858/6941 - loss 0.16509133 - time (sec): 1011.14 - samples/sec: 2686.51 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:42:31,881 epoch 122 - iter 5552/6941 - loss 0.16521240 - time (sec): 1157.01 - samples/sec: 2683.29 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:44:55,171 epoch 122 - iter 6246/6941 - loss 0.16522926 - time (sec): 1300.30 - samples/sec: 2685.30 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:47:20,417 epoch 122 - iter 6940/6941 - loss 0.16541068 - time (sec): 1445.54 - samples/sec: 2684.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:47:20,558 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 00:47:20,558 EPOCH 122 done: loss 0.1654 - lr: 0.050000 |
| 2024-03-15 00:47:20,558 - 0 epochs without improvement |
| 2024-03-15 00:47:20,559 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 00:49:44,510 epoch 123 - iter 694/6941 - loss 0.16543951 - time (sec): 143.95 - samples/sec: 2693.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:52:09,103 epoch 123 - iter 1388/6941 - loss 0.16525473 - time (sec): 288.54 - samples/sec: 2694.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:54:35,320 epoch 123 - iter 2082/6941 - loss 0.16564383 - time (sec): 434.76 - samples/sec: 2681.41 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:56:59,113 epoch 123 - iter 2776/6941 - loss 0.16582131 - time (sec): 578.55 - samples/sec: 2684.74 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 00:59:24,045 epoch 123 - iter 3470/6941 - loss 0.16543842 - time (sec): 723.49 - samples/sec: 2681.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:01:50,156 epoch 123 - iter 4164/6941 - loss 0.16529247 - time (sec): 869.60 - samples/sec: 2677.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:04:15,919 epoch 123 - iter 4858/6941 - loss 0.16531018 - time (sec): 1015.36 - samples/sec: 2675.31 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:06:37,991 epoch 123 - iter 5552/6941 - loss 0.16534396 - time (sec): 1157.43 - samples/sec: 2682.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:09:01,398 epoch 123 - iter 6246/6941 - loss 0.16532232 - time (sec): 1300.84 - samples/sec: 2684.63 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:11:23,626 epoch 123 - iter 6940/6941 - loss 0.16517602 - time (sec): 1443.07 - samples/sec: 2688.91 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:11:23,700 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 01:11:23,700 EPOCH 123 done: loss 0.1652 - lr: 0.050000 |
| 2024-03-15 01:11:23,700 - 0 epochs without improvement |
| 2024-03-15 01:11:23,700 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 01:13:48,939 epoch 124 - iter 694/6941 - loss 0.16485632 - time (sec): 145.24 - samples/sec: 2681.40 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:16:13,284 epoch 124 - iter 1388/6941 - loss 0.16511984 - time (sec): 289.58 - samples/sec: 2684.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:18:37,099 epoch 124 - iter 2082/6941 - loss 0.16473241 - time (sec): 433.40 - samples/sec: 2685.58 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:20:59,174 epoch 124 - iter 2776/6941 - loss 0.16473241 - time (sec): 575.47 - samples/sec: 2694.97 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:23:23,762 epoch 124 - iter 3470/6941 - loss 0.16492398 - time (sec): 720.06 - samples/sec: 2696.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:25:47,158 epoch 124 - iter 4164/6941 - loss 0.16527896 - time (sec): 863.46 - samples/sec: 2697.06 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:28:16,962 epoch 124 - iter 4858/6941 - loss 0.16511224 - time (sec): 1013.26 - samples/sec: 2683.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:30:41,273 epoch 124 - iter 5552/6941 - loss 0.16505066 - time (sec): 1157.57 - samples/sec: 2684.72 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:33:05,280 epoch 124 - iter 6246/6941 - loss 0.16515803 - time (sec): 1301.58 - samples/sec: 2684.00 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:35:31,787 epoch 124 - iter 6940/6941 - loss 0.16499454 - time (sec): 1448.09 - samples/sec: 2679.58 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:35:31,870 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 01:35:31,870 EPOCH 124 done: loss 0.1650 - lr: 0.050000 |
| 2024-03-15 01:35:31,870 - 0 epochs without improvement |
| 2024-03-15 01:35:31,870 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 01:37:59,376 epoch 125 - iter 694/6941 - loss 0.16351808 - time (sec): 147.51 - samples/sec: 2644.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:40:24,850 epoch 125 - iter 1388/6941 - loss 0.16390119 - time (sec): 292.98 - samples/sec: 2660.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:42:48,625 epoch 125 - iter 2082/6941 - loss 0.16442780 - time (sec): 436.75 - samples/sec: 2677.97 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:45:11,974 epoch 125 - iter 2776/6941 - loss 0.16457003 - time (sec): 580.10 - samples/sec: 2684.94 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:47:33,865 epoch 125 - iter 3470/6941 - loss 0.16446940 - time (sec): 721.99 - samples/sec: 2690.77 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:49:58,567 epoch 125 - iter 4164/6941 - loss 0.16459547 - time (sec): 866.70 - samples/sec: 2689.43 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:52:24,914 epoch 125 - iter 4858/6941 - loss 0.16463886 - time (sec): 1013.04 - samples/sec: 2686.73 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:54:50,811 epoch 125 - iter 5552/6941 - loss 0.16450949 - time (sec): 1158.94 - samples/sec: 2681.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:57:14,486 epoch 125 - iter 6246/6941 - loss 0.16456253 - time (sec): 1302.62 - samples/sec: 2682.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:59:40,550 epoch 125 - iter 6940/6941 - loss 0.16471395 - time (sec): 1448.68 - samples/sec: 2678.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 01:59:40,634 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 01:59:40,634 EPOCH 125 done: loss 0.1647 - lr: 0.050000 |
| 2024-03-15 01:59:40,634 - 0 epochs without improvement |
| 2024-03-15 01:59:40,634 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 02:02:05,326 epoch 126 - iter 694/6941 - loss 0.16383422 - time (sec): 144.69 - samples/sec: 2687.56 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:04:27,942 epoch 126 - iter 1388/6941 - loss 0.16373534 - time (sec): 287.31 - samples/sec: 2707.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:06:53,518 epoch 126 - iter 2082/6941 - loss 0.16461588 - time (sec): 432.88 - samples/sec: 2688.38 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:09:18,092 epoch 126 - iter 2776/6941 - loss 0.16417211 - time (sec): 577.46 - samples/sec: 2683.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:11:45,377 epoch 126 - iter 3470/6941 - loss 0.16402918 - time (sec): 724.74 - samples/sec: 2677.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:14:10,399 epoch 126 - iter 4164/6941 - loss 0.16417620 - time (sec): 869.77 - samples/sec: 2677.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:16:33,467 epoch 126 - iter 4858/6941 - loss 0.16413876 - time (sec): 1012.83 - samples/sec: 2682.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:18:57,837 epoch 126 - iter 5552/6941 - loss 0.16429158 - time (sec): 1157.20 - samples/sec: 2683.01 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:21:24,833 epoch 126 - iter 6246/6941 - loss 0.16431915 - time (sec): 1304.20 - samples/sec: 2679.32 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:23:48,572 epoch 126 - iter 6940/6941 - loss 0.16460710 - time (sec): 1447.94 - samples/sec: 2679.85 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:23:48,681 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 02:23:48,682 EPOCH 126 done: loss 0.1646 - lr: 0.050000 |
| 2024-03-15 02:23:48,682 - 0 epochs without improvement |
| 2024-03-15 02:23:48,682 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 02:26:14,613 epoch 127 - iter 694/6941 - loss 0.16343734 - time (sec): 145.93 - samples/sec: 2658.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:28:36,216 epoch 127 - iter 1388/6941 - loss 0.16402386 - time (sec): 287.53 - samples/sec: 2700.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:31:01,783 epoch 127 - iter 2082/6941 - loss 0.16445012 - time (sec): 433.10 - samples/sec: 2690.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:33:25,909 epoch 127 - iter 2776/6941 - loss 0.16398137 - time (sec): 577.23 - samples/sec: 2692.68 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:35:50,649 epoch 127 - iter 3470/6941 - loss 0.16399634 - time (sec): 721.97 - samples/sec: 2688.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:38:12,208 epoch 127 - iter 4164/6941 - loss 0.16380036 - time (sec): 863.53 - samples/sec: 2694.44 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:40:36,720 epoch 127 - iter 4858/6941 - loss 0.16386430 - time (sec): 1008.04 - samples/sec: 2689.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:43:01,804 epoch 127 - iter 5552/6941 - loss 0.16405479 - time (sec): 1153.12 - samples/sec: 2687.40 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:45:29,249 epoch 127 - iter 6246/6941 - loss 0.16412766 - time (sec): 1300.57 - samples/sec: 2685.80 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:47:53,128 epoch 127 - iter 6940/6941 - loss 0.16410483 - time (sec): 1444.45 - samples/sec: 2686.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:47:53,214 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 02:47:53,214 EPOCH 127 done: loss 0.1641 - lr: 0.050000 |
| 2024-03-15 02:47:53,214 - 0 epochs without improvement |
| 2024-03-15 02:47:53,214 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 02:50:19,089 epoch 128 - iter 694/6941 - loss 0.16337680 - time (sec): 145.87 - samples/sec: 2679.63 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:52:45,042 epoch 128 - iter 1388/6941 - loss 0.16303627 - time (sec): 291.83 - samples/sec: 2671.77 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:55:09,078 epoch 128 - iter 2082/6941 - loss 0.16338572 - time (sec): 435.86 - samples/sec: 2680.67 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:57:32,407 epoch 128 - iter 2776/6941 - loss 0.16391054 - time (sec): 579.19 - samples/sec: 2683.95 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 02:59:57,933 epoch 128 - iter 3470/6941 - loss 0.16425552 - time (sec): 724.72 - samples/sec: 2682.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:02:24,273 epoch 128 - iter 4164/6941 - loss 0.16417097 - time (sec): 871.06 - samples/sec: 2676.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:04:49,153 epoch 128 - iter 4858/6941 - loss 0.16403001 - time (sec): 1015.94 - samples/sec: 2677.51 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:07:10,303 epoch 128 - iter 5552/6941 - loss 0.16403993 - time (sec): 1157.09 - samples/sec: 2683.56 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:09:36,246 epoch 128 - iter 6246/6941 - loss 0.16417229 - time (sec): 1303.03 - samples/sec: 2680.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:11:58,658 epoch 128 - iter 6940/6941 - loss 0.16408630 - time (sec): 1445.44 - samples/sec: 2684.50 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:11:58,720 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 03:11:58,720 EPOCH 128 done: loss 0.1641 - lr: 0.050000 |
| 2024-03-15 03:11:58,720 - 0 epochs without improvement |
| 2024-03-15 03:11:58,720 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 03:14:23,200 epoch 129 - iter 694/6941 - loss 0.16505233 - time (sec): 144.48 - samples/sec: 2687.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:16:46,913 epoch 129 - iter 1388/6941 - loss 0.16471956 - time (sec): 288.19 - samples/sec: 2691.43 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:19:12,893 epoch 129 - iter 2082/6941 - loss 0.16411101 - time (sec): 434.17 - samples/sec: 2676.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:21:36,167 epoch 129 - iter 2776/6941 - loss 0.16404563 - time (sec): 577.45 - samples/sec: 2683.24 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:24:01,499 epoch 129 - iter 3470/6941 - loss 0.16378253 - time (sec): 722.78 - samples/sec: 2679.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:26:26,231 epoch 129 - iter 4164/6941 - loss 0.16375753 - time (sec): 867.51 - samples/sec: 2680.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:28:50,513 epoch 129 - iter 4858/6941 - loss 0.16400821 - time (sec): 1011.79 - samples/sec: 2682.40 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:31:16,581 epoch 129 - iter 5552/6941 - loss 0.16391348 - time (sec): 1157.86 - samples/sec: 2680.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:33:41,936 epoch 129 - iter 6246/6941 - loss 0.16399604 - time (sec): 1303.22 - samples/sec: 2678.09 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:36:06,336 epoch 129 - iter 6940/6941 - loss 0.16423129 - time (sec): 1447.62 - samples/sec: 2680.45 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:36:06,422 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 03:36:06,422 EPOCH 129 done: loss 0.1642 - lr: 0.050000 |
| 2024-03-15 03:36:06,422 - 1 epochs without improvement |
| 2024-03-15 03:36:06,422 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 03:38:30,665 epoch 130 - iter 694/6941 - loss 0.16425213 - time (sec): 144.24 - samples/sec: 2695.89 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:40:52,052 epoch 130 - iter 1388/6941 - loss 0.16359325 - time (sec): 285.63 - samples/sec: 2714.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:43:15,468 epoch 130 - iter 2082/6941 - loss 0.16364825 - time (sec): 429.05 - samples/sec: 2706.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:45:43,921 epoch 130 - iter 2776/6941 - loss 0.16312923 - time (sec): 577.50 - samples/sec: 2686.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:48:07,501 epoch 130 - iter 3470/6941 - loss 0.16322771 - time (sec): 721.08 - samples/sec: 2687.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:50:33,906 epoch 130 - iter 4164/6941 - loss 0.16312754 - time (sec): 867.48 - samples/sec: 2682.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:52:57,475 epoch 130 - iter 4858/6941 - loss 0.16318639 - time (sec): 1011.05 - samples/sec: 2683.43 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:55:25,167 epoch 130 - iter 5552/6941 - loss 0.16325617 - time (sec): 1158.75 - samples/sec: 2677.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 03:57:47,400 epoch 130 - iter 6246/6941 - loss 0.16354538 - time (sec): 1300.98 - samples/sec: 2682.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:00:12,828 epoch 130 - iter 6940/6941 - loss 0.16373190 - time (sec): 1446.41 - samples/sec: 2682.67 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:00:12,938 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 04:00:12,938 EPOCH 130 done: loss 0.1637 - lr: 0.050000 |
| 2024-03-15 04:00:12,939 - 0 epochs without improvement |
| 2024-03-15 04:00:12,939 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 04:02:38,844 epoch 131 - iter 694/6941 - loss 0.16310838 - time (sec): 145.90 - samples/sec: 2675.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:05:02,878 epoch 131 - iter 1388/6941 - loss 0.16410433 - time (sec): 289.94 - samples/sec: 2676.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:07:25,824 epoch 131 - iter 2082/6941 - loss 0.16353488 - time (sec): 432.89 - samples/sec: 2687.69 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:09:50,703 epoch 131 - iter 2776/6941 - loss 0.16344433 - time (sec): 577.76 - samples/sec: 2682.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:12:12,607 epoch 131 - iter 3470/6941 - loss 0.16365111 - time (sec): 719.67 - samples/sec: 2691.35 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:14:38,004 epoch 131 - iter 4164/6941 - loss 0.16336456 - time (sec): 865.07 - samples/sec: 2686.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:17:02,403 epoch 131 - iter 4858/6941 - loss 0.16351547 - time (sec): 1009.46 - samples/sec: 2688.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:19:25,686 epoch 131 - iter 5552/6941 - loss 0.16350661 - time (sec): 1152.75 - samples/sec: 2690.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:21:50,233 epoch 131 - iter 6246/6941 - loss 0.16349827 - time (sec): 1297.29 - samples/sec: 2690.54 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:24:17,511 epoch 131 - iter 6940/6941 - loss 0.16366242 - time (sec): 1444.57 - samples/sec: 2686.09 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:24:17,600 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 04:24:17,600 EPOCH 131 done: loss 0.1637 - lr: 0.050000 |
| 2024-03-15 04:24:17,600 - 0 epochs without improvement |
| 2024-03-15 04:24:17,600 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 04:26:41,572 epoch 132 - iter 694/6941 - loss 0.16298342 - time (sec): 143.97 - samples/sec: 2675.67 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:29:05,654 epoch 132 - iter 1388/6941 - loss 0.16401148 - time (sec): 288.05 - samples/sec: 2681.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:31:32,920 epoch 132 - iter 2082/6941 - loss 0.16369769 - time (sec): 435.32 - samples/sec: 2667.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:33:56,983 epoch 132 - iter 2776/6941 - loss 0.16270711 - time (sec): 579.38 - samples/sec: 2675.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:36:22,703 epoch 132 - iter 3470/6941 - loss 0.16290439 - time (sec): 725.10 - samples/sec: 2671.29 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:38:47,522 epoch 132 - iter 4164/6941 - loss 0.16299469 - time (sec): 869.92 - samples/sec: 2671.41 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:41:11,932 epoch 132 - iter 4858/6941 - loss 0.16334002 - time (sec): 1014.33 - samples/sec: 2673.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:43:38,060 epoch 132 - iter 5552/6941 - loss 0.16338467 - time (sec): 1160.46 - samples/sec: 2674.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:46:00,381 epoch 132 - iter 6246/6941 - loss 0.16317001 - time (sec): 1302.78 - samples/sec: 2680.92 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:48:23,235 epoch 132 - iter 6940/6941 - loss 0.16321481 - time (sec): 1445.64 - samples/sec: 2684.12 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:48:23,344 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 04:48:23,344 EPOCH 132 done: loss 0.1632 - lr: 0.050000 |
| 2024-03-15 04:48:23,344 - 0 epochs without improvement |
| 2024-03-15 04:48:23,344 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 04:50:46,349 epoch 133 - iter 694/6941 - loss 0.16333033 - time (sec): 143.00 - samples/sec: 2711.76 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:53:11,961 epoch 133 - iter 1388/6941 - loss 0.16347984 - time (sec): 288.62 - samples/sec: 2692.40 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:55:35,509 epoch 133 - iter 2082/6941 - loss 0.16332833 - time (sec): 432.16 - samples/sec: 2697.99 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 04:58:00,609 epoch 133 - iter 2776/6941 - loss 0.16345583 - time (sec): 577.26 - samples/sec: 2692.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:00:26,557 epoch 133 - iter 3470/6941 - loss 0.16308048 - time (sec): 723.21 - samples/sec: 2686.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:02:53,308 epoch 133 - iter 4164/6941 - loss 0.16289460 - time (sec): 869.96 - samples/sec: 2679.37 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:05:19,143 epoch 133 - iter 4858/6941 - loss 0.16318005 - time (sec): 1015.80 - samples/sec: 2676.29 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:07:42,822 epoch 133 - iter 5552/6941 - loss 0.16339968 - time (sec): 1159.48 - samples/sec: 2677.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:10:06,136 epoch 133 - iter 6246/6941 - loss 0.16325279 - time (sec): 1302.79 - samples/sec: 2681.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:12:29,486 epoch 133 - iter 6940/6941 - loss 0.16325858 - time (sec): 1446.14 - samples/sec: 2683.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:12:29,606 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 05:12:29,606 EPOCH 133 done: loss 0.1633 - lr: 0.050000 |
| 2024-03-15 05:12:29,606 - 1 epochs without improvement |
| 2024-03-15 05:12:29,606 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 05:14:54,753 epoch 134 - iter 694/6941 - loss 0.16516500 - time (sec): 145.15 - samples/sec: 2664.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:17:22,032 epoch 134 - iter 1388/6941 - loss 0.16335456 - time (sec): 292.43 - samples/sec: 2651.80 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:19:46,793 epoch 134 - iter 2082/6941 - loss 0.16326146 - time (sec): 437.19 - samples/sec: 2663.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:22:09,210 epoch 134 - iter 2776/6941 - loss 0.16288342 - time (sec): 579.60 - samples/sec: 2680.54 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:24:32,744 epoch 134 - iter 3470/6941 - loss 0.16245403 - time (sec): 723.14 - samples/sec: 2680.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:26:59,643 epoch 134 - iter 4164/6941 - loss 0.16244367 - time (sec): 870.04 - samples/sec: 2674.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:29:21,667 epoch 134 - iter 4858/6941 - loss 0.16252445 - time (sec): 1012.06 - samples/sec: 2681.81 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:31:46,549 epoch 134 - iter 5552/6941 - loss 0.16240165 - time (sec): 1156.94 - samples/sec: 2681.42 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:34:12,365 epoch 134 - iter 6246/6941 - loss 0.16264859 - time (sec): 1302.76 - samples/sec: 2680.35 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:36:36,727 epoch 134 - iter 6940/6941 - loss 0.16290934 - time (sec): 1447.12 - samples/sec: 2681.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:36:36,779 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 05:36:36,779 EPOCH 134 done: loss 0.1629 - lr: 0.050000 |
| 2024-03-15 05:36:36,779 - 0 epochs without improvement |
| 2024-03-15 05:36:36,779 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 05:39:00,639 epoch 135 - iter 694/6941 - loss 0.16151276 - time (sec): 143.86 - samples/sec: 2693.35 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:41:26,754 epoch 135 - iter 1388/6941 - loss 0.16208236 - time (sec): 289.97 - samples/sec: 2684.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:43:50,323 epoch 135 - iter 2082/6941 - loss 0.16250126 - time (sec): 433.54 - samples/sec: 2689.48 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:46:17,035 epoch 135 - iter 2776/6941 - loss 0.16214349 - time (sec): 580.26 - samples/sec: 2682.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:48:40,250 epoch 135 - iter 3470/6941 - loss 0.16229291 - time (sec): 723.47 - samples/sec: 2685.59 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:51:04,495 epoch 135 - iter 4164/6941 - loss 0.16233153 - time (sec): 867.72 - samples/sec: 2683.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:53:27,773 epoch 135 - iter 4858/6941 - loss 0.16227808 - time (sec): 1010.99 - samples/sec: 2688.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:55:52,558 epoch 135 - iter 5552/6941 - loss 0.16275543 - time (sec): 1155.78 - samples/sec: 2687.58 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 05:58:16,484 epoch 135 - iter 6246/6941 - loss 0.16276769 - time (sec): 1299.70 - samples/sec: 2688.45 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:00:40,758 epoch 135 - iter 6940/6941 - loss 0.16288297 - time (sec): 1443.98 - samples/sec: 2687.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:00:40,824 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 06:00:40,824 EPOCH 135 done: loss 0.1629 - lr: 0.050000 |
| 2024-03-15 06:00:40,824 - 0 epochs without improvement |
| 2024-03-15 06:00:40,824 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 06:03:03,553 epoch 136 - iter 694/6941 - loss 0.16078920 - time (sec): 142.73 - samples/sec: 2698.02 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:05:27,809 epoch 136 - iter 1388/6941 - loss 0.16302482 - time (sec): 286.98 - samples/sec: 2688.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:07:51,382 epoch 136 - iter 2082/6941 - loss 0.16431744 - time (sec): 430.56 - samples/sec: 2696.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:10:18,336 epoch 136 - iter 2776/6941 - loss 0.16392080 - time (sec): 577.51 - samples/sec: 2685.15 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:12:41,979 epoch 136 - iter 3470/6941 - loss 0.16318837 - time (sec): 721.16 - samples/sec: 2690.12 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:15:07,052 epoch 136 - iter 4164/6941 - loss 0.16286451 - time (sec): 866.23 - samples/sec: 2688.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:17:33,117 epoch 136 - iter 4858/6941 - loss 0.16304440 - time (sec): 1012.29 - samples/sec: 2683.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:19:55,655 epoch 136 - iter 5552/6941 - loss 0.16288617 - time (sec): 1154.83 - samples/sec: 2686.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:22:20,870 epoch 136 - iter 6246/6941 - loss 0.16242642 - time (sec): 1300.05 - samples/sec: 2686.49 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:24:46,425 epoch 136 - iter 6940/6941 - loss 0.16260926 - time (sec): 1445.60 - samples/sec: 2684.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:24:46,533 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 06:24:46,533 EPOCH 136 done: loss 0.1626 - lr: 0.050000 |
| 2024-03-15 06:24:46,533 - 0 epochs without improvement |
| 2024-03-15 06:24:46,533 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 06:27:10,874 epoch 137 - iter 694/6941 - loss 0.16083950 - time (sec): 144.34 - samples/sec: 2686.30 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:29:35,551 epoch 137 - iter 1388/6941 - loss 0.16197132 - time (sec): 289.02 - samples/sec: 2681.77 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:32:00,492 epoch 137 - iter 2082/6941 - loss 0.16198010 - time (sec): 433.96 - samples/sec: 2675.03 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:34:23,260 epoch 137 - iter 2776/6941 - loss 0.16201472 - time (sec): 576.73 - samples/sec: 2682.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:36:49,005 epoch 137 - iter 3470/6941 - loss 0.16223480 - time (sec): 722.47 - samples/sec: 2680.86 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:39:14,273 epoch 137 - iter 4164/6941 - loss 0.16177839 - time (sec): 867.74 - samples/sec: 2683.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:41:39,377 epoch 137 - iter 4858/6941 - loss 0.16219549 - time (sec): 1012.84 - samples/sec: 2682.16 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:44:03,845 epoch 137 - iter 5552/6941 - loss 0.16234485 - time (sec): 1157.31 - samples/sec: 2683.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:46:28,274 epoch 137 - iter 6246/6941 - loss 0.16234603 - time (sec): 1301.74 - samples/sec: 2682.61 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:48:53,194 epoch 137 - iter 6940/6941 - loss 0.16255247 - time (sec): 1446.66 - samples/sec: 2682.20 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:48:53,330 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 06:48:53,330 EPOCH 137 done: loss 0.1626 - lr: 0.050000 |
| 2024-03-15 06:48:53,330 - 0 epochs without improvement |
| 2024-03-15 06:48:53,331 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 06:51:18,328 epoch 138 - iter 694/6941 - loss 0.16237530 - time (sec): 145.00 - samples/sec: 2671.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:53:42,005 epoch 138 - iter 1388/6941 - loss 0.16172020 - time (sec): 288.67 - samples/sec: 2676.84 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:56:06,240 epoch 138 - iter 2082/6941 - loss 0.16176467 - time (sec): 432.91 - samples/sec: 2687.42 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 06:58:30,858 epoch 138 - iter 2776/6941 - loss 0.16175038 - time (sec): 577.53 - samples/sec: 2688.77 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:00:57,220 epoch 138 - iter 3470/6941 - loss 0.16183681 - time (sec): 723.89 - samples/sec: 2682.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:03:24,081 epoch 138 - iter 4164/6941 - loss 0.16202457 - time (sec): 870.75 - samples/sec: 2678.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:05:47,311 epoch 138 - iter 4858/6941 - loss 0.16225423 - time (sec): 1013.98 - samples/sec: 2682.07 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:08:10,137 epoch 138 - iter 5552/6941 - loss 0.16248133 - time (sec): 1156.81 - samples/sec: 2683.89 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:10:34,346 epoch 138 - iter 6246/6941 - loss 0.16247455 - time (sec): 1301.02 - samples/sec: 2685.24 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:12:58,595 epoch 138 - iter 6940/6941 - loss 0.16245261 - time (sec): 1445.26 - samples/sec: 2684.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:12:58,695 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 07:12:58,695 EPOCH 138 done: loss 0.1625 - lr: 0.050000 |
| 2024-03-15 07:12:58,695 - 0 epochs without improvement |
| 2024-03-15 07:12:58,695 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 07:15:20,574 epoch 139 - iter 694/6941 - loss 0.16133068 - time (sec): 141.88 - samples/sec: 2719.50 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:17:45,479 epoch 139 - iter 1388/6941 - loss 0.16151947 - time (sec): 286.78 - samples/sec: 2701.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:20:12,349 epoch 139 - iter 2082/6941 - loss 0.16205303 - time (sec): 433.65 - samples/sec: 2682.69 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:22:35,446 epoch 139 - iter 2776/6941 - loss 0.16165141 - time (sec): 576.75 - samples/sec: 2688.81 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:24:59,004 epoch 139 - iter 3470/6941 - loss 0.16195382 - time (sec): 720.31 - samples/sec: 2690.43 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:27:24,962 epoch 139 - iter 4164/6941 - loss 0.16194197 - time (sec): 866.27 - samples/sec: 2685.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:29:49,607 epoch 139 - iter 4858/6941 - loss 0.16181223 - time (sec): 1010.91 - samples/sec: 2685.82 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:32:14,079 epoch 139 - iter 5552/6941 - loss 0.16184570 - time (sec): 1155.38 - samples/sec: 2685.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:34:37,627 epoch 139 - iter 6246/6941 - loss 0.16193357 - time (sec): 1298.93 - samples/sec: 2688.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:37:01,867 epoch 139 - iter 6940/6941 - loss 0.16174011 - time (sec): 1443.17 - samples/sec: 2688.69 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:37:01,972 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 07:37:01,972 EPOCH 139 done: loss 0.1617 - lr: 0.050000 |
| 2024-03-15 07:37:01,972 - 0 epochs without improvement |
| 2024-03-15 07:37:01,972 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 07:39:29,099 epoch 140 - iter 694/6941 - loss 0.16186698 - time (sec): 147.13 - samples/sec: 2653.08 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:41:55,472 epoch 140 - iter 1388/6941 - loss 0.16199560 - time (sec): 293.50 - samples/sec: 2654.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:44:18,792 epoch 140 - iter 2082/6941 - loss 0.16184070 - time (sec): 436.82 - samples/sec: 2669.12 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:46:42,502 epoch 140 - iter 2776/6941 - loss 0.16278117 - time (sec): 580.53 - samples/sec: 2675.14 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:49:05,627 epoch 140 - iter 3470/6941 - loss 0.16198883 - time (sec): 723.66 - samples/sec: 2678.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:51:30,179 epoch 140 - iter 4164/6941 - loss 0.16194440 - time (sec): 868.21 - samples/sec: 2683.85 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:53:54,519 epoch 140 - iter 4858/6941 - loss 0.16186213 - time (sec): 1012.55 - samples/sec: 2683.60 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:56:19,605 epoch 140 - iter 5552/6941 - loss 0.16182716 - time (sec): 1157.63 - samples/sec: 2681.67 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 07:58:44,205 epoch 140 - iter 6246/6941 - loss 0.16194326 - time (sec): 1302.23 - samples/sec: 2681.84 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:01:07,870 epoch 140 - iter 6940/6941 - loss 0.16198593 - time (sec): 1445.90 - samples/sec: 2683.62 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:01:07,983 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 08:01:07,983 EPOCH 140 done: loss 0.1620 - lr: 0.050000 |
| 2024-03-15 08:01:07,983 - 1 epochs without improvement |
| 2024-03-15 08:01:07,983 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 08:03:33,224 epoch 141 - iter 694/6941 - loss 0.16095707 - time (sec): 145.24 - samples/sec: 2681.89 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:05:56,784 epoch 141 - iter 1388/6941 - loss 0.16013803 - time (sec): 288.80 - samples/sec: 2683.58 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:08:19,238 epoch 141 - iter 2082/6941 - loss 0.16069585 - time (sec): 431.25 - samples/sec: 2693.40 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:10:40,577 epoch 141 - iter 2776/6941 - loss 0.16108512 - time (sec): 572.59 - samples/sec: 2703.41 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:13:03,971 epoch 141 - iter 3470/6941 - loss 0.16115170 - time (sec): 715.99 - samples/sec: 2704.35 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:15:32,097 epoch 141 - iter 4164/6941 - loss 0.16157147 - time (sec): 864.11 - samples/sec: 2690.34 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:17:56,081 epoch 141 - iter 4858/6941 - loss 0.16178256 - time (sec): 1008.10 - samples/sec: 2689.01 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:20:20,706 epoch 141 - iter 5552/6941 - loss 0.16174668 - time (sec): 1152.72 - samples/sec: 2688.61 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:22:49,808 epoch 141 - iter 6246/6941 - loss 0.16170122 - time (sec): 1301.82 - samples/sec: 2681.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:25:13,715 epoch 141 - iter 6940/6941 - loss 0.16191522 - time (sec): 1445.73 - samples/sec: 2683.92 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:25:13,928 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 08:25:13,928 EPOCH 141 done: loss 0.1619 - lr: 0.050000 |
| 2024-03-15 08:25:13,928 - 2 epochs without improvement |
| 2024-03-15 08:25:13,928 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 08:27:40,757 epoch 142 - iter 694/6941 - loss 0.16167104 - time (sec): 146.83 - samples/sec: 2644.29 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:30:06,068 epoch 142 - iter 1388/6941 - loss 0.16268315 - time (sec): 292.14 - samples/sec: 2663.28 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:32:32,033 epoch 142 - iter 2082/6941 - loss 0.16189423 - time (sec): 438.10 - samples/sec: 2666.56 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:34:57,587 epoch 142 - iter 2776/6941 - loss 0.16189286 - time (sec): 583.66 - samples/sec: 2666.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:37:20,240 epoch 142 - iter 3470/6941 - loss 0.16216937 - time (sec): 726.31 - samples/sec: 2676.79 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:39:43,750 epoch 142 - iter 4164/6941 - loss 0.16230561 - time (sec): 869.82 - samples/sec: 2680.24 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:42:09,779 epoch 142 - iter 4858/6941 - loss 0.16193226 - time (sec): 1015.85 - samples/sec: 2676.76 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:44:33,918 epoch 142 - iter 5552/6941 - loss 0.16170809 - time (sec): 1159.99 - samples/sec: 2679.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:46:55,931 epoch 142 - iter 6246/6941 - loss 0.16187232 - time (sec): 1302.00 - samples/sec: 2684.36 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:49:18,634 epoch 142 - iter 6940/6941 - loss 0.16171242 - time (sec): 1444.71 - samples/sec: 2685.85 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:49:18,730 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 08:49:18,730 EPOCH 142 done: loss 0.1617 - lr: 0.050000 |
| 2024-03-15 08:49:18,730 - 0 epochs without improvement |
| 2024-03-15 08:49:18,730 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 08:51:40,193 epoch 143 - iter 694/6941 - loss 0.15836538 - time (sec): 141.46 - samples/sec: 2732.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:54:02,556 epoch 143 - iter 1388/6941 - loss 0.16054588 - time (sec): 283.83 - samples/sec: 2721.53 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:56:26,414 epoch 143 - iter 2082/6941 - loss 0.16052162 - time (sec): 427.68 - samples/sec: 2710.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 08:58:51,762 epoch 143 - iter 2776/6941 - loss 0.16079206 - time (sec): 573.03 - samples/sec: 2704.70 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:01:16,055 epoch 143 - iter 3470/6941 - loss 0.16125781 - time (sec): 717.33 - samples/sec: 2698.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:03:40,865 epoch 143 - iter 4164/6941 - loss 0.16124947 - time (sec): 862.13 - samples/sec: 2695.92 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:06:05,688 epoch 143 - iter 4858/6941 - loss 0.16110717 - time (sec): 1006.96 - samples/sec: 2692.36 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:08:30,167 epoch 143 - iter 5552/6941 - loss 0.16155701 - time (sec): 1151.44 - samples/sec: 2694.54 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:10:55,303 epoch 143 - iter 6246/6941 - loss 0.16167784 - time (sec): 1296.57 - samples/sec: 2691.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:13:22,115 epoch 143 - iter 6940/6941 - loss 0.16157951 - time (sec): 1443.38 - samples/sec: 2688.32 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:13:22,195 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 09:13:22,195 EPOCH 143 done: loss 0.1616 - lr: 0.050000 |
| 2024-03-15 09:13:22,195 - 0 epochs without improvement |
| 2024-03-15 09:13:22,195 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 09:15:48,213 epoch 144 - iter 694/6941 - loss 0.16116662 - time (sec): 146.02 - samples/sec: 2654.32 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:18:12,232 epoch 144 - iter 1388/6941 - loss 0.16104223 - time (sec): 290.04 - samples/sec: 2673.04 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:20:34,457 epoch 144 - iter 2082/6941 - loss 0.16184660 - time (sec): 432.26 - samples/sec: 2684.25 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:23:00,488 epoch 144 - iter 2776/6941 - loss 0.16136202 - time (sec): 578.29 - samples/sec: 2678.47 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:25:25,744 epoch 144 - iter 3470/6941 - loss 0.16120679 - time (sec): 723.55 - samples/sec: 2675.51 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:27:49,742 epoch 144 - iter 4164/6941 - loss 0.16085356 - time (sec): 867.55 - samples/sec: 2679.58 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:30:15,309 epoch 144 - iter 4858/6941 - loss 0.16084307 - time (sec): 1013.11 - samples/sec: 2679.12 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:32:40,871 epoch 144 - iter 5552/6941 - loss 0.16086486 - time (sec): 1158.68 - samples/sec: 2678.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:35:02,933 epoch 144 - iter 6246/6941 - loss 0.16097361 - time (sec): 1300.74 - samples/sec: 2685.21 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:37:28,430 epoch 144 - iter 6940/6941 - loss 0.16126085 - time (sec): 1446.24 - samples/sec: 2682.98 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:37:28,580 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 09:37:28,580 EPOCH 144 done: loss 0.1613 - lr: 0.050000 |
| 2024-03-15 09:37:28,581 - 0 epochs without improvement |
| 2024-03-15 09:37:28,581 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 09:39:53,433 epoch 145 - iter 694/6941 - loss 0.16044116 - time (sec): 144.85 - samples/sec: 2694.74 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:42:20,067 epoch 145 - iter 1388/6941 - loss 0.16060110 - time (sec): 291.49 - samples/sec: 2674.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:44:46,318 epoch 145 - iter 2082/6941 - loss 0.15998539 - time (sec): 437.74 - samples/sec: 2663.52 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:47:12,689 epoch 145 - iter 2776/6941 - loss 0.16029074 - time (sec): 584.11 - samples/sec: 2661.75 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:49:37,811 epoch 145 - iter 3470/6941 - loss 0.16031027 - time (sec): 729.23 - samples/sec: 2663.57 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:52:00,657 epoch 145 - iter 4164/6941 - loss 0.16053851 - time (sec): 872.08 - samples/sec: 2671.18 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:54:23,228 epoch 145 - iter 4858/6941 - loss 0.16033454 - time (sec): 1014.65 - samples/sec: 2678.39 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:56:45,031 epoch 145 - iter 5552/6941 - loss 0.16039123 - time (sec): 1156.45 - samples/sec: 2683.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 09:59:08,902 epoch 145 - iter 6246/6941 - loss 0.16062700 - time (sec): 1300.32 - samples/sec: 2684.89 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:01:34,430 epoch 145 - iter 6940/6941 - loss 0.16065099 - time (sec): 1445.85 - samples/sec: 2683.74 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:01:34,486 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 10:01:34,486 EPOCH 145 done: loss 0.1606 - lr: 0.050000 |
| 2024-03-15 10:01:34,487 - 0 epochs without improvement |
| 2024-03-15 10:01:34,487 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 10:03:57,626 epoch 146 - iter 694/6941 - loss 0.16196572 - time (sec): 143.14 - samples/sec: 2701.62 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:06:19,963 epoch 146 - iter 1388/6941 - loss 0.16115636 - time (sec): 285.48 - samples/sec: 2714.33 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:08:47,538 epoch 146 - iter 2082/6941 - loss 0.16129289 - time (sec): 433.05 - samples/sec: 2696.04 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:11:11,138 epoch 146 - iter 2776/6941 - loss 0.16145645 - time (sec): 576.65 - samples/sec: 2696.55 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:13:33,369 epoch 146 - iter 3470/6941 - loss 0.16154913 - time (sec): 718.88 - samples/sec: 2702.73 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:15:58,157 epoch 146 - iter 4164/6941 - loss 0.16171283 - time (sec): 863.67 - samples/sec: 2695.64 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:18:26,187 epoch 146 - iter 4858/6941 - loss 0.16157180 - time (sec): 1011.70 - samples/sec: 2684.90 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:20:51,613 epoch 146 - iter 5552/6941 - loss 0.16151352 - time (sec): 1157.13 - samples/sec: 2682.17 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:23:16,033 epoch 146 - iter 6246/6941 - loss 0.16132409 - time (sec): 1301.55 - samples/sec: 2682.10 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:25:39,956 epoch 146 - iter 6940/6941 - loss 0.16121110 - time (sec): 1445.47 - samples/sec: 2684.44 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:25:40,034 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 10:25:40,034 EPOCH 146 done: loss 0.1612 - lr: 0.050000 |
| 2024-03-15 10:25:40,034 - 1 epochs without improvement |
| 2024-03-15 10:25:40,034 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 10:28:04,123 epoch 147 - iter 694/6941 - loss 0.16016895 - time (sec): 144.09 - samples/sec: 2693.42 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:30:29,169 epoch 147 - iter 1388/6941 - loss 0.16098274 - time (sec): 289.13 - samples/sec: 2694.35 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:32:54,751 epoch 147 - iter 2082/6941 - loss 0.16099617 - time (sec): 434.72 - samples/sec: 2686.17 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:35:21,124 epoch 147 - iter 2776/6941 - loss 0.16105982 - time (sec): 581.09 - samples/sec: 2676.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:37:45,916 epoch 147 - iter 3470/6941 - loss 0.16133650 - time (sec): 725.88 - samples/sec: 2676.69 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:40:08,627 epoch 147 - iter 4164/6941 - loss 0.16128337 - time (sec): 868.59 - samples/sec: 2680.58 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:42:30,630 epoch 147 - iter 4858/6941 - loss 0.16105769 - time (sec): 1010.60 - samples/sec: 2684.61 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:44:56,442 epoch 147 - iter 5552/6941 - loss 0.16105859 - time (sec): 1156.41 - samples/sec: 2682.65 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:47:21,580 epoch 147 - iter 6246/6941 - loss 0.16089649 - time (sec): 1301.55 - samples/sec: 2682.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:49:46,124 epoch 147 - iter 6940/6941 - loss 0.16106036 - time (sec): 1446.09 - samples/sec: 2683.29 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:49:46,188 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 10:49:46,188 EPOCH 147 done: loss 0.1611 - lr: 0.050000 |
| 2024-03-15 10:49:46,188 - 2 epochs without improvement |
| 2024-03-15 10:49:46,188 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 10:52:11,717 epoch 148 - iter 694/6941 - loss 0.16130483 - time (sec): 145.53 - samples/sec: 2671.07 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:54:34,586 epoch 148 - iter 1388/6941 - loss 0.16022024 - time (sec): 288.40 - samples/sec: 2692.41 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:56:59,849 epoch 148 - iter 2082/6941 - loss 0.16055695 - time (sec): 433.66 - samples/sec: 2683.99 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 10:59:23,522 epoch 148 - iter 2776/6941 - loss 0.16069553 - time (sec): 577.33 - samples/sec: 2689.26 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:01:46,837 epoch 148 - iter 3470/6941 - loss 0.16048789 - time (sec): 720.65 - samples/sec: 2691.94 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:04:09,260 epoch 148 - iter 4164/6941 - loss 0.16061491 - time (sec): 863.07 - samples/sec: 2696.48 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:06:34,947 epoch 148 - iter 4858/6941 - loss 0.16082870 - time (sec): 1008.76 - samples/sec: 2694.71 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:09:01,203 epoch 148 - iter 5552/6941 - loss 0.16077751 - time (sec): 1155.01 - samples/sec: 2689.42 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:11:27,909 epoch 148 - iter 6246/6941 - loss 0.16094310 - time (sec): 1301.72 - samples/sec: 2683.46 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:13:52,569 epoch 148 - iter 6940/6941 - loss 0.16083653 - time (sec): 1446.38 - samples/sec: 2682.73 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:13:52,696 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 11:13:52,696 EPOCH 148 done: loss 0.1608 - lr: 0.050000 |
| 2024-03-15 11:13:52,696 - 3 epochs without improvement |
| 2024-03-15 11:13:52,696 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 11:16:17,173 epoch 149 - iter 694/6941 - loss 0.15990444 - time (sec): 144.48 - samples/sec: 2701.13 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:18:40,490 epoch 149 - iter 1388/6941 - loss 0.15999055 - time (sec): 287.79 - samples/sec: 2703.03 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:21:05,320 epoch 149 - iter 2082/6941 - loss 0.16025278 - time (sec): 432.62 - samples/sec: 2695.11 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:23:29,026 epoch 149 - iter 2776/6941 - loss 0.16039549 - time (sec): 576.33 - samples/sec: 2694.19 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:25:53,251 epoch 149 - iter 3470/6941 - loss 0.16010127 - time (sec): 720.55 - samples/sec: 2692.01 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:28:18,634 epoch 149 - iter 4164/6941 - loss 0.16018921 - time (sec): 865.94 - samples/sec: 2690.23 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:30:45,820 epoch 149 - iter 4858/6941 - loss 0.16027808 - time (sec): 1013.12 - samples/sec: 2684.35 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:33:09,517 epoch 149 - iter 5552/6941 - loss 0.16043023 - time (sec): 1156.82 - samples/sec: 2684.12 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:35:33,485 epoch 149 - iter 6246/6941 - loss 0.16060480 - time (sec): 1300.79 - samples/sec: 2685.87 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:37:56,284 epoch 149 - iter 6940/6941 - loss 0.16067361 - time (sec): 1443.59 - samples/sec: 2687.93 - lr: 0.050000 - momentum: 0.000000 |
| 2024-03-15 11:37:56,354 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 11:37:56,354 EPOCH 149 done: loss 0.1607 - lr: 0.050000 |
| 2024-03-15 11:37:56,354 - 4 epochs without improvement (above 'patience')-> annealing learning_rate to [0.025] |
| 2024-03-15 11:37:56,355 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 11:40:20,533 epoch 150 - iter 694/6941 - loss 0.15632495 - time (sec): 144.18 - samples/sec: 2701.55 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:42:43,562 epoch 150 - iter 1388/6941 - loss 0.15730717 - time (sec): 287.21 - samples/sec: 2704.42 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:45:10,324 epoch 150 - iter 2082/6941 - loss 0.15643632 - time (sec): 433.97 - samples/sec: 2690.08 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:47:34,581 epoch 150 - iter 2776/6941 - loss 0.15600140 - time (sec): 578.23 - samples/sec: 2689.70 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:49:56,392 epoch 150 - iter 3470/6941 - loss 0.15614776 - time (sec): 720.04 - samples/sec: 2696.27 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:52:21,859 epoch 150 - iter 4164/6941 - loss 0.15606489 - time (sec): 865.50 - samples/sec: 2693.09 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:54:49,385 epoch 150 - iter 4858/6941 - loss 0.15586966 - time (sec): 1013.03 - samples/sec: 2683.56 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:57:12,612 epoch 150 - iter 5552/6941 - loss 0.15564778 - time (sec): 1156.26 - samples/sec: 2687.88 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 11:59:36,755 epoch 150 - iter 6246/6941 - loss 0.15569879 - time (sec): 1300.40 - samples/sec: 2687.43 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 12:02:00,648 epoch 150 - iter 6940/6941 - loss 0.15577938 - time (sec): 1444.29 - samples/sec: 2686.60 - lr: 0.025000 - momentum: 0.000000 |
| 2024-03-15 12:02:00,750 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 12:02:00,750 EPOCH 150 done: loss 0.1558 - lr: 0.025000 |
| 2024-03-15 12:02:00,750 - 0 epochs without improvement |
| 2024-03-15 12:02:01,084 ---------------------------------------------------------------------------------------------------- |
| 2024-03-15 12:02:01,085 Testing using last state of model ... |
| 2024-03-15 12:03:19,664 |
| Results: |
| - F-score (micro) 0.9687 |
| - F-score (macro) 0.9334 |
| - Accuracy 0.9687 |
|
|
| By class: |
| precision recall f1-score support |
|
|
| NOUN 0.9611 0.9682 0.9646 79422 |
| PUNCT 0.9994 0.9990 0.9992 48408 |
| ADP 0.9873 0.9883 0.9878 35234 |
| VERB 0.9734 0.9601 0.9667 34775 |
| ADJ 0.9518 0.9508 0.9513 33726 |
| DET 0.9854 0.9902 0.9878 20585 |
| ADV 0.9442 0.9212 0.9325 19083 |
| PROPN 0.8953 0.9379 0.9161 17802 |
| PRON 0.9776 0.9774 0.9775 16839 |
| AUX 0.9678 0.9884 0.9780 14513 |
| CCONJ 0.9812 0.9813 0.9812 12574 |
| NUM 0.9870 0.9846 0.9858 7617 |
| SCONJ 0.9698 0.9637 0.9667 6935 |
| PART 0.9846 0.9095 0.9456 4001 |
| X 0.8703 0.5394 0.6660 1281 |
| SYM 0.8648 0.8600 0.8624 543 |
| INTJ 0.8690 0.7374 0.7978 198 |
|
|
| accuracy 0.9687 353536 |
| macro avg 0.9512 0.9210 0.9334 353536 |
| weighted avg 0.9687 0.9687 0.9685 353536 |
|
|
| 2024-03-15 12:03:19,664 ---------------------------------------------------------------------------------------------------- |
|
|
