/home/tony/Work/glockenspiel/s3prl/s3prl/upstream/byol_s/byol_a/common.py:20: UserWarning: torchaudio._backend.set_audio_backend has been deprecated. With dispatcher enabled, this function is no-op. You can remove the function call.
  torchaudio.set_audio_backend("sox_io")
2023-09-10 00:53:32 | WARNING | root | Pytorch pre-release version 2.1.0.dev20230831+cu118 - assuming intent to test it
/home/tony/Work/glockenspiel/s3prl/s3prl/run_downstream.py:157: UserWarning: torchaudio._backend.set_audio_backend has been deprecated. With dispatcher enabled, this function is no-op. You can remove the function call.
  torchaudio.set_audio_backend('sox_io')
[Featurizer] - The selected feature hidden_states's downsample rate is 960
[Runner] - Start a new experiment
mert_test_8x_200k {'model_config': None, 'refresh': False}
Loading model from Local mert_test_8x_200k
load local model succeed
load local feat extractor
Wav2Vec2FeatureExtractor {
  "do_normalize": false,
  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
  "feature_size": 1,
  "padding_side": "right",
  "padding_value": 0,
  "return_attention_mask": true,
  "sampling_rate": 24000
}


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overall:  10%|█         | 406/4000 [02:05<18:04,  3.31it/s]

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overall:  10%|█         | 407/4000 [02:05<18:20,  3.26it/s]

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overall:  10%|█         | 409/4000 [02:06<19:05,  3.14it/s]

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overall:  10%|█         | 410/4000 [02:06<19:02,  3.14it/s]

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overall:  10%|█         | 411/4000 [02:06<18:51,  3.17it/s]

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overall:  10%|█         | 412/4000 [02:07<18:48,  3.18it/s]

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overall:  10%|█         | 413/4000 [02:07<18:35,  3.22it/s]

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overall:  10%|█         | 417/4000 [02:08<18:22,  3.25it/s]

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overall:  10%|█         | 420/4000 [02:09<18:09,  3.29it/s]

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overall:  11%|█         | 421/4000 [02:09<18:53,  3.16it/s]

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overall:  11%|█         | 422/4000 [02:10<18:54,  3.15it/s]

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overall:  11%|█         | 423/4000 [02:10<18:47,  3.17it/s]

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overall:  11%|█         | 427/4000 [02:11<18:07,  3.28it/s]

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overall:  11%|█         | 428/4000 [02:11<18:00,  3.31it/s]

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overall:  11%|█         | 429/4000 [02:12<18:00,  3.31it/s]

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overall:  11%|█         | 430/4000 [02:12<17:53,  3.33it/s]

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overall:  11%|█         | 431/4000 [02:12<17:53,  3.33it/s]

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overall:  11%|█         | 433/4000 [02:13<18:36,  3.20it/s]

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overall:  12%|█▏        | 487/4000 [02:29<18:05,  3.24it/s]

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overall:  12%|█▏        | 488/4000 [02:30<18:05,  3.24it/s]

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overall:  12%|█▏        | 489/4000 [02:30<18:10,  3.22it/s]

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overall:  12%|█▏        | 490/4000 [02:30<18:03,  3.24it/s]

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overall:  12%|█▏        | 491/4000 [02:31<18:07,  3.23it/s]

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overall:  12%|█▏        | 492/4000 [02:31<18:05,  3.23it/s]

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overall:  12%|█▏        | 493/4000 [02:31<18:57,  3.08it/s]

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overall:  12%|█▏        | 494/4000 [02:32<18:34,  3.15it/s]

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overall:  12%|█▏        | 495/4000 [02:32<18:23,  3.18it/s]

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overall:  12%|█▏        | 496/4000 [02:32<18:17,  3.19it/s]

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overall:  12%|█▏        | 497/4000 [02:33<18:09,  3.22it/s]

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overall:  12%|█▏        | 498/4000 [02:33<18:07,  3.22it/s]

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overall:  12%|█▏        | 499/4000 [02:33<18:21,  3.18it/s]

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overall:  12%|█▎        | 500/4000 [02:34<18:16,  3.19it/s]

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overall:  13%|█▎        | 501/4000 [02:34<18:08,  3.21it/s]

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overall:  13%|█▎        | 502/4000 [02:34<18:00,  3.24it/s]

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overall:  13%|█▎        | 503/4000 [02:34<17:53,  3.26it/s]

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overall:  13%|█▎        | 504/4000 [02:35<17:49,  3.27it/s]

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overall:  13%|█▎        | 505/4000 [02:35<18:36,  3.13it/s]

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overall:  13%|█▎        | 506/4000 [02:35<18:20,  3.18it/s]

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overall:  13%|█▎        | 507/4000 [02:36<18:12,  3.20it/s]

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overall:  13%|█▎        | 508/4000 [02:36<17:59,  3.24it/s]

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overall:  13%|█▎        | 509/4000 [02:36<17:57,  3.24it/s]

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overall:  13%|█▎        | 510/4000 [02:37<17:49,  3.26it/s]

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overall:  13%|█▎        | 511/4000 [02:37<17:45,  3.27it/s]

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overall:  13%|█▎        | 512/4000 [02:37<17:43,  3.28it/s]

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overall:  13%|█▎        | 513/4000 [02:38<17:51,  3.26it/s]

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overall:  13%|█▎        | 514/4000 [02:38<17:46,  3.27it/s]

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overall:  13%|█▎        | 515/4000 [02:38<17:43,  3.28it/s]

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overall:  13%|█▎        | 516/4000 [02:38<17:45,  3.27it/s]

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overall:  13%|█▎        | 517/4000 [02:39<18:28,  3.14it/s]

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overall:  13%|█▎        | 518/4000 [02:39<18:10,  3.19it/s]

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overall:  13%|█▎        | 519/4000 [02:39<18:16,  3.17it/s]

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overall:  13%|█▎        | 520/4000 [02:40<18:09,  3.19it/s]

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overall:  13%|█▎        | 521/4000 [02:40<17:59,  3.22it/s]

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overall:  13%|█▎        | 522/4000 [02:40<17:55,  3.23it/s]

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overall:  13%|█▎        | 523/4000 [02:41<17:45,  3.26it/s]

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overall:  13%|█▎        | 524/4000 [02:41<17:41,  3.27it/s]

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overall:  13%|█▎        | 525/4000 [02:41<17:33,  3.30it/s]

train:  18%|█▊        | 525/2893 [02:41<11:58,  3.30it/s]
overall:  13%|█▎        | 526/4000 [02:42<17:29,  3.31it/s]

train:  18%|█▊        | 526/2893 [02:42<11:55,  3.31it/s]
overall:  13%|█▎        | 527/4000 [02:42<17:27,  3.32it/s]

train:  18%|█▊        | 527/2893 [02:42<11:53,  3.32it/s]
overall:  13%|█▎        | 528/4000 [02:42<17:24,  3.32it/s]

train:  18%|█▊        | 528/2893 [02:42<11:51,  3.32it/s]
overall:  13%|█▎        | 529/4000 [02:43<18:40,  3.10it/s]

train:  18%|█▊        | 529/2893 [02:42<12:43,  3.10it/s]
overall:  13%|█▎        | 530/4000 [02:43<18:21,  3.15it/s]

train:  18%|█▊        | 530/2893 [02:43<12:30,  3.15it/s]
overall:  13%|█▎        | 531/4000 [02:43<18:05,  3.20it/s]

train:  18%|█▊        | 531/2893 [02:43<12:19,  3.20it/s]
overall:  13%|█▎        | 532/4000 [02:43<18:09,  3.18it/s]

train:  18%|█▊        | 532/2893 [02:43<12:22,  3.18it/s]
overall:  13%|█▎        | 533/4000 [02:44<18:03,  3.20it/s]

train:  18%|█▊        | 533/2893 [02:44<12:17,  3.20it/s]
overall:  13%|█▎        | 534/4000 [02:44<17:54,  3.23it/s]

train:  18%|█▊        | 534/2893 [02:44<12:11,  3.23it/s]
overall:  13%|█▎        | 535/4000 [02:44<17:50,  3.24it/s]

train:  18%|█▊        | 535/2893 [02:44<12:08,  3.24it/s]
overall:  13%|█▎        | 536/4000 [02:45<17:46,  3.25it/s]

train:  19%|█▊        | 536/2893 [02:45<12:05,  3.25it/s]
overall:  13%|█▎        | 537/4000 [02:45<17:41,  3.26it/s]

train:  19%|█▊        | 537/2893 [02:45<12:01,  3.26it/s]
overall:  13%|█▎        | 538/4000 [02:45<17:35,  3.28it/s]

train:  19%|█▊        | 538/2893 [02:45<11:57,  3.28it/s]
overall:  13%|█▎        | 539/4000 [02:46<17:30,  3.30it/s]

train:  19%|█▊        | 539/2893 [02:46<11:54,  3.29it/s]
overall:  14%|█▎        | 540/4000 [02:46<17:37,  3.27it/s]

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overall:  14%|█▎        | 541/4000 [02:46<17:45,  3.25it/s]

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overall:  14%|█▎        | 542/4000 [02:46<17:43,  3.25it/s]

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overall:  14%|█▎        | 543/4000 [02:47<17:34,  3.28it/s]

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overall:  14%|█▎        | 544/4000 [02:47<17:32,  3.28it/s]

train:  19%|█▉        | 544/2893 [02:47<11:55,  3.28it/s]
overall:  14%|█▎        | 545/4000 [02:47<17:28,  3.29it/s]

train:  19%|█▉        | 545/2893 [02:47<11:52,  3.29it/s]
overall:  14%|█▎        | 546/4000 [02:48<17:30,  3.29it/s]

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overall:  14%|█▎        | 547/4000 [02:48<17:35,  3.27it/s]

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overall:  14%|█▎        | 548/4000 [02:48<17:31,  3.28it/s]

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overall:  14%|█▎        | 549/4000 [02:49<17:32,  3.28it/s]

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overall:  14%|█▍        | 550/4000 [02:49<17:38,  3.26it/s]

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overall:  14%|█▍        | 551/4000 [02:49<17:32,  3.28it/s]

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overall:  14%|█▍        | 552/4000 [02:50<17:26,  3.30it/s]

train:  19%|█▉        | 552/2893 [02:50<11:50,  3.30it/s]
overall:  14%|█▍        | 553/4000 [02:50<18:04,  3.18it/s]

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overall:  14%|█▍        | 554/4000 [02:50<17:50,  3.22it/s]

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overall:  14%|█▍        | 555/4000 [02:50<17:38,  3.26it/s]

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overall:  14%|█▍        | 556/4000 [02:51<17:41,  3.24it/s]

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overall:  14%|█▍        | 557/4000 [02:51<17:39,  3.25it/s]

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overall:  14%|█▍        | 558/4000 [02:51<17:33,  3.27it/s]

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overall:  14%|█▍        | 559/4000 [02:52<17:29,  3.28it/s]

train:  19%|█▉        | 559/2893 [02:52<11:52,  3.28it/s]
overall:  14%|█▍        | 560/4000 [02:52<17:32,  3.27it/s]

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overall:  14%|█▍        | 561/4000 [02:52<17:33,  3.26it/s]

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overall:  14%|█▍        | 562/4000 [02:53<17:28,  3.28it/s]

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overall:  14%|█▍        | 563/4000 [02:53<17:25,  3.29it/s]

train:  19%|█▉        | 563/2893 [02:53<11:48,  3.29it/s]
overall:  14%|█▍        | 564/4000 [02:53<17:18,  3.31it/s]

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overall:  14%|█▍        | 565/4000 [02:54<17:55,  3.20it/s]

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overall:  14%|█▍        | 566/4000 [02:54<17:51,  3.21it/s]

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overall:  14%|█▍        | 567/4000 [02:54<17:40,  3.24it/s]

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overall:  14%|█▍        | 568/4000 [02:54<17:36,  3.25it/s]

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overall:  14%|█▍        | 569/4000 [02:55<17:32,  3.26it/s]

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overall:  14%|█▍        | 570/4000 [02:55<17:27,  3.27it/s]

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overall:  14%|█▍        | 571/4000 [02:55<17:31,  3.26it/s]

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overall:  14%|█▍        | 572/4000 [02:56<17:21,  3.29it/s]

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overall:  14%|█▍        | 573/4000 [02:56<17:18,  3.30it/s]

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overall:  14%|█▍        | 574/4000 [02:56<17:14,  3.31it/s]

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overall:  14%|█▍        | 575/4000 [02:57<17:21,  3.29it/s]

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overall:  14%|█▍        | 576/4000 [02:57<17:18,  3.30it/s]

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overall:  14%|█▍        | 577/4000 [02:57<17:49,  3.20it/s]

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overall:  15%|█▍        | 581/4000 [02:58<17:33,  3.24it/s]

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overall:  15%|█▍        | 587/4000 [03:00<17:02,  3.34it/s]

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overall:  47%|████▋     | 1862/4000 [09:33<11:05,  3.21it/s]

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overall:  47%|████▋     | 1863/4000 [09:33<11:12,  3.18it/s]

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overall:  47%|████▋     | 1873/4000 [09:36<11:09,  3.17it/s]

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overall:  47%|████▋     | 1874/4000 [09:36<11:07,  3.19it/s]

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overall:  47%|████▋     | 1875/4000 [09:37<11:02,  3.21it/s]

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overall:  47%|████▋     | 1887/4000 [09:40<10:48,  3.26it/s]

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overall:  47%|████▋     | 1889/4000 [09:41<10:40,  3.30it/s]

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overall:  47%|████▋     | 1890/4000 [09:41<10:38,  3.30it/s]

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overall:  47%|████▋     | 1891/4000 [09:42<10:42,  3.28it/s]

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overall:  47%|████▋     | 1892/4000 [09:42<10:50,  3.24it/s]

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overall:  47%|████▋     | 1893/4000 [09:42<10:46,  3.26it/s]

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overall:  47%|████▋     | 1894/4000 [09:43<10:44,  3.27it/s]

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overall:  47%|████▋     | 1895/4000 [09:43<10:41,  3.28it/s]

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overall:  47%|████▋     | 1896/4000 [09:43<10:40,  3.28it/s]

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overall:  47%|████▋     | 1897/4000 [09:44<11:05,  3.16it/s]

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overall:  47%|████▋     | 1898/4000 [09:44<11:00,  3.18it/s]

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overall:  47%|████▋     | 1899/4000 [09:44<10:51,  3.22it/s]

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overall:  48%|████▊     | 1900/4000 [09:44<10:55,  3.20it/s]

train:  66%|██████▌   | 1900/2893 [09:44<05:10,  3.20it/s]
overall:  48%|████▊     | 1901/4000 [09:45<11:00,  3.18it/s]

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overall:  48%|████▊     | 1902/4000 [09:45<10:57,  3.19it/s]

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overall:  48%|████▊     | 1903/4000 [09:45<10:55,  3.20it/s]

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overall:  48%|████▊     | 1904/4000 [09:46<10:51,  3.22it/s]

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overall:  48%|████▊     | 1905/4000 [09:46<10:51,  3.22it/s]

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overall:  48%|████▊     | 1906/4000 [09:46<10:45,  3.24it/s]

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overall:  48%|████▊     | 1907/4000 [09:47<10:44,  3.25it/s]

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overall:  48%|████▊     | 1908/4000 [09:47<11:00,  3.17it/s]

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overall:  48%|████▊     | 1909/4000 [09:47<11:18,  3.08it/s]

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overall:  48%|████▊     | 1910/4000 [09:48<11:09,  3.12it/s]

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overall:  48%|████▊     | 1911/4000 [09:48<10:58,  3.17it/s]

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overall:  48%|████▊     | 1912/4000 [09:48<10:48,  3.22it/s]

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overall:  48%|████▊     | 1913/4000 [09:48<10:39,  3.26it/s]

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overall:  48%|████▊     | 1914/4000 [09:49<10:37,  3.27it/s]

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overall:  48%|████▊     | 1915/4000 [09:49<10:36,  3.27it/s]

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overall:  48%|████▊     | 1916/4000 [09:49<10:42,  3.24it/s]

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overall:  48%|████▊     | 1917/4000 [09:50<10:36,  3.27it/s]

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overall:  48%|████▊     | 1918/4000 [09:50<10:33,  3.28it/s]

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overall:  48%|████▊     | 1919/4000 [09:50<10:30,  3.30it/s]

train:  66%|██████▋   | 1919/2893 [09:50<04:54,  3.30it/s]
overall:  48%|████▊     | 1920/4000 [09:51<10:28,  3.31it/s]

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overall:  48%|████▊     | 1921/4000 [09:51<10:53,  3.18it/s]

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overall:  48%|████▊     | 1922/4000 [09:51<10:44,  3.23it/s]

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overall:  48%|████▊     | 1923/4000 [09:52<10:45,  3.22it/s]

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overall:  48%|████▊     | 1924/4000 [09:52<10:39,  3.25it/s]

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overall:  48%|████▊     | 1925/4000 [09:52<10:32,  3.28it/s]

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overall:  48%|████▊     | 1926/4000 [09:52<10:29,  3.30it/s]

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overall:  48%|████▊     | 1927/4000 [09:53<10:34,  3.26it/s]

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overall:  48%|████▊     | 1928/4000 [09:53<10:35,  3.26it/s]

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overall:  48%|████▊     | 1929/4000 [09:53<10:29,  3.29it/s]

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overall:  48%|████▊     | 1930/4000 [09:54<10:28,  3.29it/s]

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overall:  48%|████▊     | 1931/4000 [09:54<10:28,  3.29it/s]

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overall:  48%|████▊     | 1932/4000 [09:54<10:24,  3.31it/s]

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overall:  48%|████▊     | 1933/4000 [09:55<10:45,  3.20it/s]

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overall:  48%|████▊     | 1934/4000 [09:55<10:37,  3.24it/s]

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overall:  48%|████▊     | 1935/4000 [09:55<10:33,  3.26it/s]

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overall:  48%|████▊     | 1936/4000 [09:56<10:31,  3.27it/s]

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overall:  48%|████▊     | 1937/4000 [09:56<10:30,  3.27it/s]

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overall:  48%|████▊     | 1938/4000 [09:56<10:27,  3.28it/s]

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overall:  48%|████▊     | 1939/4000 [09:56<10:24,  3.30it/s]

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overall:  48%|████▊     | 1940/4000 [09:57<10:27,  3.29it/s]

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overall:  49%|████▊     | 1941/4000 [09:57<10:24,  3.30it/s]

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overall:  49%|████▊     | 1942/4000 [09:57<10:22,  3.30it/s]

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overall:  49%|████▊     | 1943/4000 [09:58<10:19,  3.32it/s]

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overall:  49%|████▊     | 1944/4000 [09:58<10:19,  3.32it/s]

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overall:  49%|████▊     | 1945/4000 [09:58<10:42,  3.20it/s]

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overall:  49%|████▊     | 1946/4000 [09:59<10:35,  3.23it/s]

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overall:  49%|████▊     | 1947/4000 [09:59<10:30,  3.26it/s]

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overall:  49%|████▉     | 1951/4000 [10:00<10:26,  3.27it/s]

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overall:  49%|████▉     | 1953/4000 [10:01<10:26,  3.27it/s]

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overall:  49%|████▉     | 1954/4000 [10:01<10:25,  3.27it/s]

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overall:  49%|████▉     | 1955/4000 [10:01<10:25,  3.27it/s]

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overall:  49%|████▉     | 1956/4000 [10:02<10:24,  3.27it/s]

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overall:  49%|████▉     | 1957/4000 [10:02<10:47,  3.16it/s]

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overall:  49%|████▉     | 1958/4000 [10:02<10:44,  3.17it/s]

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overall:  49%|████▉     | 1959/4000 [10:03<10:37,  3.20it/s]

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overall:  49%|████▉     | 1960/4000 [10:03<10:32,  3.22it/s]

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overall:  49%|████▉     | 1961/4000 [10:03<10:29,  3.24it/s]

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overall:  49%|████▉     | 1962/4000 [10:04<10:27,  3.25it/s]

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overall:  49%|████▉     | 1963/4000 [10:04<10:31,  3.23it/s]

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overall:  49%|████▉     | 1964/4000 [10:04<10:26,  3.25it/s]

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overall:  49%|████▉     | 1965/4000 [10:04<10:21,  3.28it/s]

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overall:  49%|████▉     | 1966/4000 [10:05<10:24,  3.26it/s]

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overall:  49%|████▉     | 1967/4000 [10:05<10:25,  3.25it/s]

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overall:  49%|████▉     | 1968/4000 [10:05<10:25,  3.25it/s]

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overall:  49%|████▉     | 1969/4000 [10:06<10:40,  3.17it/s]

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overall:  49%|████▉     | 1970/4000 [10:06<10:34,  3.20it/s]

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overall:  49%|████▉     | 1971/4000 [10:06<10:32,  3.21it/s]

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overall:  49%|████▉     | 1972/4000 [10:07<10:25,  3.24it/s]

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overall:  49%|████▉     | 1973/4000 [10:07<10:21,  3.26it/s]

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overall:  49%|████▉     | 1974/4000 [10:07<10:22,  3.25it/s]

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train:  68%|██████▊   | 1975/2893 [10:08<04:41,  3.26it/s]
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train:  68%|██████▊   | 1976/2893 [10:08<04:39,  3.28it/s]
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train:  68%|██████▊   | 1978/2893 [10:08<04:37,  3.29it/s]
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train:  68%|██████▊   | 1979/2893 [10:09<04:36,  3.30it/s]
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train:  68%|██████▊   | 1980/2893 [10:09<04:36,  3.30it/s]
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train:  68%|██████▊   | 1981/2893 [10:09<04:47,  3.17it/s]
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train:  69%|██████▊   | 1982/2893 [10:10<04:48,  3.16it/s]
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train:  69%|██████▊   | 1983/2893 [10:10<04:42,  3.22it/s]
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train:  69%|██████▊   | 1985/2893 [10:11<04:37,  3.28it/s]
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train:  69%|██████▊   | 1986/2893 [10:11<04:35,  3.29it/s]
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train:  69%|██████▊   | 1987/2893 [10:11<04:36,  3.27it/s]
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train:  69%|██████▊   | 1988/2893 [10:11<04:34,  3.29it/s]
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train:  69%|██████▉   | 1989/2893 [10:12<04:36,  3.27it/s]
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train:  69%|██████▉   | 1990/2893 [10:12<04:34,  3.29it/s]
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train:  69%|██████▉   | 1991/2893 [10:12<04:32,  3.31it/s]
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train:  69%|██████▉   | 1992/2893 [10:13<04:31,  3.32it/s]
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train:  69%|██████▉   | 1993/2893 [10:13<04:40,  3.21it/s]
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train:  69%|██████▉   | 1994/2893 [10:13<04:37,  3.24it/s]
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train:  69%|██████▉   | 1996/2893 [10:14<04:31,  3.30it/s]
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train:  99%|█████████▉| 2867/2893 [14:58<00:07,  3.27it/s]
overall:  72%|███████▏  | 2868/4000 [14:59<05:49,  3.24it/s]

train:  99%|█████████▉| 2868/2893 [14:59<00:07,  3.24it/s]
overall:  72%|███████▏  | 2869/4000 [14:59<06:00,  3.13it/s]

train:  99%|█████████▉| 2869/2893 [14:59<00:07,  3.13it/s]
overall:  72%|███████▏  | 2870/4000 [15:00<07:04,  2.66it/s]

train:  99%|█████████▉| 2870/2893 [15:00<00:08,  2.66it/s]
overall:  72%|███████▏  | 2871/4000 [15:00<06:40,  2.82it/s]

train:  99%|█████████▉| 2871/2893 [15:00<00:07,  2.82it/s]
overall:  72%|███████▏  | 2872/4000 [15:00<06:22,  2.95it/s]

train:  99%|█████████▉| 2872/2893 [15:00<00:07,  2.95it/s]
overall:  72%|███████▏  | 2873/4000 [15:00<06:09,  3.05it/s]

train:  99%|█████████▉| 2873/2893 [15:00<00:06,  3.05it/s]
overall:  72%|███████▏  | 2874/4000 [15:01<06:03,  3.10it/s]

train:  99%|█████████▉| 2874/2893 [15:01<00:06,  3.10it/s]
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train:  99%|█████████▉| 2875/2893 [15:01<00:05,  3.14it/s]
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train:  99%|█████████▉| 2876/2893 [15:01<00:05,  3.19it/s]
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train:  99%|█████████▉| 2877/2893 [15:02<00:04,  3.23it/s]
overall:  72%|███████▏  | 2878/4000 [15:02<05:44,  3.26it/s]

train:  99%|█████████▉| 2878/2893 [15:02<00:04,  3.26it/s]
overall:  72%|███████▏  | 2879/4000 [15:02<05:41,  3.28it/s]

train: 100%|█████████▉| 2879/2893 [15:02<00:04,  3.28it/s]
overall:  72%|███████▏  | 2880/4000 [15:03<05:40,  3.29it/s]

train: 100%|█████████▉| 2880/2893 [15:03<00:03,  3.29it/s]
overall:  72%|███████▏  | 2881/4000 [15:03<05:50,  3.19it/s]

train: 100%|█████████▉| 2881/2893 [15:03<00:03,  3.19it/s]
overall:  72%|███████▏  | 2882/4000 [15:03<05:48,  3.20it/s]

train: 100%|█████████▉| 2882/2893 [15:03<00:03,  3.20it/s]
overall:  72%|███████▏  | 2883/4000 [15:04<05:45,  3.23it/s]

train: 100%|█████████▉| 2883/2893 [15:04<00:03,  3.23it/s]
overall:  72%|███████▏  | 2884/4000 [15:04<05:44,  3.24it/s]

train: 100%|█████████▉| 2884/2893 [15:04<00:02,  3.24it/s]
overall:  72%|███████▏  | 2885/4000 [15:04<05:41,  3.26it/s]

train: 100%|█████████▉| 2885/2893 [15:04<00:02,  3.26it/s]
overall:  72%|███████▏  | 2886/4000 [15:04<05:39,  3.28it/s]

train: 100%|█████████▉| 2886/2893 [15:04<00:02,  3.28it/s]
overall:  72%|███████▏  | 2887/4000 [15:05<05:40,  3.27it/s]

train: 100%|█████████▉| 2887/2893 [15:05<00:01,  3.27it/s]
overall:  72%|███████▏  | 2888/4000 [15:05<05:37,  3.29it/s]

train: 100%|█████████▉| 2888/2893 [15:05<00:01,  3.29it/s]
overall:  72%|███████▏  | 2889/4000 [15:05<05:36,  3.30it/s]

train: 100%|█████████▉| 2889/2893 [15:05<00:01,  3.30it/s]
overall:  72%|███████▏  | 2890/4000 [15:06<05:38,  3.28it/s]

train: 100%|█████████▉| 2890/2893 [15:06<00:00,  3.28it/s]
overall:  72%|███████▏  | 2891/4000 [15:06<05:37,  3.29it/s]

train: 100%|█████████▉| 2891/2893 [15:06<00:00,  3.29it/s]
overall:  72%|███████▏  | 2892/4000 [15:06<05:35,  3.30it/s]

train: 100%|█████████▉| 2892/2893 [15:06<00:00,  3.30it/s]
train: 100%|██████████| 2893/2893 [15:06<00:00,  3.19it/s]
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train loss: 1.2744615077972412
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train:   0%|          | 0/2893 [00:00<?, ?it/s]
overall:  72%|███████▏  | 2894/4000 [15:08<09:16,  1.99it/s]

train:   0%|          | 1/2893 [00:01<1:00:25,  1.25s/it]
overall:  72%|███████▏  | 2895/4000 [15:08<08:26,  2.18it/s]

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overall:  72%|███████▏  | 2896/4000 [15:08<07:43,  2.38it/s]

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overall:  72%|███████▏  | 2897/4000 [15:09<07:14,  2.54it/s]

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overall:  72%|███████▏  | 2898/4000 [15:09<06:51,  2.68it/s]

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overall:  72%|███████▏  | 2899/4000 [15:09<06:28,  2.83it/s]

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overall:  72%|███████▎  | 2900/4000 [15:10<06:12,  2.95it/s]

train:   0%|          | 7/2893 [00:03<16:40,  2.89it/s]
overall:  73%|███████▎  | 2901/4000 [15:10<06:02,  3.03it/s]

train:   0%|          | 8/2893 [00:03<16:04,  2.99it/s]
overall:  73%|███████▎  | 2902/4000 [15:10<05:55,  3.09it/s]

train:   0%|          | 9/2893 [00:03<15:40,  3.07it/s]
overall:  73%|███████▎  | 2903/4000 [15:11<05:50,  3.13it/s]

train:   0%|          | 10/2893 [00:04<15:26,  3.11it/s]
overall:  73%|███████▎  | 2904/4000 [15:11<05:44,  3.18it/s]

train:   0%|          | 11/2893 [00:04<15:08,  3.17it/s]
overall:  73%|███████▎  | 2905/4000 [15:11<05:41,  3.20it/s]

train:   0%|          | 12/2893 [00:04<15:01,  3.20it/s]
overall:  73%|███████▎  | 2906/4000 [15:11<05:38,  3.23it/s]

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overall:  73%|███████▎  | 2907/4000 [15:12<05:42,  3.19it/s]

train:   0%|          | 14/2893 [00:05<15:02,  3.19it/s]
overall:  73%|███████▎  | 2908/4000 [15:12<05:47,  3.14it/s]

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overall:  73%|███████▎  | 2909/4000 [15:12<05:46,  3.15it/s]

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overall:  73%|███████▎  | 2910/4000 [15:13<05:39,  3.21it/s]

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overall:  73%|███████▎  | 2911/4000 [15:13<05:39,  3.21it/s]

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overall:  73%|███████▎  | 2912/4000 [15:13<05:38,  3.21it/s]

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overall:  73%|███████▎  | 2913/4000 [15:14<05:37,  3.22it/s]

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overall:  73%|███████▎  | 2914/4000 [15:14<05:34,  3.25it/s]

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overall:  73%|███████▎  | 2915/4000 [15:14<05:31,  3.27it/s]

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overall:  73%|███████▎  | 2916/4000 [15:15<05:32,  3.26it/s]

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overall:  73%|███████▎  | 2917/4000 [15:15<05:30,  3.28it/s]

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overall:  73%|███████▎  | 2918/4000 [15:15<05:28,  3.29it/s]

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overall:  73%|███████▎  | 2919/4000 [15:15<05:33,  3.24it/s]

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overall:  73%|███████▎  | 2920/4000 [15:16<05:32,  3.25it/s]

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overall:  73%|███████▎  | 2921/4000 [15:16<05:36,  3.21it/s]

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overall:  73%|███████▎  | 2922/4000 [15:16<05:32,  3.24it/s]

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overall:  73%|███████▎  | 2923/4000 [15:17<05:29,  3.27it/s]

train:   1%|          | 30/2893 [00:10<14:36,  3.27it/s]
overall:  73%|███████▎  | 2924/4000 [15:17<05:30,  3.26it/s]

train:   1%|          | 31/2893 [00:10<14:38,  3.26it/s]
overall:  73%|███████▎  | 2925/4000 [15:17<05:29,  3.26it/s]

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overall:  73%|███████▎  | 2926/4000 [15:18<05:28,  3.27it/s]

train:   1%|          | 33/2893 [00:11<14:35,  3.27it/s]
overall:  73%|███████▎  | 2927/4000 [15:18<05:31,  3.23it/s]

train:   1%|          | 34/2893 [00:11<14:44,  3.23it/s]
overall:  73%|███████▎  | 2928/4000 [15:18<05:32,  3.23it/s]

train:   1%|          | 35/2893 [00:11<14:45,  3.23it/s]
overall:  73%|███████▎  | 2929/4000 [15:19<05:29,  3.25it/s]

train:   1%|          | 36/2893 [00:12<14:39,  3.25it/s]
overall:  73%|███████▎  | 2930/4000 [15:19<05:29,  3.25it/s]

train:   1%|▏         | 37/2893 [00:12<14:38,  3.25it/s]
overall:  73%|███████▎  | 2931/4000 [15:19<05:35,  3.18it/s]

train:   1%|▏         | 38/2893 [00:12<14:56,  3.18it/s]
overall:  73%|███████▎  | 2932/4000 [15:20<05:34,  3.19it/s]

train:   1%|▏         | 39/2893 [00:13<14:53,  3.19it/s]
overall:  73%|███████▎  | 2933/4000 [15:20<05:34,  3.19it/s]

train:   1%|▏         | 40/2893 [00:13<14:54,  3.19it/s]
overall:  73%|███████▎  | 2934/4000 [15:20<05:30,  3.22it/s]

train:   1%|▏         | 41/2893 [00:13<14:44,  3.22it/s]
overall:  73%|███████▎  | 2935/4000 [15:20<05:27,  3.25it/s]

train:   1%|▏         | 42/2893 [00:13<14:36,  3.25it/s]
overall:  73%|███████▎  | 2936/4000 [15:21<05:24,  3.27it/s]

train:   1%|▏         | 43/2893 [00:14<14:30,  3.27it/s]
overall:  73%|███████▎  | 2937/4000 [15:21<05:23,  3.29it/s]

train:   2%|▏         | 44/2893 [00:14<14:26,  3.29it/s]
overall:  73%|███████▎  | 2938/4000 [15:21<05:21,  3.30it/s]

train:   2%|▏         | 45/2893 [00:14<14:22,  3.30it/s]
overall:  73%|███████▎  | 2939/4000 [15:22<05:26,  3.25it/s]

train:   2%|▏         | 46/2893 [00:15<14:35,  3.25it/s]
overall:  74%|███████▎  | 2940/4000 [15:22<05:27,  3.23it/s]

train:   2%|▏         | 47/2893 [00:15<14:39,  3.23it/s]
overall:  74%|███████▎  | 2941/4000 [15:22<05:26,  3.24it/s]

train:   2%|▏         | 48/2893 [00:15<14:37,  3.24it/s]
overall:  74%|███████▎  | 2942/4000 [15:23<05:24,  3.26it/s]

train:   2%|▏         | 49/2893 [00:16<14:32,  3.26it/s]
overall:  74%|███████▎  | 2943/4000 [15:23<05:29,  3.21it/s]

train:   2%|▏         | 50/2893 [00:16<14:46,  3.21it/s]
overall:  74%|███████▎  | 2944/4000 [15:23<05:27,  3.23it/s]

train:   2%|▏         | 51/2893 [00:16<14:40,  3.23it/s]
overall:  74%|███████▎  | 2945/4000 [15:24<05:32,  3.17it/s]

train:   2%|▏         | 52/2893 [00:17<14:56,  3.17it/s]
overall:  74%|███████▎  | 2946/4000 [15:24<05:33,  3.16it/s]

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overall: 100%|█████████▉| 3999/4000 [20:51<00:00,  3.18it/s]

train:  38%|███▊      | 1106/2893 [05:44<09:22,  3.18it/s]train loss: 1.2861809730529785
train acc: 0.5668508410453796
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train acc: 0.5720000267028809
train loss: 1.2800288200378418
train acc: 0.5669999718666077



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overall: 100%|█████████▉| 3999/4000 [21:04<00:00,  3.18it/s]

train:  38%|███▊      | 1106/2893 [05:57<09:22,  3.18it/s]
                                                            

                                                          

overall: 100%|█████████▉| 3999/4000 [21:04<00:00,  3.18it/s]

train:  38%|███▊      | 1106/2893 [05:57<09:22,  3.18it/s]
overall: 100%|██████████| 4000/4000 [21:05<00:00,  4.37s/it]

train:  38%|███▊      | 1107/2893 [05:58<2:10:06,  4.37s/it]
train:  38%|███▊      | 1107/2893 [05:58<09:38,  3.09it/s]  

overall: 100%|██████████| 4000/4000 [21:05<00:00,  3.16it/s]
test loss: 1.381882667541504
test acc: 0.513671875
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt