/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")
2023-09-25 14:26:29 | 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] - Take a list of 13 features and weighted sum them.
[Featurizer] - The selected feature hidden_states's downsample rate is 960
[Runner] - Start a new experiment
mert_test_5sec_att_relax_addmel {'model_config': None, 'refresh': False}
Loading model from Local mert_test_5sec_att_relax_addmel
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
}


overall:   0%|          | 0/4000 [00:00<?, ?it/s][LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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word -> phonemes:  99%|█████████▉| 3485/3515 [00:02<00:00, 1616.65it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:02<00:00, 1687.06it/s]


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train:   4%|▍         | 158/3515 [00:31<10:26,  5.36it/s]
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train:   5%|▍         | 159/3515 [00:31<10:45,  5.20it/s]
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train:   5%|▍         | 160/3515 [00:31<10:49,  5.17it/s]
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train:   5%|▌         | 181/3515 [00:36<11:30,  4.83it/s]
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train:   5%|▌         | 182/3515 [00:36<11:12,  4.96it/s]
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train:   5%|▌         | 183/3515 [00:36<11:06,  5.00it/s]
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overall:  12%|█▎        | 500/4000 [01:44<12:01,  4.85it/s]

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overall:  13%|█▎        | 501/4000 [01:44<12:09,  4.80it/s]

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overall:  13%|█▎        | 502/4000 [01:44<12:03,  4.83it/s]

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overall:  13%|█▎        | 503/4000 [01:44<12:00,  4.86it/s]

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overall:  13%|█▎        | 505/4000 [01:45<10:24,  5.59it/s]

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overall:  13%|█▎        | 506/4000 [01:45<12:38,  4.61it/s]

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overall:  13%|█▎        | 507/4000 [01:45<12:19,  4.72it/s]

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overall:  13%|█▎        | 508/4000 [01:45<11:06,  5.24it/s]

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overall:  13%|█▎        | 509/4000 [01:45<11:01,  5.28it/s]

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overall:  13%|█▎        | 510/4000 [01:46<11:26,  5.09it/s]

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overall:  13%|█▎        | 511/4000 [01:46<11:26,  5.09it/s]

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overall:  13%|█▎        | 512/4000 [01:46<11:26,  5.08it/s]

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overall:  13%|█▎        | 513/4000 [01:46<13:05,  4.44it/s]

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overall:  13%|█▎        | 514/4000 [01:47<12:31,  4.64it/s]

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overall:  13%|█▎        | 515/4000 [01:47<12:07,  4.79it/s]

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overall:  13%|█▎        | 516/4000 [01:47<11:54,  4.88it/s]

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overall:  13%|█▎        | 517/4000 [01:47<10:38,  5.46it/s]

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overall:  13%|█▎        | 518/4000 [01:47<10:58,  5.29it/s]

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overall:  13%|█▎        | 519/4000 [01:47<11:14,  5.16it/s]

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overall:  13%|█▎        | 520/4000 [01:48<11:38,  4.98it/s]

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overall:  13%|█▎        | 521/4000 [01:48<11:46,  4.92it/s]

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overall:  13%|█▎        | 522/4000 [01:48<11:50,  4.90it/s]

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overall:  13%|█▎        | 523/4000 [01:48<11:03,  5.24it/s]

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overall:  13%|█▎        | 524/4000 [01:48<11:07,  5.20it/s]

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overall:  13%|█▎        | 525/4000 [01:49<11:16,  5.14it/s]

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overall:  13%|█▎        | 526/4000 [01:49<11:39,  4.97it/s]

train:  15%|█▍        | 526/3515 [01:46<10:01,  4.97it/s]
overall:  13%|█▎        | 527/4000 [01:49<11:18,  5.12it/s]

train:  15%|█▍        | 527/3515 [01:46<09:43,  5.12it/s]
overall:  13%|█▎        | 528/4000 [01:49<11:16,  5.13it/s]

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overall:  13%|█▎        | 529/4000 [01:49<11:47,  4.91it/s]

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overall:  13%|█▎        | 530/4000 [01:50<14:04,  4.11it/s]

train:  15%|█▌        | 530/3515 [01:47<12:06,  4.11it/s]
overall:  13%|█▎        | 531/4000 [01:50<13:20,  4.33it/s]

train:  15%|█▌        | 531/3515 [01:47<11:28,  4.33it/s]
overall:  13%|█▎        | 532/4000 [01:50<12:58,  4.46it/s]

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overall:  13%|█▎        | 533/4000 [01:50<12:28,  4.63it/s]

train:  15%|█▌        | 533/3515 [01:47<10:44,  4.63it/s]
overall:  13%|█▎        | 534/4000 [01:51<10:47,  5.36it/s]

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overall:  13%|█▎        | 535/4000 [01:51<11:03,  5.22it/s]

train:  15%|█▌        | 535/3515 [01:47<09:30,  5.22it/s]
overall:  13%|█▎        | 536/4000 [01:51<10:38,  5.42it/s]

train:  15%|█▌        | 536/3515 [01:48<09:09,  5.42it/s]
overall:  13%|█▎        | 537/4000 [01:51<12:39,  4.56it/s]

train:  15%|█▌        | 537/3515 [01:48<10:52,  4.56it/s]
overall:  13%|█▎        | 538/4000 [01:51<10:48,  5.34it/s]

train:  15%|█▌        | 538/3515 [01:48<09:17,  5.34it/s]
overall:  13%|█▎        | 539/4000 [01:52<11:03,  5.21it/s]

train:  15%|█▌        | 539/3515 [01:48<09:30,  5.21it/s]
overall:  14%|█▎        | 540/4000 [01:52<11:13,  5.14it/s]

train:  15%|█▌        | 540/3515 [01:48<09:39,  5.14it/s]
overall:  14%|█▎        | 541/4000 [01:52<11:30,  5.01it/s]

train:  15%|█▌        | 541/3515 [01:49<09:53,  5.01it/s]
overall:  14%|█▎        | 542/4000 [01:52<11:37,  4.96it/s]

train:  15%|█▌        | 542/3515 [01:49<09:59,  4.96it/s]
overall:  14%|█▎        | 543/4000 [01:52<11:27,  5.03it/s]

train:  15%|█▌        | 543/3515 [01:49<09:51,  5.03it/s]
overall:  14%|█▎        | 544/4000 [01:53<11:36,  4.96it/s]

train:  15%|█▌        | 544/3515 [01:49<09:58,  4.96it/s]
overall:  14%|█▎        | 545/4000 [01:53<11:42,  4.92it/s]

train:  16%|█▌        | 545/3515 [01:49<10:04,  4.92it/s]
overall:  14%|█▎        | 546/4000 [01:53<11:53,  4.84it/s]

train:  16%|█▌        | 546/3515 [01:50<10:13,  4.84it/s]
overall:  14%|█▎        | 547/4000 [01:53<11:32,  4.98it/s]

train:  16%|█▌        | 547/3515 [01:50<09:55,  4.98it/s]
overall:  14%|█▎        | 548/4000 [01:53<11:22,  5.06it/s]

train:  16%|█▌        | 548/3515 [01:50<09:46,  5.06it/s]
overall:  14%|█▎        | 549/4000 [01:54<11:23,  5.05it/s]

train:  16%|█▌        | 549/3515 [01:50<09:47,  5.05it/s]
overall:  14%|█▍        | 550/4000 [01:54<11:20,  5.07it/s]

train:  16%|█▌        | 550/3515 [01:50<09:44,  5.07it/s]
overall:  14%|█▍        | 551/4000 [01:54<11:36,  4.95it/s]

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overall:  14%|█▍        | 552/4000 [01:54<11:43,  4.90it/s]

train:  16%|█▌        | 552/3515 [01:51<10:04,  4.90it/s]
overall:  14%|█▍        | 553/4000 [01:54<12:08,  4.73it/s]

train:  16%|█▌        | 553/3515 [01:51<10:26,  4.73it/s]
overall:  14%|█▍        | 554/4000 [01:55<14:25,  3.98it/s]

train:  16%|█▌        | 554/3515 [01:51<12:23,  3.98it/s]
overall:  14%|█▍        | 555/4000 [01:55<13:50,  4.15it/s]

train:  16%|█▌        | 555/3515 [01:52<11:53,  4.15it/s]
overall:  14%|█▍        | 556/4000 [01:55<13:20,  4.30it/s]

train:  16%|█▌        | 556/3515 [01:52<11:28,  4.30it/s]
overall:  14%|█▍        | 557/4000 [01:55<12:03,  4.76it/s]

train:  16%|█▌        | 557/3515 [01:52<10:21,  4.76it/s]
overall:  14%|█▍        | 558/4000 [01:56<11:52,  4.83it/s]

train:  16%|█▌        | 558/3515 [01:52<10:12,  4.83it/s]
overall:  14%|█▍        | 559/4000 [01:56<11:24,  5.03it/s]

train:  16%|█▌        | 559/3515 [01:52<09:48,  5.03it/s]
overall:  14%|█▍        | 560/4000 [01:56<11:33,  4.96it/s]

train:  16%|█▌        | 560/3515 [01:53<09:56,  4.96it/s]
overall:  14%|█▍        | 561/4000 [01:56<13:23,  4.28it/s]

train:  16%|█▌        | 561/3515 [01:53<11:30,  4.28it/s]
overall:  14%|█▍        | 562/4000 [01:56<12:50,  4.46it/s]

train:  16%|█▌        | 562/3515 [01:53<11:02,  4.46it/s]
overall:  14%|█▍        | 563/4000 [01:57<12:30,  4.58it/s]

train:  16%|█▌        | 563/3515 [01:53<10:44,  4.58it/s]
overall:  14%|█▍        | 564/4000 [01:57<12:15,  4.67it/s]

train:  16%|█▌        | 564/3515 [01:54<10:31,  4.67it/s]
overall:  14%|█▍        | 565/4000 [01:57<12:25,  4.61it/s]

train:  16%|█▌        | 565/3515 [01:54<10:40,  4.61it/s]
overall:  14%|█▍        | 566/4000 [01:57<12:16,  4.67it/s]

train:  16%|█▌        | 566/3515 [01:54<10:32,  4.67it/s]
overall:  14%|█▍        | 567/4000 [01:57<10:45,  5.32it/s]

train:  16%|█▌        | 567/3515 [01:54<09:14,  5.32it/s]
overall:  14%|█▍        | 568/4000 [01:58<11:09,  5.13it/s]

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overall:  14%|█▍        | 569/4000 [01:58<11:18,  5.05it/s]

train:  16%|█▌        | 569/3515 [01:55<09:42,  5.05it/s]
overall:  14%|█▍        | 571/4000 [01:58<08:38,  6.61it/s]

train:  16%|█▌        | 571/3515 [01:55<07:25,  6.61it/s]
overall:  14%|█▍        | 572/4000 [01:58<09:22,  6.09it/s]

train:  16%|█▋        | 572/3515 [01:55<08:03,  6.09it/s]
overall:  14%|█▍        | 573/4000 [01:58<09:44,  5.86it/s]

train:  16%|█▋        | 573/3515 [01:55<08:21,  5.86it/s]
overall:  14%|█▍        | 574/4000 [01:59<10:29,  5.44it/s]

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overall:  14%|█▍        | 575/4000 [01:59<09:40,  5.90it/s]

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overall:  14%|█▍        | 576/4000 [01:59<10:17,  5.55it/s]

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overall:  14%|█▍        | 577/4000 [01:59<09:33,  5.96it/s]

train:  16%|█▋        | 577/3515 [01:56<08:12,  5.96it/s]
overall:  14%|█▍        | 578/4000 [01:59<13:28,  4.23it/s]

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overall:  14%|█▍        | 579/4000 [02:00<12:55,  4.41it/s]

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overall:  14%|█▍        | 580/4000 [02:00<12:23,  4.60it/s]

train:  17%|█▋        | 580/3515 [01:57<10:38,  4.60it/s]
overall:  15%|█▍        | 581/4000 [02:00<12:11,  4.67it/s]

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overall:  15%|█▍        | 582/4000 [02:00<11:55,  4.78it/s]

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overall:  15%|█▍        | 583/4000 [02:01<11:53,  4.79it/s]

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overall:  15%|█▍        | 584/4000 [02:01<11:21,  5.01it/s]

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overall:  15%|█▍        | 585/4000 [02:01<13:36,  4.18it/s]

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overall:  15%|█▍        | 586/4000 [02:01<13:00,  4.37it/s]

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overall:  15%|█▍        | 587/4000 [02:01<12:41,  4.48it/s]

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overall:  15%|█▍        | 588/4000 [02:02<12:24,  4.59it/s]

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overall:  15%|█▍        | 589/4000 [02:02<12:36,  4.51it/s]

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overall:  15%|█▍        | 590/4000 [02:02<12:30,  4.54it/s]

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overall:  15%|█▍        | 591/4000 [02:02<12:30,  4.54it/s]

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overall:  15%|█▍        | 592/4000 [02:02<12:06,  4.69it/s]

train:  17%|█▋        | 592/3515 [01:59<10:22,  4.69it/s]
overall:  15%|█▍        | 593/4000 [02:03<11:14,  5.05it/s]

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overall:  15%|█▍        | 594/4000 [02:03<11:22,  4.99it/s]

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overall:  15%|█▍        | 595/4000 [02:03<11:30,  4.93it/s]

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overall:  15%|█▍        | 596/4000 [02:03<11:29,  4.93it/s]

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overall:  15%|█▍        | 597/4000 [02:03<11:33,  4.91it/s]

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overall:  15%|█▍        | 599/4000 [02:04<11:35,  4.89it/s]

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overall:  15%|█▌        | 600/4000 [02:04<11:22,  4.98it/s]

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overall:  15%|█▌        | 602/4000 [02:05<15:16,  3.71it/s]

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overall:  15%|█▌        | 603/4000 [02:05<13:28,  4.20it/s]

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overall:  15%|█▌        | 604/4000 [02:05<12:57,  4.37it/s]

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overall:  15%|█▌        | 605/4000 [02:05<12:37,  4.48it/s]

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overall:  15%|█▌        | 606/4000 [02:05<12:02,  4.70it/s]

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overall:  15%|█▌        | 607/4000 [02:06<11:48,  4.79it/s]

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overall:  15%|█▌        | 608/4000 [02:06<11:20,  4.98it/s]

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overall:  15%|█▌        | 609/4000 [02:06<13:50,  4.08it/s]

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overall:  15%|█▌        | 610/4000 [02:06<13:11,  4.28it/s]

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overall:  15%|█▌        | 611/4000 [02:07<12:52,  4.39it/s]

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overall:  15%|█▌        | 612/4000 [02:07<11:25,  4.94it/s]

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overall:  15%|█▌        | 614/4000 [02:07<11:31,  4.89it/s]

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overall:  15%|█▌        | 616/4000 [02:08<11:13,  5.02it/s]

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overall:  15%|█▌        | 617/4000 [02:08<11:32,  4.88it/s]

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overall:  15%|█▌        | 618/4000 [02:08<11:33,  4.88it/s]

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overall:  15%|█▌        | 619/4000 [02:08<11:15,  5.01it/s]

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train:  28%|██▊       | 989/3515 [03:20<08:57,  4.70it/s]
overall:  25%|██▍       | 990/4000 [03:24<10:24,  4.82it/s]

train:  28%|██▊       | 990/3515 [03:20<08:43,  4.82it/s]
overall:  25%|██▍       | 991/4000 [03:24<10:24,  4.82it/s]

train:  28%|██▊       | 991/3515 [03:20<08:44,  4.82it/s]
overall:  25%|██▍       | 992/4000 [03:24<10:14,  4.89it/s]

train:  28%|██▊       | 992/3515 [03:21<08:35,  4.89it/s]
overall:  25%|██▍       | 993/4000 [03:24<12:03,  4.15it/s]

train:  28%|██▊       | 993/3515 [03:21<10:07,  4.15it/s]
overall:  25%|██▍       | 994/4000 [03:24<11:25,  4.38it/s]

train:  28%|██▊       | 994/3515 [03:21<09:35,  4.38it/s]
overall:  25%|██▍       | 995/4000 [03:25<11:15,  4.45it/s]

train:  28%|██▊       | 995/3515 [03:21<09:26,  4.45it/s]
overall:  25%|██▍       | 996/4000 [03:25<10:22,  4.83it/s]

train:  28%|██▊       | 996/3515 [03:22<08:41,  4.83it/s]
overall:  25%|██▍       | 997/4000 [03:25<10:41,  4.68it/s]

train:  28%|██▊       | 997/3515 [03:22<08:57,  4.68it/s]
overall:  25%|██▍       | 998/4000 [03:25<10:39,  4.69it/s]

train:  28%|██▊       | 998/3515 [03:22<08:56,  4.69it/s]
overall:  25%|██▍       | 999/4000 [03:25<10:21,  4.83it/s]

train:  28%|██▊       | 999/3515 [03:22<08:41,  4.83it/s]train loss: 6.5946550369262695
train per: 0.9325761431518041
train loss: 3.897432327270508
train per: 0.8047364517531521
train loss: 2.979480743408203
train per: 0.7409339874879942
train loss: 2.699301242828369
train per: 0.6876416511752272
train loss: 2.633615255355835
train per: 0.6778334958443609
train loss: 2.5647406578063965
train per: 0.6664694810432912
train loss: 2.516575574874878
train per: 0.6580885940091716
train loss: 2.549076795578003
train per: 0.6583926862974381
train loss: 2.450671911239624
train per: 0.6444211960488541
train loss: 2.449031114578247
train per: 0.648506440120581
train loss: 2.438793420791626
train per: 0.6448750691135041
train loss: 2.4407780170440674
train per: 0.6412397185610941
train loss: 2.48701810836792
train per: 0.6489522015540381
train loss: 2.423964262008667
train per: 0.6313184475151732
train loss: 2.3829309940338135
train per: 0.6297473570200843
train loss: 2.3898024559020996
train per: 0.6328757561656585
train loss: 2.386090040206909
train per: 0.6341289269685843
train loss: 2.3932178020477295
train per: 0.6349450487989038
train loss: 2.3804850578308105
train per: 0.6309323784602672
train loss: 2.3457400798797607
train per: 0.6226776093852273
train loss: 2.353755474090576
train per: 0.6262546548620188
train loss: 2.3800811767578125
train per: 0.6257565483814259
train loss: 2.3952860832214355
train per: 0.6269269620975888
train loss: 2.410208225250244
train per: 0.6338417197069773
train loss: 2.3530735969543457
train per: 0.6176824646662803
train loss: 2.3104445934295654
train per: 0.6149257585539057
train loss: 2.373380661010742
train per: 0.6259365141955836
train loss: 2.3338875770568848
train per: 0.6170915635750576
train loss: 2.3189024925231934
train per: 0.6146868137613719
train loss: 2.35149884223938
train per: 0.6247711439237226
train loss: 2.3783390522003174
train per: 0.6248048610610755
train loss: 2.3171229362487793
train per: 0.616029001126733
train loss: 2.359532356262207
train per: 0.6242513278336536
train loss: 2.3609535694122314
train per: 0.6265007016267345
train loss: 2.3322505950927734
train per: 0.619582402006215
train loss: 2.3242578506469727
train per: 0.621828598152695
train loss: 2.3834521770477295
train per: 0.6266300778684679
train loss: 2.3670010566711426
train per: 0.6206796818510485
train loss: 2.357649326324463
train per: 0.6219835848036566
train loss: 2.3395493030548096
train per: 0.6154025834481792
train loss: 2.3154873847961426
train per: 0.6162827640984909
train loss: 2.3273541927337646
train per: 0.6178382216396308
train loss: 2.335937976837158
train per: 0.6158819756254009
train loss: 2.38128924369812
train per: 0.6293170965867462
train loss: 2.340256929397583
train per: 0.6212438501324586
train loss: 2.318394184112549
train per: 0.6159807956104253
train loss: 2.340832233428955
train per: 0.6187693898655636
train loss: 2.328108787536621
train per: 0.6175049269728139
train loss: 2.326174259185791
train per: 0.61610866475618
train loss: 2.288346767425537
train per: 0.6093336956790276
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:   7%|▋         | 188/2703 [00:00<00:01, 1877.78it/s]


word -> phonemes:  14%|█▍        | 381/2703 [00:00<00:01, 1898.92it/s]


word -> phonemes:  21%|██▏       | 579/2703 [00:00<00:01, 1933.97it/s]


word -> phonemes:  29%|██▊       | 777/2703 [00:00<00:00, 1951.23it/s]


word -> phonemes:  36%|███▌      | 977/2703 [00:00<00:00, 1965.47it/s]


word -> phonemes:  43%|████▎     | 1174/2703 [00:00<00:00, 1882.92it/s]


word -> phonemes:  51%|█████     | 1370/2703 [00:00<00:00, 1905.69it/s]


word -> phonemes:  58%|█████▊    | 1565/2703 [00:00<00:00, 1916.97it/s]


word -> phonemes:  66%|██████▌   | 1771/2703 [00:00<00:00, 1958.98it/s]


word -> phonemes:  73%|███████▎  | 1970/2703 [00:01<00:00, 1964.34it/s]


word -> phonemes:  81%|████████  | 2178/2703 [00:01<00:00, 1997.44it/s]


word -> phonemes:  88%|████████▊ | 2378/2703 [00:01<00:00, 1954.16it/s]


word -> phonemes:  95%|█████████▌| 2574/2703 [00:01<00:00, 1922.42it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 1934.02it/s]



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train:  53%|█████▎    | 1876/3515 [07:31<06:07,  4.45it/s]
overall:  47%|████▋     | 1877/4000 [07:34<07:38,  4.63it/s]

train:  53%|█████▎    | 1877/3515 [07:31<05:53,  4.63it/s]
overall:  47%|████▋     | 1878/4000 [07:34<07:36,  4.65it/s]

train:  53%|█████▎    | 1878/3515 [07:31<05:52,  4.65it/s]
overall:  47%|████▋     | 1879/4000 [07:35<07:28,  4.73it/s]

train:  53%|█████▎    | 1879/3515 [07:31<05:46,  4.73it/s]
overall:  47%|████▋     | 1880/4000 [07:35<07:29,  4.71it/s]

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overall:  47%|████▋     | 1881/4000 [07:35<08:23,  4.21it/s]

train:  54%|█████▎    | 1881/3515 [07:32<06:27,  4.21it/s]
overall:  47%|████▋     | 1882/4000 [07:35<08:07,  4.35it/s]

train:  54%|█████▎    | 1882/3515 [07:32<06:15,  4.35it/s]
overall:  47%|████▋     | 1883/4000 [07:36<07:48,  4.52it/s]

train:  54%|█████▎    | 1883/3515 [07:32<06:01,  4.52it/s]
overall:  47%|████▋     | 1884/4000 [07:36<07:36,  4.64it/s]

train:  54%|█████▎    | 1884/3515 [07:32<05:51,  4.64it/s]
overall:  47%|████▋     | 1885/4000 [07:36<07:49,  4.51it/s]

train:  54%|█████▎    | 1885/3515 [07:33<06:01,  4.51it/s]
overall:  47%|████▋     | 1886/4000 [07:36<07:41,  4.58it/s]

train:  54%|█████▎    | 1886/3515 [07:33<05:55,  4.58it/s]
overall:  47%|████▋     | 1887/4000 [07:36<07:29,  4.70it/s]

train:  54%|█████▎    | 1887/3515 [07:33<05:46,  4.70it/s]
overall:  47%|████▋     | 1888/4000 [07:37<07:33,  4.66it/s]

train:  54%|█████▎    | 1888/3515 [07:33<05:49,  4.66it/s]
overall:  47%|████▋     | 1889/4000 [07:37<07:27,  4.72it/s]

train:  54%|█████▎    | 1889/3515 [07:34<05:44,  4.72it/s]
overall:  47%|████▋     | 1890/4000 [07:37<06:52,  5.12it/s]

train:  54%|█████▍    | 1890/3515 [07:34<05:17,  5.12it/s]
overall:  47%|████▋     | 1891/4000 [07:37<07:04,  4.97it/s]

train:  54%|█████▍    | 1891/3515 [07:34<05:26,  4.97it/s]
overall:  47%|████▋     | 1892/4000 [07:37<07:13,  4.86it/s]

train:  54%|█████▍    | 1892/3515 [07:34<05:33,  4.86it/s]
overall:  47%|████▋     | 1893/4000 [07:38<07:21,  4.77it/s]

train:  54%|█████▍    | 1893/3515 [07:34<05:39,  4.77it/s]
overall:  47%|████▋     | 1894/4000 [07:38<07:32,  4.66it/s]

train:  54%|█████▍    | 1894/3515 [07:35<05:47,  4.66it/s]
overall:  47%|████▋     | 1895/4000 [07:38<07:04,  4.96it/s]

train:  54%|█████▍    | 1895/3515 [07:35<05:26,  4.96it/s]
overall:  47%|████▋     | 1897/4000 [07:38<06:31,  5.37it/s]

train:  54%|█████▍    | 1897/3515 [07:35<05:01,  5.37it/s]
overall:  47%|████▋     | 1898/4000 [07:39<07:56,  4.41it/s]

train:  54%|█████▍    | 1898/3515 [07:35<06:06,  4.41it/s]
overall:  47%|████▋     | 1899/4000 [07:39<07:40,  4.56it/s]

train:  54%|█████▍    | 1899/3515 [07:36<05:54,  4.56it/s]
overall:  48%|████▊     | 1900/4000 [07:39<07:41,  4.55it/s]

train:  54%|█████▍    | 1900/3515 [07:36<05:54,  4.55it/s]
overall:  48%|████▊     | 1901/4000 [07:39<07:20,  4.76it/s]

train:  54%|█████▍    | 1901/3515 [07:36<05:38,  4.76it/s]
overall:  48%|████▊     | 1902/4000 [07:39<06:29,  5.38it/s]

train:  54%|█████▍    | 1902/3515 [07:36<04:59,  5.38it/s]
overall:  48%|████▊     | 1903/4000 [07:40<06:49,  5.12it/s]

train:  54%|█████▍    | 1903/3515 [07:36<05:14,  5.12it/s]
overall:  48%|████▊     | 1904/4000 [07:40<06:53,  5.07it/s]

train:  54%|█████▍    | 1904/3515 [07:37<05:17,  5.07it/s]
overall:  48%|████▊     | 1905/4000 [07:40<06:48,  5.13it/s]

train:  54%|█████▍    | 1905/3515 [07:37<05:13,  5.13it/s]
overall:  48%|████▊     | 1906/4000 [07:40<06:58,  5.00it/s]

train:  54%|█████▍    | 1906/3515 [07:37<05:21,  5.00it/s]
overall:  48%|████▊     | 1907/4000 [07:40<06:11,  5.63it/s]

train:  54%|█████▍    | 1907/3515 [07:37<04:45,  5.63it/s]
overall:  48%|████▊     | 1908/4000 [07:41<06:22,  5.47it/s]

train:  54%|█████▍    | 1908/3515 [07:37<04:53,  5.47it/s]
overall:  48%|████▊     | 1909/4000 [07:41<06:37,  5.26it/s]

train:  54%|█████▍    | 1909/3515 [07:37<05:05,  5.26it/s]
overall:  48%|████▊     | 1910/4000 [07:41<06:56,  5.02it/s]

train:  54%|█████▍    | 1910/3515 [07:38<05:19,  5.02it/s]
overall:  48%|████▊     | 1911/4000 [07:41<06:02,  5.77it/s]

train:  54%|█████▍    | 1911/3515 [07:38<04:38,  5.77it/s]
overall:  48%|████▊     | 1913/4000 [07:41<05:41,  6.12it/s]

train:  54%|█████▍    | 1913/3515 [07:38<04:21,  6.12it/s]
overall:  48%|████▊     | 1914/4000 [07:42<05:51,  5.93it/s]

train:  54%|█████▍    | 1914/3515 [07:38<04:29,  5.93it/s]
overall:  48%|████▊     | 1915/4000 [07:42<06:19,  5.49it/s]

train:  54%|█████▍    | 1915/3515 [07:39<04:51,  5.49it/s]
overall:  48%|████▊     | 1916/4000 [07:42<05:54,  5.87it/s]

train:  55%|█████▍    | 1916/3515 [07:39<04:32,  5.87it/s]
overall:  48%|████▊     | 1917/4000 [07:42<06:24,  5.42it/s]

train:  55%|█████▍    | 1917/3515 [07:39<04:54,  5.42it/s]
overall:  48%|████▊     | 1918/4000 [07:42<06:37,  5.24it/s]

train:  55%|█████▍    | 1918/3515 [07:39<05:04,  5.24it/s]
overall:  48%|████▊     | 1919/4000 [07:43<06:47,  5.10it/s]

train:  55%|█████▍    | 1919/3515 [07:39<05:12,  5.10it/s]
overall:  48%|████▊     | 1920/4000 [07:43<07:00,  4.95it/s]

train:  55%|█████▍    | 1920/3515 [07:40<05:22,  4.95it/s]
overall:  48%|████▊     | 1921/4000 [07:43<07:30,  4.61it/s]

train:  55%|█████▍    | 1921/3515 [07:40<05:45,  4.61it/s]
overall:  48%|████▊     | 1922/4000 [07:43<08:58,  3.86it/s]

train:  55%|█████▍    | 1922/3515 [07:40<06:52,  3.86it/s]
overall:  48%|████▊     | 1923/4000 [07:44<08:20,  4.15it/s]

train:  55%|█████▍    | 1923/3515 [07:40<06:23,  4.15it/s]
overall:  48%|████▊     | 1924/4000 [07:44<08:08,  4.25it/s]

train:  55%|█████▍    | 1924/3515 [07:41<06:14,  4.25it/s]
overall:  48%|████▊     | 1925/4000 [07:44<07:26,  4.64it/s]

train:  55%|█████▍    | 1925/3515 [07:41<05:42,  4.64it/s]
overall:  48%|████▊     | 1926/4000 [07:44<07:21,  4.70it/s]

train:  55%|█████▍    | 1926/3515 [07:41<05:38,  4.70it/s]
overall:  48%|████▊     | 1927/4000 [07:44<07:18,  4.72it/s]

train:  55%|█████▍    | 1927/3515 [07:41<05:36,  4.72it/s]
overall:  48%|████▊     | 1929/4000 [07:45<07:12,  4.79it/s]

train:  55%|█████▍    | 1929/3515 [07:42<05:31,  4.79it/s]
overall:  48%|████▊     | 1930/4000 [07:45<07:21,  4.69it/s]

train:  55%|█████▍    | 1930/3515 [07:42<05:37,  4.69it/s]
overall:  48%|████▊     | 1931/4000 [07:45<07:21,  4.69it/s]

train:  55%|█████▍    | 1931/3515 [07:42<05:37,  4.69it/s]
overall:  48%|████▊     | 1932/4000 [07:45<07:24,  4.65it/s]

train:  55%|█████▍    | 1932/3515 [07:42<05:40,  4.65it/s]
overall:  48%|████▊     | 1933/4000 [07:46<07:34,  4.55it/s]

train:  55%|█████▍    | 1933/3515 [07:42<05:47,  4.55it/s]
overall:  48%|████▊     | 1934/4000 [07:46<07:33,  4.55it/s]

train:  55%|█████▌    | 1934/3515 [07:43<05:47,  4.55it/s]
overall:  48%|████▊     | 1935/4000 [07:46<07:33,  4.55it/s]

train:  55%|█████▌    | 1935/3515 [07:43<05:46,  4.55it/s]
overall:  48%|████▊     | 1936/4000 [07:46<06:23,  5.39it/s]

train:  55%|█████▌    | 1936/3515 [07:43<04:53,  5.39it/s]
overall:  48%|████▊     | 1937/4000 [07:46<06:25,  5.35it/s]

train:  55%|█████▌    | 1937/3515 [07:43<04:54,  5.35it/s]
overall:  48%|████▊     | 1938/4000 [07:47<06:25,  5.34it/s]

train:  55%|█████▌    | 1938/3515 [07:43<04:55,  5.34it/s]
overall:  48%|████▊     | 1939/4000 [07:47<06:41,  5.13it/s]

train:  55%|█████▌    | 1939/3515 [07:44<05:07,  5.13it/s]
overall:  48%|████▊     | 1940/4000 [07:47<06:39,  5.15it/s]

train:  55%|█████▌    | 1940/3515 [07:44<05:05,  5.15it/s]
overall:  49%|████▊     | 1941/4000 [07:47<06:29,  5.29it/s]

train:  55%|█████▌    | 1941/3515 [07:44<04:57,  5.29it/s]
overall:  49%|████▊     | 1942/4000 [07:47<06:50,  5.01it/s]

train:  55%|█████▌    | 1942/3515 [07:44<05:14,  5.01it/s]
overall:  49%|████▊     | 1943/4000 [07:48<06:52,  4.99it/s]

train:  55%|█████▌    | 1943/3515 [07:44<05:15,  4.99it/s]
overall:  49%|████▊     | 1945/4000 [07:48<06:10,  5.55it/s]

train:  55%|█████▌    | 1945/3515 [07:45<04:42,  5.55it/s]
overall:  49%|████▊     | 1946/4000 [07:48<07:53,  4.34it/s]

train:  55%|█████▌    | 1946/3515 [07:45<06:01,  4.34it/s]
overall:  49%|████▊     | 1948/4000 [07:49<06:34,  5.21it/s]

train:  55%|█████▌    | 1948/3515 [07:45<05:00,  5.21it/s]
overall:  49%|████▊     | 1949/4000 [07:49<06:39,  5.13it/s]

train:  55%|█████▌    | 1949/3515 [07:46<05:05,  5.13it/s]
overall:  49%|████▉     | 1950/4000 [07:49<06:55,  4.94it/s]

train:  55%|█████▌    | 1950/3515 [07:46<05:17,  4.94it/s]
overall:  49%|████▉     | 1951/4000 [07:49<07:02,  4.85it/s]

train:  56%|█████▌    | 1951/3515 [07:46<05:22,  4.85it/s]
overall:  49%|████▉     | 1952/4000 [07:49<07:03,  4.84it/s]

train:  56%|█████▌    | 1952/3515 [07:46<05:23,  4.84it/s]
overall:  49%|████▉     | 1953/4000 [07:50<08:23,  4.07it/s]

train:  56%|█████▌    | 1953/3515 [07:47<06:23,  4.07it/s]
overall:  49%|████▉     | 1954/4000 [07:50<08:09,  4.18it/s]

train:  56%|█████▌    | 1954/3515 [07:47<06:13,  4.18it/s]
overall:  49%|████▉     | 1955/4000 [07:50<07:40,  4.44it/s]

train:  56%|█████▌    | 1955/3515 [07:47<05:51,  4.44it/s]
overall:  49%|████▉     | 1956/4000 [07:50<07:20,  4.64it/s]

train:  56%|█████▌    | 1956/3515 [07:47<05:35,  4.64it/s]
overall:  49%|████▉     | 1957/4000 [07:51<07:27,  4.57it/s]

train:  56%|█████▌    | 1957/3515 [07:47<05:40,  4.57it/s]
overall:  49%|████▉     | 1958/4000 [07:51<07:26,  4.57it/s]

train:  56%|█████▌    | 1958/3515 [07:48<05:40,  4.57it/s]
overall:  49%|████▉     | 1959/4000 [07:51<07:16,  4.67it/s]

train:  56%|█████▌    | 1959/3515 [07:48<05:32,  4.67it/s]
overall:  49%|████▉     | 1960/4000 [07:51<07:15,  4.69it/s]

train:  56%|█████▌    | 1960/3515 [07:48<05:31,  4.69it/s]
overall:  49%|████▉     | 1961/4000 [07:51<07:16,  4.67it/s]

train:  56%|█████▌    | 1961/3515 [07:48<05:32,  4.67it/s]
overall:  49%|████▉     | 1962/4000 [07:52<07:17,  4.66it/s]

train:  56%|█████▌    | 1962/3515 [07:48<05:33,  4.66it/s]
overall:  49%|████▉     | 1963/4000 [07:52<07:16,  4.66it/s]

train:  56%|█████▌    | 1963/3515 [07:49<05:32,  4.66it/s]
overall:  49%|████▉     | 1964/4000 [07:52<07:03,  4.81it/s]

train:  56%|█████▌    | 1964/3515 [07:49<05:22,  4.81it/s]
overall:  49%|████▉     | 1965/4000 [07:52<07:08,  4.74it/s]

train:  56%|█████▌    | 1965/3515 [07:49<05:26,  4.74it/s]
overall:  49%|████▉     | 1966/4000 [07:53<07:08,  4.75it/s]

train:  56%|█████▌    | 1966/3515 [07:49<05:25,  4.75it/s]
overall:  49%|████▉     | 1967/4000 [07:53<06:50,  4.95it/s]

train:  56%|█████▌    | 1967/3515 [07:49<05:12,  4.95it/s]
overall:  49%|████▉     | 1968/4000 [07:53<06:36,  5.12it/s]

train:  56%|█████▌    | 1968/3515 [07:50<05:02,  5.12it/s]
overall:  49%|████▉     | 1969/4000 [07:53<07:10,  4.72it/s]

train:  56%|█████▌    | 1969/3515 [07:50<05:27,  4.72it/s]
overall:  49%|████▉     | 1970/4000 [07:54<08:55,  3.79it/s]

train:  56%|█████▌    | 1970/3515 [07:50<06:47,  3.79it/s]
overall:  49%|████▉     | 1971/4000 [07:54<08:21,  4.05it/s]

train:  56%|█████▌    | 1971/3515 [07:50<06:21,  4.05it/s]
overall:  49%|████▉     | 1972/4000 [07:54<07:51,  4.30it/s]

train:  56%|█████▌    | 1972/3515 [07:51<05:58,  4.30it/s]
overall:  49%|████▉     | 1973/4000 [07:54<07:41,  4.40it/s]

train:  56%|█████▌    | 1973/3515 [07:51<05:50,  4.40it/s]
overall:  49%|████▉     | 1974/4000 [07:54<07:31,  4.49it/s]

train:  56%|█████▌    | 1974/3515 [07:51<05:43,  4.49it/s]
overall:  49%|████▉     | 1975/4000 [07:55<07:26,  4.53it/s]

train:  56%|█████▌    | 1975/3515 [07:51<05:39,  4.53it/s]
overall:  49%|████▉     | 1976/4000 [07:55<07:12,  4.68it/s]

train:  56%|█████▌    | 1976/3515 [07:52<05:28,  4.68it/s]
overall:  49%|████▉     | 1977/4000 [07:55<08:12,  4.11it/s]

train:  56%|█████▌    | 1977/3515 [07:52<06:14,  4.11it/s]
overall:  49%|████▉     | 1978/4000 [07:55<07:39,  4.40it/s]

train:  56%|█████▋    | 1978/3515 [07:52<05:49,  4.40it/s]
overall:  49%|████▉     | 1979/4000 [07:55<06:53,  4.88it/s]

train:  56%|█████▋    | 1979/3515 [07:52<05:14,  4.88it/s]
overall:  50%|████▉     | 1980/4000 [07:56<07:01,  4.79it/s]

train:  56%|█████▋    | 1980/3515 [07:52<05:20,  4.79it/s]
overall:  50%|████▉     | 1981/4000 [07:56<06:24,  5.25it/s]

train:  56%|█████▋    | 1981/3515 [07:53<04:52,  5.25it/s]
overall:  50%|████▉     | 1982/4000 [07:56<06:22,  5.27it/s]

train:  56%|█████▋    | 1982/3515 [07:53<04:50,  5.27it/s]
overall:  50%|████▉     | 1984/4000 [07:56<05:43,  5.87it/s]

train:  56%|█████▋    | 1984/3515 [07:53<04:20,  5.87it/s]
overall:  50%|████▉     | 1985/4000 [07:57<06:03,  5.55it/s]

train:  56%|█████▋    | 1985/3515 [07:53<04:35,  5.55it/s]
overall:  50%|████▉     | 1987/4000 [07:57<05:38,  5.95it/s]

train:  57%|█████▋    | 1987/3515 [07:54<04:16,  5.95it/s]
overall:  50%|████▉     | 1988/4000 [07:57<05:59,  5.60it/s]

train:  57%|█████▋    | 1988/3515 [07:54<04:32,  5.60it/s]
overall:  50%|████▉     | 1989/4000 [07:57<06:16,  5.33it/s]

train:  57%|█████▋    | 1989/3515 [07:54<04:46,  5.33it/s]
overall:  50%|████▉     | 1990/4000 [07:57<06:44,  4.97it/s]

train:  57%|█████▋    | 1990/3515 [07:54<05:06,  4.97it/s]
overall:  50%|████▉     | 1991/4000 [07:58<06:53,  4.86it/s]

train:  57%|█████▋    | 1991/3515 [07:54<05:13,  4.86it/s]
overall:  50%|████▉     | 1992/4000 [07:58<06:01,  5.55it/s]

train:  57%|█████▋    | 1992/3515 [07:55<04:34,  5.55it/s]
overall:  50%|████▉     | 1993/4000 [07:58<06:37,  5.05it/s]

train:  57%|█████▋    | 1993/3515 [07:55<05:01,  5.05it/s]
overall:  50%|████▉     | 1994/4000 [07:58<08:11,  4.08it/s]

train:  57%|█████▋    | 1994/3515 [07:55<06:12,  4.08it/s]
overall:  50%|████▉     | 1995/4000 [07:59<07:53,  4.24it/s]

train:  57%|█████▋    | 1995/3515 [07:55<05:58,  4.24it/s]
overall:  50%|████▉     | 1996/4000 [07:59<07:31,  4.44it/s]

train:  57%|█████▋    | 1996/3515 [07:56<05:41,  4.44it/s]
overall:  50%|████▉     | 1997/4000 [07:59<07:28,  4.46it/s]

train:  57%|█████▋    | 1997/3515 [07:56<05:40,  4.46it/s]
overall:  50%|████▉     | 1998/4000 [07:59<07:13,  4.61it/s]

train:  57%|█████▋    | 1998/3515 [07:56<05:28,  4.61it/s]
overall:  50%|████▉     | 1999/4000 [07:59<07:05,  4.70it/s]

train:  57%|█████▋    | 1999/3515 [07:56<05:22,  4.70it/s]dev loss: 2.5681750774383545
dev per: 0.6464828303850156
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 2.323399305343628
train per: 0.6183595624826332
train loss: 2.324307680130005
train per: 0.6202702702702703
train loss: 2.359748363494873
train per: 0.6189813970454131
train loss: 2.30842661857605
train per: 0.6175372094319639
train loss: 2.37138032913208
train per: 0.6170934256055364
train loss: 2.331399440765381
train per: 0.6134532508900131
train loss: 2.3081274032592773
train per: 0.6143819642394402
train loss: 2.323056936264038
train per: 0.6139297734465263
train loss: 2.3198368549346924
train per: 0.6140794051761117
train loss: 2.315260887145996
train per: 0.6109488289604089
train loss: 2.3531131744384766
train per: 0.6163249302304126
train loss: 2.2949607372283936
train per: 0.6140041543886768
train loss: 2.328157901763916
train per: 0.6144520374588712
train loss: 2.2984349727630615
train per: 0.6128217931646693
train loss: 2.304708480834961
train per: 0.6103824348995868
train loss: 2.368201494216919
train per: 0.6211464471825842
train loss: 2.329720973968506
train per: 0.6171994084859516
train loss: 2.287210464477539
train per: 0.611177834259699
train loss: 2.339250087738037
train per: 0.6163420895677204
train loss: 2.3277764320373535
train per: 0.6136976824628156
train loss: 2.2931268215179443
train per: 0.6127671058119281
train loss: 2.288240671157837
train per: 0.609329588472341
train loss: 2.279029607772827
train per: 0.6100384055092041
train loss: 2.32159686088562
train per: 0.6111295838875166
train loss: 2.3764357566833496
train per: 0.6282403245790918
train loss: 2.318075656890869
train per: 0.6135998162186997
train loss: 2.3258259296417236
train per: 0.6189408268035667
train loss: 2.3568270206451416
train per: 0.6210576126818881
train loss: 2.336717128753662
train per: 0.6120969815996821
train loss: 2.3435492515563965
train per: 0.6162066333440032
train loss: 2.320711851119995
train per: 0.6158265999743491
train loss: 2.3225436210632324
train per: 0.6192699593881472
train loss: 2.3342573642730713
train per: 0.6170664206642067
train loss: 2.3231449127197266
train per: 0.6116847270496831
train loss: 2.289994716644287
train per: 0.6098814897057758
train loss: 2.2925429344177246
train per: 0.6158486923471389
train loss: 2.3234641551971436
train per: 0.6164790826077724
train loss: 2.2981715202331543
train per: 0.6142889048812566
train loss: 2.283263683319092
train per: 0.6102368635992377
train loss: 2.3635964393615723
train per: 0.6188759474949159
train loss: 2.3356971740722656
train per: 0.6153171784381604
train loss: 2.3411343097686768
train per: 0.6230519981484339
train loss: 2.2881741523742676
train per: 0.6024198366859191
train loss: 2.2790074348449707
train per: 0.6090034260378879
train loss: 2.303622007369995
train per: 0.6112542656173828
train loss: 2.299678325653076
train per: 0.6107794050710862
train loss: 2.312570095062256
train per: 0.612035661218425
train loss: 2.3484082221984863
train per: 0.6182264868122189
train loss: 2.268143653869629
train per: 0.6025213288213145
train loss: 2.3177809715270996
train per: 0.6101173907781677
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:   8%|▊         | 220/2703 [00:00<00:01, 2196.70it/s]


word -> phonemes:  16%|█▋        | 440/2703 [00:00<00:01, 2156.10it/s]


word -> phonemes:  24%|██▍       | 656/2703 [00:00<00:00, 2125.06it/s]


word -> phonemes:  32%|███▏      | 871/2703 [00:00<00:00, 2132.43it/s]


word -> phonemes:  40%|████      | 1086/2703 [00:00<00:00, 2137.71it/s]


word -> phonemes:  48%|████▊     | 1308/2703 [00:00<00:00, 2163.37it/s]


word -> phonemes:  56%|█████▋    | 1525/2703 [00:00<00:00, 2160.88it/s]


word -> phonemes:  64%|██████▍   | 1742/2703 [00:00<00:00, 2146.20it/s]


word -> phonemes:  73%|███████▎  | 1961/2703 [00:00<00:00, 2156.42it/s]


word -> phonemes:  81%|████████  | 2184/2703 [00:01<00:00, 2176.37it/s]


word -> phonemes:  89%|████████▉ | 2402/2703 [00:01<00:00, 2112.34it/s]


word -> phonemes:  97%|█████████▋| 2614/2703 [00:01<00:00, 2079.13it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2121.76it/s]



dev:   0%|          | 0/2703 [00:00<?, ?it/s]


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overall:  50%|█████     | 2009/4000 [09:19<48:13,  1.45s/it]  

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train:  83%|████████▎ | 2933/3515 [12:26<02:00,  4.81it/s]
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train:  84%|████████▎ | 2939/3515 [12:27<01:44,  5.52it/s]
overall:  74%|███████▎  | 2940/4000 [12:31<03:25,  5.16it/s]

train:  84%|████████▎ | 2940/3515 [12:28<01:51,  5.16it/s]
overall:  74%|███████▎  | 2941/4000 [12:31<03:28,  5.07it/s]

train:  84%|████████▎ | 2941/3515 [12:28<01:53,  5.07it/s]
overall:  74%|███████▎  | 2942/4000 [12:31<03:28,  5.07it/s]

train:  84%|████████▎ | 2942/3515 [12:28<01:52,  5.07it/s]
overall:  74%|███████▎  | 2943/4000 [12:32<03:24,  5.18it/s]

train:  84%|████████▎ | 2943/3515 [12:28<01:50,  5.18it/s]
overall:  74%|███████▎  | 2944/4000 [12:32<03:33,  4.95it/s]

train:  84%|████████▍ | 2944/3515 [12:28<01:55,  4.95it/s]
overall:  74%|███████▎  | 2945/4000 [12:32<03:36,  4.87it/s]

train:  84%|████████▍ | 2945/3515 [12:29<01:57,  4.87it/s]
overall:  74%|███████▎  | 2946/4000 [12:32<03:23,  5.17it/s]

train:  84%|████████▍ | 2946/3515 [12:29<01:50,  5.17it/s]
overall:  74%|███████▎  | 2947/4000 [12:32<03:29,  5.03it/s]

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train:  84%|████████▍ | 2953/3515 [12:30<01:56,  4.82it/s]
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train:  84%|████████▍ | 2954/3515 [12:31<02:20,  4.00it/s]
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overall:  74%|███████▍  | 2959/4000 [12:35<03:42,  4.68it/s]

train:  84%|████████▍ | 2959/3515 [12:32<01:58,  4.68it/s]
overall:  74%|███████▍  | 2960/4000 [12:35<03:42,  4.67it/s]

train:  84%|████████▍ | 2960/3515 [12:32<01:58,  4.67it/s]
overall:  74%|███████▍  | 2961/4000 [12:35<03:44,  4.62it/s]

train:  84%|████████▍ | 2961/3515 [12:32<01:59,  4.62it/s]
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overall:  74%|███████▍  | 2964/4000 [12:36<03:39,  4.71it/s]

train:  84%|████████▍ | 2964/3515 [12:33<01:56,  4.71it/s]
overall:  74%|███████▍  | 2965/4000 [12:36<03:44,  4.61it/s]

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overall:  74%|███████▍  | 2966/4000 [12:36<03:37,  4.75it/s]

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overall:  74%|███████▍  | 2968/4000 [12:37<03:38,  4.72it/s]

train:  84%|████████▍ | 2968/3515 [12:34<01:55,  4.72it/s]
overall:  74%|███████▍  | 2970/4000 [12:37<03:03,  5.62it/s]

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overall:  74%|███████▍  | 2971/4000 [12:37<03:11,  5.37it/s]

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overall:  74%|███████▍  | 2972/4000 [12:38<03:19,  5.16it/s]

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overall:  74%|███████▍  | 2973/4000 [12:38<03:20,  5.12it/s]

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train:  85%|████████▍ | 2977/3515 [12:35<01:54,  4.70it/s]
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train:  85%|████████▍ | 2979/3515 [12:36<02:07,  4.19it/s]
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train:  85%|████████▍ | 2982/3515 [12:36<01:23,  6.35it/s]
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train:  85%|████████▍ | 2983/3515 [12:37<01:31,  5.83it/s]
overall:  75%|███████▍  | 2984/4000 [12:40<03:00,  5.64it/s]

train:  85%|████████▍ | 2984/3515 [12:37<01:34,  5.64it/s]
overall:  75%|███████▍  | 2985/4000 [12:40<03:39,  4.63it/s]

train:  85%|████████▍ | 2985/3515 [12:37<01:54,  4.63it/s]
overall:  75%|███████▍  | 2986/4000 [12:40<03:33,  4.75it/s]

train:  85%|████████▍ | 2986/3515 [12:37<01:51,  4.75it/s]
overall:  75%|███████▍  | 2987/4000 [12:41<03:27,  4.89it/s]

train:  85%|████████▍ | 2987/3515 [12:37<01:48,  4.89it/s]
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train:  85%|████████▌ | 2988/3515 [12:38<01:50,  4.77it/s]
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train:  85%|████████▌ | 2989/3515 [12:38<01:54,  4.60it/s]
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train:  85%|████████▌ | 2990/3515 [12:38<01:53,  4.64it/s]
overall:  75%|███████▍  | 2991/4000 [12:42<03:25,  4.92it/s]

train:  85%|████████▌ | 2991/3515 [12:38<01:46,  4.92it/s]
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train:  85%|████████▌ | 2992/3515 [12:38<01:48,  4.82it/s]
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train:  85%|████████▌ | 2993/3515 [12:39<01:48,  4.80it/s]
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train:  85%|████████▌ | 2994/3515 [12:39<01:45,  4.93it/s]
overall:  75%|███████▍  | 2995/4000 [12:42<03:29,  4.80it/s]

train:  85%|████████▌ | 2995/3515 [12:39<01:48,  4.80it/s]
overall:  75%|███████▍  | 2996/4000 [12:43<03:31,  4.76it/s]

train:  85%|████████▌ | 2996/3515 [12:39<01:49,  4.76it/s]
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train:  85%|████████▌ | 2997/3515 [12:40<01:50,  4.69it/s]
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train:  85%|████████▌ | 2998/3515 [12:40<01:48,  4.75it/s]
overall:  75%|███████▍  | 2999/4000 [12:43<03:31,  4.73it/s]

train:  85%|████████▌ | 2999/3515 [12:40<01:49,  4.73it/s]dev loss: 2.5801239013671875
dev per: 0.6525806451612903
train loss: 2.2736315727233887
train per: 0.6066611022858835
train loss: 2.2722408771514893
train per: 0.6103645775966516
train loss: 2.297391176223755
train per: 0.6117841677613973
train loss: 2.3123703002929688
train per: 0.6119762174405436
train loss: 2.2889914512634277
train per: 0.6080123727798843
train loss: 2.290417432785034
train per: 0.610059429567931
train loss: 2.3185086250305176
train per: 0.6099345669457539
train loss: 2.325183391571045
train per: 0.6116845878136201
train loss: 2.2596211433410645
train per: 0.6032225088838047
train loss: 2.2845535278320312
train per: 0.6061233721400853
train loss: 2.291800022125244
train per: 0.6110354821710873
train loss: 2.2996633052825928
train per: 0.608454007750357
train loss: 2.3555023670196533
train per: 0.615215996578272
train loss: 2.3036856651306152
train per: 0.6084677908528449
train loss: 2.267585277557373
train per: 0.6122836879432624
train loss: 2.3232474327087402
train per: 0.6139281212214762
train loss: 2.332048177719116
train per: 0.6148830779864071
train loss: 2.305455207824707
train per: 0.6117219863959494
train loss: 2.2831621170043945
train per: 0.6069449399452967
train loss: 2.2965643405914307
train per: 0.6068951290580439
train loss: 2.2986252307891846
train per: 0.6113065728450344
train loss: 2.367888927459717
train per: 0.6238977696043759
train loss: 2.3589296340942383
train per: 0.6166719435523995
train loss: 2.2898051738739014
train per: 0.6107147852846552
train loss: 2.2781004905700684
train per: 0.6031571612349914
train loss: 2.2736432552337646
train per: 0.6082729698818147
train loss: 2.262730360031128
train per: 0.6041838830779401
train loss: 2.278090476989746
train per: 0.61084464482709
train loss: 2.267634868621826
train per: 0.6079694701888289
train loss: 2.3464343547821045
train per: 0.6150171735322885
train loss: 2.2620537281036377
train per: 0.6080810329474622
train loss: 2.2714853286743164
train per: 0.6086080917094834
train loss: 2.2755048274993896
train per: 0.6091353996737358
train loss: 2.2854392528533936
train per: 0.612321110804782
train loss: 2.3064613342285156
train per: 0.6079277864992151
train loss: 2.2881534099578857
train per: 0.6112336623834997
train loss: 2.339261293411255
train per: 0.6214770065343361
train loss: 2.2657179832458496
train per: 0.6070277698796323
train loss: 2.3040614128112793
train per: 0.6102831989817564
train loss: 2.2766964435577393
train per: 0.6067078508366056
train loss: 2.2746083736419678
train per: 0.6103763734897827
train loss: 2.29082989692688
train per: 0.6147489375098378
train loss: 2.2678611278533936
train per: 0.6100088124549363
train loss: 2.332406520843506
train per: 0.6143713393650722
train loss: 2.281205654144287
train per: 0.6134116672705626
train loss: 2.3188316822052
train per: 0.6118235220597426
train loss: 2.3175392150878906
train per: 0.6156949768004841
train loss: 2.333808660507202
train per: 0.6135092921656066
train loss: 2.2994275093078613
train per: 0.6148797051324127
train loss: 2.3288371562957764
train per: 0.6202534766742283
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:   8%|▊         | 219/2703 [00:00<00:01, 2186.70it/s]


word -> phonemes:  16%|█▌        | 438/2703 [00:00<00:01, 2059.40it/s]


word -> phonemes:  24%|██▍       | 645/2703 [00:00<00:01, 2049.46it/s]


word -> phonemes:  32%|███▏      | 855/2703 [00:00<00:00, 2066.39it/s]


word -> phonemes:  39%|███▉      | 1067/2703 [00:00<00:00, 2083.14it/s]


word -> phonemes:  47%|████▋     | 1281/2703 [00:00<00:00, 2101.51it/s]


word -> phonemes:  55%|█████▌    | 1495/2703 [00:00<00:00, 2113.61it/s]


word -> phonemes:  63%|██████▎   | 1711/2703 [00:00<00:00, 2127.25it/s]


word -> phonemes:  72%|███████▏  | 1935/2703 [00:00<00:00, 2158.57it/s]


word -> phonemes:  80%|███████▉  | 2151/2703 [00:01<00:00, 2153.27it/s]


word -> phonemes:  88%|████████▊ | 2367/2703 [00:01<00:00, 2121.02it/s]


word -> phonemes:  95%|█████████▌| 2580/2703 [00:01<00:00, 2096.62it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2099.30it/s]



dev:   0%|          | 0/2703 [00:00<?, ?it/s]


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dev:   2%|▏         | 53/2703 [00:03<02:14, 19.69it/s]


dev:   2%|▏         | 55/2703 [00:04<02:15, 19.52it/s]


dev:   2%|▏         | 58/2703 [00:04<02:10, 20.25it/s]


dev:   2%|▏         | 61/2703 [00:04<02:12, 20.01it/s]


dev:   2%|▏         | 64/2703 [00:04<02:06, 20.90it/s]


dev:   2%|▏         | 67/2703 [00:04<02:15, 19.46it/s]


dev:   3%|▎         | 70/2703 [00:04<02:13, 19.74it/s]


dev:   3%|▎         | 73/2703 [00:04<02:14, 19.50it/s]


dev:   3%|▎         | 76/2703 [00:05<02:08, 20.39it/s]


dev:   3%|▎         | 79/2703 [00:05<02:07, 20.58it/s]


dev:   3%|▎         | 82/2703 [00:05<02:09, 20.17it/s]


dev:   3%|▎         | 85/2703 [00:05<02:10, 20.02it/s]


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train: 100%|█████████▉| 3501/3515 [15:45<00:02,  4.79it/s]
overall:  88%|████████▊ | 3502/4000 [15:48<01:40,  4.95it/s]

train: 100%|█████████▉| 3502/3515 [15:45<00:02,  4.95it/s]
overall:  88%|████████▊ | 3503/4000 [15:49<01:42,  4.85it/s]

train: 100%|█████████▉| 3503/3515 [15:45<00:02,  4.85it/s]
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train: 100%|█████████▉| 3504/3515 [15:46<00:02,  4.85it/s]
overall:  88%|████████▊ | 3505/4000 [15:49<01:27,  5.65it/s]

train: 100%|█████████▉| 3505/3515 [15:46<00:01,  5.65it/s]
overall:  88%|████████▊ | 3506/4000 [15:49<01:33,  5.28it/s]

train: 100%|█████████▉| 3506/3515 [15:46<00:01,  5.28it/s]
overall:  88%|████████▊ | 3507/4000 [15:49<01:37,  5.05it/s]

train: 100%|█████████▉| 3507/3515 [15:46<00:01,  5.05it/s]
overall:  88%|████████▊ | 3508/4000 [15:50<01:37,  5.07it/s]

train: 100%|█████████▉| 3508/3515 [15:46<00:01,  5.07it/s]
overall:  88%|████████▊ | 3509/4000 [15:50<01:35,  5.12it/s]

train: 100%|█████████▉| 3509/3515 [15:47<00:01,  5.12it/s]
overall:  88%|████████▊ | 3510/4000 [15:50<01:34,  5.18it/s]

train: 100%|█████████▉| 3510/3515 [15:47<00:00,  5.18it/s]
overall:  88%|████████▊ | 3511/4000 [15:50<01:38,  4.99it/s]

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overall:  88%|████████▊ | 3513/4000 [15:51<01:39,  4.89it/s]

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overall:  88%|████████▊ | 3514/4000 [15:51<01:34,  5.17it/s]

train: 100%|█████████▉| 3514/3515 [15:48<00:00,  5.17it/s]
overall:  88%|████████▊ | 3515/4000 [15:51<01:34,  5.12it/s]

train: 100%|██████████| 3515/3515 [15:48<00:00,  5.12it/s]403-128339-0009 Failed!!!
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403-128339-0009 Failed!!!
/home/victor/glockenspiel/s3prl/data/LibriSpeech/train-clean-100/403/128339/403-128339-0009.flac WTF Failed!!!
403-128339-0009 Failed!!!
403-128339-0009 Failed!!!

train: 100%|██████████| 3515/3515 [15:48<00:00,  3.71it/s]
dev loss: 2.558077573776245
dev per: 0.6494224765868887
train loss: 2.2484426498413086
train per: 0.6026786831893854
train loss: 2.270146608352661
train per: 0.6076906282408165
train loss: 2.2539405822753906
train per: 0.6022439641744548
train loss: 2.2641401290893555
train per: 0.6055748777660165
train loss: 2.3099467754364014
train per: 0.6093923828910929
train loss: 2.2857108116149902
train per: 0.6087640905859653
train loss: 2.274488925933838
train per: 0.6070367198912003
train loss: 2.319962978363037
train per: 0.6154271030955069
train loss: 2.3210043907165527
train per: 0.6101635833976545
train loss: 2.2639870643615723
train per: 0.6045599353335552
train loss: 2.311152696609497
train per: 0.6109966202291649
train loss: 2.348717212677002
train per: 0.6176768509575746
train loss: 2.233607769012451
train per: 0.6013838218643854
train loss: 2.2643661499023438
train per: 0.6019567095523852
train loss: 2.299046039581299
train per: 0.6124031007751938
train loss: 2.2940335273742676
train per: 0.6070980830161155
train loss: 2.3126206398010254
train per: 0.6075874061870767
train loss: 2.2921366691589355
train per: 0.6117656299088909
train loss: 2.315612554550171
train per: 0.6180145508224378
train loss: 2.27772855758667
train per: 0.605933815138836
train loss: 2.3069334030151367
train per: 0.6174544654157266
train loss: 2.3394625186920166
train per: 0.6136310588967556
train loss: 2.351942539215088
train per: 0.6153625749146391
train loss: 2.3230531215667725
train per: 0.6217587094220111
train loss: 2.3302831649780273
train per: 0.6133352228441862
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


word -> phonemes:   0%|          | 0/3515 [00:00<?, ?it/s]

word -> phonemes:   5%|▌         | 181/3515 [00:00<00:01, 1802.61it/s]

word -> phonemes:  10%|█         | 362/3515 [00:00<00:01, 1686.34it/s]

word -> phonemes:  15%|█▌        | 538/3515 [00:00<00:01, 1718.09it/s]

word -> phonemes:  21%|██        | 727/3515 [00:00<00:01, 1784.23it/s]

word -> phonemes:  26%|██▌       | 909/3515 [00:00<00:01, 1793.67it/s]

word -> phonemes:  31%|███       | 1098/3515 [00:00<00:01, 1824.33it/s]

word -> phonemes:  37%|███▋      | 1291/3515 [00:00<00:01, 1857.90it/s]

word -> phonemes:  42%|████▏     | 1479/3515 [00:00<00:01, 1862.36it/s]

word -> phonemes:  47%|████▋     | 1666/3515 [00:00<00:01, 1838.27it/s]

word -> phonemes:  53%|█████▎    | 1850/3515 [00:01<00:00, 1826.90it/s]

word -> phonemes:  58%|█████▊    | 2037/3515 [00:01<00:00, 1838.77it/s]

word -> phonemes:  63%|██████▎   | 2228/3515 [00:01<00:00, 1859.93it/s]

word -> phonemes:  69%|██████▊   | 2415/3515 [00:01<00:00, 1760.76it/s]

word -> phonemes:  74%|███████▍  | 2594/3515 [00:01<00:00, 1767.04it/s]

word -> phonemes:  79%|███████▉  | 2776/3515 [00:01<00:00, 1779.42it/s]

word -> phonemes:  84%|████████▍ | 2955/3515 [00:01<00:00, 1736.03it/s]

word -> phonemes:  89%|████████▉ | 3130/3515 [00:01<00:00, 1708.32it/s]

word -> phonemes:  94%|█████████▍| 3302/3515 [00:01<00:00, 1710.02it/s]

word -> phonemes:  99%|█████████▉| 3474/3515 [00:01<00:00, 1682.49it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 1769.76it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [15:56<13:13,  1.64s/it]

train:   0%|          | 1/3515 [00:01<1:40:22,  1.71s/it]
overall:  88%|████████▊ | 3517/4000 [15:56<09:29,  1.18s/it]

train:   0%|          | 2/3515 [00:01<44:55,  1.30it/s]  
overall:  88%|████████▊ | 3518/4000 [15:56<07:06,  1.13it/s]

train:   0%|          | 3/3515 [00:02<29:42,  1.97it/s]
overall:  88%|████████▊ | 3519/4000 [15:57<05:29,  1.46it/s]

train:   0%|          | 4/3515 [00:02<23:04,  2.54it/s]
overall:  88%|████████▊ | 3520/4000 [15:57<04:16,  1.87it/s]

train:   0%|          | 5/3515 [00:02<18:37,  3.14it/s]
overall:  88%|████████▊ | 3521/4000 [15:57<03:23,  2.35it/s]

train:   0%|          | 6/3515 [00:02<15:38,  3.74it/s]
overall:  88%|████████▊ | 3523/4000 [15:57<02:26,  3.26it/s]

train:   0%|          | 8/3515 [00:02<12:47,  4.57it/s]
overall:  88%|████████▊ | 3524/4000 [15:58<02:18,  3.43it/s]

train:   0%|          | 9/3515 [00:03<13:12,  4.42it/s]
overall:  88%|████████▊ | 3525/4000 [15:58<02:02,  3.87it/s]

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overall:  88%|████████▊ | 3527/4000 [15:58<01:41,  4.66it/s]

train:   0%|          | 12/3515 [00:03<10:51,  5.38it/s]
overall:  88%|████████▊ | 3528/4000 [15:58<01:44,  4.53it/s]

train:   0%|          | 13/3515 [00:03<11:37,  5.02it/s]
overall:  88%|████████▊ | 3529/4000 [15:58<01:44,  4.52it/s]

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overall:  88%|████████▊ | 3530/4000 [15:59<01:37,  4.81it/s]

train:   0%|          | 15/3515 [00:04<11:25,  5.11it/s]
overall:  88%|████████▊ | 3531/4000 [15:59<01:37,  4.81it/s]

train:   0%|          | 16/3515 [00:04<11:37,  5.02it/s]
overall:  88%|████████▊ | 3532/4000 [15:59<01:38,  4.75it/s]

train:   0%|          | 17/3515 [00:04<11:54,  4.90it/s]
overall:  88%|████████▊ | 3533/4000 [15:59<01:33,  4.97it/s]

train:   1%|          | 18/3515 [00:04<11:27,  5.08it/s]
overall:  88%|████████▊ | 3534/4000 [15:59<01:36,  4.85it/s]

train:   1%|          | 19/3515 [00:05<11:49,  4.92it/s]
overall:  88%|████████▊ | 3535/4000 [16:00<01:38,  4.70it/s]

train:   1%|          | 20/3515 [00:05<12:15,  4.75it/s]
overall:  88%|████████▊ | 3536/4000 [16:00<01:39,  4.65it/s]

train:   1%|          | 21/3515 [00:05<12:26,  4.68it/s]
overall:  88%|████████▊ | 3538/4000 [16:00<01:24,  5.47it/s]

train:   1%|          | 23/3515 [00:05<10:35,  5.49it/s]
overall:  88%|████████▊ | 3539/4000 [16:00<01:29,  5.18it/s]

train:   1%|          | 24/3515 [00:06<11:12,  5.19it/s]
overall:  88%|████████▊ | 3540/4000 [16:01<01:41,  4.52it/s]

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overall:  89%|████████▊ | 3541/4000 [16:01<01:40,  4.58it/s]

train:   1%|          | 26/3515 [00:06<12:40,  4.59it/s]
overall:  89%|████████▊ | 3542/4000 [16:01<01:38,  4.67it/s]

train:   1%|          | 27/3515 [00:06<12:26,  4.67it/s]
overall:  89%|████████▊ | 3544/4000 [16:01<01:23,  5.45it/s]

train:   1%|          | 29/3515 [00:07<10:38,  5.46it/s]
overall:  89%|████████▊ | 3546/4000 [16:02<01:17,  5.86it/s]

train:   1%|          | 31/3515 [00:07<09:53,  5.87it/s]
overall:  89%|████████▊ | 3547/4000 [16:02<01:23,  5.43it/s]

train:   1%|          | 32/3515 [00:07<10:41,  5.43it/s]
overall:  89%|████████▊ | 3548/4000 [16:02<01:26,  5.20it/s]

train:   1%|          | 33/3515 [00:07<11:08,  5.21it/s]
overall:  89%|████████▊ | 3549/4000 [16:02<01:29,  5.06it/s]

train:   1%|          | 34/3515 [00:08<11:27,  5.06it/s]
overall:  89%|████████▉ | 3550/4000 [16:03<01:27,  5.16it/s]

train:   1%|          | 35/3515 [00:08<11:14,  5.16it/s]
overall:  89%|████████▉ | 3551/4000 [16:03<01:31,  4.93it/s]

train:   1%|          | 36/3515 [00:08<11:45,  4.93it/s]
overall:  89%|████████▉ | 3552/4000 [16:03<01:44,  4.30it/s]

train:   1%|          | 37/3515 [00:08<13:28,  4.30it/s]
overall:  89%|████████▉ | 3553/4000 [16:03<01:40,  4.43it/s]

train:   1%|          | 38/3515 [00:08<13:04,  4.43it/s]
overall:  89%|████████▉ | 3554/4000 [16:04<01:37,  4.55it/s]

train:   1%|          | 39/3515 [00:09<12:43,  4.55it/s]
overall:  89%|████████▉ | 3556/4000 [16:04<01:21,  5.42it/s]

train:   1%|          | 41/3515 [00:09<10:41,  5.42it/s]
overall:  89%|████████▉ | 3557/4000 [16:04<01:23,  5.28it/s]

train:   1%|          | 42/3515 [00:09<10:57,  5.28it/s]
overall:  89%|████████▉ | 3558/4000 [16:04<01:25,  5.14it/s]

train:   1%|          | 43/3515 [00:09<11:15,  5.14it/s]
overall:  89%|████████▉ | 3559/4000 [16:04<01:17,  5.72it/s]

train:   1%|▏         | 44/3515 [00:09<10:06,  5.72it/s]
overall:  89%|████████▉ | 3560/4000 [16:05<01:24,  5.19it/s]

train:   1%|▏         | 45/3515 [00:10<11:08,  5.19it/s]
overall:  89%|████████▉ | 3561/4000 [16:05<01:26,  5.05it/s]

train:   1%|▏         | 46/3515 [00:10<11:26,  5.05it/s]
overall:  89%|████████▉ | 3562/4000 [16:05<01:28,  4.97it/s]

train:   1%|▏         | 47/3515 [00:10<11:38,  4.97it/s]
overall:  89%|████████▉ | 3563/4000 [16:05<01:19,  5.52it/s]

train:   1%|▏         | 48/3515 [00:10<10:28,  5.52it/s]
overall:  89%|████████▉ | 3564/4000 [16:05<01:38,  4.41it/s]

train:   1%|▏         | 49/3515 [00:11<13:07,  4.40it/s]
overall:  89%|████████▉ | 3565/4000 [16:06<01:23,  5.20it/s]

train:   1%|▏         | 50/3515 [00:11<11:06,  5.20it/s]
overall:  89%|████████▉ | 3566/4000 [16:06<01:25,  5.08it/s]

train:   1%|▏         | 51/3515 [00:11<11:21,  5.08it/s]
overall:  89%|████████▉ | 3567/4000 [16:06<01:24,  5.15it/s]

train:   1%|▏         | 52/3515 [00:11<11:12,  5.15it/s]
overall:  89%|████████▉ | 3569/4000 [16:06<01:13,  5.89it/s]

train:   2%|▏         | 54/3515 [00:11<09:47,  5.89it/s]
overall:  89%|████████▉ | 3570/4000 [16:06<01:16,  5.60it/s]

train:   2%|▏         | 55/3515 [00:12<10:17,  5.60it/s]
overall:  89%|████████▉ | 3571/4000 [16:07<01:20,  5.31it/s]

train:   2%|▏         | 56/3515 [00:12<10:51,  5.31it/s]
overall:  89%|████████▉ | 3572/4000 [16:07<01:25,  4.98it/s]

train:   2%|▏         | 57/3515 [00:12<11:33,  4.98it/s]
overall:  89%|████████▉ | 3573/4000 [16:07<01:25,  4.99it/s]

train:   2%|▏         | 58/3515 [00:12<11:32,  4.99it/s]
overall:  89%|████████▉ | 3574/4000 [16:07<01:25,  4.95it/s]

train:   2%|▏         | 59/3515 [00:12<11:37,  4.95it/s]
overall:  89%|████████▉ | 3575/4000 [16:08<01:27,  4.88it/s]

train:   2%|▏         | 60/3515 [00:13<11:47,  4.88it/s]
overall:  89%|████████▉ | 3576/4000 [16:08<01:41,  4.16it/s]

train:   2%|▏         | 61/3515 [00:13<13:49,  4.16it/s]
overall:  89%|████████▉ | 3577/4000 [16:08<01:35,  4.43it/s]

train:   2%|▏         | 62/3515 [00:13<12:59,  4.43it/s]
overall:  89%|████████▉ | 3578/4000 [16:08<01:32,  4.55it/s]

train:   2%|▏         | 63/3515 [00:13<12:38,  4.55it/s]
overall:  89%|████████▉ | 3579/4000 [16:08<01:30,  4.63it/s]

train:   2%|▏         | 64/3515 [00:14<12:25,  4.63it/s]
overall:  90%|████████▉ | 3580/4000 [16:09<01:30,  4.64it/s]

train:   2%|▏         | 65/3515 [00:14<12:22,  4.64it/s]
overall:  90%|████████▉ | 3581/4000 [16:09<01:28,  4.72it/s]

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overall:  90%|████████▉ | 3582/4000 [16:09<01:29,  4.65it/s]

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overall:  90%|████████▉ | 3583/4000 [16:09<01:29,  4.66it/s]

train:   2%|▏         | 68/3515 [00:14<12:19,  4.66it/s]
overall:  90%|████████▉ | 3584/4000 [16:09<01:17,  5.37it/s]

train:   2%|▏         | 69/3515 [00:15<10:41,  5.37it/s]
overall:  90%|████████▉ | 3586/4000 [16:10<01:06,  6.23it/s]

train:   2%|▏         | 71/3515 [00:15<09:12,  6.23it/s]
overall:  90%|████████▉ | 3587/4000 [16:10<01:11,  5.81it/s]

train:   2%|▏         | 72/3515 [00:15<09:52,  5.81it/s]
overall:  90%|████████▉ | 3588/4000 [16:10<01:26,  4.75it/s]

train:   2%|▏         | 73/3515 [00:15<12:03,  4.75it/s]
overall:  90%|████████▉ | 3589/4000 [16:10<01:26,  4.73it/s]

train:   2%|▏         | 74/3515 [00:16<12:06,  4.73it/s]
overall:  90%|████████▉ | 3590/4000 [16:11<01:25,  4.78it/s]

train:   2%|▏         | 75/3515 [00:16<12:00,  4.78it/s]
overall:  90%|████████▉ | 3591/4000 [16:11<01:21,  5.00it/s]

train:   2%|▏         | 76/3515 [00:16<11:27,  5.00it/s]
overall:  90%|████████▉ | 3592/4000 [16:11<01:18,  5.22it/s]

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overall:  90%|████████▉ | 3593/4000 [16:11<01:20,  5.03it/s]

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overall:  90%|████████▉ | 3594/4000 [16:11<01:20,  5.04it/s]

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overall:  90%|████████▉ | 3595/4000 [16:12<01:16,  5.28it/s]

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overall:  90%|████████▉ | 3596/4000 [16:12<01:17,  5.18it/s]

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overall:  90%|████████▉ | 3597/4000 [16:12<01:20,  5.02it/s]

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overall:  90%|████████▉ | 3598/4000 [16:12<01:18,  5.12it/s]

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train:   3%|▎         | 121/3515 [00:25<13:46,  4.11it/s]
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overall:  91%|█████████ | 3639/4000 [16:21<01:20,  4.51it/s]

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overall:  91%|█████████ | 3640/4000 [16:21<01:18,  4.56it/s]

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overall:  92%|█████████▏| 3661/4000 [16:25<01:15,  4.50it/s]

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overall:  92%|█████████▏| 3662/4000 [16:25<01:13,  4.62it/s]

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overall:  92%|█████████▏| 3664/4000 [16:26<01:01,  5.45it/s]

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overall:  92%|█████████▏| 3665/4000 [16:26<01:03,  5.25it/s]

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overall:  92%|█████████▏| 3666/4000 [16:26<01:05,  5.13it/s]

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overall:  92%|█████████▏| 3668/4000 [16:26<00:47,  7.00it/s]

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overall:  92%|█████████▏| 3669/4000 [16:26<00:51,  6.42it/s]

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overall:  92%|█████████▏| 3670/4000 [16:27<00:56,  5.86it/s]

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overall:  92%|█████████▏| 3672/4000 [16:27<01:12,  4.54it/s]

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overall:  92%|█████████▏| 3674/4000 [16:27<01:00,  5.42it/s]

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overall:  92%|█████████▏| 3675/4000 [16:28<01:01,  5.27it/s]

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overall:  99%|█████████▉| 3963/4000 [17:27<00:07,  4.97it/s]

train:  13%|█▎        | 448/3515 [01:32<10:16,  4.97it/s]
overall:  99%|█████████▉| 3964/4000 [17:27<00:06,  5.31it/s]

train:  13%|█▎        | 449/3515 [01:32<09:37,  5.31it/s]
overall:  99%|█████████▉| 3965/4000 [17:27<00:06,  5.27it/s]

train:  13%|█▎        | 450/3515 [01:32<09:41,  5.27it/s]
overall:  99%|█████████▉| 3966/4000 [17:27<00:06,  5.34it/s]

train:  13%|█▎        | 451/3515 [01:32<09:34,  5.34it/s]
overall:  99%|█████████▉| 3967/4000 [17:27<00:06,  5.14it/s]

train:  13%|█▎        | 452/3515 [01:33<09:55,  5.14it/s]
overall:  99%|█████████▉| 3968/4000 [17:28<00:06,  4.86it/s]

train:  13%|█▎        | 453/3515 [01:33<10:30,  4.86it/s]
overall:  99%|█████████▉| 3969/4000 [17:28<00:06,  4.82it/s]

train:  13%|█▎        | 454/3515 [01:33<10:34,  4.82it/s]
overall:  99%|█████████▉| 3970/4000 [17:28<00:06,  4.83it/s]

train:  13%|█▎        | 455/3515 [01:33<10:33,  4.83it/s]
overall:  99%|█████████▉| 3971/4000 [17:28<00:06,  4.63it/s]

train:  13%|█▎        | 456/3515 [01:33<11:00,  4.63it/s]
overall:  99%|█████████▉| 3972/4000 [17:29<00:06,  4.14it/s]

train:  13%|█▎        | 457/3515 [01:34<12:19,  4.14it/s]
overall:  99%|█████████▉| 3973/4000 [17:29<00:05,  4.97it/s]

train:  13%|█▎        | 458/3515 [01:34<10:15,  4.97it/s]
overall:  99%|█████████▉| 3974/4000 [17:29<00:05,  4.93it/s]

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overall:  99%|█████████▉| 3975/4000 [17:29<00:05,  4.90it/s]

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train:  13%|█▎        | 463/3515 [01:35<09:28,  5.37it/s]
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overall: 100%|█████████▉| 3998/4000 [17:34<00:00,  5.18it/s]

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overall: 100%|█████████▉| 3999/4000 [17:34<00:00,  5.25it/s]

train:  14%|█▍        | 484/3515 [01:39<09:37,  5.25it/s]train loss: 2.3015894889831543
train per: 0.6081628519343731
train loss: 2.2822656631469727
train per: 0.611339215514982
train loss: 2.2785329818725586
train per: 0.6069037497136166
train loss: 2.335197687149048
train per: 0.6142080378250591
train loss: 2.3338463306427
train per: 0.6202804472956868
train loss: 2.310777187347412
train per: 0.6131289074129205
train loss: 2.2977938652038574
train per: 0.60592082616179
train loss: 2.2942748069763184
train per: 0.6082495277962121
train loss: 2.3158745765686035
train per: 0.6181984919502751
train loss: 2.2953920364379883
train per: 0.6116732923744127
train loss: 2.3373448848724365
train per: 0.616720022904141
train loss: 2.3343167304992676
train per: 0.6142793395805444
train loss: 2.2698049545288086
train per: 0.603528670447385
train loss: 2.300233840942383
train per: 0.6083426870970268
train loss: 2.344733238220215
train per: 0.6194173758774072
train loss: 2.292980670928955
train per: 0.6120547388732323
train loss: 2.2831625938415527
train per: 0.6132210235948968
train loss: 2.2961812019348145
train per: 0.609616390169701
train loss: 2.289576292037964
train per: 0.6088468939655598
train loss: 2.2831978797912598
train per: 0.6065895548545391
train loss: 2.294564962387085
train per: 0.6115944240944241
train loss: 2.2921414375305176
train per: 0.6073461283917935
train loss: 2.317683458328247
train per: 0.6125688138986202
train loss: 2.2885725498199463
train per: 0.6110678856253647
train loss: 2.276782989501953
train per: 0.6049190072819141
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:   8%|▊         | 207/2703 [00:00<00:01, 2066.41it/s]


word -> phonemes:  16%|█▌        | 419/2703 [00:00<00:01, 2095.72it/s]


word -> phonemes:  23%|██▎       | 629/2703 [00:00<00:01, 2060.08it/s]


word -> phonemes:  31%|███       | 836/2703 [00:00<00:00, 2062.67it/s]


word -> phonemes:  39%|███▊      | 1045/2703 [00:00<00:00, 2071.23it/s]


word -> phonemes:  46%|████▋     | 1253/2703 [00:00<00:00, 2069.89it/s]


word -> phonemes:  54%|█████▍    | 1462/2703 [00:00<00:00, 2072.55it/s]


word -> phonemes:  62%|██████▏   | 1680/2703 [00:00<00:00, 2104.78it/s]


word -> phonemes:  70%|███████   | 1899/2703 [00:00<00:00, 2130.39it/s]


word -> phonemes:  78%|███████▊  | 2113/2703 [00:01<00:00, 2092.18it/s]


word -> phonemes:  86%|████████▌ | 2323/2703 [00:01<00:00, 2069.91it/s]


word -> phonemes:  94%|█████████▎| 2531/2703 [00:01<00:00, 2036.30it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2056.52it/s]



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dev: 100%|██████████| 2703/2703 [01:17<00:00, 34.74it/s]

                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [18:54<00:00,  5.25it/s]

train:  14%|█▍        | 484/3515 [03:00<09:37,  5.25it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [18:54<00:00,  5.25it/s]

train:  14%|█▍        | 484/3515 [03:00<09:37,  5.25it/s]
overall: 100%|██████████| 4000/4000 [18:54<00:00, 21.98s/it]

train:  14%|█▍        | 485/3515 [03:00<18:30:06, 21.98s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [03:00<18:47,  2.69it/s]   

overall: 100%|██████████| 4000/4000 [18:55<00:00,  3.52it/s]
dev loss: 2.6030263900756836
dev per: 0.6571383975026015
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt