/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")
/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_400k {'model_config': None, 'refresh': False}
Loading model from Local mert_test_8x_400k
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.


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

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word -> phonemes:  20%|█▉        | 699/3515 [00:00<00:00, 3504.59it/s]

word -> phonemes:  31%|███       | 1083/3515 [00:00<00:00, 3647.80it/s]

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word -> phonemes:  56%|█████▌    | 1972/3515 [00:00<00:00, 4122.25it/s]

word -> phonemes:  68%|██████▊   | 2386/3515 [00:00<00:00, 4127.27it/s]

word -> phonemes:  80%|███████▉  | 2799/3515 [00:00<00:00, 4116.60it/s]

word -> phonemes:  92%|█████████▏| 3217/3515 [00:00<00:00, 4130.74it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4006.53it/s]


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overall:   3%|▎         | 131/4000 [00:29<12:58,  4.97it/s]

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overall:   3%|▎         | 132/4000 [00:29<12:14,  5.27it/s]

train:   4%|▍         | 132/3515 [00:26<10:42,  5.27it/s]
overall:   3%|▎         | 133/4000 [00:29<12:59,  4.96it/s]

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train:   4%|▍         | 134/3515 [00:27<11:18,  4.99it/s]
overall:   3%|▎         | 135/4000 [00:29<12:31,  5.14it/s]

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overall:   3%|▎         | 136/4000 [00:30<12:24,  5.19it/s]

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train:   4%|▍         | 153/3515 [00:30<11:00,  5.09it/s]
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train:   4%|▍         | 154/3515 [00:31<11:21,  4.94it/s]
overall:   4%|▍         | 155/4000 [00:33<12:55,  4.96it/s]

train:   4%|▍         | 155/3515 [00:31<11:17,  4.96it/s]
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train:   4%|▍         | 157/3515 [00:31<10:10,  5.50it/s]
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train:   4%|▍         | 158/3515 [00:31<10:20,  5.41it/s]
overall:   4%|▍         | 159/4000 [00:34<12:11,  5.25it/s]

train:   5%|▍         | 159/3515 [00:32<10:39,  5.25it/s]
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train:   5%|▍         | 160/3515 [00:32<10:49,  5.17it/s]
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train:   5%|▍         | 161/3515 [00:32<10:59,  5.09it/s]
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train:   5%|▍         | 162/3515 [00:32<10:57,  5.10it/s]
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train:   5%|▍         | 163/3515 [00:32<11:05,  5.04it/s]
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train:   5%|▍         | 164/3515 [00:33<11:07,  5.02it/s]
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train:   5%|▍         | 165/3515 [00:33<11:04,  5.04it/s]
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train:   5%|▍         | 166/3515 [00:33<11:12,  4.98it/s]
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train:   5%|▍         | 167/3515 [00:33<11:15,  4.95it/s]
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train:   5%|▍         | 168/3515 [00:33<11:17,  4.94it/s]
overall:   4%|▍         | 169/4000 [00:36<14:20,  4.45it/s]

train:   5%|▍         | 169/3515 [00:34<12:31,  4.45it/s]
overall:   4%|▍         | 170/4000 [00:36<16:13,  3.93it/s]

train:   5%|▍         | 170/3515 [00:34<14:10,  3.93it/s]
overall:   4%|▍         | 171/4000 [00:36<14:54,  4.28it/s]

train:   5%|▍         | 171/3515 [00:34<13:00,  4.28it/s]
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train:   5%|▍         | 173/3515 [00:34<09:31,  5.85it/s]
overall:   4%|▍         | 174/4000 [00:37<11:17,  5.64it/s]

train:   5%|▍         | 174/3515 [00:35<09:52,  5.64it/s]
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train:   5%|▍         | 175/3515 [00:35<10:19,  5.39it/s]
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train:   5%|▌         | 176/3515 [00:35<10:37,  5.24it/s]
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train:   5%|▌         | 177/3515 [00:35<11:51,  4.69it/s]
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train:   5%|▌         | 178/3515 [00:36<12:17,  4.53it/s]
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train:   5%|▌         | 179/3515 [00:36<12:02,  4.62it/s]
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train:   5%|▌         | 180/3515 [00:36<11:39,  4.77it/s]
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train:   5%|▌         | 181/3515 [00:36<12:03,  4.61it/s]
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train:   5%|▌         | 182/3515 [00:36<11:59,  4.63it/s]
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train:   5%|▌         | 183/3515 [00:37<11:46,  4.71it/s]
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train:   5%|▌         | 184/3515 [00:37<10:16,  5.40it/s]
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train:   5%|▌         | 185/3515 [00:37<10:22,  5.35it/s]
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train:   5%|▌         | 186/3515 [00:37<10:42,  5.18it/s]
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train:   5%|▌         | 187/3515 [00:37<10:46,  5.15it/s]
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train:   5%|▌         | 188/3515 [00:37<10:44,  5.16it/s]
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train:   5%|▌         | 189/3515 [00:38<10:56,  5.06it/s]
overall:   5%|▍         | 190/4000 [00:40<13:20,  4.76it/s]

train:   5%|▌         | 190/3515 [00:38<11:38,  4.76it/s]
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train:   5%|▌         | 191/3515 [00:38<11:24,  4.86it/s]
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train:   5%|▌         | 192/3515 [00:38<11:21,  4.87it/s]
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train:   5%|▌         | 193/3515 [00:39<12:23,  4.47it/s]
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train:   6%|▌         | 194/3515 [00:39<14:09,  3.91it/s]
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train:   6%|▌         | 195/3515 [00:39<12:41,  4.36it/s]
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train:   6%|▌         | 197/3515 [00:39<09:59,  5.54it/s]
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train:   6%|▌         | 198/3515 [00:40<10:19,  5.35it/s]
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train:   6%|▌         | 200/3515 [00:40<09:07,  6.06it/s]
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train:   6%|▌         | 202/3515 [00:40<11:02,  5.00it/s]
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overall:  13%|█▎        | 510/4000 [01:45<11:28,  5.07it/s]

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overall:  13%|█▎        | 511/4000 [01:46<11:25,  5.09it/s]

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overall:  13%|█▎        | 512/4000 [01:46<11:28,  5.07it/s]

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overall:  13%|█▎        | 513/4000 [01:46<12:19,  4.71it/s]

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overall:  13%|█▎        | 514/4000 [01:46<12:39,  4.59it/s]

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overall:  13%|█▎        | 515/4000 [01:46<12:17,  4.72it/s]

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overall:  13%|█▎        | 516/4000 [01:47<12:06,  4.79it/s]

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overall:  13%|█▎        | 517/4000 [01:47<11:01,  5.26it/s]

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overall:  13%|█▎        | 518/4000 [01:47<11:18,  5.13it/s]

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overall:  13%|█▎        | 519/4000 [01:47<11:26,  5.07it/s]

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overall:  13%|█▎        | 520/4000 [01:47<11:54,  4.87it/s]

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overall:  13%|█▎        | 521/4000 [01:48<11:53,  4.88it/s]

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overall:  13%|█▎        | 522/4000 [01:48<12:07,  4.78it/s]

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overall:  13%|█▎        | 523/4000 [01:48<11:09,  5.19it/s]

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overall:  13%|█▎        | 524/4000 [01:48<11:17,  5.13it/s]

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overall:  13%|█▎        | 525/4000 [01:48<11:22,  5.09it/s]

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overall:  13%|█▎        | 526/4000 [01:49<11:49,  4.90it/s]

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overall:  13%|█▎        | 527/4000 [01:49<11:29,  5.04it/s]

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overall:  13%|█▎        | 528/4000 [01:49<11:22,  5.09it/s]

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overall:  13%|█▎        | 529/4000 [01:49<12:34,  4.60it/s]

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overall:  13%|█▎        | 530/4000 [01:50<15:28,  3.74it/s]

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overall:  13%|█▎        | 531/4000 [01:50<14:10,  4.08it/s]

train:  15%|█▌        | 531/3515 [01:48<12:11,  4.08it/s]
overall:  13%|█▎        | 532/4000 [01:50<13:28,  4.29it/s]

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overall:  13%|█▎        | 533/4000 [01:50<12:47,  4.52it/s]

train:  15%|█▌        | 533/3515 [01:48<11:00,  4.52it/s]
overall:  13%|█▎        | 534/4000 [01:50<11:04,  5.22it/s]

train:  15%|█▌        | 534/3515 [01:48<09:31,  5.22it/s]
overall:  13%|█▎        | 535/4000 [01:51<11:10,  5.17it/s]

train:  15%|█▌        | 535/3515 [01:48<09:36,  5.17it/s]
overall:  13%|█▎        | 536/4000 [01:51<10:37,  5.43it/s]

train:  15%|█▌        | 536/3515 [01:48<09:08,  5.43it/s]
overall:  13%|█▎        | 537/4000 [01:51<11:58,  4.82it/s]

train:  15%|█▌        | 537/3515 [01:49<10:17,  4.82it/s]
overall:  13%|█▎        | 538/4000 [01:51<10:47,  5.35it/s]

train:  15%|█▌        | 538/3515 [01:49<09:16,  5.35it/s]
overall:  13%|█▎        | 539/4000 [01:51<11:04,  5.21it/s]

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overall:  14%|█▎        | 540/4000 [01:52<11:16,  5.11it/s]

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overall:  14%|█▎        | 541/4000 [01:52<11:46,  4.90it/s]

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overall:  14%|█▎        | 542/4000 [01:52<11:52,  4.85it/s]

train:  15%|█▌        | 542/3515 [01:50<10:12,  4.85it/s]
overall:  14%|█▎        | 543/4000 [01:52<11:42,  4.92it/s]

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overall:  14%|█▎        | 544/4000 [01:52<11:45,  4.90it/s]

train:  15%|█▌        | 544/3515 [01:50<10:06,  4.90it/s]
overall:  14%|█▎        | 545/4000 [01:53<11:39,  4.94it/s]

train:  16%|█▌        | 545/3515 [01:50<10:01,  4.94it/s]
overall:  14%|█▎        | 546/4000 [01:53<11:44,  4.90it/s]

train:  16%|█▌        | 546/3515 [01:51<10:05,  4.90it/s]
overall:  14%|█▎        | 547/4000 [01:53<11:23,  5.06it/s]

train:  16%|█▌        | 547/3515 [01:51<09:47,  5.06it/s]
overall:  14%|█▎        | 548/4000 [01:53<11:18,  5.09it/s]

train:  16%|█▌        | 548/3515 [01:51<09:43,  5.09it/s]
overall:  14%|█▎        | 549/4000 [01:53<11:23,  5.05it/s]

train:  16%|█▌        | 549/3515 [01:51<09:47,  5.05it/s]
overall:  14%|█▍        | 550/4000 [01:54<11:25,  5.03it/s]

train:  16%|█▌        | 550/3515 [01:51<09:49,  5.03it/s]
overall:  14%|█▍        | 551/4000 [01:54<11:38,  4.94it/s]

train:  16%|█▌        | 551/3515 [01:52<10:00,  4.94it/s]
overall:  14%|█▍        | 552/4000 [01:54<11:37,  4.94it/s]

train:  16%|█▌        | 552/3515 [01:52<09:59,  4.94it/s]
overall:  14%|█▍        | 553/4000 [01:54<12:53,  4.46it/s]

train:  16%|█▌        | 553/3515 [01:52<11:04,  4.46it/s]
overall:  14%|█▍        | 554/4000 [01:55<15:11,  3.78it/s]

train:  16%|█▌        | 554/3515 [01:52<13:03,  3.78it/s]
overall:  14%|█▍        | 555/4000 [01:55<14:14,  4.03it/s]

train:  16%|█▌        | 555/3515 [01:53<12:14,  4.03it/s]
overall:  14%|█▍        | 556/4000 [01:55<13:28,  4.26it/s]

train:  16%|█▌        | 556/3515 [01:53<11:34,  4.26it/s]
overall:  14%|█▍        | 557/4000 [01:55<12:09,  4.72it/s]

train:  16%|█▌        | 557/3515 [01:53<10:26,  4.72it/s]
overall:  14%|█▍        | 558/4000 [01:55<11:58,  4.79it/s]

train:  16%|█▌        | 558/3515 [01:53<10:17,  4.79it/s]
overall:  14%|█▍        | 559/4000 [01:56<11:28,  5.00it/s]

train:  16%|█▌        | 559/3515 [01:53<09:51,  5.00it/s]
overall:  14%|█▍        | 560/4000 [01:56<11:39,  4.92it/s]

train:  16%|█▌        | 560/3515 [01:54<10:00,  4.92it/s]
overall:  14%|█▍        | 561/4000 [01:56<12:23,  4.62it/s]

train:  16%|█▌        | 561/3515 [01:54<10:39,  4.62it/s]
overall:  14%|█▍        | 562/4000 [01:56<12:26,  4.60it/s]

train:  16%|█▌        | 562/3515 [01:54<10:41,  4.60it/s]
overall:  14%|█▍        | 563/4000 [01:56<12:07,  4.73it/s]

train:  16%|█▌        | 563/3515 [01:54<10:24,  4.73it/s]
overall:  14%|█▍        | 564/4000 [01:57<11:47,  4.86it/s]

train:  16%|█▌        | 564/3515 [01:54<10:07,  4.85it/s]
overall:  14%|█▍        | 565/4000 [01:57<12:09,  4.71it/s]

train:  16%|█▌        | 565/3515 [01:55<10:26,  4.71it/s]
overall:  14%|█▍        | 566/4000 [01:57<12:00,  4.77it/s]

train:  16%|█▌        | 566/3515 [01:55<10:18,  4.77it/s]
overall:  14%|█▍        | 567/4000 [01:57<10:32,  5.43it/s]

train:  16%|█▌        | 567/3515 [01:55<09:03,  5.43it/s]
overall:  14%|█▍        | 568/4000 [01:57<10:59,  5.21it/s]

train:  16%|█▌        | 568/3515 [01:55<09:26,  5.21it/s]
overall:  14%|█▍        | 569/4000 [01:58<11:10,  5.12it/s]

train:  16%|█▌        | 569/3515 [01:55<09:35,  5.12it/s]
overall:  14%|█▍        | 571/4000 [01:58<08:37,  6.63it/s]

train:  16%|█▌        | 571/3515 [01:56<07:24,  6.63it/s]
overall:  14%|█▍        | 572/4000 [01:58<09:19,  6.12it/s]

train:  16%|█▋        | 572/3515 [01:56<08:00,  6.12it/s]
overall:  14%|█▍        | 573/4000 [01:58<09:42,  5.89it/s]

train:  16%|█▋        | 573/3515 [01:56<08:19,  5.89it/s]
overall:  14%|█▍        | 574/4000 [01:58<10:23,  5.50it/s]

train:  16%|█▋        | 574/3515 [01:56<08:55,  5.50it/s]
overall:  14%|█▍        | 575/4000 [01:59<09:37,  5.93it/s]

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overall:  14%|█▍        | 576/4000 [01:59<10:09,  5.62it/s]

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overall:  14%|█▍        | 577/4000 [01:59<10:00,  5.70it/s]

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overall:  14%|█▍        | 578/4000 [01:59<13:23,  4.26it/s]

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overall:  14%|█▍        | 579/4000 [01:59<12:47,  4.46it/s]

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overall:  14%|█▍        | 580/4000 [02:00<12:20,  4.62it/s]

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overall:  15%|█▍        | 581/4000 [02:00<11:58,  4.76it/s]

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overall:  15%|█▍        | 582/4000 [02:00<11:45,  4.85it/s]

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overall:  15%|█▍        | 583/4000 [02:00<11:51,  4.80it/s]

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overall:  15%|█▍        | 584/4000 [02:00<11:19,  5.03it/s]

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overall:  15%|█▍        | 585/4000 [02:01<12:05,  4.71it/s]

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overall:  15%|█▍        | 586/4000 [02:01<12:23,  4.59it/s]

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overall:  15%|█▍        | 587/4000 [02:01<12:11,  4.67it/s]

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overall:  15%|█▍        | 588/4000 [02:01<11:56,  4.76it/s]

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overall:  15%|█▍        | 589/4000 [02:02<12:14,  4.64it/s]

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overall:  15%|█▍        | 590/4000 [02:02<12:09,  4.67it/s]

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overall:  15%|█▍        | 591/4000 [02:02<12:09,  4.67it/s]

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overall:  15%|█▍        | 592/4000 [02:02<11:43,  4.84it/s]

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overall:  15%|█▍        | 593/4000 [02:02<10:59,  5.17it/s]

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overall:  15%|█▍        | 594/4000 [02:03<11:08,  5.10it/s]

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overall:  15%|█▍        | 595/4000 [02:03<11:19,  5.01it/s]

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overall:  15%|█▍        | 596/4000 [02:03<11:17,  5.02it/s]

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overall:  15%|█▍        | 597/4000 [02:03<11:23,  4.98it/s]

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overall:  15%|█▍        | 598/4000 [02:03<11:19,  5.00it/s]

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overall:  15%|█▌        | 600/4000 [02:04<11:21,  4.99it/s]

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overall:  15%|█▌        | 601/4000 [02:04<12:20,  4.59it/s]

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overall:  15%|█▌        | 602/4000 [02:04<14:59,  3.78it/s]

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overall:  15%|█▌        | 603/4000 [02:05<13:18,  4.25it/s]

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overall:  15%|█▌        | 604/4000 [02:05<12:37,  4.48it/s]

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overall:  15%|█▌        | 605/4000 [02:05<12:18,  4.60it/s]

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overall:  15%|█▌        | 606/4000 [02:05<11:43,  4.82it/s]

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overall:  15%|█▌        | 608/4000 [02:06<11:10,  5.06it/s]

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overall:  15%|█▌        | 610/4000 [02:06<12:24,  4.55it/s]

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overall:  15%|█▌        | 617/4000 [02:07<11:09,  5.05it/s]

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train:  28%|██▊       | 997/3515 [03:22<08:51,  4.74it/s]
overall:  25%|██▍       | 998/4000 [03:24<10:36,  4.72it/s]

train:  28%|██▊       | 998/3515 [03:22<08:53,  4.72it/s]
overall:  25%|██▍       | 999/4000 [03:25<10:07,  4.94it/s]

train:  28%|██▊       | 999/3515 [03:22<08:29,  4.94it/s]train loss: 3.9029793739318848
train per: 0.9065923763092336
train loss: 2.524203300476074
train per: 0.6496253292754661
train loss: 2.284107208251953
train per: 0.6006022376242764
train loss: 2.232912540435791
train per: 0.5811963635437623
train loss: 2.203230381011963
train per: 0.5737800065004411
train loss: 2.1647467613220215
train per: 0.5663350363000806
train loss: 2.0766823291778564
train per: 0.5517611474290175
train loss: 2.198685884475708
train per: 0.5688051451047093
train loss: 2.0478103160858154
train per: 0.5444990511410637
train loss: 2.049426317214966
train per: 0.5393258426966292
train loss: 2.1179158687591553
train per: 0.5569100339643506
train loss: 2.0440328121185303
train per: 0.5419680903775642
train loss: 2.102485179901123
train per: 0.5518248175182482
train loss: 2.0315120220184326
train per: 0.5338738214149739
train loss: 1.9668534994125366
train per: 0.5222622495349768
train loss: 1.9900274276733398
train per: 0.5299441600744532
train loss: 1.9710731506347656
train per: 0.5293757649938801
train loss: 2.0101373195648193
train per: 0.5297407645627674
train loss: 2.0449059009552
train per: 0.5379424321718772
train loss: 1.9933598041534424
train per: 0.5344645284728866
train loss: 1.992600440979004
train per: 0.5311105082739401
train loss: 2.017751693725586
train per: 0.5349707426103116
train loss: 2.011730909347534
train per: 0.5260222231982081
train loss: 2.013378620147705
train per: 0.5312597574156359
train loss: 1.9777456521987915
train per: 0.52102189130144
train loss: 1.9266055822372437
train per: 0.5139057456423499
train loss: 1.9632126092910767
train per: 0.5186317034700315
train loss: 1.927185297012329
train per: 0.5132025607727884
train loss: 1.9375154972076416
train per: 0.5170448603994562
train loss: 1.9549640417099
train per: 0.5241695793803648
train loss: 1.9816735982894897
train per: 0.5243173139275163
train loss: 1.9223830699920654
train per: 0.5113653064223779
train loss: 1.9634466171264648
train per: 0.5234037744377896
train loss: 1.9569387435913086
train per: 0.5189699080089393
train loss: 1.9495233297348022
train per: 0.5215068418470261
train loss: 1.9687554836273193
train per: 0.5301356249269262
train loss: 2.008226156234741
train per: 0.5226803640116333
train loss: 1.98516047000885
train per: 0.524295010845987
train loss: 1.9949777126312256
train per: 0.5262446552317295
train loss: 1.9712520837783813
train per: 0.5227161243605616
train loss: 1.9485830068588257
train per: 0.5199629335451417
train loss: 1.9554522037506104
train per: 0.5214375443770823
train loss: 1.9626916646957397
train per: 0.5167671584348942
train loss: 2.002389669418335
train per: 0.5278542735150704
train loss: 1.9340461492538452
train per: 0.5164879525671755
train loss: 1.936611533164978
train per: 0.5142661179698217
train loss: 1.9837589263916016
train per: 0.5313598759048604
train loss: 1.9599460363388062
train per: 0.5249318322939446
train loss: 1.9272369146347046
train per: 0.514503389948976
train loss: 1.9079498052597046
train per: 0.5073992637794303
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  13%|█▎        | 344/2703 [00:00<00:00, 3438.65it/s]


word -> phonemes:  32%|███▏      | 857/2703 [00:00<00:00, 4432.73it/s]


word -> phonemes:  51%|█████     | 1378/2703 [00:00<00:00, 4785.03it/s]


word -> phonemes:  71%|███████   | 1921/2703 [00:00<00:00, 5027.97it/s]


word -> phonemes:  90%|████████▉ | 2424/2703 [00:00<00:00, 5012.74it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 4840.95it/s]



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overall:  47%|████▋     | 1867/4000 [08:02<06:51,  5.18it/s]

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overall:  47%|████▋     | 1868/4000 [08:02<08:20,  4.26it/s]

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overall:  47%|████▋     | 1869/4000 [08:03<08:01,  4.42it/s]

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overall:  47%|████▋     | 1870/4000 [08:03<07:49,  4.54it/s]

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overall:  47%|████▋     | 1871/4000 [08:03<07:21,  4.82it/s]

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overall:  47%|████▋     | 1872/4000 [08:03<07:01,  5.05it/s]

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overall:  47%|████▋     | 1873/4000 [08:03<07:02,  5.03it/s]

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overall:  47%|████▋     | 1874/4000 [08:04<07:54,  4.48it/s]

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overall:  47%|████▋     | 1875/4000 [08:04<07:46,  4.55it/s]

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overall:  47%|████▋     | 1876/4000 [08:04<07:21,  4.82it/s]

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overall:  47%|████▋     | 1877/4000 [08:04<07:08,  4.96it/s]

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overall:  47%|████▋     | 1878/4000 [08:04<07:15,  4.87it/s]

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overall:  47%|████▋     | 1879/4000 [08:05<07:08,  4.95it/s]

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overall:  47%|████▋     | 1882/4000 [08:05<08:04,  4.37it/s]

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overall:  47%|████▋     | 1883/4000 [08:06<07:50,  4.50it/s]

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overall:  47%|████▋     | 1884/4000 [08:06<07:39,  4.61it/s]

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overall:  47%|████▋     | 1886/4000 [08:06<07:48,  4.51it/s]

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overall:  47%|████▋     | 1887/4000 [08:06<07:34,  4.65it/s]

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overall:  47%|████▋     | 1889/4000 [08:07<07:19,  4.80it/s]

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overall:  47%|████▋     | 1890/4000 [08:07<06:47,  5.18it/s]

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overall:  47%|████▋     | 1891/4000 [08:07<06:58,  5.04it/s]

train:  54%|█████▍    | 1891/3515 [08:05<05:22,  5.04it/s]
overall:  47%|████▋     | 1892/4000 [08:08<08:43,  4.03it/s]

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overall:  47%|████▋     | 1893/4000 [08:08<08:18,  4.22it/s]

train:  54%|█████▍    | 1893/3515 [08:06<06:23,  4.22it/s]
overall:  47%|████▋     | 1894/4000 [08:08<07:59,  4.40it/s]

train:  54%|█████▍    | 1894/3515 [08:06<06:08,  4.40it/s]
overall:  47%|████▋     | 1895/4000 [08:08<07:22,  4.76it/s]

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overall:  47%|████▋     | 1897/4000 [08:08<06:28,  5.41it/s]

train:  54%|█████▍    | 1897/3515 [08:06<04:58,  5.41it/s]
overall:  47%|████▋     | 1898/4000 [08:09<07:15,  4.83it/s]

train:  54%|█████▍    | 1898/3515 [08:06<05:34,  4.83it/s]
overall:  47%|████▋     | 1899/4000 [08:09<07:16,  4.81it/s]

train:  54%|█████▍    | 1899/3515 [08:07<05:35,  4.81it/s]
overall:  48%|████▊     | 1900/4000 [08:09<07:22,  4.75it/s]

train:  54%|█████▍    | 1900/3515 [08:07<05:39,  4.75it/s]
overall:  48%|████▊     | 1901/4000 [08:09<07:08,  4.90it/s]

train:  54%|█████▍    | 1901/3515 [08:07<05:29,  4.90it/s]
overall:  48%|████▊     | 1902/4000 [08:09<06:28,  5.41it/s]

train:  54%|█████▍    | 1902/3515 [08:07<04:58,  5.41it/s]
overall:  48%|████▊     | 1903/4000 [08:10<06:44,  5.19it/s]

train:  54%|█████▍    | 1903/3515 [08:07<05:10,  5.19it/s]
overall:  48%|████▊     | 1904/4000 [08:10<06:49,  5.11it/s]

train:  54%|█████▍    | 1904/3515 [08:08<05:15,  5.11it/s]
overall:  48%|████▊     | 1905/4000 [08:10<06:28,  5.40it/s]

train:  54%|█████▍    | 1905/3515 [08:08<04:58,  5.40it/s]
overall:  48%|████▊     | 1906/4000 [08:10<06:59,  4.99it/s]

train:  54%|█████▍    | 1906/3515 [08:08<05:22,  4.99it/s]
overall:  48%|████▊     | 1907/4000 [08:10<06:16,  5.56it/s]

train:  54%|█████▍    | 1907/3515 [08:08<04:49,  5.56it/s]
overall:  48%|████▊     | 1908/4000 [08:11<06:25,  5.43it/s]

train:  54%|█████▍    | 1908/3515 [08:08<04:56,  5.43it/s]
overall:  48%|████▊     | 1909/4000 [08:11<06:57,  5.01it/s]

train:  54%|█████▍    | 1909/3515 [08:09<05:20,  5.01it/s]
overall:  48%|████▊     | 1910/4000 [08:11<07:06,  4.90it/s]

train:  54%|█████▍    | 1910/3515 [08:09<05:27,  4.90it/s]
overall:  48%|████▊     | 1911/4000 [08:11<06:12,  5.60it/s]

train:  54%|█████▍    | 1911/3515 [08:09<04:46,  5.60it/s]
overall:  48%|████▊     | 1913/4000 [08:11<05:43,  6.07it/s]

train:  54%|█████▍    | 1913/3515 [08:09<04:23,  6.07it/s]
overall:  48%|████▊     | 1914/4000 [08:12<05:51,  5.94it/s]

train:  54%|█████▍    | 1914/3515 [08:09<04:29,  5.94it/s]
overall:  48%|████▊     | 1915/4000 [08:12<06:17,  5.53it/s]

train:  54%|█████▍    | 1915/3515 [08:10<04:49,  5.53it/s]
overall:  48%|████▊     | 1916/4000 [08:12<07:09,  4.85it/s]

train:  55%|█████▍    | 1916/3515 [08:10<05:29,  4.85it/s]
overall:  48%|████▊     | 1917/4000 [08:12<07:11,  4.82it/s]

train:  55%|█████▍    | 1917/3515 [08:10<05:31,  4.82it/s]
overall:  48%|████▊     | 1918/4000 [08:13<06:58,  4.97it/s]

train:  55%|█████▍    | 1918/3515 [08:10<05:21,  4.97it/s]
overall:  48%|████▊     | 1919/4000 [08:13<07:03,  4.92it/s]

train:  55%|█████▍    | 1919/3515 [08:11<05:24,  4.92it/s]
overall:  48%|████▊     | 1920/4000 [08:13<07:05,  4.89it/s]

train:  55%|█████▍    | 1920/3515 [08:11<05:26,  4.89it/s]
overall:  48%|████▊     | 1921/4000 [08:13<07:08,  4.85it/s]

train:  55%|█████▍    | 1921/3515 [08:11<05:28,  4.85it/s]
overall:  48%|████▊     | 1922/4000 [08:13<07:53,  4.39it/s]

train:  55%|█████▍    | 1922/3515 [08:11<06:02,  4.39it/s]
overall:  48%|████▊     | 1923/4000 [08:14<07:30,  4.61it/s]

train:  55%|█████▍    | 1923/3515 [08:11<05:45,  4.61it/s]
overall:  48%|████▊     | 1924/4000 [08:14<07:25,  4.66it/s]

train:  55%|█████▍    | 1924/3515 [08:12<05:41,  4.66it/s]
overall:  48%|████▊     | 1925/4000 [08:14<06:53,  5.02it/s]

train:  55%|█████▍    | 1925/3515 [08:12<05:16,  5.02it/s]
overall:  48%|████▊     | 1926/4000 [08:14<06:52,  5.03it/s]

train:  55%|█████▍    | 1926/3515 [08:12<05:16,  5.03it/s]
overall:  48%|████▊     | 1927/4000 [08:14<06:49,  5.06it/s]

train:  55%|█████▍    | 1927/3515 [08:12<05:13,  5.06it/s]
overall:  48%|████▊     | 1929/4000 [08:15<06:32,  5.28it/s]

train:  55%|█████▍    | 1929/3515 [08:13<05:00,  5.28it/s]
overall:  48%|████▊     | 1930/4000 [08:15<07:02,  4.90it/s]

train:  55%|█████▍    | 1930/3515 [08:13<05:23,  4.90it/s]
overall:  48%|████▊     | 1931/4000 [08:15<07:07,  4.84it/s]

train:  55%|█████▍    | 1931/3515 [08:13<05:26,  4.84it/s]
overall:  48%|████▊     | 1932/4000 [08:15<07:07,  4.84it/s]

train:  55%|█████▍    | 1932/3515 [08:13<05:27,  4.84it/s]
overall:  48%|████▊     | 1933/4000 [08:16<07:16,  4.74it/s]

train:  55%|█████▍    | 1933/3515 [08:13<05:33,  4.74it/s]
overall:  48%|████▊     | 1934/4000 [08:16<07:15,  4.74it/s]

train:  55%|█████▌    | 1934/3515 [08:14<05:33,  4.74it/s]
overall:  48%|████▊     | 1935/4000 [08:16<07:16,  4.73it/s]

train:  55%|█████▌    | 1935/3515 [08:14<05:34,  4.73it/s]
overall:  48%|████▊     | 1936/4000 [08:16<06:12,  5.55it/s]

train:  55%|█████▌    | 1936/3515 [08:14<04:44,  5.55it/s]
overall:  48%|████▊     | 1937/4000 [08:16<06:16,  5.49it/s]

train:  55%|█████▌    | 1937/3515 [08:14<04:47,  5.49it/s]
overall:  48%|████▊     | 1938/4000 [08:17<06:22,  5.40it/s]

train:  55%|█████▌    | 1938/3515 [08:14<04:52,  5.40it/s]
overall:  48%|████▊     | 1939/4000 [08:17<06:40,  5.14it/s]

train:  55%|█████▌    | 1939/3515 [08:15<05:06,  5.14it/s]
overall:  48%|████▊     | 1940/4000 [08:17<08:09,  4.21it/s]

train:  55%|█████▌    | 1940/3515 [08:15<06:14,  4.21it/s]
overall:  49%|████▊     | 1941/4000 [08:17<07:32,  4.55it/s]

train:  55%|█████▌    | 1941/3515 [08:15<05:46,  4.55it/s]
overall:  49%|████▊     | 1942/4000 [08:18<07:24,  4.63it/s]

train:  55%|█████▌    | 1942/3515 [08:15<05:39,  4.63it/s]
overall:  49%|████▊     | 1943/4000 [08:18<07:18,  4.69it/s]

train:  55%|█████▌    | 1943/3515 [08:15<05:35,  4.69it/s]
overall:  49%|████▊     | 1945/4000 [08:18<06:17,  5.45it/s]

train:  55%|█████▌    | 1945/3515 [08:16<04:48,  5.45it/s]
overall:  49%|████▊     | 1946/4000 [08:18<07:08,  4.80it/s]

train:  55%|█████▌    | 1946/3515 [08:16<05:27,  4.80it/s]
overall:  49%|████▊     | 1948/4000 [08:19<06:06,  5.59it/s]

train:  55%|█████▌    | 1948/3515 [08:16<04:40,  5.59it/s]
overall:  49%|████▊     | 1949/4000 [08:19<06:20,  5.39it/s]

train:  55%|█████▌    | 1949/3515 [08:17<04:50,  5.39it/s]
overall:  49%|████▉     | 1950/4000 [08:19<06:34,  5.19it/s]

train:  55%|█████▌    | 1950/3515 [08:17<05:01,  5.19it/s]
overall:  49%|████▉     | 1951/4000 [08:19<06:40,  5.11it/s]

train:  56%|█████▌    | 1951/3515 [08:17<05:06,  5.11it/s]
overall:  49%|████▉     | 1952/4000 [08:19<06:43,  5.07it/s]

train:  56%|█████▌    | 1952/3515 [08:17<05:08,  5.07it/s]
overall:  49%|████▉     | 1953/4000 [08:20<07:31,  4.53it/s]

train:  56%|█████▌    | 1953/3515 [08:17<05:44,  4.53it/s]
overall:  49%|████▉     | 1954/4000 [08:20<07:46,  4.39it/s]

train:  56%|█████▌    | 1954/3515 [08:18<05:55,  4.39it/s]
overall:  49%|████▉     | 1955/4000 [08:20<07:23,  4.62it/s]

train:  56%|█████▌    | 1955/3515 [08:18<05:37,  4.62it/s]
overall:  49%|████▉     | 1956/4000 [08:20<07:10,  4.75it/s]

train:  56%|█████▌    | 1956/3515 [08:18<05:28,  4.75it/s]
overall:  49%|████▉     | 1957/4000 [08:21<07:32,  4.51it/s]

train:  56%|█████▌    | 1957/3515 [08:18<05:45,  4.51it/s]
overall:  49%|████▉     | 1958/4000 [08:21<07:20,  4.63it/s]

train:  56%|█████▌    | 1958/3515 [08:19<05:36,  4.63it/s]
overall:  49%|████▉     | 1959/4000 [08:21<07:10,  4.74it/s]

train:  56%|█████▌    | 1959/3515 [08:19<05:28,  4.74it/s]
overall:  49%|████▉     | 1960/4000 [08:21<07:09,  4.75it/s]

train:  56%|█████▌    | 1960/3515 [08:19<05:27,  4.75it/s]
overall:  49%|████▉     | 1961/4000 [08:21<07:06,  4.78it/s]

train:  56%|█████▌    | 1961/3515 [08:19<05:25,  4.78it/s]
overall:  49%|████▉     | 1962/4000 [08:22<07:07,  4.77it/s]

train:  56%|█████▌    | 1962/3515 [08:19<05:25,  4.77it/s]
overall:  49%|████▉     | 1963/4000 [08:22<07:10,  4.73it/s]

train:  56%|█████▌    | 1963/3515 [08:20<05:28,  4.73it/s]
overall:  49%|████▉     | 1964/4000 [08:22<08:38,  3.93it/s]

train:  56%|█████▌    | 1964/3515 [08:20<06:35,  3.93it/s]
overall:  49%|████▉     | 1965/4000 [08:22<08:12,  4.13it/s]

train:  56%|█████▌    | 1965/3515 [08:20<06:15,  4.13it/s]
overall:  49%|████▉     | 1966/4000 [08:23<07:39,  4.43it/s]

train:  56%|█████▌    | 1966/3515 [08:20<05:49,  4.43it/s]
overall:  49%|████▉     | 1967/4000 [08:23<07:09,  4.73it/s]

train:  56%|█████▌    | 1967/3515 [08:20<05:27,  4.73it/s]
overall:  49%|████▉     | 1968/4000 [08:23<06:46,  5.00it/s]

train:  56%|█████▌    | 1968/3515 [08:21<05:09,  5.00it/s]
overall:  49%|████▉     | 1969/4000 [08:23<06:53,  4.91it/s]

train:  56%|█████▌    | 1969/3515 [08:21<05:14,  4.91it/s]
overall:  49%|████▉     | 1970/4000 [08:23<07:50,  4.31it/s]

train:  56%|█████▌    | 1970/3515 [08:21<05:58,  4.31it/s]
overall:  49%|████▉     | 1971/4000 [08:24<07:35,  4.45it/s]

train:  56%|█████▌    | 1971/3515 [08:21<05:46,  4.45it/s]
overall:  49%|████▉     | 1972/4000 [08:24<07:18,  4.63it/s]

train:  56%|█████▌    | 1972/3515 [08:22<05:33,  4.63it/s]
overall:  49%|████▉     | 1973/4000 [08:24<07:13,  4.67it/s]

train:  56%|█████▌    | 1973/3515 [08:22<05:29,  4.67it/s]
overall:  49%|████▉     | 1974/4000 [08:24<07:09,  4.72it/s]

train:  56%|█████▌    | 1974/3515 [08:22<05:26,  4.72it/s]
overall:  49%|████▉     | 1975/4000 [08:24<07:07,  4.73it/s]

train:  56%|█████▌    | 1975/3515 [08:22<05:25,  4.73it/s]
overall:  49%|████▉     | 1976/4000 [08:25<06:57,  4.85it/s]

train:  56%|█████▌    | 1976/3515 [08:22<05:17,  4.85it/s]
overall:  49%|████▉     | 1977/4000 [08:25<07:34,  4.45it/s]

train:  56%|█████▌    | 1977/3515 [08:23<05:45,  4.45it/s]
overall:  49%|████▉     | 1978/4000 [08:25<07:23,  4.56it/s]

train:  56%|█████▋    | 1978/3515 [08:23<05:36,  4.56it/s]
overall:  49%|████▉     | 1979/4000 [08:25<06:43,  5.00it/s]

train:  56%|█████▋    | 1979/3515 [08:23<05:07,  5.00it/s]
overall:  50%|████▉     | 1980/4000 [08:25<06:55,  4.87it/s]

train:  56%|█████▋    | 1980/3515 [08:23<05:15,  4.87it/s]
overall:  50%|████▉     | 1981/4000 [08:26<06:23,  5.27it/s]

train:  56%|█████▋    | 1981/3515 [08:23<04:51,  5.27it/s]
overall:  50%|████▉     | 1982/4000 [08:26<06:17,  5.34it/s]

train:  56%|█████▋    | 1982/3515 [08:24<04:47,  5.34it/s]
overall:  50%|████▉     | 1984/4000 [08:26<05:39,  5.94it/s]

train:  56%|█████▋    | 1984/3515 [08:24<04:17,  5.94it/s]
overall:  50%|████▉     | 1985/4000 [08:26<05:56,  5.66it/s]

train:  56%|█████▋    | 1985/3515 [08:24<04:30,  5.66it/s]
overall:  50%|████▉     | 1987/4000 [08:27<05:31,  6.07it/s]

train:  57%|█████▋    | 1987/3515 [08:24<04:11,  6.07it/s]
overall:  50%|████▉     | 1988/4000 [08:27<07:00,  4.78it/s]

train:  57%|█████▋    | 1988/3515 [08:25<05:19,  4.78it/s]
overall:  50%|████▉     | 1989/4000 [08:27<07:01,  4.77it/s]

train:  57%|█████▋    | 1989/3515 [08:25<05:20,  4.77it/s]
overall:  50%|████▉     | 1990/4000 [08:27<07:04,  4.74it/s]

train:  57%|█████▋    | 1990/3515 [08:25<05:21,  4.74it/s]
overall:  50%|████▉     | 1991/4000 [08:28<07:03,  4.74it/s]

train:  57%|█████▋    | 1991/3515 [08:25<05:21,  4.74it/s]
overall:  50%|████▉     | 1992/4000 [08:28<06:10,  5.42it/s]

train:  57%|█████▋    | 1992/3515 [08:25<04:41,  5.42it/s]
overall:  50%|████▉     | 1993/4000 [08:28<06:22,  5.25it/s]

train:  57%|█████▋    | 1993/3515 [08:26<04:50,  5.25it/s]
overall:  50%|████▉     | 1994/4000 [08:28<07:10,  4.66it/s]

train:  57%|█████▋    | 1994/3515 [08:26<05:26,  4.66it/s]
overall:  50%|████▉     | 1995/4000 [08:28<07:05,  4.71it/s]

train:  57%|█████▋    | 1995/3515 [08:26<05:22,  4.71it/s]
overall:  50%|████▉     | 1996/4000 [08:29<06:58,  4.79it/s]

train:  57%|█████▋    | 1996/3515 [08:26<05:17,  4.79it/s]
overall:  50%|████▉     | 1997/4000 [08:29<07:05,  4.70it/s]

train:  57%|█████▋    | 1997/3515 [08:27<05:22,  4.70it/s]
overall:  50%|████▉     | 1998/4000 [08:29<07:08,  4.67it/s]

train:  57%|█████▋    | 1998/3515 [08:27<05:24,  4.67it/s]
overall:  50%|████▉     | 1999/4000 [08:29<06:56,  4.81it/s]

train:  57%|█████▋    | 1999/3515 [08:27<05:15,  4.81it/s]dev loss: 2.2711784839630127
dev per: 0.5631997918834547
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.9388072490692139
train per: 0.5212064566650668
train loss: 1.9349285364151
train per: 0.5212759270898806
train loss: 1.9931694269180298
train per: 0.523504468356739
train loss: 1.9338010549545288
train per: 0.5178103573220358
train loss: 1.9895451068878174
train per: 0.5170934256055363
train loss: 1.94423508644104
train per: 0.512811504590594
train loss: 1.9277124404907227
train per: 0.5168178284529671
train loss: 1.934116005897522
train per: 0.5122821118199629
train loss: 1.930079698562622
train per: 0.5104856775177542
train loss: 1.9299182891845703
train per: 0.5119712065098325
train loss: 1.9631332159042358
train per: 0.5181170283921858
train loss: 1.9129383563995361
train per: 0.5123665523404667
train loss: 1.9479554891586304
train per: 0.5150088585168312
train loss: 1.8899190425872803
train per: 0.5081557922769641
train loss: 1.9328807592391968
train per: 0.5141251081003171
train loss: 1.975389838218689
train per: 0.5197973993084304
train loss: 1.9422967433929443
train per: 0.5176885451029462
train loss: 1.8875386714935303
train per: 0.5085607351339273
train loss: 1.939488410949707
train per: 0.515494126494308
train loss: 1.9458446502685547
train per: 0.5132249509973481
train loss: 1.904611349105835
train per: 0.5118863619636417
train loss: 1.9108171463012695
train per: 0.5107094883380144
train loss: 1.8800384998321533
train per: 0.508727320884651
train loss: 1.9637998342514038
train per: 0.5130391411742352
train loss: 1.9877923727035522
train per: 0.5259347440538373
train loss: 1.942432165145874
train per: 0.512749827705031
train loss: 1.9463627338409424
train per: 0.5154012429073224
train loss: 1.9722468852996826
train per: 0.5209038211285933
train loss: 1.942584753036499
train per: 0.5142736901171354
train loss: 1.948345422744751
train per: 0.5185531726294537
train loss: 1.9218250513076782
train per: 0.5124022059766576
train loss: 1.9768788814544678
train per: 0.5266895260329272
train loss: 1.9506858587265015
train per: 0.5183579335793358
train loss: 1.9541622400283813
train per: 0.5196534451032508
train loss: 1.8991801738739014
train per: 0.5041635490333325
train loss: 1.9385216236114502
train per: 0.5211004192935357
train loss: 1.9181534051895142
train per: 0.5187141643661074
train loss: 1.9079946279525757
train per: 0.5121969377373006
train loss: 1.8972755670547485
train per: 0.5103457664034848
train loss: 1.9961116313934326
train per: 0.5242188944352006
train loss: 1.957513451576233
train per: 0.512902935755069
train loss: 1.9411380290985107
train per: 0.515121123283444
train loss: 1.9429689645767212
train per: 0.5127464648476399
train loss: 1.8733313083648682
train per: 0.5047863764611044
train loss: 1.926452398300171
train per: 0.5118740859391323
train loss: 1.9270588159561157
train per: 0.5142574098369435
train loss: 1.9200258255004883
train per: 0.5113670133729569
train loss: 1.9772303104400635
train per: 0.5213693042228712
train loss: 1.8788245916366577
train per: 0.5002859730232114
train loss: 1.9206955432891846
train per: 0.5079753116301585
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  21%|██        | 571/2703 [00:00<00:00, 5707.15it/s]


word -> phonemes:  43%|████▎     | 1162/2703 [00:00<00:00, 5821.32it/s]


word -> phonemes:  65%|██████▍   | 1756/2703 [00:00<00:00, 5872.73it/s]


word -> phonemes:  87%|████████▋ | 2344/2703 [00:00<00:00, 5547.82it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 5614.20it/s]



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


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overall:  50%|████▉     | 1999/4000 [10:18<06:56,  4.81it/s]

train:  57%|█████▋    | 1999/3515 [10:16<05:15,  4.81it/s]
                                                            

                                                          

overall:  50%|████▉     | 1999/4000 [10:18<06:56,  4.81it/s]

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overall:  75%|███████▍  | 2994/4000 [13:40<03:25,  4.88it/s]

train:  85%|████████▌ | 2994/3515 [13:38<01:46,  4.88it/s]
overall:  75%|███████▍  | 2995/4000 [13:41<03:28,  4.81it/s]

train:  85%|████████▌ | 2995/3515 [13:38<01:48,  4.81it/s]
overall:  75%|███████▍  | 2996/4000 [13:41<03:29,  4.79it/s]

train:  85%|████████▌ | 2996/3515 [13:38<01:48,  4.79it/s]
overall:  75%|███████▍  | 2997/4000 [13:41<03:28,  4.80it/s]

train:  85%|████████▌ | 2997/3515 [13:39<01:47,  4.80it/s]
overall:  75%|███████▍  | 2998/4000 [13:41<03:22,  4.96it/s]

train:  85%|████████▌ | 2998/3515 [13:39<01:44,  4.96it/s]
overall:  75%|███████▍  | 2999/4000 [13:41<03:25,  4.88it/s]

train:  85%|████████▌ | 2999/3515 [13:39<01:45,  4.88it/s]dev loss: 2.2767882347106934
dev per: 0.56210197710718
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.895349144935608
train per: 0.5089254462723136
train loss: 1.8998667001724243
train per: 0.5207071263354995
train loss: 1.909157156944275
train per: 0.5087821729187954
train loss: 1.9348344802856445
train per: 0.512056436391091
train loss: 1.8965656757354736
train per: 0.5081321093594093
train loss: 1.8854124546051025
train per: 0.5037516348867626
train loss: 1.920192003250122
train per: 0.5076807617439434
train loss: 1.948729157447815
train per: 0.5134767025089606
train loss: 1.857212781906128
train per: 0.5012169595482646
train loss: 1.891236662864685
train per: 0.5044163512130085
train loss: 1.9098113775253296
train per: 0.5120103636044265
train loss: 1.906449556350708
train per: 0.5118549867428105
train loss: 2.0105443000793457
train per: 0.5249679213002566
train loss: 1.9510036706924438
train per: 0.5149096202838772
train loss: 1.8931459188461304
train per: 0.513645390070922
train loss: 1.9746078252792358
train per: 0.5176352550744772
train loss: 1.9453439712524414
train per: 0.5148715585762009
train loss: 1.9775625467300415
train per: 0.5171840638265228
train loss: 1.9083884954452515
train per: 0.5072898085384707
train loss: 1.9302486181259155
train per: 0.509605219050566
train loss: 1.9365358352661133
train per: 0.5233754464523696
train loss: 1.96477472782135
train per: 0.5180364973829396
train loss: 1.986581802368164
train per: 0.5214392328915826
train loss: 1.9057681560516357
train per: 0.5101645917843988
train loss: 1.9119466543197632
train per: 0.5079599056603774
train loss: 1.8721113204956055
train per: 0.5021921463972551
train loss: 1.861734390258789
train per: 0.5021131915094562
train loss: 1.8860238790512085
train per: 0.5041248980766464
train loss: 1.8778250217437744
train per: 0.5046835505773901
train loss: 1.944909691810608
train per: 0.512385415008075
train loss: 1.8655515909194946
train per: 0.501196571682992
train loss: 1.8878653049468994
train per: 0.5071906224987736
train loss: 1.8969424962997437
train per: 0.5121883010953158
train loss: 1.896315574645996
train per: 0.5111907566605679
train loss: 1.9315831661224365
train per: 0.5122187336473051
train loss: 1.943108320236206
train per: 0.5225279876468317
train loss: 1.9817959070205688
train per: 0.5220071507828874
train loss: 1.8794981241226196
train per: 0.5079139418064639
train loss: 1.9035217761993408
train per: 0.5090156979210861
train loss: 1.8767235279083252
train per: 0.5047895355526099
train loss: 1.8665878772735596
train per: 0.49945309004126687
train loss: 1.9383506774902344
train per: 0.5228238627420116
train loss: 1.8957548141479492
train per: 0.514113280102545
train loss: 1.9566094875335693
train per: 0.5129560837758381
train loss: 1.88407301902771
train per: 0.5083596459444071
train loss: 1.9500272274017334
train per: 0.5090863642044744
train loss: 1.9222385883331299
train per: 0.5141646733335254
train loss: 1.9346317052841187
train per: 0.5129139597528125
train loss: 1.9049850702285767
train per: 0.5096564085733761
train loss: 2.049807548522949
train per: 0.5431502120524706
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  21%|██        | 563/2703 [00:00<00:00, 5623.36it/s]


word -> phonemes:  43%|████▎     | 1166/2703 [00:00<00:00, 5856.36it/s]


word -> phonemes:  66%|██████▌   | 1784/2703 [00:00<00:00, 5999.98it/s]


word -> phonemes:  88%|████████▊ | 2384/2703 [00:00<00:00, 5608.22it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 5704.33it/s]



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


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train: 100%|█████████▉| 3500/3515 [17:10<00:02,  5.12it/s]
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train: 100%|█████████▉| 3502/3515 [17:11<00:02,  5.10it/s]
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train: 100%|██████████| 3515/3515 [17:13<00:00,  5.14it/s]403-128339-0009 Failed!!!
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/home/victor/glockenspiel/s3prl/data/LibriSpeech/train-clean-100/403/128339/403-128339-0009.flac WTF Failed!!!
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train: 100%|██████████| 3515/3515 [17:13<00:00,  3.40it/s]
dev loss: 2.425980567932129
dev per: 0.5872060353798126
train loss: 1.866838812828064
train per: 0.5034672674928026
train loss: 1.8973894119262695
train per: 0.5113258009933955
train loss: 1.8713595867156982
train per: 0.5042591510903427
train loss: 1.8710534572601318
train per: 0.49889107313876707
train loss: 1.9175446033477783
train per: 0.5053139867919616
train loss: 1.903923749923706
train per: 0.510053823499543
train loss: 1.8621838092803955
train per: 0.5030473983780789
train loss: 1.9286378622055054
train per: 0.5086573329170769
train loss: 1.936579942703247
train per: 0.514403804496676
train loss: 1.865041732788086
train per: 0.49942941372259997
train loss: 1.9435300827026367
train per: 0.5160882587310747
train loss: 1.972129464149475
train per: 0.5204824385762409
train loss: 1.859828233718872
train per: 0.5049943389105548
train loss: 1.9074443578720093
train per: 0.5095617250799729
train loss: 1.922311782836914
train per: 0.5132469826317339
train loss: 1.9359347820281982
train per: 0.5143032983063983
train loss: 1.9177305698394775
train per: 0.5083058758923669
train loss: 1.9141985177993774
train per: 0.5149753900932035
train loss: 1.942594289779663
train per: 0.5211408688317166
train loss: 1.937329888343811
train per: 0.5223876541868173
train loss: 1.9766916036605835
train per: 0.5306498651846145
train loss: 1.9683738946914673
train per: 0.5159106823309733
train loss: 1.9812873601913452
train per: 0.5170602421145627
train loss: 1.9142110347747803
train per: 0.5161322248614411
train loss: 1.9553638696670532
train per: 0.510711164647252
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  13%|█▎        | 462/3515 [00:00<00:00, 4616.56it/s]

word -> phonemes:  28%|██▊       | 978/3515 [00:00<00:00, 4921.26it/s]

word -> phonemes:  43%|████▎     | 1515/3515 [00:00<00:00, 5121.84it/s]

word -> phonemes:  58%|█████▊    | 2028/3515 [00:00<00:00, 5085.90it/s]

word -> phonemes:  72%|███████▏  | 2537/3515 [00:00<00:00, 4975.03it/s]

word -> phonemes:  86%|████████▋ | 3035/3515 [00:00<00:00, 4935.25it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4937.45it/s]


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overall:  88%|████████▊ | 3524/4000 [17:20<02:03,  3.84it/s]

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overall:  88%|████████▊ | 3532/4000 [17:22<01:38,  4.74it/s]

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overall:  88%|████████▊ | 3533/4000 [17:22<01:32,  5.03it/s]

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overall:  88%|████████▊ | 3534/4000 [17:22<01:34,  4.93it/s]

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overall:  88%|████████▊ | 3535/4000 [17:23<01:37,  4.76it/s]

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overall:  88%|████████▊ | 3536/4000 [17:23<01:40,  4.63it/s]

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overall:  88%|████████▊ | 3538/4000 [17:23<01:23,  5.50it/s]

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overall:  88%|████████▊ | 3539/4000 [17:23<01:29,  5.13it/s]

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overall:  88%|████████▊ | 3540/4000 [17:24<01:49,  4.21it/s]

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overall:  89%|████████▊ | 3541/4000 [17:24<01:45,  4.35it/s]

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overall:  89%|████████▊ | 3542/4000 [17:24<01:41,  4.52it/s]

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overall:  89%|████████▊ | 3544/4000 [17:24<01:25,  5.32it/s]

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overall:  89%|████████▊ | 3546/4000 [17:25<01:19,  5.70it/s]

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overall:  89%|████████▊ | 3548/4000 [17:25<01:28,  5.12it/s]

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overall:  89%|████████▊ | 3549/4000 [17:25<01:28,  5.07it/s]

train:   1%|          | 34/3515 [00:08<11:26,  5.07it/s]
overall:  89%|████████▉ | 3550/4000 [17:26<01:26,  5.20it/s]

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overall:  89%|████████▉ | 3551/4000 [17:26<01:31,  4.91it/s]

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overall:  89%|████████▉ | 3552/4000 [17:26<01:50,  4.06it/s]

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overall:  89%|████████▉ | 3553/4000 [17:26<01:45,  4.25it/s]

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overall:  89%|████████▉ | 3554/4000 [17:27<01:40,  4.42it/s]

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overall:  89%|████████▉ | 3556/4000 [17:27<01:23,  5.32it/s]

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overall:  89%|████████▉ | 3557/4000 [17:27<01:26,  5.11it/s]

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overall:  89%|████████▉ | 3558/4000 [17:27<01:27,  5.05it/s]

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overall:  89%|████████▉ | 3559/4000 [17:27<01:18,  5.59it/s]

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overall:  89%|████████▉ | 3560/4000 [17:28<01:25,  5.15it/s]

train:   1%|▏         | 45/3515 [00:10<11:13,  5.15it/s]
overall:  89%|████████▉ | 3561/4000 [17:28<01:26,  5.06it/s]

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overall:  89%|████████▉ | 3562/4000 [17:28<01:27,  4.98it/s]

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overall:  89%|████████▉ | 3563/4000 [17:28<01:19,  5.50it/s]

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overall:  89%|████████▉ | 3564/4000 [17:29<01:44,  4.17it/s]

train:   1%|▏         | 49/3515 [00:11<13:50,  4.17it/s]
overall:  89%|████████▉ | 3565/4000 [17:29<01:27,  4.95it/s]

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overall:  89%|████████▉ | 3566/4000 [17:29<01:28,  4.92it/s]

train:   1%|▏         | 51/3515 [00:11<11:43,  4.92it/s]
overall:  89%|████████▉ | 3567/4000 [17:29<01:25,  5.05it/s]

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overall:  89%|████████▉ | 3569/4000 [17:29<01:14,  5.82it/s]

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overall:  89%|████████▉ | 3570/4000 [17:29<01:16,  5.60it/s]

train:   2%|▏         | 55/3515 [00:12<10:17,  5.60it/s]
overall:  89%|████████▉ | 3571/4000 [17:30<01:22,  5.21it/s]

train:   2%|▏         | 56/3515 [00:12<11:03,  5.21it/s]
overall:  89%|████████▉ | 3572/4000 [17:30<01:26,  4.95it/s]

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overall:  89%|████████▉ | 3573/4000 [17:30<01:26,  4.92it/s]

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overall:  89%|████████▉ | 3574/4000 [17:30<01:26,  4.91it/s]

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overall:  89%|████████▉ | 3575/4000 [17:31<01:28,  4.80it/s]

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overall:  89%|████████▉ | 3576/4000 [17:31<01:50,  3.83it/s]

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overall:  89%|████████▉ | 3577/4000 [17:31<01:42,  4.15it/s]

train:   2%|▏         | 62/3515 [00:13<13:52,  4.15it/s]
overall:  89%|████████▉ | 3578/4000 [17:31<01:36,  4.35it/s]

train:   2%|▏         | 63/3515 [00:14<13:13,  4.35it/s]
overall:  89%|████████▉ | 3579/4000 [17:32<01:34,  4.47it/s]

train:   2%|▏         | 64/3515 [00:14<12:51,  4.47it/s]
overall:  90%|████████▉ | 3580/4000 [17:32<01:33,  4.52it/s]

train:   2%|▏         | 65/3515 [00:14<12:44,  4.51it/s]
overall:  90%|████████▉ | 3581/4000 [17:32<01:31,  4.60it/s]

train:   2%|▏         | 66/3515 [00:14<12:29,  4.60it/s]
overall:  90%|████████▉ | 3582/4000 [17:32<01:30,  4.64it/s]

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overall:  90%|████████▉ | 3584/4000 [17:33<01:17,  5.38it/s]

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overall:  90%|████████▉ | 3586/4000 [17:33<01:06,  6.23it/s]

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overall:  90%|████████▉ | 3587/4000 [17:33<01:11,  5.74it/s]

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overall:  90%|████████▉ | 3591/4000 [17:34<01:24,  4.85it/s]

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train:   3%|▎         | 112/3515 [00:24<12:37,  4.49it/s]
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train:   3%|▎         | 115/3515 [00:24<10:49,  5.24it/s]
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train:   3%|▎         | 116/3515 [00:24<10:52,  5.21it/s]
overall:  91%|█████████ | 3632/4000 [17:43<01:14,  4.96it/s]

train:   3%|▎         | 117/3515 [00:25<11:25,  4.96it/s]
overall:  91%|█████████ | 3633/4000 [17:43<01:14,  4.91it/s]

train:   3%|▎         | 118/3515 [00:25<11:32,  4.91it/s]
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train:   3%|▎         | 119/3515 [00:25<11:34,  4.89it/s]
overall:  91%|█████████ | 3635/4000 [17:43<01:16,  4.75it/s]

train:   3%|▎         | 120/3515 [00:25<11:54,  4.75it/s]
overall:  91%|█████████ | 3636/4000 [17:44<01:35,  3.83it/s]

train:   3%|▎         | 121/3515 [00:26<14:47,  3.83it/s]
overall:  91%|█████████ | 3637/4000 [17:44<01:29,  4.04it/s]

train:   3%|▎         | 122/3515 [00:26<13:58,  4.04it/s]
overall:  91%|█████████ | 3638/4000 [17:44<01:24,  4.29it/s]

train:   3%|▎         | 123/3515 [00:26<13:11,  4.29it/s]
overall:  91%|█████████ | 3639/4000 [17:44<01:21,  4.44it/s]

train:   4%|▎         | 124/3515 [00:26<12:43,  4.44it/s]
overall:  91%|█████████ | 3640/4000 [17:44<01:19,  4.55it/s]

train:   4%|▎         | 125/3515 [00:27<12:25,  4.54it/s]
overall:  91%|█████████ | 3641/4000 [17:45<01:19,  4.52it/s]

train:   4%|▎         | 126/3515 [00:27<12:29,  4.52it/s]
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train:   4%|▎         | 127/3515 [00:27<12:14,  4.61it/s]
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train:   4%|▎         | 128/3515 [00:27<12:21,  4.57it/s]
overall:  91%|█████████ | 3644/4000 [17:45<01:17,  4.58it/s]

train:   4%|▎         | 129/3515 [00:27<12:18,  4.58it/s]
overall:  91%|█████████ | 3645/4000 [17:45<01:15,  4.67it/s]

train:   4%|▎         | 130/3515 [00:28<12:04,  4.67it/s]
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train:   4%|▎         | 131/3515 [00:28<12:03,  4.68it/s]
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train:   4%|▍         | 132/3515 [00:28<10:56,  5.15it/s]
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overall:  91%|█████████▏| 3650/4000 [17:46<01:07,  5.16it/s]

train:   4%|▍         | 135/3515 [00:29<10:54,  5.16it/s]
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train:   4%|▍         | 136/3515 [00:29<10:03,  5.60it/s]
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train:   4%|▍         | 138/3515 [00:29<10:50,  5.19it/s]
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train:   4%|▍         | 142/3515 [00:30<10:43,  5.24it/s]
overall:  91%|█████████▏| 3658/4000 [17:48<01:05,  5.20it/s]

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overall:  91%|█████████▏| 3659/4000 [17:48<01:07,  5.06it/s]

train:   4%|▍         | 144/3515 [00:30<11:05,  5.06it/s]
overall:  92%|█████████▏| 3660/4000 [17:48<01:22,  4.13it/s]

train:   4%|▍         | 145/3515 [00:31<13:35,  4.13it/s]
overall:  92%|█████████▏| 3661/4000 [17:49<01:17,  4.37it/s]

train:   4%|▍         | 146/3515 [00:31<12:50,  4.37it/s]
overall:  92%|█████████▏| 3662/4000 [17:49<01:16,  4.44it/s]

train:   4%|▍         | 147/3515 [00:31<12:39,  4.44it/s]
overall:  92%|█████████▏| 3664/4000 [17:49<01:05,  5.17it/s]

train:   4%|▍         | 149/3515 [00:31<10:51,  5.17it/s]
overall:  92%|█████████▏| 3665/4000 [17:49<01:06,  5.07it/s]

train:   4%|▍         | 150/3515 [00:32<11:03,  5.07it/s]
overall:  92%|█████████▏| 3666/4000 [17:50<01:06,  5.02it/s]

train:   4%|▍         | 151/3515 [00:32<11:10,  5.02it/s]
overall:  92%|█████████▏| 3668/4000 [17:50<00:48,  6.83it/s]

train:   4%|▍         | 153/3515 [00:32<08:12,  6.83it/s]
overall:  92%|█████████▏| 3669/4000 [17:50<00:52,  6.30it/s]

train:   4%|▍         | 154/3515 [00:32<08:53,  6.30it/s]
overall:  92%|█████████▏| 3670/4000 [17:50<00:56,  5.80it/s]

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overall:  92%|█████████▏| 3671/4000 [17:50<01:01,  5.33it/s]

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overall:  92%|█████████▏| 3672/4000 [17:51<01:17,  4.21it/s]

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overall:  92%|█████████▏| 3674/4000 [17:51<01:03,  5.09it/s]

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overall:  92%|█████████▏| 3675/4000 [17:51<01:04,  5.01it/s]

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overall:  92%|█████████▏| 3681/4000 [17:53<01:08,  4.65it/s]

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overall:  92%|█████████▏| 3683/4000 [17:53<00:59,  5.34it/s]

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train:  14%|█▍        | 484/3515 [01:41<09:50,  5.13it/s]train loss: 1.9141523838043213
train per: 0.5083805955033421
train loss: 1.8773488998413086
train per: 0.5077895227279345
train loss: 1.8895952701568604
train per: 0.5077514446452664
train loss: 1.9439265727996826
train per: 0.5113475177304965
train loss: 1.9345163106918335
train per: 0.5166721606613079
train loss: 1.9079831838607788
train per: 0.510444576758956
train loss: 1.9120076894760132
train per: 0.5066896156052783
train loss: 1.8961261510849
train per: 0.5060237888610956
train loss: 2.0106632709503174
train per: 0.5515335235378032
train loss: 1.9355453252792358
train per: 0.5196189787805255
train loss: 1.9167228937149048
train per: 0.5142760469534889
train loss: 1.959262490272522
train per: 0.5156403391343151
train loss: 1.8816845417022705
train per: 0.504927536231884
train loss: 1.9307148456573486
train per: 0.5098801848129683
train loss: 1.9511213302612305
train per: 0.5195279356182346
train loss: 1.8815040588378906
train per: 0.5082641480691599
train loss: 1.8799397945404053
train per: 0.5081769370966948
train loss: 1.9134820699691772
train per: 0.5085801207396492
train loss: 1.9111480712890625
train per: 0.5122119701978586
train loss: 1.8758141994476318
train per: 0.4999883163921019
train loss: 1.923758864402771
train per: 0.508419820919821
train loss: 1.8940541744232178
train per: 0.5044120891242003
train loss: 1.9103368520736694
train per: 0.5106646648077977
train loss: 1.8945659399032593
train per: 0.5037687220385139
train loss: 1.890602469444275
train per: 0.5037647991281518
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  22%|██▏       | 599/2703 [00:00<00:00, 5989.58it/s]


word -> phonemes:  45%|████▍     | 1209/2703 [00:00<00:00, 6051.36it/s]


word -> phonemes:  68%|██████▊   | 1847/2703 [00:00<00:00, 6199.22it/s]


word -> phonemes:  91%|█████████▏| 2467/2703 [00:00<00:00, 6161.83it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 6101.93it/s]



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dev: 100%|██████████| 2703/2703 [01:49<00:00, 24.63it/s]

                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [20:50<00:00,  5.13it/s]

train:  14%|█▍        | 484/3515 [03:32<09:50,  5.13it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [20:50<00:00,  5.13it/s]

train:  14%|█▍        | 484/3515 [03:32<09:50,  5.13it/s]
overall: 100%|██████████| 4000/4000 [20:50<00:00, 30.37s/it]

train:  14%|█▍        | 485/3515 [03:32<25:33:33, 30.37s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [03:32<22:10,  2.28it/s]   

overall: 100%|██████████| 4000/4000 [20:50<00:00,  3.20it/s]
dev loss: 2.2902965545654297
dev per: 0.5674765868886577
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt