/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]

word -> phonemes:   9%|▉         | 317/3515 [00:00<00:01, 3167.04it/s]

word -> phonemes:  22%|██▏       | 772/3515 [00:00<00:00, 3977.91it/s]

word -> phonemes:  33%|███▎      | 1170/3515 [00:00<00:00, 3930.01it/s]

word -> phonemes:  45%|████▍     | 1569/3515 [00:00<00:00, 3951.82it/s]

word -> phonemes:  56%|█████▌    | 1965/3515 [00:00<00:00, 3497.81it/s]

word -> phonemes:  68%|██████▊   | 2376/3515 [00:00<00:00, 3688.19it/s]

word -> phonemes:  79%|███████▉  | 2790/3515 [00:00<00:00, 3825.62it/s]

word -> phonemes:  90%|█████████ | 3178/3515 [00:00<00:00, 3823.75it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 3802.75it/s]


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train:   4%|▍         | 132/3515 [00:28<11:16,  5.00it/s]
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train:   4%|▍         | 134/3515 [00:28<12:18,  4.58it/s]
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overall:   3%|▎         | 136/4000 [00:31<14:31,  4.43it/s]

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train:   4%|▍         | 143/3515 [00:30<11:12,  5.02it/s]
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train:   4%|▍         | 144/3515 [00:30<11:25,  4.91it/s]
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train:   4%|▍         | 154/3515 [00:32<11:51,  4.72it/s]
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train:   4%|▍         | 155/3515 [00:32<11:40,  4.80it/s]
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train:   4%|▍         | 157/3515 [00:33<10:39,  5.25it/s]
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train:   4%|▍         | 158/3515 [00:33<10:58,  5.10it/s]
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train:   5%|▍         | 159/3515 [00:33<11:15,  4.97it/s]
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train:   5%|▍         | 160/3515 [00:33<12:31,  4.47it/s]
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train:   5%|▍         | 161/3515 [00:33<12:08,  4.60it/s]
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train:   5%|▍         | 162/3515 [00:34<11:44,  4.76it/s]
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train:   5%|▍         | 163/3515 [00:34<11:40,  4.78it/s]
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train:   5%|▍         | 164/3515 [00:34<11:44,  4.75it/s]
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train:   5%|▍         | 165/3515 [00:34<12:17,  4.54it/s]
overall:   4%|▍         | 166/4000 [00:37<13:34,  4.71it/s]

train:   5%|▍         | 166/3515 [00:34<11:51,  4.71it/s]
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train:   5%|▍         | 167/3515 [00:35<11:40,  4.78it/s]
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train:   5%|▍         | 168/3515 [00:35<11:34,  4.82it/s]
overall:   4%|▍         | 169/4000 [00:37<13:22,  4.77it/s]

train:   5%|▍         | 169/3515 [00:35<11:41,  4.77it/s]
overall:   4%|▍         | 170/4000 [00:38<13:24,  4.76it/s]

train:   5%|▍         | 170/3515 [00:35<11:43,  4.76it/s]
overall:   4%|▍         | 171/4000 [00:38<13:08,  4.85it/s]

train:   5%|▍         | 171/3515 [00:36<11:28,  4.85it/s]
overall:   4%|▍         | 173/4000 [00:38<12:46,  4.99it/s]

train:   5%|▍         | 173/3515 [00:36<11:09,  4.99it/s]
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train:   5%|▍         | 174/3515 [00:36<11:29,  4.85it/s]
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train:   5%|▍         | 175/3515 [00:36<11:36,  4.79it/s]
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train:   5%|▌         | 176/3515 [00:37<11:48,  4.71it/s]
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train:   5%|▌         | 177/3515 [00:37<11:48,  4.71it/s]
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train:   5%|▌         | 178/3515 [00:37<11:50,  4.70it/s]
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train:   5%|▌         | 179/3515 [00:37<11:39,  4.77it/s]
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train:   5%|▌         | 180/3515 [00:37<11:21,  4.90it/s]
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train:   5%|▌         | 181/3515 [00:38<15:31,  3.58it/s]
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train:   5%|▌         | 182/3515 [00:38<14:19,  3.88it/s]
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train:   5%|▌         | 183/3515 [00:38<13:33,  4.10it/s]
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train:   5%|▌         | 184/3515 [00:38<11:33,  4.80it/s]
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train:   5%|▌         | 185/3515 [00:39<11:17,  4.92it/s]
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train:   5%|▌         | 186/3515 [00:39<11:25,  4.86it/s]
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train:   5%|▌         | 187/3515 [00:39<11:21,  4.88it/s]
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train:   5%|▌         | 188/3515 [00:39<11:20,  4.89it/s]
overall:   5%|▍         | 189/4000 [00:42<13:08,  4.83it/s]

train:   5%|▌         | 189/3515 [00:39<11:28,  4.83it/s]
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train:   5%|▌         | 190/3515 [00:40<11:45,  4.71it/s]
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train:   5%|▌         | 191/3515 [00:40<11:41,  4.74it/s]
overall:   5%|▍         | 192/4000 [00:42<13:41,  4.64it/s]

train:   5%|▌         | 192/3515 [00:40<11:56,  4.64it/s]
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train:   5%|▌         | 193/3515 [00:40<11:56,  4.64it/s]
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train:   6%|▌         | 194/3515 [00:40<11:58,  4.62it/s]
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train:   6%|▌         | 195/3515 [00:41<11:15,  4.91it/s]
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train:   6%|▌         | 197/3515 [00:41<10:03,  5.50it/s]
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train:   6%|▌         | 198/3515 [00:41<10:30,  5.26it/s]
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train:   6%|▌         | 200/3515 [00:41<09:25,  5.86it/s]
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train:   6%|▌         | 202/3515 [00:42<10:18,  5.35it/s]
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train:   6%|▌         | 210/3515 [00:44<11:09,  4.94it/s]
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overall:  13%|█▎        | 511/4000 [01:50<12:25,  4.68it/s]

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overall:  13%|█▎        | 512/4000 [01:50<12:16,  4.73it/s]

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overall:  13%|█▎        | 513/4000 [01:50<11:55,  4.87it/s]

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overall:  13%|█▎        | 514/4000 [01:50<11:53,  4.88it/s]

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overall:  13%|█▎        | 515/4000 [01:50<11:43,  4.95it/s]

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overall:  13%|█▎        | 516/4000 [01:51<11:43,  4.95it/s]

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overall:  13%|█▎        | 519/4000 [01:51<12:30,  4.64it/s]

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overall:  13%|█▎        | 522/4000 [01:52<12:52,  4.50it/s]

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overall:  13%|█▎        | 527/4000 [01:53<11:26,  5.06it/s]

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overall:  13%|█▎        | 530/4000 [01:54<11:33,  5.00it/s]

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overall:  13%|█▎        | 531/4000 [01:54<11:32,  5.01it/s]

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overall:  13%|█▎        | 532/4000 [01:54<11:42,  4.93it/s]

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overall:  13%|█▎        | 533/4000 [01:54<14:53,  3.88it/s]

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overall:  13%|█▎        | 535/4000 [01:55<12:18,  4.69it/s]

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overall:  13%|█▎        | 536/4000 [01:55<11:46,  4.90it/s]

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overall:  13%|█▎        | 537/4000 [01:55<11:53,  4.85it/s]

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overall:  13%|█▎        | 538/4000 [01:55<10:36,  5.44it/s]

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overall:  13%|█▎        | 539/4000 [01:55<11:05,  5.20it/s]

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overall:  14%|█▎        | 540/4000 [01:56<11:14,  5.13it/s]

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overall:  14%|█▎        | 541/4000 [01:56<13:47,  4.18it/s]

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overall:  14%|█▎        | 542/4000 [01:56<13:21,  4.32it/s]

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overall:  14%|█▎        | 543/4000 [01:56<12:54,  4.47it/s]

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overall:  14%|█▎        | 544/4000 [01:57<12:39,  4.55it/s]

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overall:  14%|█▎        | 545/4000 [01:57<13:19,  4.32it/s]

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overall:  14%|█▎        | 546/4000 [01:57<12:55,  4.45it/s]

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overall:  14%|█▎        | 547/4000 [01:57<12:12,  4.71it/s]

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overall:  14%|█▎        | 548/4000 [01:57<11:55,  4.83it/s]

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overall:  14%|█▎        | 549/4000 [01:58<11:49,  4.87it/s]

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overall:  14%|█▍        | 550/4000 [01:58<11:28,  5.01it/s]

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overall:  14%|█▍        | 551/4000 [01:58<11:42,  4.91it/s]

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overall:  14%|█▍        | 552/4000 [01:58<11:45,  4.89it/s]

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overall:  14%|█▍        | 553/4000 [01:58<11:46,  4.88it/s]

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overall:  14%|█▍        | 554/4000 [01:59<11:51,  4.84it/s]

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overall:  14%|█▍        | 555/4000 [01:59<11:55,  4.81it/s]

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overall:  14%|█▍        | 556/4000 [01:59<12:07,  4.73it/s]

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overall:  14%|█▍        | 557/4000 [01:59<13:54,  4.13it/s]

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overall:  14%|█▍        | 558/4000 [02:00<13:18,  4.31it/s]

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overall:  14%|█▍        | 559/4000 [02:00<12:30,  4.58it/s]

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overall:  14%|█▍        | 560/4000 [02:00<12:32,  4.57it/s]

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overall:  14%|█▍        | 561/4000 [02:00<12:13,  4.69it/s]

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overall:  14%|█▍        | 562/4000 [02:00<11:55,  4.80it/s]

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overall:  14%|█▍        | 563/4000 [02:01<11:48,  4.85it/s]

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overall:  14%|█▍        | 564/4000 [02:01<11:36,  4.93it/s]

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overall:  14%|█▍        | 565/4000 [02:01<14:39,  3.91it/s]

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overall:  14%|█▍        | 566/4000 [02:01<13:56,  4.10it/s]

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overall:  14%|█▍        | 567/4000 [02:02<12:22,  4.62it/s]

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overall:  14%|█▍        | 568/4000 [02:02<12:16,  4.66it/s]

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overall:  14%|█▍        | 569/4000 [02:02<13:01,  4.39it/s]

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overall:  14%|█▍        | 571/4000 [02:02<09:58,  5.73it/s]

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overall:  14%|█▍        | 572/4000 [02:02<10:22,  5.51it/s]

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overall:  14%|█▍        | 573/4000 [02:03<10:27,  5.46it/s]

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overall:  14%|█▍        | 574/4000 [02:03<10:53,  5.25it/s]

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overall:  14%|█▍        | 575/4000 [02:03<10:11,  5.60it/s]

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overall:  14%|█▍        | 576/4000 [02:03<10:40,  5.35it/s]

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overall:  14%|█▍        | 577/4000 [02:03<09:24,  6.07it/s]

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overall:  14%|█▍        | 578/4000 [02:03<10:07,  5.64it/s]

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overall:  14%|█▍        | 579/4000 [02:04<10:32,  5.41it/s]

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overall:  14%|█▍        | 580/4000 [02:04<10:57,  5.20it/s]

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overall:  15%|█▍        | 581/4000 [02:04<13:56,  4.09it/s]

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overall:  15%|█▍        | 586/4000 [02:05<11:52,  4.79it/s]

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overall:  15%|█▍        | 587/4000 [02:05<12:08,  4.69it/s]

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overall:  15%|█▍        | 588/4000 [02:06<12:01,  4.73it/s]

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overall:  15%|█▍        | 589/4000 [02:06<14:40,  3.88it/s]

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overall:  15%|█▍        | 597/4000 [02:08<11:57,  4.74it/s]

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train:  28%|██▊       | 991/3515 [03:28<08:50,  4.76it/s]
overall:  25%|██▍       | 992/4000 [03:31<12:56,  3.87it/s]

train:  28%|██▊       | 992/3515 [03:28<10:51,  3.87it/s]
overall:  25%|██▍       | 993/4000 [03:31<12:09,  4.12it/s]

train:  28%|██▊       | 993/3515 [03:29<10:11,  4.12it/s]
overall:  25%|██▍       | 994/4000 [03:31<11:32,  4.34it/s]

train:  28%|██▊       | 994/3515 [03:29<09:41,  4.34it/s]
overall:  25%|██▍       | 995/4000 [03:31<12:20,  4.06it/s]

train:  28%|██▊       | 995/3515 [03:29<10:21,  4.06it/s]
overall:  25%|██▍       | 996/4000 [03:31<11:28,  4.36it/s]

train:  28%|██▊       | 996/3515 [03:29<09:37,  4.36it/s]
overall:  25%|██▍       | 997/4000 [03:32<11:26,  4.37it/s]

train:  28%|██▊       | 997/3515 [03:29<09:35,  4.37it/s]
overall:  25%|██▍       | 998/4000 [03:32<11:04,  4.52it/s]

train:  28%|██▊       | 998/3515 [03:30<09:17,  4.52it/s]
overall:  25%|██▍       | 999/4000 [03:32<10:49,  4.62it/s]

train:  28%|██▊       | 999/3515 [03:30<09:04,  4.62it/s]train loss: 3.8950905799865723
train per: 0.89850258498299
train loss: 2.524385929107666
train per: 0.6483721643947725
train loss: 2.3050522804260254
train per: 0.6043662227760039
train loss: 2.2383551597595215
train per: 0.5835901092464794
train loss: 2.2158865928649902
train per: 0.5793982448809026
train loss: 2.1511032581329346
train per: 0.5646141435869857
train loss: 2.06237530708313
train per: 0.5503707678797931
train loss: 2.19539213180542
train per: 0.5706388859360051
train loss: 2.064331293106079
train per: 0.5494379835531118
train loss: 2.0627145767211914
train per: 0.5415182241710057
train loss: 2.064232110977173
train per: 0.5515125984044654
train loss: 2.044100046157837
train per: 0.544173025468239
train loss: 2.1132473945617676
train per: 0.5569813986343302
train loss: 2.0475962162017822
train per: 0.5375243555575463
train loss: 1.979408621788025
train per: 0.5282428009700737
train loss: 1.9996654987335205
train per: 0.534434620753839
train loss: 1.9786396026611328
train per: 0.5275397796817626
train loss: 2.015960216522217
train per: 0.5369836964120921
train loss: 2.051229953765869
train per: 0.5365376669880182
train loss: 1.9942947626113892
train per: 0.5351694275212728
train loss: 1.9822555780410767
train per: 0.5335273372956176
train loss: 2.0233590602874756
train per: 0.5390642658027575
train loss: 2.0241141319274902
train per: 0.5284377882208265
train loss: 2.018559694290161
train per: 0.5345022216884833
train loss: 1.9895750284194946
train per: 0.52492309064158
train loss: 1.943197250366211
train per: 0.5186313750806972
train loss: 1.9747350215911865
train per: 0.5249901419558359
train loss: 1.9417279958724976
train per: 0.5198778848563552
train loss: 1.951054334640503
train per: 0.520051239150894
train loss: 1.9713354110717773
train per: 0.531540528330599
train loss: 1.995970368385315
train per: 0.5270792804476787
train loss: 1.931576132774353
train per: 0.5159212266692794
train loss: 1.9800846576690674
train per: 0.5278562549440615
train loss: 1.9783060550689697
train per: 0.5260641338807754
train loss: 1.957101583480835
train per: 0.5251867197295971
train loss: 1.9843876361846924
train per: 0.5339062317315562
train loss: 2.0256781578063965
train per: 0.5266441504831598
train loss: 1.998978614807129
train per: 0.528054953000723
train loss: 2.0008385181427
train per: 0.5307170590259006
train loss: 1.9797792434692383
train per: 0.5228562752563594
train loss: 1.9552428722381592
train per: 0.5236166269526079
train loss: 1.947312355041504
train per: 0.5214375443770823
train loss: 1.9687602519989014
train per: 0.5220269403463759
train loss: 2.0123543739318848
train per: 0.5313407948258002
train loss: 1.9475908279418945
train per: 0.520777090954964
train loss: 1.9542449712753296
train per: 0.5201417466849566
train loss: 1.9972636699676514
train per: 0.5326008273009307
train loss: 1.9901933670043945
train per: 0.5336249021354715
train loss: 1.936226487159729
train per: 0.5145732858041518
train loss: 1.921945571899414
train per: 0.5127850384168787
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   8%|▊         | 227/2703 [00:00<00:01, 2255.71it/s]


word -> phonemes:  17%|█▋        | 453/2703 [00:00<00:01, 1929.27it/s]


word -> phonemes:  27%|██▋       | 719/2703 [00:00<00:00, 2188.54it/s]


word -> phonemes:  35%|███▍      | 942/2703 [00:00<00:00, 2136.46it/s]


word -> phonemes:  45%|████▌     | 1228/2703 [00:00<00:00, 2379.70it/s]


word -> phonemes:  55%|█████▌    | 1498/2703 [00:00<00:00, 2469.72it/s]


word -> phonemes:  65%|██████▍   | 1748/2703 [00:00<00:00, 2367.17it/s]


word -> phonemes:  74%|███████▍  | 2007/2703 [00:00<00:00, 2406.24it/s]


word -> phonemes:  84%|████████▎ | 2263/2703 [00:00<00:00, 2451.16it/s]


word -> phonemes:  93%|█████████▎| 2510/2703 [00:01<00:00, 2353.09it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2275.48it/s]



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overall:  46%|████▋     | 1857/4000 [09:29<07:29,  4.77it/s]

train:  53%|█████▎    | 1857/3515 [09:27<05:47,  4.77it/s]
overall:  46%|████▋     | 1858/4000 [09:29<07:23,  4.83it/s]

train:  53%|█████▎    | 1858/3515 [09:27<05:42,  4.83it/s]
overall:  46%|████▋     | 1859/4000 [09:30<11:20,  3.15it/s]

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overall:  46%|████▋     | 1860/4000 [09:30<10:18,  3.46it/s]

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overall:  47%|████▋     | 1861/4000 [09:30<08:48,  4.05it/s]

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overall:  47%|████▋     | 1862/4000 [09:30<08:31,  4.18it/s]

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overall:  47%|████▋     | 1863/4000 [09:31<08:10,  4.36it/s]

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overall:  47%|████▋     | 1864/4000 [09:31<07:44,  4.60it/s]

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overall:  47%|████▋     | 1865/4000 [09:31<07:40,  4.63it/s]

train:  53%|█████▎    | 1865/3515 [09:29<05:55,  4.64it/s]
overall:  47%|████▋     | 1866/4000 [09:31<07:13,  4.93it/s]

train:  53%|█████▎    | 1866/3515 [09:29<05:34,  4.93it/s]
overall:  47%|████▋     | 1867/4000 [09:31<07:21,  4.84it/s]

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overall:  47%|████▋     | 1868/4000 [09:32<07:02,  5.04it/s]

train:  53%|█████▎    | 1868/3515 [09:29<05:26,  5.04it/s]
overall:  47%|████▋     | 1869/4000 [09:32<06:59,  5.07it/s]

train:  53%|█████▎    | 1869/3515 [09:30<05:24,  5.07it/s]
overall:  47%|████▋     | 1870/4000 [09:32<07:14,  4.90it/s]

train:  53%|█████▎    | 1870/3515 [09:30<05:35,  4.90it/s]
overall:  47%|████▋     | 1871/4000 [09:32<07:09,  4.96it/s]

train:  53%|█████▎    | 1871/3515 [09:30<05:31,  4.96it/s]
overall:  47%|████▋     | 1872/4000 [09:32<06:54,  5.13it/s]

train:  53%|█████▎    | 1872/3515 [09:30<05:20,  5.13it/s]
overall:  47%|████▋     | 1873/4000 [09:33<06:58,  5.08it/s]

train:  53%|█████▎    | 1873/3515 [09:30<05:23,  5.08it/s]
overall:  47%|████▋     | 1874/4000 [09:33<07:11,  4.92it/s]

train:  53%|█████▎    | 1874/3515 [09:31<05:33,  4.92it/s]
overall:  47%|████▋     | 1875/4000 [09:33<07:21,  4.81it/s]

train:  53%|█████▎    | 1875/3515 [09:31<05:41,  4.81it/s]
overall:  47%|████▋     | 1876/4000 [09:33<07:08,  4.96it/s]

train:  53%|█████▎    | 1876/3515 [09:31<05:30,  4.96it/s]
overall:  47%|████▋     | 1877/4000 [09:33<07:01,  5.04it/s]

train:  53%|█████▎    | 1877/3515 [09:31<05:25,  5.04it/s]
overall:  47%|████▋     | 1878/4000 [09:34<07:24,  4.77it/s]

train:  53%|█████▎    | 1878/3515 [09:31<05:42,  4.77it/s]
overall:  47%|████▋     | 1879/4000 [09:34<07:24,  4.77it/s]

train:  53%|█████▎    | 1879/3515 [09:32<05:43,  4.77it/s]
overall:  47%|████▋     | 1880/4000 [09:34<07:32,  4.68it/s]

train:  53%|█████▎    | 1880/3515 [09:32<05:49,  4.68it/s]
overall:  47%|████▋     | 1881/4000 [09:34<07:18,  4.83it/s]

train:  54%|█████▎    | 1881/3515 [09:32<05:38,  4.83it/s]
overall:  47%|████▋     | 1882/4000 [09:35<07:22,  4.79it/s]

train:  54%|█████▎    | 1882/3515 [09:32<05:40,  4.79it/s]
overall:  47%|████▋     | 1883/4000 [09:35<11:27,  3.08it/s]

train:  54%|█████▎    | 1883/3515 [09:33<08:50,  3.08it/s]
overall:  47%|████▋     | 1884/4000 [09:35<10:18,  3.42it/s]

train:  54%|█████▎    | 1884/3515 [09:33<07:56,  3.42it/s]
overall:  47%|████▋     | 1885/4000 [09:36<09:34,  3.68it/s]

train:  54%|█████▎    | 1885/3515 [09:33<07:22,  3.68it/s]
overall:  47%|████▋     | 1886/4000 [09:36<09:03,  3.89it/s]

train:  54%|█████▎    | 1886/3515 [09:34<06:58,  3.89it/s]
overall:  47%|████▋     | 1887/4000 [09:36<08:45,  4.02it/s]

train:  54%|█████▎    | 1887/3515 [09:34<06:44,  4.02it/s]
overall:  47%|████▋     | 1888/4000 [09:36<08:33,  4.12it/s]

train:  54%|█████▎    | 1888/3515 [09:34<06:35,  4.12it/s]
overall:  47%|████▋     | 1889/4000 [09:36<08:05,  4.34it/s]

train:  54%|█████▎    | 1889/3515 [09:34<06:14,  4.34it/s]
overall:  47%|████▋     | 1890/4000 [09:37<07:24,  4.74it/s]

train:  54%|█████▍    | 1890/3515 [09:34<05:42,  4.74it/s]
overall:  47%|████▋     | 1891/4000 [09:37<07:27,  4.72it/s]

train:  54%|█████▍    | 1891/3515 [09:35<05:44,  4.72it/s]
overall:  47%|████▋     | 1892/4000 [09:37<07:28,  4.70it/s]

train:  54%|█████▍    | 1892/3515 [09:35<05:45,  4.70it/s]
overall:  47%|████▋     | 1893/4000 [09:37<07:29,  4.68it/s]

train:  54%|█████▍    | 1893/3515 [09:35<05:46,  4.68it/s]
overall:  47%|████▋     | 1894/4000 [09:37<07:28,  4.69it/s]

train:  54%|█████▍    | 1894/3515 [09:35<05:45,  4.69it/s]
overall:  47%|████▋     | 1895/4000 [09:38<07:06,  4.93it/s]

train:  54%|█████▍    | 1895/3515 [09:35<05:28,  4.93it/s]
overall:  47%|████▋     | 1896/4000 [09:38<06:14,  5.62it/s]

train:  54%|█████▍    | 1896/3515 [09:36<04:47,  5.62it/s]
overall:  47%|████▋     | 1897/4000 [09:38<06:36,  5.30it/s]

train:  54%|█████▍    | 1897/3515 [09:36<05:05,  5.30it/s]
overall:  47%|████▋     | 1898/4000 [09:38<06:59,  5.01it/s]

train:  54%|█████▍    | 1898/3515 [09:36<05:22,  5.01it/s]
overall:  47%|████▋     | 1899/4000 [09:38<07:08,  4.90it/s]

train:  54%|█████▍    | 1899/3515 [09:36<05:29,  4.90it/s]
overall:  48%|████▊     | 1900/4000 [09:39<07:25,  4.71it/s]

train:  54%|█████▍    | 1900/3515 [09:36<05:42,  4.71it/s]
overall:  48%|████▊     | 1901/4000 [09:39<07:14,  4.83it/s]

train:  54%|█████▍    | 1901/3515 [09:37<05:34,  4.83it/s]
overall:  48%|████▊     | 1902/4000 [09:39<06:23,  5.47it/s]

train:  54%|█████▍    | 1902/3515 [09:37<04:54,  5.47it/s]
overall:  48%|████▊     | 1903/4000 [09:39<06:43,  5.20it/s]

train:  54%|█████▍    | 1903/3515 [09:37<05:09,  5.20it/s]
overall:  48%|████▊     | 1904/4000 [09:39<06:50,  5.11it/s]

train:  54%|█████▍    | 1904/3515 [09:37<05:15,  5.11it/s]
overall:  48%|████▊     | 1905/4000 [09:39<05:55,  5.89it/s]

train:  54%|█████▍    | 1905/3515 [09:37<04:33,  5.89it/s]
overall:  48%|████▊     | 1906/4000 [09:40<06:36,  5.28it/s]

train:  54%|█████▍    | 1906/3515 [09:37<05:04,  5.28it/s]
overall:  48%|████▊     | 1907/4000 [09:40<10:05,  3.46it/s]

train:  54%|█████▍    | 1907/3515 [09:38<07:45,  3.46it/s]
overall:  48%|████▊     | 1908/4000 [09:40<09:14,  3.78it/s]

train:  54%|█████▍    | 1908/3515 [09:38<07:05,  3.78it/s]
overall:  48%|████▊     | 1909/4000 [09:41<08:45,  3.98it/s]

train:  54%|█████▍    | 1909/3515 [09:38<06:43,  3.98it/s]
overall:  48%|████▊     | 1910/4000 [09:41<08:37,  4.04it/s]

train:  54%|█████▍    | 1910/3515 [09:39<06:37,  4.04it/s]
overall:  48%|████▊     | 1911/4000 [09:41<07:25,  4.69it/s]

train:  54%|█████▍    | 1911/3515 [09:39<05:42,  4.69it/s]
overall:  48%|████▊     | 1913/4000 [09:41<06:27,  5.39it/s]

train:  54%|█████▍    | 1913/3515 [09:39<04:57,  5.39it/s]
overall:  48%|████▊     | 1914/4000 [09:42<06:26,  5.40it/s]

train:  54%|█████▍    | 1914/3515 [09:39<04:56,  5.40it/s]
overall:  48%|████▊     | 1915/4000 [09:42<06:44,  5.16it/s]

train:  54%|█████▍    | 1915/3515 [09:40<05:10,  5.16it/s]
overall:  48%|████▊     | 1916/4000 [09:42<06:15,  5.56it/s]

train:  55%|█████▍    | 1916/3515 [09:40<04:47,  5.56it/s]
overall:  48%|████▊     | 1917/4000 [09:42<06:42,  5.18it/s]

train:  55%|█████▍    | 1917/3515 [09:40<05:08,  5.18it/s]
overall:  48%|████▊     | 1918/4000 [09:42<06:39,  5.22it/s]

train:  55%|█████▍    | 1918/3515 [09:40<05:06,  5.22it/s]
overall:  48%|████▊     | 1919/4000 [09:43<06:52,  5.05it/s]

train:  55%|█████▍    | 1919/3515 [09:40<05:16,  5.05it/s]
overall:  48%|████▊     | 1920/4000 [09:43<07:07,  4.87it/s]

train:  55%|█████▍    | 1920/3515 [09:41<05:29,  4.85it/s]
overall:  48%|████▊     | 1921/4000 [09:43<07:14,  4.78it/s]

train:  55%|█████▍    | 1921/3515 [09:41<05:32,  4.79it/s]
overall:  48%|████▊     | 1922/4000 [09:43<07:20,  4.72it/s]

train:  55%|█████▍    | 1922/3515 [09:41<05:37,  4.73it/s]
overall:  48%|████▊     | 1923/4000 [09:43<07:18,  4.74it/s]

train:  55%|█████▍    | 1923/3515 [09:41<05:35,  4.74it/s]
overall:  48%|████▊     | 1924/4000 [09:44<07:19,  4.72it/s]

train:  55%|█████▍    | 1924/3515 [09:41<05:36,  4.73it/s]
overall:  48%|████▊     | 1925/4000 [09:44<06:56,  4.98it/s]

train:  55%|█████▍    | 1925/3515 [09:42<05:19,  4.98it/s]
overall:  48%|████▊     | 1926/4000 [09:44<07:05,  4.87it/s]

train:  55%|█████▍    | 1926/3515 [09:42<05:25,  4.87it/s]
overall:  48%|████▊     | 1927/4000 [09:44<07:02,  4.91it/s]

train:  55%|█████▍    | 1927/3515 [09:42<05:23,  4.91it/s]
overall:  48%|████▊     | 1929/4000 [09:44<06:05,  5.67it/s]

train:  55%|█████▍    | 1929/3515 [09:42<04:39,  5.67it/s]
overall:  48%|████▊     | 1930/4000 [09:45<06:26,  5.35it/s]

train:  55%|█████▍    | 1930/3515 [09:42<04:56,  5.35it/s]
overall:  48%|████▊     | 1931/4000 [09:45<10:01,  3.44it/s]

train:  55%|█████▍    | 1931/3515 [09:43<07:40,  3.44it/s]
overall:  48%|████▊     | 1932/4000 [09:46<09:17,  3.71it/s]

train:  55%|█████▍    | 1932/3515 [09:43<07:06,  3.71it/s]
overall:  48%|████▊     | 1933/4000 [09:46<08:42,  3.95it/s]

train:  55%|█████▍    | 1933/3515 [09:43<06:40,  3.95it/s]
overall:  48%|████▊     | 1934/4000 [09:46<08:23,  4.10it/s]

train:  55%|█████▌    | 1934/3515 [09:44<06:25,  4.10it/s]
overall:  48%|████▊     | 1935/4000 [09:46<08:06,  4.24it/s]

train:  55%|█████▌    | 1935/3515 [09:44<06:12,  4.24it/s]
overall:  48%|████▊     | 1936/4000 [09:46<06:48,  5.05it/s]

train:  55%|█████▌    | 1936/3515 [09:44<05:12,  5.05it/s]
overall:  48%|████▊     | 1937/4000 [09:46<06:48,  5.05it/s]

train:  55%|█████▌    | 1937/3515 [09:44<05:12,  5.05it/s]
overall:  48%|████▊     | 1938/4000 [09:47<06:47,  5.06it/s]

train:  55%|█████▌    | 1938/3515 [09:44<05:11,  5.06it/s]
overall:  48%|████▊     | 1939/4000 [09:47<06:58,  4.92it/s]

train:  55%|█████▌    | 1939/3515 [09:45<05:20,  4.92it/s]
overall:  48%|████▊     | 1940/4000 [09:47<06:59,  4.91it/s]

train:  55%|█████▌    | 1940/3515 [09:45<05:21,  4.91it/s]
overall:  49%|████▊     | 1941/4000 [09:47<06:45,  5.08it/s]

train:  55%|█████▌    | 1941/3515 [09:45<05:09,  5.08it/s]
overall:  49%|████▊     | 1942/4000 [09:47<06:54,  4.96it/s]

train:  55%|█████▌    | 1942/3515 [09:45<05:16,  4.96it/s]
overall:  49%|████▊     | 1943/4000 [09:48<07:01,  4.88it/s]

train:  55%|█████▌    | 1943/3515 [09:45<05:21,  4.88it/s]
overall:  49%|████▊     | 1945/4000 [09:48<06:11,  5.53it/s]

train:  55%|█████▌    | 1945/3515 [09:46<04:44,  5.53it/s]
overall:  49%|████▊     | 1946/4000 [09:48<06:28,  5.29it/s]

train:  55%|█████▌    | 1946/3515 [09:46<04:56,  5.29it/s]
overall:  49%|████▊     | 1948/4000 [09:48<05:50,  5.85it/s]

train:  55%|█████▌    | 1948/3515 [09:46<04:27,  5.85it/s]
overall:  49%|████▊     | 1949/4000 [09:49<06:09,  5.54it/s]

train:  55%|█████▌    | 1949/3515 [09:46<04:42,  5.54it/s]
overall:  49%|████▉     | 1950/4000 [09:49<06:33,  5.21it/s]

train:  55%|█████▌    | 1950/3515 [09:47<05:00,  5.21it/s]
overall:  49%|████▉     | 1951/4000 [09:49<06:42,  5.09it/s]

train:  56%|█████▌    | 1951/3515 [09:47<05:07,  5.09it/s]
overall:  49%|████▉     | 1952/4000 [09:49<06:48,  5.01it/s]

train:  56%|█████▌    | 1952/3515 [09:47<05:11,  5.01it/s]
overall:  49%|████▉     | 1953/4000 [09:50<06:54,  4.94it/s]

train:  56%|█████▌    | 1953/3515 [09:47<05:16,  4.94it/s]
overall:  49%|████▉     | 1954/4000 [09:50<07:01,  4.86it/s]

train:  56%|█████▌    | 1954/3515 [09:48<05:21,  4.86it/s]
overall:  49%|████▉     | 1955/4000 [09:50<10:56,  3.12it/s]

train:  56%|█████▌    | 1955/3515 [09:48<08:20,  3.12it/s]
overall:  49%|████▉     | 1956/4000 [09:51<09:39,  3.53it/s]

train:  56%|█████▌    | 1956/3515 [09:48<07:22,  3.53it/s]
overall:  49%|████▉     | 1957/4000 [09:51<08:56,  3.81it/s]

train:  56%|█████▌    | 1957/3515 [09:49<06:48,  3.81it/s]
overall:  49%|████▉     | 1958/4000 [09:51<08:29,  4.01it/s]

train:  56%|█████▌    | 1958/3515 [09:49<06:28,  4.01it/s]
overall:  49%|████▉     | 1959/4000 [09:51<08:02,  4.23it/s]

train:  56%|█████▌    | 1959/3515 [09:49<06:08,  4.23it/s]
overall:  49%|████▉     | 1960/4000 [09:51<07:46,  4.38it/s]

train:  56%|█████▌    | 1960/3515 [09:49<05:55,  4.38it/s]
overall:  49%|████▉     | 1961/4000 [09:52<07:36,  4.46it/s]

train:  56%|█████▌    | 1961/3515 [09:49<05:48,  4.47it/s]
overall:  49%|████▉     | 1962/4000 [09:52<07:31,  4.51it/s]

train:  56%|█████▌    | 1962/3515 [09:50<05:44,  4.51it/s]
overall:  49%|████▉     | 1963/4000 [09:52<07:32,  4.51it/s]

train:  56%|█████▌    | 1963/3515 [09:50<05:44,  4.51it/s]
overall:  49%|████▉     | 1964/4000 [09:52<07:12,  4.70it/s]

train:  56%|█████▌    | 1964/3515 [09:50<05:29,  4.70it/s]
overall:  49%|████▉     | 1965/4000 [09:52<07:20,  4.62it/s]

train:  56%|█████▌    | 1965/3515 [09:50<05:35,  4.62it/s]
overall:  49%|████▉     | 1966/4000 [09:53<07:06,  4.77it/s]

train:  56%|█████▌    | 1966/3515 [09:50<05:24,  4.77it/s]
overall:  49%|████▉     | 1967/4000 [09:53<06:57,  4.87it/s]

train:  56%|█████▌    | 1967/3515 [09:51<05:17,  4.87it/s]
overall:  49%|████▉     | 1968/4000 [09:53<06:42,  5.04it/s]

train:  56%|█████▌    | 1968/3515 [09:51<05:06,  5.04it/s]
overall:  49%|████▉     | 1969/4000 [09:53<06:55,  4.89it/s]

train:  56%|█████▌    | 1969/3515 [09:51<05:16,  4.89it/s]
overall:  49%|████▉     | 1970/4000 [09:53<07:05,  4.77it/s]

train:  56%|█████▌    | 1970/3515 [09:51<05:23,  4.77it/s]
overall:  49%|████▉     | 1971/4000 [09:54<07:16,  4.65it/s]

train:  56%|█████▌    | 1971/3515 [09:51<05:32,  4.65it/s]
overall:  49%|████▉     | 1972/4000 [09:54<07:10,  4.71it/s]

train:  56%|█████▌    | 1972/3515 [09:52<05:27,  4.71it/s]
overall:  49%|████▉     | 1973/4000 [09:54<07:17,  4.64it/s]

train:  56%|█████▌    | 1973/3515 [09:52<05:32,  4.64it/s]
overall:  49%|████▉     | 1974/4000 [09:54<07:30,  4.50it/s]

train:  56%|█████▌    | 1974/3515 [09:52<05:42,  4.50it/s]
overall:  49%|████▉     | 1975/4000 [09:55<07:40,  4.40it/s]

train:  56%|█████▌    | 1975/3515 [09:52<05:49,  4.40it/s]
overall:  49%|████▉     | 1976/4000 [09:55<07:31,  4.48it/s]

train:  56%|█████▌    | 1976/3515 [09:53<05:43,  4.48it/s]
overall:  49%|████▉     | 1977/4000 [09:55<07:28,  4.51it/s]

train:  56%|█████▌    | 1977/3515 [09:53<05:40,  4.51it/s]
overall:  49%|████▉     | 1978/4000 [09:55<07:10,  4.70it/s]

train:  56%|█████▋    | 1978/3515 [09:53<05:27,  4.70it/s]
overall:  49%|████▉     | 1979/4000 [09:56<10:37,  3.17it/s]

train:  56%|█████▋    | 1979/3515 [09:54<08:04,  3.17it/s]
overall:  50%|████▉     | 1980/4000 [09:56<09:50,  3.42it/s]

train:  56%|█████▋    | 1980/3515 [09:54<07:28,  3.42it/s]
overall:  50%|████▉     | 1981/4000 [09:56<08:23,  4.01it/s]

train:  56%|█████▋    | 1981/3515 [09:54<06:22,  4.01it/s]
overall:  50%|████▉     | 1982/4000 [09:56<07:53,  4.26it/s]

train:  56%|█████▋    | 1982/3515 [09:54<05:59,  4.26it/s]
overall:  50%|████▉     | 1984/4000 [09:57<06:48,  4.94it/s]

train:  56%|█████▋    | 1984/3515 [09:54<05:10,  4.94it/s]
overall:  50%|████▉     | 1985/4000 [09:57<07:02,  4.77it/s]

train:  56%|█████▋    | 1985/3515 [09:55<05:20,  4.77it/s]
overall:  50%|████▉     | 1986/4000 [09:57<06:07,  5.48it/s]

train:  57%|█████▋    | 1986/3515 [09:55<04:39,  5.48it/s]
overall:  50%|████▉     | 1987/4000 [09:57<06:18,  5.32it/s]

train:  57%|█████▋    | 1987/3515 [09:55<04:47,  5.32it/s]
overall:  50%|████▉     | 1988/4000 [09:57<06:36,  5.08it/s]

train:  57%|█████▋    | 1988/3515 [09:55<05:00,  5.08it/s]
overall:  50%|████▉     | 1989/4000 [09:58<06:58,  4.80it/s]

train:  57%|█████▋    | 1989/3515 [09:55<05:17,  4.80it/s]
overall:  50%|████▉     | 1990/4000 [09:58<07:05,  4.72it/s]

train:  57%|█████▋    | 1990/3515 [09:56<05:23,  4.72it/s]
overall:  50%|████▉     | 1991/4000 [09:58<07:12,  4.64it/s]

train:  57%|█████▋    | 1991/3515 [09:56<05:28,  4.64it/s]
overall:  50%|████▉     | 1992/4000 [09:58<06:17,  5.32it/s]

train:  57%|█████▋    | 1992/3515 [09:56<04:46,  5.32it/s]
overall:  50%|████▉     | 1993/4000 [09:58<06:31,  5.13it/s]

train:  57%|█████▋    | 1993/3515 [09:56<04:56,  5.13it/s]
overall:  50%|████▉     | 1994/4000 [09:59<06:35,  5.07it/s]

train:  57%|█████▋    | 1994/3515 [09:56<05:00,  5.07it/s]
overall:  50%|████▉     | 1995/4000 [09:59<08:52,  3.76it/s]

train:  57%|█████▋    | 1995/3515 [09:57<06:43,  3.76it/s]
overall:  50%|████▉     | 1996/4000 [09:59<08:15,  4.05it/s]

train:  57%|█████▋    | 1996/3515 [09:57<06:15,  4.05it/s]
overall:  50%|████▉     | 1997/4000 [10:00<08:08,  4.10it/s]

train:  57%|█████▋    | 1997/3515 [09:57<06:10,  4.10it/s]
overall:  50%|████▉     | 1998/4000 [10:00<07:57,  4.19it/s]

train:  57%|█████▋    | 1998/3515 [09:58<06:02,  4.19it/s]
overall:  50%|████▉     | 1999/4000 [10:00<07:43,  4.32it/s]

train:  57%|█████▋    | 1999/3515 [09:58<05:51,  4.32it/s]dev loss: 2.300828456878662
dev per: 0.571248699271592
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.9563624858856201
train per: 0.524945057720969
train loss: 1.9537912607192993
train per: 0.5269641734758014
train loss: 2.0030598640441895
train per: 0.5287023527266095
train loss: 1.9480644464492798
train per: 0.5262277718936396
train loss: 1.9974483251571655
train per: 0.5238292964244521
train loss: 1.970263123512268
train per: 0.519814502529511
train loss: 1.9526045322418213
train per: 0.5259134490800725
train loss: 1.9454498291015625
train per: 0.5162756819209323
train loss: 1.9453136920928955
train per: 0.51694390162528
train loss: 1.9453380107879639
train per: 0.5191174169318241
train loss: 1.987476110458374
train per: 0.5261895426344073
train loss: 1.9234949350357056
train per: 0.5153857301579634
train loss: 1.9683549404144287
train per: 0.5172108327005821
train loss: 1.9105650186538696
train per: 0.5162006213936973
train loss: 1.9441053867340088
train per: 0.5179686749303354
train loss: 1.990695595741272
train per: 0.5269079043490966
train loss: 1.9605181217193604
train per: 0.5270617677169833
train loss: 1.9037069082260132
train per: 0.5153478758763232
train loss: 1.952551245689392
train per: 0.5227809039753131
train loss: 1.9530761241912842
train per: 0.5187363080825551
train loss: 1.9130210876464844
train per: 0.5150511518363141
train loss: 1.924004316329956
train per: 0.5124679448040054
train loss: 1.8947184085845947
train per: 0.5136803072440737
train loss: 1.9677200317382812
train per: 0.5141554246627399
train loss: 1.9968795776367188
train per: 0.5343650542989723
train loss: 1.9508049488067627
train per: 0.5175740868366644
train loss: 1.9418281316757202
train per: 0.5155633612537152
train loss: 1.9846582412719727
train per: 0.5247604400804449
train loss: 1.9518699645996094
train per: 0.5157466507680437
train loss: 1.9641996622085571
train per: 0.5208677024598035
train loss: 1.9341695308685303
train per: 0.5159163780941388
train loss: 1.9812132120132446
train per: 0.5314802655577442
train loss: 1.9615179300308228
train per: 0.521609778597786
train loss: 1.979046106338501
train per: 0.5257360457984053
train loss: 1.9117454290390015
train per: 0.5126354661968091
train loss: 1.9239110946655273
train per: 0.5248107146089107
train loss: 1.9488942623138428
train per: 0.5274208961562965
train loss: 1.9309991598129272
train per: 0.5188475568900911
train loss: 1.913813829421997
train per: 0.5182139940103457
train loss: 2.009526014328003
train per: 0.5266454058051396
train loss: 1.9654486179351807
train per: 0.5185676392572944
train loss: 1.9563865661621094
train per: 0.5214215913182122
train loss: 1.9463987350463867
train per: 0.5189952200756821
train loss: 1.8853965997695923
train per: 0.5104040709391374
train loss: 1.9408336877822876
train per: 0.5161455068830234
train loss: 1.947893738746643
train per: 0.5207100591715976
train loss: 1.9286129474639893
train per: 0.5148093115403665
train loss: 1.985896110534668
train per: 0.5237565475362722
train loss: 1.8902477025985718
train per: 0.5046232305419189
train loss: 1.9443199634552002
train per: 0.5169066924845698
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  10%|▉         | 269/2703 [00:00<00:00, 2688.97it/s]


word -> phonemes:  24%|██▍       | 642/2703 [00:00<00:00, 3300.73it/s]


word -> phonemes:  36%|███▌      | 973/2703 [00:00<00:00, 3041.31it/s]


word -> phonemes:  47%|████▋     | 1280/2703 [00:00<00:00, 3005.37it/s]


word -> phonemes:  62%|██████▏   | 1671/2703 [00:00<00:00, 3302.02it/s]


word -> phonemes:  74%|███████▍  | 2004/2703 [00:00<00:00, 2447.23it/s]


word -> phonemes:  84%|████████▍ | 2278/2703 [00:00<00:00, 2492.96it/s]


word -> phonemes:  94%|█████████▍| 2548/2703 [00:00<00:00, 2513.54it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2677.51it/s]



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


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train:  84%|████████▍ | 2945/3515 [16:18<02:21,  4.02it/s]
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train:  84%|████████▍ | 2952/3515 [16:19<02:07,  4.43it/s]
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train:  84%|████████▍ | 2953/3515 [16:19<02:04,  4.50it/s]
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train:  84%|████████▍ | 2954/3515 [16:19<02:02,  4.58it/s]
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overall:  74%|███████▍  | 2959/4000 [16:23<03:43,  4.67it/s]

train:  84%|████████▍ | 2959/3515 [16:20<01:59,  4.67it/s]
overall:  74%|███████▍  | 2960/4000 [16:23<03:50,  4.51it/s]

train:  84%|████████▍ | 2960/3515 [16:21<02:02,  4.51it/s]
overall:  74%|███████▍  | 2961/4000 [16:23<03:21,  5.17it/s]

train:  84%|████████▍ | 2961/3515 [16:21<01:47,  5.17it/s]
overall:  74%|███████▍  | 2962/4000 [16:23<03:26,  5.02it/s]

train:  84%|████████▍ | 2962/3515 [16:21<01:50,  5.02it/s]
overall:  74%|███████▍  | 2963/4000 [16:24<03:33,  4.86it/s]

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overall:  74%|███████▍  | 2977/4000 [16:27<04:09,  4.11it/s]

train:  85%|████████▍ | 2977/3515 [16:25<02:10,  4.11it/s]
overall:  74%|███████▍  | 2978/4000 [16:27<04:07,  4.14it/s]

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train:  85%|████████▍ | 2979/3515 [16:25<02:05,  4.27it/s]
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train:  85%|████████▍ | 2980/3515 [16:25<02:03,  4.35it/s]
overall:  75%|███████▍  | 2981/4000 [16:28<03:16,  5.18it/s]

train:  85%|████████▍ | 2981/3515 [16:25<01:43,  5.18it/s]
overall:  75%|███████▍  | 2983/4000 [16:28<02:59,  5.67it/s]

train:  85%|████████▍ | 2983/3515 [16:26<01:33,  5.67it/s]
overall:  75%|███████▍  | 2984/4000 [16:28<03:06,  5.44it/s]

train:  85%|████████▍ | 2984/3515 [16:26<01:37,  5.44it/s]
overall:  75%|███████▍  | 2985/4000 [16:28<03:13,  5.25it/s]

train:  85%|████████▍ | 2985/3515 [16:26<01:41,  5.25it/s]
overall:  75%|███████▍  | 2986/4000 [16:29<03:19,  5.08it/s]

train:  85%|████████▍ | 2986/3515 [16:26<01:44,  5.08it/s]
overall:  75%|███████▍  | 2987/4000 [16:29<03:22,  5.00it/s]

train:  85%|████████▍ | 2987/3515 [16:26<01:45,  5.00it/s]
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train:  85%|████████▌ | 2991/3515 [16:28<03:00,  2.91it/s]
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train:  85%|████████▌ | 2992/3515 [16:28<02:43,  3.19it/s]
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train:  85%|████████▌ | 2993/3515 [16:28<02:29,  3.49it/s]
overall:  75%|███████▍  | 2994/4000 [16:31<04:30,  3.72it/s]

train:  85%|████████▌ | 2994/3515 [16:29<02:20,  3.72it/s]
overall:  75%|███████▍  | 2995/4000 [16:31<04:17,  3.90it/s]

train:  85%|████████▌ | 2995/3515 [16:29<02:13,  3.90it/s]
overall:  75%|███████▍  | 2996/4000 [16:31<04:06,  4.07it/s]

train:  85%|████████▌ | 2996/3515 [16:29<02:07,  4.07it/s]
overall:  75%|███████▍  | 2997/4000 [16:31<04:04,  4.10it/s]

train:  85%|████████▌ | 2997/3515 [16:29<02:06,  4.10it/s]
overall:  75%|███████▍  | 2998/4000 [16:32<03:50,  4.34it/s]

train:  85%|████████▌ | 2998/3515 [16:29<01:59,  4.34it/s]
overall:  75%|███████▍  | 2999/4000 [16:32<03:53,  4.28it/s]

train:  85%|████████▌ | 2999/3515 [16:30<02:00,  4.28it/s]dev loss: 2.309035539627075
dev per: 0.5712747138397503
train loss: 1.9030072689056396
train per: 0.5090600683880347
train loss: 1.9175195693969727
train per: 0.5220288578037229
train loss: 1.9313247203826904
train per: 0.5146450639809274
train loss: 1.9516990184783936
train per: 0.5195356738391846
train loss: 1.9110740423202515
train per: 0.5100029934144882
train loss: 1.8932158946990967
train per: 0.5059544296826599
train loss: 1.9384090900421143
train per: 0.5121602288984263
train loss: 1.9612287282943726
train per: 0.5195698924731182
train loss: 1.8749091625213623
train per: 0.503164094825488
train loss: 1.8994238376617432
train per: 0.5091541080399019
train loss: 1.9223127365112305
train per: 0.5155234498506939
train loss: 1.9132041931152344
train per: 0.5137415867836018
train loss: 2.0153579711914062
train per: 0.5260639435414884
train loss: 1.966385841369629
train per: 0.5188887540943831
train loss: 1.8972514867782593
train per: 0.5169929078014185
train loss: 1.979872465133667
train per: 0.5206709372025418
train loss: 1.9574886560440063
train per: 0.5215067388549707
train loss: 1.9679126739501953
train per: 0.5197412161816601
train loss: 1.920956015586853
train per: 0.5119039124747294
train loss: 1.9475152492523193
train per: 0.5156133157989737
train loss: 1.9361114501953125
train per: 0.5199370968601738
train loss: 1.980504035949707
train per: 0.5256990616305937
train loss: 1.9778525829315186
train per: 0.5216880003618436
train loss: 1.9225822687149048
train per: 0.5181377348813354
train loss: 1.9261916875839233
train per: 0.5168042452830188
train loss: 1.8908870220184326
train per: 0.5084111704155547
train loss: 1.8726513385772705
train per: 0.5050409652208816
train loss: 1.9081882238388062
train per: 0.5092090747757686
train loss: 1.8918120861053467
train per: 0.5088467066461813
train loss: 1.9674530029296875
train per: 0.5179127903009348
train loss: 1.89141047000885
train per: 0.5077638023152271
train loss: 1.9079498052597046
train per: 0.5125868167617671
train loss: 1.9088153839111328
train per: 0.5144255418317408
train loss: 1.9103782176971436
train per: 0.5153261986515952
train loss: 1.9485257863998413
train per: 0.5180795395081109
train loss: 1.9460384845733643
train per: 0.5211217117961727
train loss: 2.0391299724578857
train per: 0.5328566144741709
train loss: 1.9114437103271484
train per: 0.5161359112880296
train loss: 1.9296220541000366
train per: 0.5195693678404751
train loss: 1.893304467201233
train per: 0.5113173098566891
train loss: 1.890509843826294
train per: 0.5080047730323671
train loss: 1.935011863708496
train per: 0.5209874599926544
train loss: 1.9066622257232666
train per: 0.5186530296151894
train loss: 1.9695253372192383
train per: 0.517650812461542
train loss: 1.9042164087295532
train per: 0.5143382162637817
train loss: 1.9544486999511719
train per: 0.5129858767654043
train loss: 1.9392677545547485
train per: 0.5232427447476873
train loss: 1.9597285985946655
train per: 0.5202028204721915
train loss: 1.9149748086929321
train per: 0.5117517861200171
train loss: 1.9932352304458618
train per: 0.5338790807771969
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   9%|▉         | 250/2703 [00:00<00:00, 2498.15it/s]


word -> phonemes:  18%|█▊        | 500/2703 [00:00<00:00, 2369.82it/s]


word -> phonemes:  33%|███▎      | 885/2703 [00:00<00:00, 3017.25it/s]


word -> phonemes:  44%|████▍     | 1189/2703 [00:00<00:00, 2565.79it/s]


word -> phonemes:  54%|█████▍    | 1455/2703 [00:00<00:00, 2346.25it/s]


word -> phonemes:  63%|██████▎   | 1697/2703 [00:00<00:00, 2076.65it/s]


word -> phonemes:  71%|███████   | 1913/2703 [00:00<00:00, 1931.36it/s]


word -> phonemes:  78%|███████▊  | 2112/2703 [00:00<00:00, 1924.30it/s]


word -> phonemes:  94%|█████████▍| 2536/2703 [00:01<00:00, 2518.02it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2217.65it/s]



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


dev:   0%|          | 1/2703 [00:01<54:43,  1.22s/it]


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dev:   0%|          | 10/2703 [00:01<05:04,  8.86it/s]


dev:   0%|          | 12/2703 [00:02<04:37,  9.71it/s]


dev:   1%|          | 14/2703 [00:02<04:23, 10.19it/s]


dev:   1%|          | 16/2703 [00:02<04:14, 10.57it/s]


dev:   1%|          | 18/2703 [00:02<03:59, 11.20it/s]


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dev:   1%|          | 22/2703 [00:02<03:52, 11.53it/s]


dev:   1%|          | 24/2703 [00:03<03:56, 11.32it/s]


dev:   1%|          | 26/2703 [00:03<04:02, 11.05it/s]


dev:   1%|          | 28/2703 [00:03<04:03, 10.99it/s]


dev:   1%|          | 30/2703 [00:03<04:01, 11.07it/s]


dev:   1%|          | 32/2703 [00:03<04:09, 10.72it/s]


dev:   1%|▏         | 34/2703 [00:04<04:04, 10.92it/s]


dev:   1%|▏         | 36/2703 [00:04<03:50, 11.59it/s]


dev:   1%|▏         | 38/2703 [00:04<03:50, 11.58it/s]


dev:   1%|▏         | 40/2703 [00:04<03:39, 12.11it/s]


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train: 100%|██████████| 3515/3515 [21:18<00:00,  4.89it/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 [21:18<00:00,  2.75it/s]
dev loss: 2.325767755508423
dev per: 0.570837669094693
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.8730089664459229
train per: 0.5094004255851796
train loss: 1.905606985092163
train per: 0.5123628622891764
train loss: 1.8882818222045898
train per: 0.5075934579439252
train loss: 1.8893754482269287
train per: 0.504082867079994
train loss: 1.9236533641815186
train per: 0.5091722489170829
train loss: 1.9120887517929077
train per: 0.5142683050675333
train loss: 1.8765757083892822
train per: 0.5071022011786632
train loss: 1.9450572729110718
train per: 0.5117072116423717
train loss: 1.9505805969238281
train per: 0.5189851355725419
train loss: 1.883711814880371
train per: 0.5058009604869003
train loss: 1.9493767023086548
train per: 0.5155661803094002
train loss: 1.9879686832427979
train per: 0.525476431650609
train loss: 1.877008080482483
train per: 0.5089696817209712
train loss: 1.9134864807128906
train per: 0.5128306909192799
train loss: 1.9276090860366821
train per: 0.5153566872730841
train loss: 1.9418630599975586
train per: 0.516605502495954
train loss: 1.9393008947372437
train per: 0.5129736408566722
train loss: 1.9208883047103882
train per: 0.516127343177296
train loss: 1.9566800594329834
train per: 0.5208772669759595
train loss: 1.9381914138793945
train per: 0.5176601641036788
train loss: 1.9894533157348633
train per: 0.539289055191768
train loss: 1.9733340740203857
train per: 0.5237428356544516
train loss: 1.9899812936782837
train per: 0.5241995176810487
train loss: 1.9258606433868408
train per: 0.5224910926365796
train loss: 1.9729477167129517
train per: 0.518033019202154
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:   8%|▊         | 294/3515 [00:00<00:01, 2939.63it/s]

word -> phonemes:  21%|██        | 722/3515 [00:00<00:00, 3716.99it/s]

word -> phonemes:  31%|███       | 1094/3515 [00:00<00:00, 3593.36it/s]

word -> phonemes:  44%|████▎     | 1534/3515 [00:00<00:00, 3902.69it/s]

word -> phonemes:  55%|█████▌    | 1935/3515 [00:00<00:00, 3939.68it/s]

word -> phonemes:  67%|██████▋   | 2349/3515 [00:00<00:00, 4005.64it/s]

word -> phonemes:  78%|███████▊  | 2751/3515 [00:00<00:00, 3851.73it/s]

word -> phonemes:  89%|████████▉ | 3138/3515 [00:00<00:00, 3707.67it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 3779.49it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [21:24<10:29,  1.30s/it]

train:   0%|          | 1/3515 [00:01<1:34:19,  1.61s/it]
overall:  88%|████████▊ | 3517/4000 [21:24<07:36,  1.06it/s]

train:   0%|          | 2/3515 [00:01<42:50,  1.37it/s]  
overall:  88%|████████▊ | 3518/4000 [21:24<05:51,  1.37it/s]

train:   0%|          | 3/3515 [00:01<29:16,  2.00it/s]
overall:  88%|████████▊ | 3519/4000 [21:24<04:36,  1.74it/s]

train:   0%|          | 4/3515 [00:02<22:40,  2.58it/s]
overall:  88%|████████▊ | 3520/4000 [21:25<03:40,  2.18it/s]

train:   0%|          | 5/3515 [00:02<18:26,  3.17it/s]
overall:  88%|████████▊ | 3521/4000 [21:25<02:57,  2.70it/s]

train:   0%|          | 6/3515 [00:02<15:28,  3.78it/s]
overall:  88%|████████▊ | 3523/4000 [21:25<02:10,  3.65it/s]

train:   0%|          | 8/3515 [00:02<12:28,  4.69it/s]
overall:  88%|████████▊ | 3524/4000 [21:25<02:04,  3.82it/s]

train:   0%|          | 9/3515 [00:03<12:39,  4.62it/s]
overall:  88%|████████▊ | 3525/4000 [21:25<01:52,  4.21it/s]

train:   0%|          | 10/3515 [00:03<11:53,  4.91it/s]
overall:  88%|████████▊ | 3527/4000 [21:26<01:35,  4.98it/s]

train:   0%|          | 12/3515 [00:03<10:34,  5.52it/s]
overall:  88%|████████▊ | 3528/4000 [21:26<01:53,  4.17it/s]

train:   0%|          | 13/3515 [00:03<13:08,  4.44it/s]
overall:  88%|████████▊ | 3529/4000 [21:26<01:50,  4.27it/s]

train:   0%|          | 14/3515 [00:04<13:01,  4.48it/s]
overall:  88%|████████▊ | 3530/4000 [21:27<01:42,  4.57it/s]

train:   0%|          | 15/3515 [00:04<12:17,  4.75it/s]
overall:  88%|████████▊ | 3531/4000 [21:27<01:40,  4.64it/s]

train:   0%|          | 16/3515 [00:04<12:12,  4.78it/s]
overall:  88%|████████▊ | 3532/4000 [21:27<01:40,  4.65it/s]

train:   0%|          | 17/3515 [00:04<12:16,  4.75it/s]
overall:  88%|████████▊ | 3533/4000 [21:27<01:35,  4.89it/s]

train:   1%|          | 18/3515 [00:04<11:43,  4.97it/s]
overall:  88%|████████▊ | 3534/4000 [21:27<01:37,  4.80it/s]

train:   1%|          | 19/3515 [00:05<12:00,  4.85it/s]
overall:  88%|████████▊ | 3535/4000 [21:28<01:36,  4.81it/s]

train:   1%|          | 20/3515 [00:05<12:01,  4.84it/s]
overall:  88%|████████▊ | 3536/4000 [21:28<01:36,  4.81it/s]

train:   1%|          | 21/3515 [00:05<12:02,  4.84it/s]
overall:  88%|████████▊ | 3537/4000 [21:28<01:21,  5.67it/s]

train:   1%|          | 22/3515 [00:05<10:13,  5.70it/s]
overall:  88%|████████▊ | 3538/4000 [21:28<01:25,  5.39it/s]

train:   1%|          | 23/3515 [00:05<10:45,  5.41it/s]
overall:  88%|████████▊ | 3539/4000 [21:28<01:28,  5.19it/s]

train:   1%|          | 24/3515 [00:06<11:11,  5.20it/s]
overall:  88%|████████▊ | 3540/4000 [21:29<01:59,  3.86it/s]

train:   1%|          | 25/3515 [00:06<15:03,  3.86it/s]
overall:  89%|████████▊ | 3541/4000 [21:29<01:54,  4.02it/s]

train:   1%|          | 26/3515 [00:06<14:27,  4.02it/s]
overall:  89%|████████▊ | 3542/4000 [21:29<01:47,  4.25it/s]

train:   1%|          | 27/3515 [00:06<13:40,  4.25it/s]
overall:  89%|████████▊ | 3544/4000 [21:29<01:30,  5.02it/s]

train:   1%|          | 29/3515 [00:07<11:33,  5.02it/s]
overall:  89%|████████▊ | 3546/4000 [21:30<01:22,  5.47it/s]

train:   1%|          | 31/3515 [00:07<10:36,  5.48it/s]
overall:  89%|████████▊ | 3547/4000 [21:30<01:26,  5.26it/s]

train:   1%|          | 32/3515 [00:07<11:01,  5.27it/s]
overall:  89%|████████▊ | 3548/4000 [21:30<01:27,  5.15it/s]

train:   1%|          | 33/3515 [00:07<11:16,  5.15it/s]
overall:  89%|████████▊ | 3549/4000 [21:30<01:29,  5.02it/s]

train:   1%|          | 34/3515 [00:08<11:33,  5.02it/s]
overall:  89%|████████▉ | 3550/4000 [21:31<01:28,  5.07it/s]

train:   1%|          | 35/3515 [00:08<11:26,  5.07it/s]
overall:  89%|████████▉ | 3551/4000 [21:31<01:31,  4.88it/s]

train:   1%|          | 36/3515 [00:08<11:52,  4.88it/s]
overall:  89%|████████▉ | 3552/4000 [21:31<01:54,  3.92it/s]

train:   1%|          | 37/3515 [00:08<14:46,  3.92it/s]
overall:  89%|████████▉ | 3553/4000 [21:31<01:48,  4.13it/s]

train:   1%|          | 38/3515 [00:09<14:00,  4.13it/s]
overall:  89%|████████▉ | 3554/4000 [21:32<01:43,  4.29it/s]

train:   1%|          | 39/3515 [00:09<13:29,  4.29it/s]
overall:  89%|████████▉ | 3556/4000 [21:32<01:26,  5.15it/s]

train:   1%|          | 41/3515 [00:09<11:14,  5.15it/s]
overall:  89%|████████▉ | 3557/4000 [21:32<01:28,  5.03it/s]

train:   1%|          | 42/3515 [00:09<11:30,  5.03it/s]
overall:  89%|████████▉ | 3558/4000 [21:32<01:30,  4.86it/s]

train:   1%|          | 43/3515 [00:10<11:54,  4.86it/s]
overall:  89%|████████▉ | 3559/4000 [21:32<01:20,  5.45it/s]

train:   1%|▏         | 44/3515 [00:10<10:36,  5.45it/s]
overall:  89%|████████▉ | 3560/4000 [21:33<01:24,  5.19it/s]

train:   1%|▏         | 45/3515 [00:10<11:08,  5.19it/s]
overall:  89%|████████▉ | 3561/4000 [21:33<01:29,  4.92it/s]

train:   1%|▏         | 46/3515 [00:10<11:44,  4.92it/s]
overall:  89%|████████▉ | 3562/4000 [21:33<01:33,  4.70it/s]

train:   1%|▏         | 47/3515 [00:10<12:17,  4.70it/s]
overall:  89%|████████▉ | 3563/4000 [21:33<01:22,  5.30it/s]

train:   1%|▏         | 48/3515 [00:11<10:54,  5.30it/s]
overall:  89%|████████▉ | 3564/4000 [21:34<01:58,  3.68it/s]

train:   1%|▏         | 49/3515 [00:11<15:41,  3.68it/s]
overall:  89%|████████▉ | 3565/4000 [21:34<01:40,  4.34it/s]

train:   1%|▏         | 50/3515 [00:11<13:19,  4.34it/s]
overall:  89%|████████▉ | 3566/4000 [21:34<01:37,  4.45it/s]

train:   1%|▏         | 51/3515 [00:11<12:58,  4.45it/s]
overall:  89%|████████▉ | 3567/4000 [21:34<01:32,  4.66it/s]

train:   1%|▏         | 52/3515 [00:12<12:23,  4.66it/s]
overall:  89%|████████▉ | 3568/4000 [21:34<01:18,  5.53it/s]

train:   2%|▏         | 53/3515 [00:12<10:26,  5.53it/s]
overall:  89%|████████▉ | 3569/4000 [21:35<01:20,  5.34it/s]

train:   2%|▏         | 54/3515 [00:12<10:47,  5.34it/s]
overall:  89%|████████▉ | 3570/4000 [21:35<01:22,  5.21it/s]

train:   2%|▏         | 55/3515 [00:12<11:03,  5.21it/s]
overall:  89%|████████▉ | 3571/4000 [21:35<01:24,  5.06it/s]

train:   2%|▏         | 56/3515 [00:12<11:23,  5.06it/s]
overall:  89%|████████▉ | 3572/4000 [21:35<01:26,  4.94it/s]

train:   2%|▏         | 57/3515 [00:12<11:40,  4.94it/s]
overall:  89%|████████▉ | 3573/4000 [21:35<01:27,  4.88it/s]

train:   2%|▏         | 58/3515 [00:13<11:48,  4.88it/s]
overall:  89%|████████▉ | 3574/4000 [21:36<01:29,  4.75it/s]

train:   2%|▏         | 59/3515 [00:13<12:07,  4.75it/s]
overall:  89%|████████▉ | 3575/4000 [21:36<01:29,  4.73it/s]

train:   2%|▏         | 60/3515 [00:13<12:10,  4.73it/s]
overall:  89%|████████▉ | 3576/4000 [21:36<01:54,  3.70it/s]

train:   2%|▏         | 61/3515 [00:14<15:34,  3.70it/s]
overall:  89%|████████▉ | 3577/4000 [21:36<01:44,  4.05it/s]

train:   2%|▏         | 62/3515 [00:14<14:12,  4.05it/s]
overall:  89%|████████▉ | 3578/4000 [21:37<01:39,  4.23it/s]

train:   2%|▏         | 63/3515 [00:14<13:35,  4.23it/s]
overall:  89%|████████▉ | 3579/4000 [21:37<01:37,  4.33it/s]

train:   2%|▏         | 64/3515 [00:14<13:17,  4.33it/s]
overall:  90%|████████▉ | 3580/4000 [21:37<01:35,  4.39it/s]

train:   2%|▏         | 65/3515 [00:14<13:06,  4.39it/s]
overall:  90%|████████▉ | 3581/4000 [21:37<01:34,  4.45it/s]

train:   2%|▏         | 66/3515 [00:15<12:54,  4.45it/s]
overall:  90%|████████▉ | 3582/4000 [21:38<01:32,  4.50it/s]

train:   2%|▏         | 67/3515 [00:15<12:45,  4.51it/s]
overall:  90%|████████▉ | 3583/4000 [21:38<01:30,  4.63it/s]

train:   2%|▏         | 68/3515 [00:15<12:24,  4.63it/s]
overall:  90%|████████▉ | 3584/4000 [21:38<01:16,  5.42it/s]

train:   2%|▏         | 69/3515 [00:15<10:35,  5.42it/s]
overall:  90%|████████▉ | 3586/4000 [21:38<01:08,  6.05it/s]

train:   2%|▏         | 71/3515 [00:15<09:28,  6.05it/s]
overall:  90%|████████▉ | 3587/4000 [21:38<01:11,  5.75it/s]

train:   2%|▏         | 72/3515 [00:16<09:58,  5.75it/s]
overall:  90%|████████▉ | 3588/4000 [21:39<01:36,  4.26it/s]

train:   2%|▏         | 73/3515 [00:16<13:27,  4.26it/s]
overall:  90%|████████▉ | 3589/4000 [21:39<01:34,  4.34it/s]

train:   2%|▏         | 74/3515 [00:16<13:12,  4.34it/s]
overall:  90%|████████▉ | 3590/4000 [21:39<01:32,  4.45it/s]

train:   2%|▏         | 75/3515 [00:16<12:52,  4.45it/s]
overall:  90%|████████▉ | 3591/4000 [21:39<01:27,  4.65it/s]

train:   2%|▏         | 76/3515 [00:17<12:19,  4.65it/s]
overall:  90%|████████▉ | 3592/4000 [21:40<01:22,  4.92it/s]

train:   2%|▏         | 77/3515 [00:17<11:39,  4.92it/s]
overall:  90%|████████▉ | 3593/4000 [21:40<01:24,  4.79it/s]

train:   2%|▏         | 78/3515 [00:17<11:57,  4.79it/s]
overall:  90%|████████▉ | 3594/4000 [21:40<01:25,  4.74it/s]

train:   2%|▏         | 79/3515 [00:17<12:04,  4.74it/s]
overall:  90%|████████▉ | 3595/4000 [21:40<01:19,  5.07it/s]

train:   2%|▏         | 80/3515 [00:17<11:17,  5.07it/s]
overall:  90%|████████▉ | 3596/4000 [21:40<01:18,  5.12it/s]

train:   2%|▏         | 81/3515 [00:18<11:11,  5.12it/s]
overall:  90%|████████▉ | 3597/4000 [21:41<01:20,  4.99it/s]

train:   2%|▏         | 82/3515 [00:18<11:28,  4.99it/s]
overall:  90%|████████▉ | 3598/4000 [21:41<01:20,  5.00it/s]

train:   2%|▏         | 83/3515 [00:18<11:26,  5.00it/s]
overall:  90%|████████▉ | 3599/4000 [21:41<01:16,  5.22it/s]

train:   2%|▏         | 84/3515 [00:18<10:57,  5.22it/s]
overall:  90%|█████████ | 3600/4000 [21:41<01:43,  3.85it/s]

train:   2%|▏         | 85/3515 [00:19<14:51,  3.85it/s]
overall:  90%|█████████ | 3601/4000 [21:42<01:38,  4.04it/s]

train:   2%|▏         | 86/3515 [00:19<14:09,  4.04it/s]
overall:  90%|█████████ | 3602/4000 [21:42<01:32,  4.32it/s]

train:   2%|▏         | 87/3515 [00:19<13:13,  4.32it/s]
overall:  90%|█████████ | 3603/4000 [21:42<01:29,  4.44it/s]

train:   3%|▎         | 88/3515 [00:19<12:52,  4.44it/s]
overall:  90%|█████████ | 3604/4000 [21:42<01:28,  4.45it/s]

train:   3%|▎         | 89/3515 [00:19<12:49,  4.45it/s]
overall:  90%|█████████ | 3606/4000 [21:42<01:10,  5.55it/s]

train:   3%|▎         | 91/3515 [00:20<10:16,  5.55it/s]
overall:  90%|█████████ | 3607/4000 [21:43<01:14,  5.28it/s]

train:   3%|▎         | 92/3515 [00:20<10:47,  5.28it/s]
overall:  90%|█████████ | 3608/4000 [21:43<01:11,  5.50it/s]

train:   3%|▎         | 93/3515 [00:20<10:22,  5.50it/s]
overall:  90%|█████████ | 3609/4000 [21:43<01:12,  5.38it/s]

train:   3%|▎         | 94/3515 [00:20<10:36,  5.38it/s]
overall:  90%|█████████ | 3610/4000 [21:43<01:14,  5.27it/s]

train:   3%|▎         | 95/3515 [00:20<10:49,  5.27it/s]
overall:  90%|█████████ | 3611/4000 [21:43<01:16,  5.11it/s]

train:   3%|▎         | 96/3515 [00:21<11:08,  5.11it/s]
overall:  90%|█████████ | 3612/4000 [21:44<01:39,  3.90it/s]

train:   3%|▎         | 97/3515 [00:21<14:37,  3.90it/s]
overall:  90%|█████████ | 3613/4000 [21:44<01:32,  4.18it/s]

train:   3%|▎         | 98/3515 [00:21<13:37,  4.18it/s]
overall:  90%|█████████ | 3614/4000 [21:44<01:29,  4.31it/s]

train:   3%|▎         | 99/3515 [00:22<13:12,  4.31it/s]
overall:  90%|█████████ | 3615/4000 [21:45<01:30,  4.25it/s]

train:   3%|▎         | 100/3515 [00:22<13:22,  4.25it/s]
overall:  90%|█████████ | 3616/4000 [21:45<01:30,  4.22it/s]

train:   3%|▎         | 101/3515 [00:22<13:28,  4.22it/s]
overall:  90%|█████████ | 3617/4000 [21:45<01:28,  4.35it/s]

train:   3%|▎         | 102/3515 [00:22<13:04,  4.35it/s]
overall:  90%|█████████ | 3618/4000 [21:45<01:26,  4.40it/s]

train:   3%|▎         | 103/3515 [00:22<12:55,  4.40it/s]
overall:  90%|█████████ | 3619/4000 [21:45<01:25,  4.46it/s]

train:   3%|▎         | 104/3515 [00:23<12:44,  4.46it/s]
overall:  90%|█████████ | 3620/4000 [21:46<01:24,  4.49it/s]

train:   3%|▎         | 105/3515 [00:23<12:39,  4.49it/s]
overall:  91%|█████████ | 3621/4000 [21:46<01:23,  4.52it/s]

train:   3%|▎         | 106/3515 [00:23<12:34,  4.52it/s]
overall:  91%|█████████ | 3622/4000 [21:46<01:21,  4.64it/s]

train:   3%|▎         | 107/3515 [00:23<12:13,  4.64it/s]
overall:  91%|█████████ | 3623/4000 [21:46<01:20,  4.70it/s]

train:   3%|▎         | 108/3515 [00:23<12:05,  4.70it/s]
overall:  91%|█████████ | 3624/4000 [21:47<01:44,  3.61it/s]

train:   3%|▎         | 109/3515 [00:24<15:44,  3.61it/s]
overall:  91%|█████████ | 3625/4000 [21:47<01:36,  3.88it/s]

train:   3%|▎         | 110/3515 [00:24<14:38,  3.88it/s]
overall:  91%|█████████ | 3626/4000 [21:47<01:28,  4.22it/s]

train:   3%|▎         | 111/3515 [00:24<13:27,  4.22it/s]
overall:  91%|█████████ | 3627/4000 [21:47<01:27,  4.28it/s]

train:   3%|▎         | 112/3515 [00:25<13:15,  4.28it/s]
overall:  91%|█████████ | 3628/4000 [21:47<01:13,  5.09it/s]

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overall:  92%|█████████▏| 3694/4000 [22:02<01:13,  4.19it/s]

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overall:  92%|█████████▏| 3695/4000 [22:02<01:03,  4.83it/s]

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train:  13%|█▎        | 469/3515 [01:42<12:31,  4.05it/s]
overall: 100%|█████████▉| 3985/4000 [23:05<00:03,  4.29it/s]

train:  13%|█▎        | 470/3515 [01:42<11:49,  4.29it/s]
overall: 100%|█████████▉| 3986/4000 [23:05<00:03,  4.32it/s]

train:  13%|█▎        | 471/3515 [01:42<11:45,  4.32it/s]
overall: 100%|█████████▉| 3987/4000 [23:05<00:02,  4.58it/s]

train:  13%|█▎        | 472/3515 [01:42<11:04,  4.58it/s]
overall: 100%|█████████▉| 3988/4000 [23:05<00:02,  4.42it/s]

train:  13%|█▎        | 473/3515 [01:43<11:27,  4.42it/s]
overall: 100%|█████████▉| 3989/4000 [23:06<00:02,  4.48it/s]

train:  13%|█▎        | 474/3515 [01:43<11:19,  4.48it/s]
overall: 100%|█████████▉| 3990/4000 [23:06<00:02,  4.39it/s]

train:  14%|█▎        | 475/3515 [01:43<11:32,  4.39it/s]
overall: 100%|█████████▉| 3991/4000 [23:06<00:02,  3.85it/s]

train:  14%|█▎        | 476/3515 [01:43<13:09,  3.85it/s]
overall: 100%|█████████▉| 3992/4000 [23:06<00:01,  4.56it/s]

train:  14%|█▎        | 477/3515 [01:44<11:05,  4.56it/s]
overall: 100%|█████████▉| 3993/4000 [23:07<00:01,  4.49it/s]

train:  14%|█▎        | 478/3515 [01:44<11:16,  4.49it/s]
overall: 100%|█████████▉| 3994/4000 [23:07<00:01,  3.74it/s]

train:  14%|█▎        | 479/3515 [01:44<13:32,  3.74it/s]
overall: 100%|█████████▉| 3996/4000 [23:07<00:00,  4.64it/s]

train:  14%|█▎        | 481/3515 [01:45<10:53,  4.64it/s]
overall: 100%|█████████▉| 3997/4000 [23:07<00:00,  4.57it/s]

train:  14%|█▎        | 482/3515 [01:45<11:03,  4.57it/s]
overall: 100%|█████████▉| 3998/4000 [23:08<00:00,  4.45it/s]

train:  14%|█▎        | 483/3515 [01:45<11:21,  4.45it/s]
overall: 100%|█████████▉| 3999/4000 [23:08<00:00,  4.57it/s]

train:  14%|█▍        | 484/3515 [01:45<11:02,  4.57it/s]train loss: 1.9248926639556885
train per: 0.5137735466882722
train loss: 1.8886884450912476
train per: 0.5151568096444483
train loss: 1.913287878036499
train per: 0.5149301224448235
train loss: 1.9697198867797852
train per: 0.5197635933806146
train loss: 1.9502321481704712
train per: 0.5227831731622588
train loss: 1.9290266036987305
train per: 0.5164483477225364
train loss: 1.926568627357483
train per: 0.5132300631095812
train loss: 1.9102909564971924
train per: 0.5125835928327123
train loss: 2.0001728534698486
train per: 0.5441461177909109
train loss: 1.9368177652359009
train per: 0.521090402189065
train loss: 1.93168044090271
train per: 0.5155774185992036
train loss: 1.9662997722625732
train per: 0.5195002231146809
train loss: 1.8990552425384521
train per: 0.51059861373661
train loss: 1.9421466588974
train per: 0.5135607820616566
train loss: 1.9730151891708374
train per: 0.5247988069832618
train loss: 1.901082992553711
train per: 0.5123771802879122
train loss: 1.8914257287979126
train per: 0.5116496724299295
train loss: 1.9265506267547607
train per: 0.5147597090839948
train loss: 1.9319432973861694
train per: 0.5162826269304781
train loss: 1.8908360004425049
train per: 0.5046851267671457
train loss: 1.930641770362854
train per: 0.513024013024013
train loss: 1.9137197732925415
train per: 0.5114934921685418
train loss: 1.9320430755615234
train per: 0.517980982340745
train loss: 1.910372018814087
train per: 0.510066134993192
train loss: 1.9070953130722046
train per: 0.5072323772725021
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  10%|█         | 272/2703 [00:00<00:00, 2678.59it/s]


word -> phonemes:  20%|█▉        | 540/2703 [00:00<00:00, 2567.82it/s]


word -> phonemes:  30%|██▉       | 798/2703 [00:00<00:00, 2391.10it/s]


word -> phonemes:  39%|███▉      | 1052/2703 [00:00<00:00, 2442.32it/s]


word -> phonemes:  48%|████▊     | 1298/2703 [00:00<00:00, 2221.64it/s]


word -> phonemes:  58%|█████▊    | 1563/2703 [00:00<00:00, 2349.55it/s]


word -> phonemes:  67%|██████▋   | 1802/2703 [00:00<00:00, 2267.88it/s]


word -> phonemes:  77%|███████▋  | 2068/2703 [00:00<00:00, 2344.46it/s]


word -> phonemes:  88%|████████▊ | 2376/2703 [00:00<00:00, 2531.03it/s]


word -> phonemes:  97%|█████████▋| 2632/2703 [00:01<00:00, 2525.92it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2377.35it/s]



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overall: 100%|█████████▉| 3999/4000 [26:06<00:00,  4.57it/s]

train:  14%|█▍        | 484/3515 [04:43<11:02,  4.57it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [26:06<00:00,  4.57it/s]

train:  14%|█▍        | 484/3515 [04:43<11:02,  4.57it/s]
overall: 100%|██████████| 4000/4000 [26:06<00:00, 49.92s/it]

train:  14%|█▍        | 485/3515 [04:43<42:00:51, 49.92s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [04:43<29:33,  1.71it/s]   

overall: 100%|██████████| 4000/4000 [26:06<00:00,  2.55it/s]
dev loss: 2.317155122756958
dev per: 0.571420395421436
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt