/home/tony/Work/glockenspiel/s3prl/s3prl/upstream/byol_s/byol_a/common.py:20: UserWarning: torchaudio._backend.set_audio_backend has been deprecated. With dispatcher enabled, this function is no-op. You can remove the function call.
  torchaudio.set_audio_backend("sox_io")
2023-10-05 17:11:06 | WARNING | root | Pytorch pre-release version 2.1.0.dev20230831+cu118 - assuming intent to test it
/home/tony/Work/glockenspiel/s3prl/s3prl/run_downstream.py:157: UserWarning: torchaudio._backend.set_audio_backend has been deprecated. With dispatcher enabled, this function is no-op. You can remove the function call.
  torchaudio.set_audio_backend('sox_io')
[Featurizer] - Take a list of 13 features and weighted sum them.
[Featurizer] - The selected feature hidden_states's downsample rate is 960
[Runner] - Start a new experiment
mert_25hz_2nd_iter_train_var {'model_config': None, 'refresh': False}
Loading model from Local mert_25hz_2nd_iter_train_var
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:  78%|███████▊  | 2736/3515 [00:01<00:00, 2286.05it/s]

word -> phonemes:  84%|████████▍ | 2966/3515 [00:01<00:00, 2274.11it/s]

word -> phonemes:  91%|█████████ | 3194/3515 [00:01<00:00, 2194.01it/s]

word -> phonemes:  98%|█████████▊| 3429/3515 [00:01<00:00, 2228.52it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 2268.55it/s]


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train:   4%|▍         | 153/3515 [00:33<11:34,  4.84it/s]
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train:   4%|▍         | 155/3515 [00:34<11:56,  4.69it/s]
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train:   4%|▍         | 156/3515 [00:34<10:15,  5.46it/s]
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train:   4%|▍         | 157/3515 [00:34<11:32,  4.85it/s]
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train:   4%|▍         | 158/3515 [00:34<11:32,  4.85it/s]
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train:   5%|▍         | 159/3515 [00:35<11:44,  4.76it/s]
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train:   5%|▍         | 160/3515 [00:35<11:49,  4.73it/s]
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train:   5%|▍         | 161/3515 [00:35<11:56,  4.68it/s]
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train:   5%|▍         | 162/3515 [00:35<11:44,  4.76it/s]
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train:   5%|▍         | 163/3515 [00:35<11:47,  4.74it/s]
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train:   5%|▍         | 164/3515 [00:36<11:55,  4.68it/s]
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train:   5%|▍         | 165/3515 [00:36<11:49,  4.72it/s]
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train:   5%|▍         | 169/3515 [00:37<13:15,  4.20it/s]
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train:   5%|▍         | 170/3515 [00:37<14:49,  3.76it/s]
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train:   5%|▍         | 173/3515 [00:38<10:34,  5.26it/s]
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train:   5%|▍         | 174/3515 [00:38<11:00,  5.06it/s]
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train:   5%|▍         | 175/3515 [00:38<11:10,  4.98it/s]
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train:   5%|▌         | 177/3515 [00:38<11:41,  4.76it/s]
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train:   5%|▌         | 178/3515 [00:39<12:02,  4.62it/s]
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train:   5%|▌         | 179/3515 [00:39<12:04,  4.60it/s]
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train:   5%|▌         | 180/3515 [00:39<11:54,  4.67it/s]
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train:   5%|▌         | 181/3515 [00:39<12:42,  4.37it/s]
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train:   5%|▌         | 182/3515 [00:40<12:18,  4.51it/s]
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train:   5%|▌         | 183/3515 [00:40<12:13,  4.54it/s]
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train:   5%|▌         | 184/3515 [00:40<10:45,  5.16it/s]
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train:   5%|▌         | 185/3515 [00:40<10:46,  5.15it/s]
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train:   5%|▌         | 186/3515 [00:40<11:11,  4.96it/s]
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train:   5%|▌         | 187/3515 [00:41<11:13,  4.94it/s]
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train:   5%|▌         | 188/3515 [00:41<11:07,  4.98it/s]
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train:   5%|▌         | 189/3515 [00:41<11:19,  4.89it/s]
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train:   5%|▌         | 190/3515 [00:41<11:29,  4.82it/s]
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train:   5%|▌         | 191/3515 [00:41<11:28,  4.83it/s]
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train:   5%|▌         | 192/3515 [00:42<11:34,  4.78it/s]
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overall:   9%|▉         | 373/4000 [01:24<13:27,  4.49it/s]

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overall:   9%|▉         | 378/4000 [01:25<11:57,  5.05it/s]

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overall:   9%|▉         | 379/4000 [01:25<12:22,  4.88it/s]

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overall:  10%|▉         | 384/4000 [01:26<12:49,  4.70it/s]

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overall:  10%|█         | 406/4000 [01:31<12:59,  4.61it/s]

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overall:  10%|█         | 408/4000 [01:31<12:35,  4.76it/s]

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overall:  10%|█         | 409/4000 [01:32<12:27,  4.81it/s]

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overall:  10%|█         | 411/4000 [01:32<14:04,  4.25it/s]

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overall:  10%|█         | 413/4000 [01:33<13:00,  4.59it/s]

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overall:  10%|█         | 417/4000 [01:33<10:46,  5.54it/s]

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overall:  10%|█         | 418/4000 [01:33<11:25,  5.23it/s]

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overall:  10%|█         | 419/4000 [01:34<11:41,  5.11it/s]

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overall:  10%|█         | 420/4000 [01:34<12:12,  4.88it/s]

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overall:  11%|█         | 421/4000 [01:34<13:16,  4.49it/s]

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overall:  11%|█         | 422/4000 [01:34<13:09,  4.53it/s]

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overall:  11%|█         | 423/4000 [01:35<12:57,  4.60it/s]

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overall:  11%|█         | 426/4000 [01:35<13:56,  4.27it/s]

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overall:  11%|█         | 429/4000 [01:36<11:43,  5.08it/s]

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overall:  11%|█         | 430/4000 [01:36<11:52,  5.01it/s]

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overall:  11%|█         | 431/4000 [01:36<12:16,  4.85it/s]

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overall:  11%|█         | 434/4000 [01:37<12:36,  4.71it/s]

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overall:  11%|█         | 436/4000 [01:37<13:38,  4.35it/s]

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overall:  11%|█         | 437/4000 [01:38<13:19,  4.46it/s]

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overall:  11%|█         | 438/4000 [01:38<13:04,  4.54it/s]

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overall:  11%|█         | 439/4000 [01:38<12:52,  4.61it/s]

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overall:  11%|█         | 443/4000 [01:39<11:45,  5.04it/s]

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overall:  11%|█         | 447/4000 [01:40<13:15,  4.47it/s]

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overall:  11%|█         | 449/4000 [01:40<15:18,  3.87it/s]

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overall:  11%|█▏        | 452/4000 [01:41<13:11,  4.48it/s]

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overall:  11%|█▏        | 453/4000 [01:41<13:02,  4.53it/s]

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overall:  12%|█▏        | 463/4000 [01:43<12:29,  4.72it/s]

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overall:  13%|█▎        | 502/4000 [01:52<12:49,  4.54it/s]

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overall:  13%|█▎        | 526/4000 [01:57<13:03,  4.43it/s]

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overall:  13%|█▎        | 527/4000 [01:57<12:37,  4.58it/s]

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overall:  13%|█▎        | 528/4000 [01:58<12:24,  4.66it/s]

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overall:  13%|█▎        | 529/4000 [01:58<12:17,  4.71it/s]

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overall:  13%|█▎        | 530/4000 [01:58<12:22,  4.67it/s]

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overall:  13%|█▎        | 531/4000 [01:58<14:06,  4.10it/s]

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overall:  13%|█▎        | 532/4000 [01:59<13:37,  4.24it/s]

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overall:  13%|█▎        | 533/4000 [01:59<13:02,  4.43it/s]

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overall:  13%|█▎        | 534/4000 [01:59<11:20,  5.10it/s]

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overall:  13%|█▎        | 535/4000 [01:59<11:28,  5.03it/s]

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overall:  13%|█▎        | 536/4000 [01:59<11:04,  5.22it/s]

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overall:  13%|█▎        | 537/4000 [02:00<11:22,  5.07it/s]

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overall:  13%|█▎        | 538/4000 [02:00<10:10,  5.67it/s]

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overall:  13%|█▎        | 539/4000 [02:00<10:45,  5.36it/s]

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overall:  14%|█▎        | 540/4000 [02:00<11:14,  5.13it/s]

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overall:  14%|█▎        | 541/4000 [02:00<12:16,  4.70it/s]

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overall:  14%|█▎        | 542/4000 [02:01<12:35,  4.58it/s]

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overall:  14%|█▎        | 543/4000 [02:01<12:25,  4.64it/s]

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overall:  14%|█▎        | 544/4000 [02:01<15:37,  3.69it/s]

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overall:  14%|█▎        | 545/4000 [02:01<14:43,  3.91it/s]

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overall:  14%|█▎        | 546/4000 [02:02<14:18,  4.02it/s]

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overall:  14%|█▎        | 547/4000 [02:02<13:26,  4.28it/s]

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overall:  14%|█▎        | 548/4000 [02:02<12:57,  4.44it/s]

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overall:  14%|█▎        | 549/4000 [02:02<12:41,  4.53it/s]

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overall:  14%|█▍        | 550/4000 [02:02<12:12,  4.71it/s]

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overall:  14%|█▍        | 552/4000 [02:03<12:19,  4.66it/s]

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overall:  14%|█▍        | 553/4000 [02:03<12:26,  4.62it/s]

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overall:  14%|█▍        | 554/4000 [02:03<12:38,  4.54it/s]

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overall:  14%|█▍        | 555/4000 [02:04<14:19,  4.01it/s]

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overall:  14%|█▍        | 556/4000 [02:04<13:37,  4.21it/s]

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overall:  14%|█▍        | 557/4000 [02:04<12:24,  4.62it/s]

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overall:  14%|█▍        | 559/4000 [02:04<11:48,  4.86it/s]

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overall:  14%|█▍        | 560/4000 [02:05<12:03,  4.76it/s]

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overall:  14%|█▍        | 561/4000 [02:05<11:58,  4.78it/s]

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overall:  14%|█▍        | 562/4000 [02:05<11:53,  4.82it/s]

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overall:  14%|█▍        | 563/4000 [02:05<11:56,  4.80it/s]

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overall:  14%|█▍        | 565/4000 [02:06<12:50,  4.46it/s]

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overall:  14%|█▍        | 566/4000 [02:06<12:40,  4.52it/s]

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overall:  14%|█▍        | 568/4000 [02:06<14:59,  3.82it/s]

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overall:  14%|█▍        | 569/4000 [02:07<14:07,  4.05it/s]

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overall:  14%|█▍        | 577/4000 [02:08<09:38,  5.92it/s]

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train:  28%|██▊       | 982/3515 [03:37<10:37,  3.97it/s]
overall:  25%|██▍       | 983/4000 [03:40<12:28,  4.03it/s]

train:  28%|██▊       | 983/3515 [03:37<10:28,  4.03it/s]
overall:  25%|██▍       | 984/4000 [03:40<12:17,  4.09it/s]

train:  28%|██▊       | 984/3515 [03:37<10:18,  4.09it/s]
overall:  25%|██▍       | 985/4000 [03:41<12:13,  4.11it/s]

train:  28%|██▊       | 985/3515 [03:38<10:15,  4.11it/s]
overall:  25%|██▍       | 986/4000 [03:41<13:17,  3.78it/s]

train:  28%|██▊       | 986/3515 [03:38<11:09,  3.78it/s]
overall:  25%|██▍       | 987/4000 [03:41<12:16,  4.09it/s]

train:  28%|██▊       | 987/3515 [03:38<10:17,  4.09it/s]
overall:  25%|██▍       | 988/4000 [03:41<12:10,  4.13it/s]

train:  28%|██▊       | 988/3515 [03:38<10:12,  4.13it/s]
overall:  25%|██▍       | 989/4000 [03:42<12:23,  4.05it/s]

train:  28%|██▊       | 989/3515 [03:39<10:23,  4.05it/s]
overall:  25%|██▍       | 990/4000 [03:42<11:49,  4.24it/s]

train:  28%|██▊       | 990/3515 [03:39<09:54,  4.24it/s]
overall:  25%|██▍       | 991/4000 [03:42<11:54,  4.21it/s]

train:  28%|██▊       | 991/3515 [03:39<09:59,  4.21it/s]
overall:  25%|██▍       | 992/4000 [03:42<11:51,  4.23it/s]

train:  28%|██▊       | 992/3515 [03:39<09:56,  4.23it/s]
overall:  25%|██▍       | 993/4000 [03:43<11:48,  4.25it/s]

train:  28%|██▊       | 993/3515 [03:40<09:54,  4.25it/s]
overall:  25%|██▍       | 994/4000 [03:43<11:34,  4.33it/s]

train:  28%|██▊       | 994/3515 [03:40<09:42,  4.33it/s]
overall:  25%|██▍       | 995/4000 [03:43<11:40,  4.29it/s]

train:  28%|██▊       | 995/3515 [03:40<09:47,  4.29it/s]
overall:  25%|██▍       | 996/4000 [03:43<11:01,  4.54it/s]

train:  28%|██▊       | 996/3515 [03:40<09:14,  4.54it/s]
overall:  25%|██▍       | 997/4000 [03:43<11:11,  4.47it/s]

train:  28%|██▊       | 997/3515 [03:41<09:22,  4.47it/s]
overall:  25%|██▍       | 998/4000 [03:44<13:07,  3.81it/s]

train:  28%|██▊       | 998/3515 [03:41<11:00,  3.81it/s]
overall:  25%|██▍       | 999/4000 [03:44<12:15,  4.08it/s]

train:  28%|██▊       | 999/3515 [03:41<10:16,  4.08it/s]train loss: 4.1179609298706055
train per: 0.8854571267847098
train loss: 2.59135365486145
train per: 0.6666837165289891
train loss: 2.3951027393341064
train per: 0.629286400332269
train loss: 2.3476402759552
train per: 0.6175863913010262
train loss: 2.327937364578247
train per: 0.6139434461624181
train loss: 2.274653673171997
train per: 0.6040871201936004
train loss: 2.2111663818359375
train per: 0.592911503561323
train loss: 2.282592296600342
train per: 0.5986499415329011
train loss: 2.1773295402526855
train per: 0.5807016690185393
train loss: 2.1545920372009277
train per: 0.5707317073170731
train loss: 2.173433780670166
train per: 0.590058186988231
train loss: 2.1775643825531006
train per: 0.5790060449905857
train loss: 2.221200942993164
train per: 0.5905580409700966
train loss: 2.1805078983306885
train per: 0.5801213858592192
train loss: 2.1119143962860107
train per: 0.5659862023498388
train loss: 2.135969638824463
train per: 0.5700325732899023
train loss: 2.10740327835083
train per: 0.5678039575683395
train loss: 2.1239168643951416
train per: 0.5739813753181018
train loss: 2.164219379425049
train per: 0.5719597851535602
train loss: 2.1003236770629883
train per: 0.5677458335431247
train loss: 2.0892386436462402
train per: 0.5623073318700831
train loss: 2.1435980796813965
train per: 0.5712599512795399
train loss: 2.1524572372436523
train per: 0.5684263691861742
train loss: 2.1364986896514893
train per: 0.5702894199591689
train loss: 2.1133875846862793
train per: 0.5632217218779259
train loss: 2.065314769744873
train per: 0.555687540348612
train loss: 2.112027168273926
train per: 0.5593207807570978
train loss: 2.0773348808288574
train per: 0.5597703506253845
train loss: 2.080483913421631
train per: 0.5600752901809056
train loss: 2.091840982437134
train per: 0.5634020495993532
train loss: 2.114370346069336
train per: 0.5653625381271465
train loss: 2.060166835784912
train per: 0.5530789202958899
train loss: 2.1078033447265625
train per: 0.5631822804836705
train loss: 2.0975334644317627
train per: 0.5591965074580323
train loss: 2.067409038543701
train per: 0.5583056206727361
train loss: 2.0718066692352295
train per: 0.5648602829416579
train loss: 2.138911485671997
train per: 0.5642883947837508
train loss: 2.126038074493408
train per: 0.5654615570016871
train loss: 2.1079654693603516
train per: 0.5645058239543913
train loss: 2.117988109588623
train per: 0.5659760341968185
train loss: 2.074300765991211
train per: 0.5617950754567117
train loss: 2.0819292068481445
train per: 0.5622371511278607
train loss: 2.0864622592926025
train per: 0.5583835792174471
train loss: 2.1185123920440674
train per: 0.5668376241125793
train loss: 2.063830852508545
train per: 0.5523148732181153
train loss: 2.070338249206543
train per: 0.5554641060813901
train loss: 2.1008474826812744
train per: 0.5668045501551189
train loss: 2.1054799556732178
train per: 0.5696120515104883
train loss: 2.074068307876587
train per: 0.5579786118683162
train loss: 2.040947914123535
train per: 0.5496948884551721
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   6%|▋         | 171/2703 [00:00<00:01, 1708.92it/s]


word -> phonemes:  16%|█▌        | 438/2703 [00:00<00:00, 2272.82it/s]


word -> phonemes:  27%|██▋       | 728/2703 [00:00<00:00, 2557.69it/s]


word -> phonemes:  36%|███▋      | 984/2703 [00:00<00:00, 2457.04it/s]


word -> phonemes:  46%|████▌     | 1240/2703 [00:00<00:00, 2493.00it/s]


word -> phonemes:  55%|█████▌    | 1490/2703 [00:00<00:00, 2474.82it/s]


word -> phonemes:  66%|██████▋   | 1795/2703 [00:00<00:00, 2657.10it/s]


word -> phonemes:  76%|███████▋  | 2062/2703 [00:00<00:00, 2639.25it/s]


word -> phonemes:  86%|████████▌ | 2330/2703 [00:00<00:00, 2651.40it/s]


word -> phonemes:  96%|█████████▌| 2596/2703 [00:01<00:00, 2628.55it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2546.27it/s]



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overall:  47%|████▋     | 1890/4000 [09:12<08:04,  4.35it/s]

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overall:  47%|████▋     | 1891/4000 [09:12<08:14,  4.26it/s]

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overall:  47%|████▋     | 1893/4000 [09:12<08:10,  4.30it/s]

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overall:  47%|████▋     | 1894/4000 [09:12<08:06,  4.33it/s]

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overall:  48%|████▊     | 1900/4000 [09:14<07:58,  4.38it/s]

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overall:  48%|████▊     | 1901/4000 [09:14<07:41,  4.55it/s]

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overall:  48%|████▊     | 1902/4000 [09:14<06:50,  5.11it/s]

train:  54%|█████▍    | 1902/3515 [09:11<05:15,  5.11it/s]
overall:  48%|████▊     | 1903/4000 [09:14<07:12,  4.85it/s]

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overall:  48%|████▊     | 1904/4000 [09:15<10:53,  3.21it/s]

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overall:  48%|████▊     | 1905/4000 [09:15<08:51,  3.94it/s]

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overall:  48%|████▊     | 1909/4000 [09:16<08:02,  4.33it/s]

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overall:  48%|████▊     | 1910/4000 [09:16<08:06,  4.29it/s]

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overall:  48%|████▊     | 1912/4000 [09:16<06:55,  5.03it/s]

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overall:  48%|████▊     | 1914/4000 [09:17<07:18,  4.75it/s]

train:  54%|█████▍    | 1914/3515 [09:14<05:36,  4.75it/s]
overall:  48%|████▊     | 1915/4000 [09:17<07:30,  4.63it/s]

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overall:  48%|████▊     | 1916/4000 [09:17<06:56,  5.00it/s]

train:  55%|█████▍    | 1916/3515 [09:14<05:19,  5.00it/s]
overall:  48%|████▊     | 1917/4000 [09:18<07:14,  4.79it/s]

train:  55%|█████▍    | 1917/3515 [09:15<05:33,  4.79it/s]
overall:  48%|████▊     | 1918/4000 [09:18<07:07,  4.87it/s]

train:  55%|█████▍    | 1918/3515 [09:15<05:28,  4.87it/s]
overall:  48%|████▊     | 1919/4000 [09:18<07:29,  4.63it/s]

train:  55%|█████▍    | 1919/3515 [09:15<05:44,  4.63it/s]
overall:  48%|████▊     | 1920/4000 [09:18<07:44,  4.48it/s]

train:  55%|█████▍    | 1920/3515 [09:15<05:56,  4.48it/s]
overall:  48%|████▊     | 1921/4000 [09:18<07:52,  4.40it/s]

train:  55%|█████▍    | 1921/3515 [09:16<06:02,  4.40it/s]
overall:  48%|████▊     | 1922/4000 [09:19<07:56,  4.36it/s]

train:  55%|█████▍    | 1922/3515 [09:16<06:05,  4.36it/s]
overall:  48%|████▊     | 1923/4000 [09:19<07:48,  4.43it/s]

train:  55%|█████▍    | 1923/3515 [09:16<05:59,  4.43it/s]
overall:  48%|████▊     | 1924/4000 [09:19<08:03,  4.30it/s]

train:  55%|█████▍    | 1924/3515 [09:16<06:10,  4.30it/s]
overall:  48%|████▊     | 1925/4000 [09:19<07:37,  4.54it/s]

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overall:  48%|████▊     | 1928/4000 [09:20<09:46,  3.53it/s]

train:  55%|█████▍    | 1928/3515 [09:17<07:29,  3.53it/s]
overall:  48%|████▊     | 1929/4000 [09:20<09:06,  3.79it/s]

train:  55%|█████▍    | 1929/3515 [09:18<06:58,  3.79it/s]
overall:  48%|████▊     | 1930/4000 [09:21<08:45,  3.94it/s]

train:  55%|█████▍    | 1930/3515 [09:18<06:42,  3.94it/s]
overall:  48%|████▊     | 1931/4000 [09:21<08:37,  3.99it/s]

train:  55%|█████▍    | 1931/3515 [09:18<06:36,  3.99it/s]
overall:  48%|████▊     | 1932/4000 [09:21<08:31,  4.04it/s]

train:  55%|█████▍    | 1932/3515 [09:18<06:31,  4.04it/s]
overall:  48%|████▊     | 1933/4000 [09:21<08:20,  4.13it/s]

train:  55%|█████▍    | 1933/3515 [09:18<06:22,  4.13it/s]
overall:  48%|████▊     | 1934/4000 [09:22<08:11,  4.20it/s]

train:  55%|█████▌    | 1934/3515 [09:19<06:16,  4.20it/s]
overall:  48%|████▊     | 1935/4000 [09:22<09:16,  3.71it/s]

train:  55%|█████▌    | 1935/3515 [09:19<07:06,  3.71it/s]
overall:  48%|████▊     | 1936/4000 [09:22<07:52,  4.36it/s]

train:  55%|█████▌    | 1936/3515 [09:19<06:01,  4.36it/s]
overall:  48%|████▊     | 1937/4000 [09:22<07:49,  4.39it/s]

train:  55%|█████▌    | 1937/3515 [09:19<05:59,  4.39it/s]
overall:  48%|████▊     | 1938/4000 [09:23<07:41,  4.46it/s]

train:  55%|█████▌    | 1938/3515 [09:20<05:53,  4.46it/s]
overall:  48%|████▊     | 1939/4000 [09:23<08:00,  4.29it/s]

train:  55%|█████▌    | 1939/3515 [09:20<06:07,  4.29it/s]
overall:  48%|████▊     | 1940/4000 [09:23<07:53,  4.35it/s]

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overall:  49%|████▊     | 1941/4000 [09:23<08:05,  4.25it/s]

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overall:  49%|████▊     | 1942/4000 [09:23<07:57,  4.31it/s]

train:  55%|█████▌    | 1942/3515 [09:21<06:04,  4.31it/s]
overall:  49%|████▊     | 1943/4000 [09:24<07:49,  4.38it/s]

train:  55%|█████▌    | 1943/3515 [09:21<05:58,  4.38it/s]
overall:  49%|████▊     | 1944/4000 [09:24<06:32,  5.24it/s]

train:  55%|█████▌    | 1944/3515 [09:21<04:59,  5.24it/s]
overall:  49%|████▊     | 1945/4000 [09:24<07:01,  4.87it/s]

train:  55%|█████▌    | 1945/3515 [09:21<05:22,  4.87it/s]
overall:  49%|████▊     | 1946/4000 [09:24<07:18,  4.68it/s]

train:  55%|█████▌    | 1946/3515 [09:21<05:35,  4.68it/s]
overall:  49%|████▊     | 1948/4000 [09:25<06:20,  5.39it/s]

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overall:  49%|████▊     | 1949/4000 [09:25<06:43,  5.09it/s]

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overall:  49%|████▉     | 1950/4000 [09:25<07:10,  4.77it/s]

train:  55%|█████▌    | 1950/3515 [09:22<05:28,  4.77it/s]
overall:  49%|████▉     | 1951/4000 [09:25<07:23,  4.62it/s]

train:  56%|█████▌    | 1951/3515 [09:22<05:38,  4.62it/s]
overall:  49%|████▉     | 1952/4000 [09:26<09:56,  3.43it/s]

train:  56%|█████▌    | 1952/3515 [09:23<07:35,  3.44it/s]
overall:  49%|████▉     | 1953/4000 [09:26<09:13,  3.70it/s]

train:  56%|█████▌    | 1953/3515 [09:23<07:01,  3.70it/s]
overall:  49%|████▉     | 1954/4000 [09:26<08:49,  3.86it/s]

train:  56%|█████▌    | 1954/3515 [09:23<06:44,  3.86it/s]
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overall:  49%|████▉     | 1957/4000 [09:27<07:57,  4.28it/s]

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train:  56%|█████▌    | 1959/3515 [09:25<06:37,  3.91it/s]
overall:  49%|████▉     | 1960/4000 [09:28<08:35,  3.96it/s]

train:  56%|█████▌    | 1960/3515 [09:25<06:33,  3.95it/s]
overall:  49%|████▉     | 1961/4000 [09:28<11:42,  2.90it/s]

train:  56%|█████▌    | 1961/3515 [09:25<08:55,  2.90it/s]
overall:  49%|████▉     | 1962/4000 [09:28<10:47,  3.15it/s]

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overall:  49%|████▉     | 1965/4000 [09:29<08:39,  3.92it/s]

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overall:  49%|████▉     | 1966/4000 [09:29<08:15,  4.11it/s]

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overall:  49%|████▉     | 1968/4000 [09:30<07:32,  4.49it/s]

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overall:  49%|████▉     | 1969/4000 [09:30<07:39,  4.42it/s]

train:  56%|█████▌    | 1969/3515 [09:27<05:49,  4.42it/s]
overall:  49%|████▉     | 1970/4000 [09:30<07:42,  4.39it/s]

train:  56%|█████▌    | 1970/3515 [09:27<05:51,  4.39it/s]
overall:  49%|████▉     | 1971/4000 [09:30<07:48,  4.33it/s]

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overall:  49%|████▉     | 1972/4000 [09:31<07:40,  4.40it/s]

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overall:  49%|████▉     | 1973/4000 [09:31<07:47,  4.34it/s]

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overall:  49%|████▉     | 1974/4000 [09:31<07:50,  4.30it/s]

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overall:  49%|████▉     | 1975/4000 [09:31<07:54,  4.27it/s]

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overall:  49%|████▉     | 1976/4000 [09:32<07:53,  4.27it/s]

train:  56%|█████▌    | 1976/3515 [09:29<06:00,  4.27it/s]
overall:  49%|████▉     | 1977/4000 [09:32<07:57,  4.24it/s]

train:  56%|█████▌    | 1977/3515 [09:29<06:03,  4.24it/s]
overall:  49%|████▉     | 1978/4000 [09:32<07:46,  4.34it/s]

train:  56%|█████▋    | 1978/3515 [09:29<05:54,  4.34it/s]
overall:  49%|████▉     | 1979/4000 [09:32<07:09,  4.70it/s]

train:  56%|█████▋    | 1979/3515 [09:29<05:26,  4.70it/s]
overall:  50%|████▉     | 1980/4000 [09:33<07:34,  4.45it/s]

train:  56%|█████▋    | 1980/3515 [09:30<05:45,  4.44it/s]
overall:  50%|████▉     | 1981/4000 [09:33<07:08,  4.71it/s]

train:  56%|█████▋    | 1981/3515 [09:30<05:25,  4.71it/s]
overall:  50%|████▉     | 1982/4000 [09:33<07:10,  4.68it/s]

train:  56%|█████▋    | 1982/3515 [09:30<05:27,  4.68it/s]
overall:  50%|████▉     | 1983/4000 [09:33<06:04,  5.54it/s]

train:  56%|█████▋    | 1983/3515 [09:30<04:36,  5.54it/s]
overall:  50%|████▉     | 1984/4000 [09:33<06:46,  4.96it/s]

train:  56%|█████▋    | 1984/3515 [09:30<05:08,  4.96it/s]
overall:  50%|████▉     | 1985/4000 [09:34<08:22,  4.01it/s]

train:  56%|█████▋    | 1985/3515 [09:31<06:21,  4.01it/s]
overall:  50%|████▉     | 1986/4000 [09:34<07:01,  4.78it/s]

train:  57%|█████▋    | 1986/3515 [09:31<05:20,  4.78it/s]
overall:  50%|████▉     | 1987/4000 [09:34<07:18,  4.59it/s]

train:  57%|█████▋    | 1987/3515 [09:31<05:33,  4.59it/s]
overall:  50%|████▉     | 1988/4000 [09:34<07:29,  4.48it/s]

train:  57%|█████▋    | 1988/3515 [09:31<05:40,  4.48it/s]
overall:  50%|████▉     | 1989/4000 [09:34<07:29,  4.47it/s]

train:  57%|█████▋    | 1989/3515 [09:32<05:41,  4.47it/s]
overall:  50%|████▉     | 1990/4000 [09:35<07:40,  4.36it/s]

train:  57%|█████▋    | 1990/3515 [09:32<05:49,  4.36it/s]
overall:  50%|████▉     | 1991/4000 [09:35<07:47,  4.30it/s]

train:  57%|█████▋    | 1991/3515 [09:32<05:54,  4.30it/s]
overall:  50%|████▉     | 1992/4000 [09:35<06:43,  4.97it/s]

train:  57%|█████▋    | 1992/3515 [09:32<05:06,  4.97it/s]
overall:  50%|████▉     | 1993/4000 [09:35<07:02,  4.75it/s]

train:  57%|█████▋    | 1993/3515 [09:32<05:20,  4.75it/s]
overall:  50%|████▉     | 1994/4000 [09:36<07:15,  4.61it/s]

train:  57%|█████▋    | 1994/3515 [09:33<05:29,  4.61it/s]
overall:  50%|████▉     | 1995/4000 [09:36<07:25,  4.51it/s]

train:  57%|█████▋    | 1995/3515 [09:33<05:37,  4.51it/s]
overall:  50%|████▉     | 1996/4000 [09:36<07:18,  4.57it/s]

train:  57%|█████▋    | 1996/3515 [09:33<05:32,  4.57it/s]
overall:  50%|████▉     | 1997/4000 [09:36<07:34,  4.41it/s]

train:  57%|█████▋    | 1997/3515 [09:33<05:44,  4.41it/s]
overall:  50%|████▉     | 1998/4000 [09:36<07:27,  4.47it/s]

train:  57%|█████▋    | 1998/3515 [09:34<05:39,  4.47it/s]
overall:  50%|████▉     | 1999/4000 [09:37<07:23,  4.51it/s]

train:  57%|█████▋    | 1999/3515 [09:34<05:36,  4.51it/s]dev loss: 2.3446767330169678
dev per: 0.5939750260145682
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 2.073364496231079
train per: 0.5592239876727209
train loss: 2.057173490524292
train per: 0.5612507856693904
train loss: 2.123217821121216
train per: 0.5635144993616633
train loss: 2.0597589015960693
train per: 0.557388929148782
train loss: 2.112624168395996
train per: 0.5581776239907728
train loss: 2.089592695236206
train per: 0.5583661232902379
train loss: 2.060638904571533
train per: 0.5555325213785955
train loss: 2.06842041015625
train per: 0.5507610388305622
train loss: 2.0660436153411865
train per: 0.549759306038797
train loss: 2.061603307723999
train per: 0.5534661728652652
train loss: 2.0877890586853027
train per: 0.5558272020665637
train loss: 2.0373432636260986
train per: 0.5498043572774262
train loss: 2.087400436401367
train per: 0.5556567957479119
train loss: 2.0362672805786133
train per: 0.5489070128717266
train loss: 2.0564956665039062
train per: 0.55577976362064
train loss: 2.112008571624756
train per: 0.5612672283640968
train loss: 2.070706844329834
train per: 0.5556136958252759
train loss: 2.035797357559204
train per: 0.5496466776527107
train loss: 2.0627245903015137
train per: 0.5545730363301611
train loss: 2.0599746704101562
train per: 0.5501671855182751
train loss: 2.0329208374023438
train per: 0.5459385196634038
train loss: 2.0368525981903076
train per: 0.5478813041885456
train loss: 2.0197718143463135
train per: 0.5497814858959078
train loss: 2.0775930881500244
train per: 0.5540328709861296
train loss: 2.111211061477661
train per: 0.5700784723403222
train loss: 2.070457935333252
train per: 0.5552492533884678
train loss: 2.0449464321136475
train per: 0.5512023777357471
train loss: 2.1102490425109863
train per: 0.5623802200402224
train loss: 2.083284378051758
train per: 0.5513315096677656
train loss: 2.08651065826416
train per: 0.5574815945633171
train loss: 2.0513205528259277
train per: 0.5516993715531615
train loss: 2.074617862701416
train per: 0.555968969626225
train loss: 2.066253185272217
train per: 0.553690036900369
train loss: 2.083712577819824
train per: 0.5585258638315272
train loss: 2.0286765098571777
train per: 0.5478989162704255
train loss: 2.0138931274414062
train per: 0.5540104370908872
train loss: 2.0944838523864746
train per: 0.5680346145678488
train loss: 2.0625767707824707
train per: 0.5588257190361565
train loss: 2.0499186515808105
train per: 0.5576640348488974
train loss: 2.1217541694641113
train per: 0.5606165649842855
train loss: 2.0961718559265137
train per: 0.5555230859146698
train loss: 2.0786633491516113
train per: 0.554698349020213
train loss: 2.0443148612976074
train per: 0.5524795857398924
train loss: 2.0149643421173096
train per: 0.5467049576783555
train loss: 2.053776979446411
train per: 0.5511990157160434
train loss: 2.0559940338134766
train per: 0.5513668371308469
train loss: 2.040250778198242
train per: 0.5511391778107975
train loss: 2.100315809249878
train per: 0.5594956658786446
train loss: 2.016000747680664
train per: 0.5403698584433535
train loss: 2.051631450653076
train per: 0.5473072733873896
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   8%|▊         | 217/2703 [00:00<00:01, 2169.01it/s]


word -> phonemes:  16%|█▌        | 434/2703 [00:00<00:01, 2154.80it/s]


word -> phonemes:  24%|██▍       | 656/2703 [00:00<00:00, 2184.29it/s]


word -> phonemes:  34%|███▍      | 929/2703 [00:00<00:00, 2397.63it/s]


word -> phonemes:  44%|████▍     | 1188/2703 [00:00<00:00, 2464.66it/s]


word -> phonemes:  53%|█████▎    | 1436/2703 [00:00<00:00, 2442.74it/s]


word -> phonemes:  63%|██████▎   | 1690/2703 [00:00<00:00, 2471.76it/s]


word -> phonemes:  73%|███████▎  | 1962/2703 [00:00<00:00, 2548.22it/s]


word -> phonemes:  82%|████████▏ | 2217/2703 [00:00<00:00, 2494.85it/s]


word -> phonemes:  92%|█████████▏| 2488/2703 [00:01<00:00, 2555.72it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2362.51it/s]



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


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train:  83%|████████▎ | 2925/3515 [15:20<01:55,  5.09it/s]
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train:  83%|████████▎ | 2926/3515 [15:20<01:54,  5.14it/s]
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train:  83%|████████▎ | 2927/3515 [15:21<02:00,  4.88it/s]
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train:  83%|████████▎ | 2930/3515 [15:21<02:10,  4.49it/s]
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train:  83%|████████▎ | 2931/3515 [15:22<02:42,  3.59it/s]
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train:  83%|████████▎ | 2932/3515 [15:22<02:33,  3.80it/s]
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train:  83%|████████▎ | 2933/3515 [15:22<02:27,  3.96it/s]
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train:  83%|████████▎ | 2934/3515 [15:22<02:20,  4.13it/s]
overall:  73%|███████▎  | 2935/4000 [15:25<04:11,  4.24it/s]

train:  83%|████████▎ | 2935/3515 [15:23<02:16,  4.24it/s]
overall:  73%|███████▎  | 2936/4000 [15:26<03:37,  4.89it/s]

train:  84%|████████▎ | 2936/3515 [15:23<01:58,  4.89it/s]
overall:  73%|███████▎  | 2937/4000 [15:26<03:31,  5.03it/s]

train:  84%|████████▎ | 2937/3515 [15:23<01:54,  5.03it/s]
overall:  73%|███████▎  | 2938/4000 [15:26<03:19,  5.31it/s]

train:  84%|████████▎ | 2938/3515 [15:23<01:48,  5.31it/s]
overall:  73%|███████▎  | 2939/4000 [15:26<03:38,  4.85it/s]

train:  84%|████████▎ | 2939/3515 [15:23<01:58,  4.85it/s]
overall:  74%|███████▎  | 2940/4000 [15:26<03:51,  4.58it/s]

train:  84%|████████▎ | 2940/3515 [15:24<02:05,  4.58it/s]
overall:  74%|███████▎  | 2941/4000 [15:27<03:53,  4.54it/s]

train:  84%|████████▎ | 2941/3515 [15:24<02:06,  4.54it/s]
overall:  74%|███████▎  | 2942/4000 [15:27<03:55,  4.48it/s]

train:  84%|████████▎ | 2942/3515 [15:24<02:07,  4.48it/s]
overall:  74%|███████▎  | 2943/4000 [15:27<03:51,  4.57it/s]

train:  84%|████████▎ | 2943/3515 [15:24<02:05,  4.57it/s]
overall:  74%|███████▎  | 2944/4000 [15:27<04:00,  4.40it/s]

train:  84%|████████▍ | 2944/3515 [15:24<02:09,  4.40it/s]
overall:  74%|███████▎  | 2945/4000 [15:28<04:00,  4.38it/s]

train:  84%|████████▍ | 2945/3515 [15:25<02:10,  4.38it/s]
overall:  74%|███████▎  | 2946/4000 [15:28<04:06,  4.27it/s]

train:  84%|████████▍ | 2946/3515 [15:25<02:13,  4.27it/s]
overall:  74%|███████▎  | 2947/4000 [15:28<04:24,  3.98it/s]

train:  84%|████████▍ | 2947/3515 [15:25<02:22,  3.98it/s]
overall:  74%|███████▎  | 2948/4000 [15:28<04:14,  4.13it/s]

train:  84%|████████▍ | 2948/3515 [15:25<02:17,  4.13it/s]
overall:  74%|███████▎  | 2949/4000 [15:29<04:12,  4.16it/s]

train:  84%|████████▍ | 2949/3515 [15:26<02:16,  4.16it/s]
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train:  84%|████████▍ | 2950/3515 [15:26<02:12,  4.28it/s]
overall:  74%|███████▍  | 2951/4000 [15:29<04:02,  4.33it/s]

train:  84%|████████▍ | 2951/3515 [15:26<02:10,  4.33it/s]
overall:  74%|███████▍  | 2952/4000 [15:29<03:39,  4.78it/s]

train:  84%|████████▍ | 2952/3515 [15:26<01:57,  4.78it/s]
overall:  74%|███████▍  | 2953/4000 [15:29<03:45,  4.64it/s]

train:  84%|████████▍ | 2953/3515 [15:27<02:01,  4.64it/s]
overall:  74%|███████▍  | 2954/4000 [15:30<03:55,  4.45it/s]

train:  84%|████████▍ | 2954/3515 [15:27<02:06,  4.45it/s]
overall:  74%|███████▍  | 2955/4000 [15:30<05:00,  3.48it/s]

train:  84%|████████▍ | 2955/3515 [15:27<02:40,  3.48it/s]
overall:  74%|███████▍  | 2956/4000 [15:30<04:43,  3.68it/s]

train:  84%|████████▍ | 2956/3515 [15:27<02:32,  3.68it/s]
overall:  74%|███████▍  | 2957/4000 [15:31<04:31,  3.84it/s]

train:  84%|████████▍ | 2957/3515 [15:28<02:25,  3.84it/s]
overall:  74%|███████▍  | 2958/4000 [15:31<04:15,  4.08it/s]

train:  84%|████████▍ | 2958/3515 [15:28<02:16,  4.08it/s]
overall:  74%|███████▍  | 2959/4000 [15:31<04:12,  4.12it/s]

train:  84%|████████▍ | 2959/3515 [15:28<02:14,  4.12it/s]
overall:  74%|███████▍  | 2960/4000 [15:31<04:10,  4.15it/s]

train:  84%|████████▍ | 2960/3515 [15:28<02:13,  4.15it/s]
overall:  74%|███████▍  | 2961/4000 [15:31<03:37,  4.79it/s]

train:  84%|████████▍ | 2961/3515 [15:28<01:55,  4.79it/s]
overall:  74%|███████▍  | 2962/4000 [15:32<03:45,  4.59it/s]

train:  84%|████████▍ | 2962/3515 [15:29<02:00,  4.59it/s]
overall:  74%|███████▍  | 2963/4000 [15:32<03:51,  4.49it/s]

train:  84%|████████▍ | 2963/3515 [15:29<02:03,  4.49it/s]
overall:  74%|███████▍  | 2964/4000 [15:32<03:56,  4.37it/s]

train:  84%|████████▍ | 2964/3515 [15:29<02:06,  4.37it/s]
overall:  74%|███████▍  | 2965/4000 [15:32<04:01,  4.28it/s]

train:  84%|████████▍ | 2965/3515 [15:29<02:08,  4.28it/s]
overall:  74%|███████▍  | 2966/4000 [15:33<03:55,  4.39it/s]

train:  84%|████████▍ | 2966/3515 [15:30<02:05,  4.39it/s]
overall:  74%|███████▍  | 2967/4000 [15:33<03:57,  4.34it/s]

train:  84%|████████▍ | 2967/3515 [15:30<02:06,  4.34it/s]
overall:  74%|███████▍  | 2968/4000 [15:33<03:59,  4.31it/s]

train:  84%|████████▍ | 2968/3515 [15:30<02:06,  4.31it/s]
overall:  74%|███████▍  | 2970/4000 [15:34<04:55,  3.49it/s]

train:  84%|████████▍ | 2970/3515 [15:31<02:36,  3.49it/s]
overall:  74%|███████▍  | 2971/4000 [15:34<04:37,  3.70it/s]

train:  85%|████████▍ | 2971/3515 [15:31<02:26,  3.70it/s]
overall:  74%|███████▍  | 2972/4000 [15:34<04:28,  3.82it/s]

train:  85%|████████▍ | 2972/3515 [15:31<02:21,  3.82it/s]
overall:  74%|███████▍  | 2973/4000 [15:34<04:17,  3.99it/s]

train:  85%|████████▍ | 2973/3515 [15:32<02:15,  3.99it/s]
overall:  74%|███████▍  | 2974/4000 [15:35<04:04,  4.20it/s]

train:  85%|████████▍ | 2974/3515 [15:32<02:08,  4.20it/s]
overall:  74%|███████▍  | 2975/4000 [15:35<04:00,  4.25it/s]

train:  85%|████████▍ | 2975/3515 [15:32<02:06,  4.25it/s]
overall:  74%|███████▍  | 2976/4000 [15:35<03:55,  4.34it/s]

train:  85%|████████▍ | 2976/3515 [15:32<02:04,  4.34it/s]
overall:  74%|███████▍  | 2977/4000 [15:35<03:58,  4.29it/s]

train:  85%|████████▍ | 2977/3515 [15:32<02:05,  4.29it/s]
overall:  74%|███████▍  | 2978/4000 [15:36<03:57,  4.31it/s]

train:  85%|████████▍ | 2978/3515 [15:33<02:04,  4.31it/s]
overall:  74%|███████▍  | 2979/4000 [15:36<03:52,  4.38it/s]

train:  85%|████████▍ | 2979/3515 [15:33<02:02,  4.38it/s]
overall:  74%|███████▍  | 2980/4000 [15:36<03:50,  4.43it/s]

train:  85%|████████▍ | 2980/3515 [15:33<02:00,  4.43it/s]
overall:  75%|███████▍  | 2981/4000 [15:36<03:16,  5.20it/s]

train:  85%|████████▍ | 2981/3515 [15:33<01:42,  5.20it/s]
overall:  75%|███████▍  | 2983/4000 [15:36<02:56,  5.77it/s]

train:  85%|████████▍ | 2983/3515 [15:33<01:32,  5.77it/s]
overall:  75%|███████▍  | 2984/4000 [15:37<03:03,  5.53it/s]

train:  85%|████████▍ | 2984/3515 [15:34<01:35,  5.53it/s]
overall:  75%|███████▍  | 2985/4000 [15:37<03:15,  5.20it/s]

train:  85%|████████▍ | 2985/3515 [15:34<01:41,  5.20it/s]
overall:  75%|███████▍  | 2986/4000 [15:37<03:21,  5.03it/s]

train:  85%|████████▍ | 2986/3515 [15:34<01:45,  5.03it/s]
overall:  75%|███████▍  | 2987/4000 [15:37<03:26,  4.90it/s]

train:  85%|████████▍ | 2987/3515 [15:34<01:47,  4.90it/s]
overall:  75%|███████▍  | 2988/4000 [15:37<03:33,  4.73it/s]

train:  85%|████████▌ | 2988/3515 [15:35<01:51,  4.73it/s]
overall:  75%|███████▍  | 2989/4000 [15:38<03:44,  4.51it/s]

train:  85%|████████▌ | 2989/3515 [15:35<01:56,  4.51it/s]
overall:  75%|███████▍  | 2990/4000 [15:38<03:46,  4.45it/s]

train:  85%|████████▌ | 2990/3515 [15:35<01:57,  4.45it/s]
overall:  75%|███████▍  | 2991/4000 [15:38<03:32,  4.75it/s]

train:  85%|████████▌ | 2991/3515 [15:35<01:50,  4.75it/s]
overall:  75%|███████▍  | 2992/4000 [15:38<03:37,  4.63it/s]

train:  85%|████████▌ | 2992/3515 [15:35<01:53,  4.63it/s]
overall:  75%|███████▍  | 2993/4000 [15:39<03:43,  4.51it/s]

train:  85%|████████▌ | 2993/3515 [15:36<01:55,  4.51it/s]
overall:  75%|███████▍  | 2994/4000 [15:39<04:44,  3.54it/s]

train:  85%|████████▌ | 2994/3515 [15:36<02:27,  3.54it/s]
overall:  75%|███████▍  | 2995/4000 [15:39<04:29,  3.73it/s]

train:  85%|████████▌ | 2995/3515 [15:36<02:19,  3.73it/s]
overall:  75%|███████▍  | 2996/4000 [15:40<04:28,  3.73it/s]

train:  85%|████████▌ | 2996/3515 [15:37<02:19,  3.73it/s]
overall:  75%|███████▍  | 2997/4000 [15:40<04:17,  3.89it/s]

train:  85%|████████▌ | 2997/3515 [15:37<02:13,  3.89it/s]
overall:  75%|███████▍  | 2998/4000 [15:40<04:02,  4.14it/s]

train:  85%|████████▌ | 2998/3515 [15:37<02:05,  4.14it/s]
overall:  75%|███████▍  | 2999/4000 [15:40<03:59,  4.19it/s]

train:  85%|████████▌ | 2999/3515 [15:37<02:03,  4.19it/s]dev loss: 2.344381093978882
dev per: 0.5956451612903226
train loss: 1.9966657161712646
train per: 0.5455695861716163
train loss: 2.008369207382202
train per: 0.5576880713734993
train loss: 2.0479226112365723
train per: 0.5528633289544106
train loss: 2.0747852325439453
train per: 0.555185919214798
train loss: 2.026958465576172
train per: 0.5468968269806426
train loss: 2.0238595008850098
train per: 0.5447557421812258
train loss: 2.0560524463653564
train per: 0.5502239733577241
train loss: 2.0792384147644043
train per: 0.5555555555555556
train loss: 2.0017380714416504
train per: 0.5428613152898798
train loss: 2.0274152755737305
train per: 0.5472942408875556
train loss: 2.0437257289886475
train per: 0.5486782012998419
train loss: 2.042891025543213
train per: 0.5519324903120538
train loss: 2.1023941040039062
train per: 0.5616178357570573
train loss: 2.0603249073028564
train per: 0.5526386024505641
train loss: 2.0058932304382324
train per: 0.5524255319148936
train loss: 2.072747230529785
train per: 0.5567904093025648
train loss: 2.0600850582122803
train per: 0.5510885842644857
train loss: 2.0393362045288086
train per: 0.5541604868818084
train loss: 2.036430597305298
train per: 0.5446069687239862
train loss: 2.0478250980377197
train per: 0.5493927438694206
train loss: 2.035299301147461
train per: 0.5505090889706274
train loss: 2.095757007598877
train per: 0.5641769227141982
train loss: 2.0966877937316895
train per: 0.5598851146591886
train loss: 2.0372700691223145
train per: 0.5484216906793491
train loss: 2.0267014503479004
train per: 0.5508147512864494
train loss: 2.0151307582855225
train per: 0.5442241707967975
train loss: 1.9994693994522095
train per: 0.5392298066252685
train loss: 2.0196993350982666
train per: 0.5456856443954147
train loss: 2.0182433128356934
train per: 0.5481241016999554
train loss: 2.077821731567383
train per: 0.5523508404794941
train loss: 2.005253791809082
train per: 0.546360195903829
train loss: 2.0169169902801514
train per: 0.5497921561539851
train loss: 2.0346646308898926
train per: 0.5480074574691214
train loss: 2.0204806327819824
train per: 0.5496628988195192
train loss: 2.052591562271118
train per: 0.5478806907378336
train loss: 2.0266194343566895
train per: 0.5504053383334252
train loss: 2.0656652450561523
train per: 0.5601282209345334
train loss: 2.0071637630462646
train per: 0.54660695668657
train loss: 2.026183605194092
train per: 0.5433283835383963
train loss: 2.003038167953491
train per: 0.543531000675287
train loss: 1.978412389755249
train per: 0.5402476010540447
train loss: 2.043433904647827
train per: 0.5548559735558004
train loss: 2.019047975540161
train per: 0.5513392261062301
train loss: 2.0778517723083496
train per: 0.5507873926023839
train loss: 2.0170629024505615
train per: 0.5456804182411098
train loss: 2.044431209564209
train per: 0.5454318210223722
train loss: 2.0458738803863525
train per: 0.5495259229372604
train loss: 2.0731942653656006
train per: 0.5538175973923082
train loss: 2.026777744293213
train per: 0.5504784024639621
train loss: 2.072680950164795
train per: 0.5612239865864483
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   6%|▌         | 151/2703 [00:00<00:01, 1463.92it/s]


word -> phonemes:  11%|█         | 298/2703 [00:00<00:01, 1412.32it/s]


word -> phonemes:  20%|█▉        | 539/2703 [00:00<00:01, 1851.44it/s]


word -> phonemes:  28%|██▊       | 746/2703 [00:00<00:01, 1934.07it/s]


word -> phonemes:  38%|███▊      | 1019/2703 [00:00<00:00, 2216.51it/s]


word -> phonemes:  48%|████▊     | 1306/2703 [00:00<00:00, 2436.24it/s]


word -> phonemes:  57%|█████▋    | 1551/2703 [00:00<00:00, 2291.63it/s]


word -> phonemes:  68%|██████▊   | 1839/2703 [00:00<00:00, 2469.99it/s]


word -> phonemes:  77%|███████▋  | 2089/2703 [00:00<00:00, 2432.76it/s]


word -> phonemes:  86%|████████▋ | 2334/2703 [00:01<00:00, 2420.23it/s]


word -> phonemes:  95%|█████████▌| 2578/2703 [00:01<00:00, 2385.59it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2253.01it/s]



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


dev:   0%|          | 1/2703 [00:01<52:49,  1.17s/it]


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dev:   0%|          | 9/2703 [00:01<05:49,  7.71it/s]


dev:   0%|          | 11/2703 [00:02<05:05,  8.81it/s]


dev:   0%|          | 13/2703 [00:02<04:48,  9.31it/s]


dev:   1%|          | 15/2703 [00:02<04:21, 10.27it/s]


dev:   1%|          | 17/2703 [00:02<03:55, 11.43it/s]


dev:   1%|          | 19/2703 [00:02<03:40, 12.17it/s]


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dev:   1%|          | 23/2703 [00:02<03:32, 12.61it/s]


dev:   1%|          | 25/2703 [00:03<03:30, 12.75it/s]


dev:   1%|          | 27/2703 [00:03<03:33, 12.54it/s]


dev:   1%|          | 29/2703 [00:03<03:36, 12.33it/s]


dev:   1%|          | 31/2703 [00:03<03:31, 12.64it/s]


dev:   1%|          | 33/2703 [00:03<03:39, 12.18it/s]


dev:   1%|▏         | 35/2703 [00:03<03:29, 12.71it/s]


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train: 100%|██████████| 3515/3515 [19:53<00:00,  4.76it/s]403-128339-0009 Failed!!!
403-128339-0009 Failed!!!
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!!!
403-128339-0009 Failed!!!

train: 100%|██████████| 3515/3515 [19:53<00:00,  2.95it/s]
dev loss: 2.334592342376709
dev per: 0.5891155046826223
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.991416335105896
train per: 0.5408937288772061
train loss: 2.0300865173339844
train per: 0.5507341302330658
train loss: 1.9994142055511475
train per: 0.5440517912772586
train loss: 1.9948581457138062
train per: 0.5392912949241393
train loss: 2.0328586101531982
train per: 0.5465476838592089
train loss: 2.0342304706573486
train per: 0.5480095460546359
train loss: 1.9892953634262085
train per: 0.5426635772931043
train loss: 2.059417486190796
train per: 0.5505391321053769
train loss: 2.0659704208374023
train per: 0.5552623061026318
train loss: 2.0061569213867188
train per: 0.5441491132138272
train loss: 2.042933940887451
train per: 0.5502431786332537
train loss: 2.0803475379943848
train per: 0.5526136015641563
train loss: 1.984872817993164
train per: 0.5481947414769154
train loss: 2.019859552383423
train per: 0.5444929600485675
train loss: 2.041896104812622
train per: 0.5490138357374154
train loss: 2.0465586185455322
train per: 0.546807686170819
train loss: 2.068666934967041
train per: 0.5499954237598389
train loss: 2.0425968170166016
train per: 0.5578856424756519
train loss: 2.0473923683166504
train per: 0.5559626739772248
train loss: 2.0497937202453613
train per: 0.5542031190566755
train loss: 2.0629045963287354
train per: 0.562427777472074
train loss: 2.073199510574341
train per: 0.5566534401825773
train loss: 2.0838913917541504
train per: 0.5565769680762159
train loss: 2.0594890117645264
train per: 0.5566359857482185
train loss: 2.0757927894592285
train per: 0.5556579040600864
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:   7%|▋         | 241/3515 [00:00<00:01, 2402.33it/s]

word -> phonemes:  14%|█▎        | 482/3515 [00:00<00:01, 1745.75it/s]

word -> phonemes:  19%|█▉        | 668/3515 [00:00<00:01, 1484.29it/s]

word -> phonemes:  24%|██▍       | 849/3515 [00:00<00:01, 1584.17it/s]

word -> phonemes:  31%|███       | 1088/3515 [00:00<00:01, 1822.30it/s]

word -> phonemes:  36%|███▋      | 1281/3515 [00:00<00:01, 1839.34it/s]

word -> phonemes:  42%|████▏     | 1471/3515 [00:00<00:01, 1705.51it/s]

word -> phonemes:  48%|████▊     | 1683/3515 [00:00<00:01, 1807.12it/s]

word -> phonemes:  55%|█████▍    | 1921/3515 [00:01<00:00, 1969.34it/s]

word -> phonemes:  61%|██████▏   | 2157/3515 [00:01<00:00, 2080.99it/s]

word -> phonemes:  68%|██████▊   | 2376/3515 [00:01<00:00, 2112.50it/s]

word -> phonemes:  74%|███████▎  | 2591/3515 [00:01<00:00, 1746.21it/s]

word -> phonemes:  79%|███████▉  | 2780/3515 [00:01<00:00, 1748.50it/s]

word -> phonemes:  84%|████████▍ | 2964/3515 [00:01<00:00, 1688.73it/s]

word -> phonemes:  90%|█████████ | 3165/3515 [00:01<00:00, 1773.67it/s]

word -> phonemes:  95%|█████████▌| 3348/3515 [00:01<00:00, 1693.44it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 1794.47it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [20:01<13:20,  1.65s/it]

train:   0%|          | 1/3515 [00:01<1:27:51,  1.50s/it]
overall:  88%|████████▊ | 3517/4000 [20:01<09:38,  1.20s/it]

train:   0%|          | 2/3515 [00:01<40:47,  1.44it/s]  
overall:  88%|████████▊ | 3518/4000 [20:01<07:20,  1.09it/s]

train:   0%|          | 3/3515 [00:01<28:53,  2.03it/s]
overall:  88%|████████▊ | 3519/4000 [20:01<05:50,  1.37it/s]

train:   0%|          | 4/3515 [00:02<24:16,  2.41it/s]
overall:  88%|████████▊ | 3520/4000 [20:01<04:34,  1.75it/s]

train:   0%|          | 5/3515 [00:02<19:53,  2.94it/s]
overall:  88%|████████▊ | 3521/4000 [20:02<03:37,  2.20it/s]

train:   0%|          | 6/3515 [00:02<16:41,  3.50it/s]
overall:  88%|████████▊ | 3523/4000 [20:02<02:33,  3.10it/s]

train:   0%|          | 8/3515 [00:02<13:18,  4.39it/s]
overall:  88%|████████▊ | 3524/4000 [20:02<02:23,  3.32it/s]

train:   0%|          | 9/3515 [00:03<13:25,  4.35it/s]
overall:  88%|████████▊ | 3525/4000 [20:02<02:07,  3.73it/s]

train:   0%|          | 10/3515 [00:03<12:33,  4.65it/s]
overall:  88%|████████▊ | 3526/4000 [20:02<01:46,  4.44it/s]

train:   0%|          | 11/3515 [00:03<10:50,  5.39it/s]
overall:  88%|████████▊ | 3527/4000 [20:03<01:49,  4.33it/s]

train:   0%|          | 12/3515 [00:03<11:50,  4.93it/s]
overall:  88%|████████▊ | 3528/4000 [20:03<01:48,  4.34it/s]

train:   0%|          | 13/3515 [00:03<12:17,  4.75it/s]
overall:  88%|████████▊ | 3529/4000 [20:03<01:49,  4.32it/s]

train:   0%|          | 14/3515 [00:04<12:41,  4.60it/s]
overall:  88%|████████▊ | 3530/4000 [20:03<01:45,  4.44it/s]

train:   0%|          | 15/3515 [00:04<12:33,  4.64it/s]
overall:  88%|████████▊ | 3531/4000 [20:04<01:52,  4.19it/s]

train:   0%|          | 16/3515 [00:04<13:31,  4.31it/s]
overall:  88%|████████▊ | 3532/4000 [20:04<01:49,  4.29it/s]

train:   0%|          | 17/3515 [00:04<13:19,  4.38it/s]
overall:  88%|████████▊ | 3533/4000 [20:04<01:41,  4.62it/s]

train:   1%|          | 18/3515 [00:05<12:24,  4.70it/s]
overall:  88%|████████▊ | 3534/4000 [20:04<01:41,  4.57it/s]

train:   1%|          | 19/3515 [00:05<12:36,  4.62it/s]
overall:  88%|████████▊ | 3535/4000 [20:05<01:41,  4.56it/s]

train:   1%|          | 20/3515 [00:05<12:39,  4.60it/s]
overall:  88%|████████▊ | 3536/4000 [20:05<01:41,  4.58it/s]

train:   1%|          | 21/3515 [00:05<12:38,  4.61it/s]
overall:  88%|████████▊ | 3538/4000 [20:05<01:28,  5.24it/s]

train:   1%|          | 23/3515 [00:05<11:04,  5.26it/s]
overall:  88%|████████▊ | 3539/4000 [20:05<01:36,  4.76it/s]

train:   1%|          | 24/3515 [00:06<12:12,  4.77it/s]
overall:  88%|████████▊ | 3540/4000 [20:06<01:46,  4.33it/s]

train:   1%|          | 25/3515 [00:06<13:24,  4.34it/s]
overall:  89%|████████▊ | 3541/4000 [20:06<01:44,  4.38it/s]

train:   1%|          | 26/3515 [00:06<13:15,  4.38it/s]
overall:  89%|████████▊ | 3542/4000 [20:06<01:46,  4.29it/s]

train:   1%|          | 27/3515 [00:07<13:33,  4.29it/s]
overall:  89%|████████▊ | 3543/4000 [20:06<01:33,  4.87it/s]

train:   1%|          | 28/3515 [00:07<11:55,  4.87it/s]
overall:  89%|████████▊ | 3544/4000 [20:06<01:35,  4.78it/s]

train:   1%|          | 29/3515 [00:07<12:08,  4.79it/s]
overall:  89%|████████▊ | 3546/4000 [20:07<01:24,  5.39it/s]

train:   1%|          | 31/3515 [00:07<10:45,  5.39it/s]
overall:  89%|████████▊ | 3547/4000 [20:07<01:27,  5.15it/s]

train:   1%|          | 32/3515 [00:07<11:15,  5.15it/s]
overall:  89%|████████▊ | 3548/4000 [20:07<01:30,  5.02it/s]

train:   1%|          | 33/3515 [00:08<11:33,  5.02it/s]
overall:  89%|████████▊ | 3549/4000 [20:07<01:31,  4.91it/s]

train:   1%|          | 34/3515 [00:08<11:48,  4.91it/s]
overall:  89%|████████▉ | 3550/4000 [20:08<01:29,  5.03it/s]

train:   1%|          | 35/3515 [00:08<11:31,  5.03it/s]
overall:  89%|████████▉ | 3551/4000 [20:08<01:40,  4.49it/s]

train:   1%|          | 36/3515 [00:08<12:55,  4.49it/s]
overall:  89%|████████▉ | 3552/4000 [20:08<01:47,  4.16it/s]

train:   1%|          | 37/3515 [00:09<13:55,  4.16it/s]
overall:  89%|████████▉ | 3553/4000 [20:08<01:44,  4.26it/s]

train:   1%|          | 38/3515 [00:09<13:35,  4.26it/s]
overall:  89%|████████▉ | 3554/4000 [20:09<01:48,  4.12it/s]

train:   1%|          | 39/3515 [00:09<14:03,  4.12it/s]
overall:  89%|████████▉ | 3555/4000 [20:09<01:33,  4.74it/s]

train:   1%|          | 40/3515 [00:09<12:12,  4.74it/s]
overall:  89%|████████▉ | 3556/4000 [20:09<01:33,  4.74it/s]

train:   1%|          | 41/3515 [00:09<12:13,  4.74it/s]
overall:  89%|████████▉ | 3557/4000 [20:09<01:33,  4.71it/s]

train:   1%|          | 42/3515 [00:10<12:16,  4.71it/s]
overall:  89%|████████▉ | 3558/4000 [20:09<01:35,  4.60it/s]

train:   1%|          | 43/3515 [00:10<12:34,  4.60it/s]
overall:  89%|████████▉ | 3559/4000 [20:10<01:25,  5.13it/s]

train:   1%|▏         | 44/3515 [00:10<11:16,  5.13it/s]
overall:  89%|████████▉ | 3560/4000 [20:10<01:30,  4.88it/s]

train:   1%|▏         | 45/3515 [00:10<11:50,  4.88it/s]
overall:  89%|████████▉ | 3561/4000 [20:10<01:32,  4.74it/s]

train:   1%|▏         | 46/3515 [00:10<12:12,  4.74it/s]
overall:  89%|████████▉ | 3562/4000 [20:10<01:34,  4.65it/s]

train:   1%|▏         | 47/3515 [00:11<12:25,  4.65it/s]
overall:  89%|████████▉ | 3563/4000 [20:10<01:30,  4.81it/s]

train:   1%|▏         | 48/3515 [00:11<12:01,  4.81it/s]
overall:  89%|████████▉ | 3564/4000 [20:11<01:44,  4.16it/s]

train:   1%|▏         | 49/3515 [00:11<13:52,  4.16it/s]
overall:  89%|████████▉ | 3565/4000 [20:11<01:30,  4.79it/s]

train:   1%|▏         | 50/3515 [00:11<12:03,  4.79it/s]
overall:  89%|████████▉ | 3566/4000 [20:11<01:36,  4.50it/s]

train:   1%|▏         | 51/3515 [00:12<12:49,  4.50it/s]
overall:  89%|████████▉ | 3567/4000 [20:11<01:39,  4.35it/s]

train:   1%|▏         | 52/3515 [00:12<13:16,  4.35it/s]
overall:  89%|████████▉ | 3569/4000 [20:12<01:24,  5.08it/s]

train:   2%|▏         | 54/3515 [00:12<11:21,  5.08it/s]
overall:  89%|████████▉ | 3570/4000 [20:12<01:26,  4.98it/s]

train:   2%|▏         | 55/3515 [00:12<11:35,  4.98it/s]
overall:  89%|████████▉ | 3571/4000 [20:12<01:27,  4.88it/s]

train:   2%|▏         | 56/3515 [00:13<11:48,  4.88it/s]
overall:  89%|████████▉ | 3572/4000 [20:12<01:29,  4.77it/s]

train:   2%|▏         | 57/3515 [00:13<12:05,  4.76it/s]
overall:  89%|████████▉ | 3573/4000 [20:13<01:29,  4.77it/s]

train:   2%|▏         | 58/3515 [00:13<12:04,  4.77it/s]
overall:  89%|████████▉ | 3574/4000 [20:13<01:31,  4.66it/s]

train:   2%|▏         | 59/3515 [00:13<12:21,  4.66it/s]
overall:  89%|████████▉ | 3575/4000 [20:13<01:33,  4.54it/s]

train:   2%|▏         | 60/3515 [00:13<12:41,  4.54it/s]
overall:  89%|████████▉ | 3576/4000 [20:13<01:45,  4.00it/s]

train:   2%|▏         | 61/3515 [00:14<14:22,  4.00it/s]
overall:  89%|████████▉ | 3577/4000 [20:14<01:41,  4.19it/s]

train:   2%|▏         | 62/3515 [00:14<13:44,  4.19it/s]
overall:  89%|████████▉ | 3578/4000 [20:14<01:44,  4.04it/s]

train:   2%|▏         | 63/3515 [00:14<14:14,  4.04it/s]
overall:  89%|████████▉ | 3579/4000 [20:14<01:47,  3.92it/s]

train:   2%|▏         | 64/3515 [00:15<14:40,  3.92it/s]
overall:  90%|████████▉ | 3580/4000 [20:14<01:43,  4.06it/s]

train:   2%|▏         | 65/3515 [00:15<14:10,  4.06it/s]
overall:  90%|████████▉ | 3581/4000 [20:15<01:38,  4.23it/s]

train:   2%|▏         | 66/3515 [00:15<13:34,  4.23it/s]
overall:  90%|████████▉ | 3582/4000 [20:15<01:36,  4.31it/s]

train:   2%|▏         | 67/3515 [00:15<13:19,  4.31it/s]
overall:  90%|████████▉ | 3583/4000 [20:15<01:33,  4.44it/s]

train:   2%|▏         | 68/3515 [00:15<12:55,  4.44it/s]
overall:  90%|████████▉ | 3584/4000 [20:15<01:20,  5.18it/s]

train:   2%|▏         | 69/3515 [00:16<11:04,  5.18it/s]
overall:  90%|████████▉ | 3586/4000 [20:15<01:10,  5.91it/s]

train:   2%|▏         | 71/3515 [00:16<09:42,  5.91it/s]
overall:  90%|████████▉ | 3587/4000 [20:16<01:18,  5.24it/s]

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overall:  90%|████████▉ | 3588/4000 [20:16<01:30,  4.55it/s]

train:   2%|▏         | 73/3515 [00:16<12:37,  4.55it/s]
overall:  90%|████████▉ | 3589/4000 [20:16<01:30,  4.53it/s]

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overall:  90%|████████▉ | 3590/4000 [20:16<01:35,  4.28it/s]

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overall:  90%|████████▉ | 3591/4000 [20:17<01:36,  4.25it/s]

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overall:  90%|████████▉ | 3592/4000 [20:17<01:31,  4.47it/s]

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overall:  90%|████████▉ | 3593/4000 [20:17<01:31,  4.44it/s]

train:   2%|▏         | 78/3515 [00:18<12:53,  4.44it/s]
overall:  90%|████████▉ | 3594/4000 [20:17<01:30,  4.49it/s]

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overall:  90%|████████▉ | 3595/4000 [20:17<01:23,  4.83it/s]

train:   2%|▏         | 80/3515 [00:18<11:51,  4.83it/s]
overall:  90%|████████▉ | 3596/4000 [20:18<01:23,  4.82it/s]

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overall:  90%|████████▉ | 3597/4000 [20:18<01:27,  4.59it/s]

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overall:  90%|████████▉ | 3598/4000 [20:18<01:25,  4.69it/s]

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overall:  90%|████████▉ | 3599/4000 [20:18<01:24,  4.75it/s]

train:   2%|▏         | 84/3515 [00:19<12:02,  4.75it/s]
overall:  90%|█████████ | 3600/4000 [20:19<01:37,  4.10it/s]

train:   2%|▏         | 85/3515 [00:19<13:56,  4.10it/s]
overall:  90%|█████████ | 3601/4000 [20:19<01:34,  4.23it/s]

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overall:  90%|█████████ | 3602/4000 [20:19<01:31,  4.34it/s]

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overall:  90%|█████████ | 3603/4000 [20:19<01:34,  4.20it/s]

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overall:  90%|█████████ | 3604/4000 [20:20<01:31,  4.33it/s]

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overall:  90%|█████████ | 3606/4000 [20:20<01:12,  5.43it/s]

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overall:  90%|█████████ | 3607/4000 [20:20<01:14,  5.28it/s]

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overall:  90%|█████████ | 3609/4000 [20:20<01:14,  5.24it/s]

train:   3%|▎         | 94/3515 [00:21<10:52,  5.24it/s]
overall:  90%|█████████ | 3610/4000 [20:21<01:17,  5.05it/s]

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overall:  90%|█████████ | 3611/4000 [20:21<01:23,  4.64it/s]

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overall:  90%|█████████ | 3612/4000 [20:21<01:32,  4.18it/s]

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overall:  90%|█████████ | 3615/4000 [20:22<01:36,  3.97it/s]

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overall:  90%|█████████ | 3620/4000 [20:23<01:26,  4.41it/s]

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overall:  91%|█████████ | 3623/4000 [20:24<01:27,  4.31it/s]

train:   3%|▎         | 108/3515 [00:24<13:11,  4.31it/s]
overall:  91%|█████████ | 3624/4000 [20:24<01:35,  3.94it/s]

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overall:  91%|█████████ | 3625/4000 [20:24<01:32,  4.07it/s]

train:   3%|▎         | 110/3515 [00:25<13:57,  4.07it/s]
overall:  91%|█████████ | 3626/4000 [20:24<01:30,  4.16it/s]

train:   3%|▎         | 111/3515 [00:25<13:39,  4.16it/s]
overall:  91%|█████████ | 3627/4000 [20:25<01:33,  3.99it/s]

train:   3%|▎         | 112/3515 [00:25<14:13,  3.99it/s]
overall:  91%|█████████ | 3629/4000 [20:25<01:17,  4.76it/s]

train:   3%|▎         | 114/3515 [00:26<11:54,  4.76it/s]
overall:  91%|█████████ | 3630/4000 [20:25<01:18,  4.70it/s]

train:   3%|▎         | 115/3515 [00:26<12:02,  4.70it/s]
overall:  91%|█████████ | 3631/4000 [20:25<01:16,  4.82it/s]

train:   3%|▎         | 116/3515 [00:26<11:45,  4.82it/s]
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train:   3%|▎         | 118/3515 [00:26<12:10,  4.65it/s]
overall:  91%|█████████ | 3634/4000 [20:26<01:19,  4.63it/s]

train:   3%|▎         | 119/3515 [00:27<12:13,  4.63it/s]
overall:  91%|█████████ | 3635/4000 [20:26<01:22,  4.40it/s]

train:   3%|▎         | 120/3515 [00:27<12:51,  4.40it/s]
overall:  91%|█████████ | 3636/4000 [20:27<01:29,  4.06it/s]

train:   3%|▎         | 121/3515 [00:27<13:56,  4.06it/s]
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train:   3%|▎         | 122/3515 [00:28<16:37,  3.40it/s]
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train:   3%|▎         | 123/3515 [00:28<15:18,  3.69it/s]
overall:  91%|█████████ | 3639/4000 [20:28<01:32,  3.89it/s]

train:   4%|▎         | 124/3515 [00:28<14:31,  3.89it/s]
overall:  91%|█████████ | 3640/4000 [20:28<01:30,  4.00it/s]

train:   4%|▎         | 125/3515 [00:28<14:08,  4.00it/s]
overall:  91%|█████████ | 3641/4000 [20:28<01:27,  4.10it/s]

train:   4%|▎         | 126/3515 [00:28<13:46,  4.10it/s]
overall:  91%|█████████ | 3642/4000 [20:28<01:25,  4.20it/s]

train:   4%|▎         | 127/3515 [00:29<13:27,  4.20it/s]
overall:  91%|█████████ | 3643/4000 [20:28<01:22,  4.31it/s]

train:   4%|▎         | 128/3515 [00:29<13:05,  4.31it/s]
overall:  91%|█████████ | 3644/4000 [20:29<01:20,  4.43it/s]

train:   4%|▎         | 129/3515 [00:29<12:44,  4.43it/s]
overall:  91%|█████████ | 3645/4000 [20:29<01:19,  4.46it/s]

train:   4%|▎         | 130/3515 [00:29<12:38,  4.46it/s]
overall:  91%|█████████ | 3646/4000 [20:29<01:19,  4.43it/s]

train:   4%|▎         | 131/3515 [00:30<12:44,  4.43it/s]
overall:  91%|█████████ | 3647/4000 [20:29<01:13,  4.83it/s]

train:   4%|▍         | 132/3515 [00:30<11:39,  4.83it/s]
overall:  91%|█████████ | 3648/4000 [20:29<01:10,  5.01it/s]

train:   4%|▍         | 133/3515 [00:30<11:14,  5.01it/s]
overall:  91%|█████████ | 3649/4000 [20:30<01:22,  4.26it/s]

train:   4%|▍         | 134/3515 [00:30<13:13,  4.26it/s]
overall:  91%|█████████▏| 3650/4000 [20:30<01:17,  4.54it/s]

train:   4%|▍         | 135/3515 [00:30<12:24,  4.54it/s]
overall:  91%|█████████▏| 3651/4000 [20:30<01:08,  5.06it/s]

train:   4%|▍         | 136/3515 [00:31<11:07,  5.06it/s]
overall:  91%|█████████▏| 3652/4000 [20:30<01:09,  4.97it/s]

train:   4%|▍         | 137/3515 [00:31<11:19,  4.97it/s]
overall:  91%|█████████▏| 3653/4000 [20:31<01:11,  4.82it/s]

train:   4%|▍         | 138/3515 [00:31<11:40,  4.82it/s]
overall:  91%|█████████▏| 3655/4000 [20:31<01:02,  5.56it/s]

train:   4%|▍         | 140/3515 [00:31<10:07,  5.56it/s]
overall:  91%|█████████▏| 3656/4000 [20:31<01:05,  5.25it/s]

train:   4%|▍         | 141/3515 [00:31<10:43,  5.24it/s]
overall:  91%|█████████▏| 3657/4000 [20:31<01:08,  5.03it/s]

train:   4%|▍         | 142/3515 [00:32<11:09,  5.03it/s]
overall:  91%|█████████▏| 3658/4000 [20:31<01:09,  4.92it/s]

train:   4%|▍         | 143/3515 [00:32<11:25,  4.92it/s]
overall:  91%|█████████▏| 3659/4000 [20:32<01:11,  4.78it/s]

train:   4%|▍         | 144/3515 [00:32<11:44,  4.78it/s]
overall:  92%|█████████▏| 3660/4000 [20:32<01:22,  4.11it/s]

train:   4%|▍         | 145/3515 [00:32<13:39,  4.11it/s]
overall:  92%|█████████▏| 3661/4000 [20:32<01:27,  3.86it/s]

train:   4%|▍         | 146/3515 [00:33<14:32,  3.86it/s]
overall:  92%|█████████▏| 3662/4000 [20:33<01:23,  4.05it/s]

train:   4%|▍         | 147/3515 [00:33<13:50,  4.05it/s]
overall:  92%|█████████▏| 3664/4000 [20:33<01:10,  4.80it/s]

train:   4%|▍         | 149/3515 [00:33<11:41,  4.80it/s]
overall:  92%|█████████▏| 3665/4000 [20:33<01:10,  4.75it/s]

train:   4%|▍         | 150/3515 [00:34<11:49,  4.75it/s]
overall:  92%|█████████▏| 3666/4000 [20:33<01:10,  4.71it/s]

train:   4%|▍         | 151/3515 [00:34<11:54,  4.71it/s]
overall:  92%|█████████▏| 3668/4000 [20:33<00:51,  6.43it/s]

train:   4%|▍         | 153/3515 [00:34<08:42,  6.44it/s]
overall:  92%|█████████▏| 3669/4000 [20:34<00:56,  5.87it/s]

train:   4%|▍         | 154/3515 [00:34<09:32,  5.87it/s]
overall:  92%|█████████▏| 3670/4000 [20:34<01:00,  5.43it/s]

train:   4%|▍         | 155/3515 [00:34<10:19,  5.43it/s]
overall:  92%|█████████▏| 3671/4000 [20:34<01:04,  5.12it/s]

train:   4%|▍         | 156/3515 [00:35<10:55,  5.12it/s]
overall:  92%|█████████▏| 3672/4000 [20:34<01:14,  4.41it/s]

train:   4%|▍         | 157/3515 [00:35<12:42,  4.41it/s]
overall:  92%|█████████▏| 3673/4000 [20:35<01:10,  4.62it/s]

train:   4%|▍         | 158/3515 [00:35<12:06,  4.62it/s]
overall:  92%|█████████▏| 3674/4000 [20:35<01:10,  4.60it/s]

train:   5%|▍         | 159/3515 [00:35<12:10,  4.60it/s]
overall:  92%|█████████▏| 3675/4000 [20:35<01:11,  4.57it/s]

train:   5%|▍         | 160/3515 [00:36<12:13,  4.57it/s]
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overall:  92%|█████████▏| 3677/4000 [20:36<01:08,  4.69it/s]

train:   5%|▍         | 162/3515 [00:36<11:55,  4.69it/s]
overall:  92%|█████████▏| 3678/4000 [20:36<01:10,  4.56it/s]

train:   5%|▍         | 163/3515 [00:36<12:15,  4.56it/s]
overall:  92%|█████████▏| 3679/4000 [20:36<01:10,  4.55it/s]

train:   5%|▍         | 164/3515 [00:36<12:16,  4.55it/s]
overall:  92%|█████████▏| 3680/4000 [20:36<01:09,  4.59it/s]

train:   5%|▍         | 165/3515 [00:37<12:10,  4.59it/s]
overall:  92%|█████████▏| 3681/4000 [20:36<01:10,  4.53it/s]

train:   5%|▍         | 166/3515 [00:37<12:19,  4.53it/s]
overall:  92%|█████████▏| 3683/4000 [20:37<01:00,  5.24it/s]

train:   5%|▍         | 168/3515 [00:37<10:39,  5.24it/s]
overall:  92%|█████████▏| 3684/4000 [20:37<01:08,  4.58it/s]

train:   5%|▍         | 169/3515 [00:37<12:10,  4.58it/s]
overall:  92%|█████████▏| 3685/4000 [20:37<01:16,  4.13it/s]

train:   5%|▍         | 170/3515 [00:38<13:30,  4.13it/s]
overall:  92%|█████████▏| 3686/4000 [20:38<01:13,  4.28it/s]

train:   5%|▍         | 171/3515 [00:38<13:02,  4.28it/s]
overall:  92%|█████████▏| 3687/4000 [20:38<01:07,  4.63it/s]

train:   5%|▍         | 172/3515 [00:38<12:02,  4.63it/s]
overall:  92%|█████████▏| 3688/4000 [20:38<01:05,  4.76it/s]

train:   5%|▍         | 173/3515 [00:38<11:42,  4.76it/s]
overall:  92%|█████████▏| 3689/4000 [20:38<01:05,  4.72it/s]

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overall:  92%|█████████▏| 3690/4000 [20:38<01:06,  4.66it/s]

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overall:  92%|█████████▏| 3691/4000 [20:39<01:07,  4.60it/s]

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overall:  92%|█████████▏| 3694/4000 [20:39<01:07,  4.55it/s]

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overall:  92%|█████████▏| 3695/4000 [20:39<01:00,  5.07it/s]

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overall:  92%|█████████▏| 3696/4000 [20:40<01:04,  4.72it/s]

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overall:  92%|█████████▏| 3697/4000 [20:40<01:00,  5.01it/s]

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overall:  92%|█████████▏| 3698/4000 [20:40<01:02,  4.86it/s]

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overall:  92%|█████████▏| 3699/4000 [20:40<01:02,  4.79it/s]

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overall:  92%|█████████▎| 3700/4000 [20:40<01:02,  4.82it/s]

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overall:  93%|█████████▎| 3701/4000 [20:41<01:03,  4.71it/s]

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overall:  93%|█████████▎| 3702/4000 [20:41<01:00,  4.89it/s]

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overall:  93%|█████████▎| 3703/4000 [20:41<01:04,  4.63it/s]

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overall:  93%|█████████▎| 3704/4000 [20:41<01:03,  4.67it/s]

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overall:  93%|█████████▎| 3705/4000 [20:41<01:00,  4.90it/s]

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overall:  93%|█████████▎| 3706/4000 [20:42<01:02,  4.73it/s]

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overall:  93%|█████████▎| 3707/4000 [20:42<00:54,  5.41it/s]

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overall:  93%|█████████▎| 3709/4000 [20:42<01:09,  4.16it/s]

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overall:  93%|█████████▎| 3714/4000 [20:43<01:00,  4.76it/s]

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overall:  93%|█████████▎| 3715/4000 [20:44<00:52,  5.40it/s]

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overall:  93%|█████████▎| 3716/4000 [20:44<00:56,  5.04it/s]

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overall:  93%|█████████▎| 3717/4000 [20:44<00:55,  5.07it/s]

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overall:  93%|█████████▎| 3718/4000 [20:44<00:57,  4.88it/s]

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overall:  93%|█████████▎| 3719/4000 [20:44<00:59,  4.71it/s]

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overall:  93%|█████████▎| 3720/4000 [20:45<01:08,  4.11it/s]

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overall:  93%|█████████▎| 3721/4000 [20:45<01:17,  3.58it/s]

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overall:  93%|█████████▎| 3722/4000 [20:45<01:12,  3.84it/s]

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overall:  93%|█████████▎| 3723/4000 [20:46<01:09,  4.01it/s]

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train:   6%|▌         | 210/3515 [00:46<13:22,  4.12it/s]
overall:  93%|█████████▎| 3726/4000 [20:46<01:04,  4.25it/s]

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overall:  99%|█████████▉| 3972/4000 [21:43<00:06,  4.18it/s]

train:  13%|█▎        | 457/3515 [01:44<12:11,  4.18it/s]
overall:  99%|█████████▉| 3973/4000 [21:44<00:05,  4.91it/s]

train:  13%|█▎        | 458/3515 [01:44<10:22,  4.91it/s]
overall:  99%|█████████▉| 3974/4000 [21:44<00:05,  4.68it/s]

train:  13%|█▎        | 459/3515 [01:44<10:52,  4.68it/s]
overall:  99%|█████████▉| 3975/4000 [21:44<00:05,  4.42it/s]

train:  13%|█▎        | 460/3515 [01:45<11:31,  4.42it/s]
overall:  99%|█████████▉| 3976/4000 [21:44<00:05,  4.34it/s]

train:  13%|█▎        | 461/3515 [01:45<11:44,  4.34it/s]
overall:  99%|█████████▉| 3977/4000 [21:44<00:04,  5.12it/s]

train:  13%|█▎        | 462/3515 [01:45<09:56,  5.12it/s]
overall:  99%|█████████▉| 3978/4000 [21:45<00:04,  4.49it/s]

train:  13%|█▎        | 463/3515 [01:45<11:19,  4.49it/s]
overall:  99%|█████████▉| 3979/4000 [21:45<00:04,  4.36it/s]

train:  13%|█▎        | 464/3515 [01:45<11:39,  4.36it/s]
overall: 100%|█████████▉| 3980/4000 [21:45<00:04,  4.30it/s]

train:  13%|█▎        | 465/3515 [01:46<11:49,  4.30it/s]
overall: 100%|█████████▉| 3981/4000 [21:45<00:04,  4.31it/s]

train:  13%|█▎        | 466/3515 [01:46<11:47,  4.31it/s]
overall: 100%|█████████▉| 3982/4000 [21:46<00:04,  4.47it/s]

train:  13%|█▎        | 467/3515 [01:46<11:21,  4.47it/s]
overall: 100%|█████████▉| 3983/4000 [21:46<00:03,  4.48it/s]

train:  13%|█▎        | 468/3515 [01:46<11:20,  4.48it/s]
overall: 100%|█████████▉| 3984/4000 [21:46<00:03,  4.38it/s]

train:  13%|█▎        | 469/3515 [01:47<11:36,  4.38it/s]
overall: 100%|█████████▉| 3985/4000 [21:46<00:03,  4.46it/s]

train:  13%|█▎        | 470/3515 [01:47<11:22,  4.46it/s]
overall: 100%|█████████▉| 3986/4000 [21:47<00:03,  4.47it/s]

train:  13%|█▎        | 471/3515 [01:47<11:20,  4.47it/s]
overall: 100%|█████████▉| 3987/4000 [21:47<00:02,  4.77it/s]

train:  13%|█▎        | 472/3515 [01:47<10:37,  4.77it/s]
overall: 100%|█████████▉| 3988/4000 [21:47<00:02,  4.56it/s]

train:  13%|█▎        | 473/3515 [01:47<11:07,  4.56it/s]
overall: 100%|█████████▉| 3989/4000 [21:47<00:02,  4.43it/s]

train:  13%|█▎        | 474/3515 [01:48<11:26,  4.43it/s]
overall: 100%|█████████▉| 3990/4000 [21:48<00:02,  3.40it/s]

train:  14%|█▎        | 475/3515 [01:48<14:54,  3.40it/s]
overall: 100%|█████████▉| 3991/4000 [21:48<00:02,  3.62it/s]

train:  14%|█▎        | 476/3515 [01:48<13:58,  3.62it/s]
overall: 100%|█████████▉| 3993/4000 [21:48<00:01,  4.39it/s]

train:  14%|█▎        | 478/3515 [01:49<11:32,  4.39it/s]
overall: 100%|█████████▉| 3994/4000 [21:48<00:01,  4.63it/s]

train:  14%|█▎        | 479/3515 [01:49<10:56,  4.63it/s]
overall: 100%|█████████▉| 3996/4000 [21:49<00:00,  5.22it/s]

train:  14%|█▎        | 481/3515 [01:49<09:41,  5.22it/s]
overall: 100%|█████████▉| 3997/4000 [21:49<00:00,  5.09it/s]

train:  14%|█▎        | 482/3515 [01:49<09:55,  5.09it/s]
overall: 100%|█████████▉| 3998/4000 [21:49<00:00,  4.80it/s]

train:  14%|█▎        | 483/3515 [01:50<10:31,  4.81it/s]
overall: 100%|█████████▉| 3999/4000 [21:49<00:00,  4.87it/s]

train:  14%|█▍        | 484/3515 [01:50<10:22,  4.87it/s]train loss: 2.048190116882324
train per: 0.5464857200729187
train loss: 2.012678861618042
train per: 0.5499257447366123
train loss: 2.0283255577087402
train per: 0.5516635694829825
train loss: 2.0821728706359863
train per: 0.5536406619385342
train loss: 2.047034978866577
train per: 0.5538453736338971
train loss: 2.0597119331359863
train per: 0.5540587476431478
train loss: 2.0569777488708496
train per: 0.5482501434308663
train loss: 2.020685911178589
train per: 0.5480626882434019
train loss: 2.048233985900879
train per: 0.5679896066843285
train loss: 2.0613162517547607
train per: 0.5592699674737983
train loss: 2.0545411109924316
train per: 0.5507925353322402
train loss: 2.080843687057495
train per: 0.5516956715751896
train loss: 2.0149240493774414
train per: 0.5456836798991809
train loss: 2.0471465587615967
train per: 0.5502884439687802
train loss: 2.085130214691162
train per: 0.5596894042629779
train loss: 2.0211129188537598
train per: 0.5491405793789829
train loss: 2.015590190887451
train per: 0.549480321166445
train loss: 2.0309970378875732
train per: 0.548367162618244
train loss: 2.0428884029388428
train per: 0.5487245275571125
train loss: 2.0223846435546875
train per: 0.5421661409043113
train loss: 2.0291635990142822
train per: 0.5494505494505495
train loss: 2.0402274131774902
train per: 0.5432605338627841
train loss: 2.049510955810547
train per: 0.5520125831128906
train loss: 2.0207626819610596
train per: 0.5455407508266874
train loss: 2.026702880859375
train per: 0.5439639371872987
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   7%|▋         | 197/2703 [00:00<00:01, 1967.62it/s]


word -> phonemes:  18%|█▊        | 483/2703 [00:00<00:00, 2491.33it/s]


word -> phonemes:  27%|██▋       | 733/2703 [00:00<00:00, 2373.68it/s]


word -> phonemes:  36%|███▌      | 972/2703 [00:00<00:00, 2346.98it/s]


word -> phonemes:  46%|████▌     | 1250/2703 [00:00<00:00, 2497.73it/s]


word -> phonemes:  56%|█████▌    | 1514/2703 [00:00<00:00, 2543.70it/s]


word -> phonemes:  65%|██████▌   | 1769/2703 [00:00<00:00, 2454.91it/s]


word -> phonemes:  75%|███████▍  | 2016/2703 [00:00<00:00, 2370.76it/s]


word -> phonemes:  83%|████████▎ | 2257/2703 [00:00<00:00, 2374.56it/s]


word -> phonemes:  92%|█████████▏| 2496/2703 [00:01<00:00, 2207.64it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2338.20it/s]



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overall: 100%|█████████▉| 3999/4000 [24:05<00:00,  4.87it/s]

train:  14%|█▍        | 484/3515 [04:05<10:22,  4.87it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [24:05<00:00,  4.87it/s]

train:  14%|█▍        | 484/3515 [04:05<10:22,  4.87it/s]
overall: 100%|██████████| 4000/4000 [24:05<00:00, 36.80s/it]

train:  14%|█▍        | 485/3515 [04:05<30:58:14, 36.80s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [04:05<25:36,  1.97it/s]   

overall: 100%|██████████| 4000/4000 [24:05<00:00,  2.77it/s]
dev loss: 2.3638274669647217
dev per: 0.5944328824141519
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt