/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')
Some weights of the model checkpoint at m-a-p/MERT-v1-95M were not used when initializing MERTModel: ['encoder.pos_conv_embed.conv.weight_g', 'encoder.pos_conv_embed.conv.weight_v']
- This IS expected if you are initializing MERTModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing MERTModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of MERTModel were not initialized from the model checkpoint at m-a-p/MERT-v1-95M and are newly initialized: ['encoder.pos_conv_embed.conv.parametrizations.weight.original1', 'encoder.pos_conv_embed.conv.parametrizations.weight.original0']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
[Featurizer] - The selected feature hidden_states's downsample rate is 320
[Runner] - Start a new experiment
m-a-p/MERT-v1-95M {'model_config': None, 'refresh': False}

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:   8%|▊         | 289/3515 [00:00<00:01, 2813.75it/s]

word -> phonemes:  21%|██        | 735/3515 [00:00<00:00, 3767.67it/s]

word -> phonemes:  32%|███▏      | 1113/3515 [00:00<00:00, 3656.58it/s]

word -> phonemes:  42%|████▏     | 1480/3515 [00:00<00:00, 3281.89it/s]

word -> phonemes:  52%|█████▏    | 1814/3515 [00:00<00:00, 2955.97it/s]

word -> phonemes:  60%|██████    | 2117/3515 [00:00<00:00, 2932.80it/s]

word -> phonemes:  69%|██████▉   | 2438/3515 [00:00<00:00, 2993.57it/s]

word -> phonemes:  78%|███████▊  | 2741/3515 [00:00<00:00, 2945.60it/s]

word -> phonemes:  86%|████████▋ | 3038/3515 [00:00<00:00, 2941.80it/s]

word -> phonemes:  95%|█████████▍| 3334/3515 [00:01<00:00, 2837.69it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 2944.98it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<3:54:29,  3.52s/it]

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overall:   0%|          | 2/4000 [00:04<1:58:03,  1.77s/it]

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overall:   0%|          | 3/4000 [00:04<1:19:14,  1.19s/it]

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overall:   0%|          | 5/4000 [00:05<53:29,  1.24it/s]  

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overall:   0%|          | 8/4000 [00:07<37:56,  1.75it/s]

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overall:   0%|          | 15/4000 [00:10<27:53,  2.38it/s]

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overall:   0%|          | 20/4000 [00:12<26:51,  2.47it/s]

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overall:   1%|          | 21/4000 [00:12<26:36,  2.49it/s]

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overall:   1%|          | 24/4000 [00:13<21:17,  3.11it/s]

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overall:   1%|          | 25/4000 [00:13<16:56,  3.91it/s]

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overall:   1%|          | 26/4000 [00:14<18:56,  3.50it/s]

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overall:   1%|          | 30/4000 [00:16<29:40,  2.23it/s]

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overall:   1%|          | 32/4000 [00:16<27:49,  2.38it/s]

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overall:   1%|          | 34/4000 [00:18<32:49,  2.01it/s]

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overall:   1%|          | 36/4000 [00:18<29:14,  2.26it/s]

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overall:   1%|          | 37/4000 [00:19<30:06,  2.19it/s]

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overall:   1%|          | 38/4000 [00:19<30:29,  2.17it/s]

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overall:   1%|          | 39/4000 [00:20<30:32,  2.16it/s]

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overall:   1%|          | 40/4000 [00:20<29:54,  2.21it/s]

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overall:   1%|          | 41/4000 [00:21<30:08,  2.19it/s]

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overall:   1%|          | 43/4000 [00:21<23:59,  2.75it/s]

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train:   1%|▏         | 50/3515 [00:22<26:07,  2.21it/s]
overall:   1%|▏         | 51/4000 [00:25<29:12,  2.25it/s]

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overall:   1%|▏         | 52/4000 [00:25<29:18,  2.24it/s]

train:   1%|▏         | 52/3515 [00:23<25:42,  2.24it/s]
overall:   1%|▏         | 53/4000 [00:26<33:34,  1.96it/s]

train:   2%|▏         | 53/3515 [00:24<29:26,  1.96it/s]
overall:   1%|▏         | 54/4000 [00:26<33:36,  1.96it/s]

train:   2%|▏         | 54/3515 [00:24<29:28,  1.96it/s]
overall:   1%|▏         | 55/4000 [00:27<30:22,  2.16it/s]

train:   2%|▏         | 55/3515 [00:25<26:38,  2.16it/s]
overall:   1%|▏         | 56/4000 [00:27<28:29,  2.31it/s]

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overall:   1%|▏         | 57/4000 [00:28<29:08,  2.26it/s]

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overall:   1%|▏         | 58/4000 [00:28<29:46,  2.21it/s]

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overall:   1%|▏         | 59/4000 [00:29<31:17,  2.10it/s]

train:   2%|▏         | 59/3515 [00:26<27:26,  2.10it/s]
overall:   2%|▏         | 60/4000 [00:29<31:20,  2.10it/s]

train:   2%|▏         | 60/3515 [00:27<27:28,  2.10it/s]
overall:   2%|▏         | 61/4000 [00:30<31:08,  2.11it/s]

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overall:   2%|▏         | 62/4000 [00:30<30:42,  2.14it/s]

train:   2%|▏         | 62/3515 [00:28<26:55,  2.14it/s]
overall:   2%|▏         | 63/4000 [00:31<30:29,  2.15it/s]

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overall:   2%|▏         | 64/4000 [00:31<29:40,  2.21it/s]

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overall:   2%|▏         | 66/4000 [00:32<29:15,  2.24it/s]

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overall:   2%|▏         | 67/4000 [00:32<28:55,  2.27it/s]

train:   2%|▏         | 67/3515 [00:30<25:21,  2.27it/s]
overall:   2%|▏         | 68/4000 [00:33<29:07,  2.25it/s]

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overall:   2%|▏         | 69/4000 [00:33<29:35,  2.21it/s]

train:   2%|▏         | 69/3515 [00:31<25:56,  2.21it/s]
overall:   2%|▏         | 70/4000 [00:34<28:41,  2.28it/s]

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overall:   2%|▏         | 73/4000 [00:35<27:05,  2.42it/s]

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overall:   2%|▏         | 75/4000 [00:36<28:32,  2.29it/s]

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overall:   2%|▏         | 76/4000 [00:36<29:14,  2.24it/s]

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train:   2%|▏         | 77/3515 [00:35<29:46,  1.92it/s]
overall:   2%|▏         | 78/4000 [00:37<28:07,  2.32it/s]

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train:   4%|▍         | 143/3515 [01:04<23:49,  2.36it/s]
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train:   4%|▍         | 144/3515 [01:05<20:58,  2.68it/s]
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train:   4%|▍         | 145/3515 [01:05<23:05,  2.43it/s]
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train:   4%|▍         | 146/3515 [01:06<23:33,  2.38it/s]
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train:   4%|▍         | 147/3515 [01:06<24:51,  2.26it/s]
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train:   4%|▍         | 148/3515 [01:06<25:14,  2.22it/s]
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train:   4%|▍         | 149/3515 [01:07<28:53,  1.94it/s]
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train:   4%|▍         | 150/3515 [01:08<28:51,  1.94it/s]
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train:   4%|▍         | 151/3515 [01:08<28:02,  2.00it/s]
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train:   4%|▍         | 152/3515 [01:09<27:47,  2.02it/s]
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train:   4%|▍         | 153/3515 [01:09<27:09,  2.06it/s]
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train:   4%|▍         | 154/3515 [01:09<26:11,  2.14it/s]
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train:   4%|▍         | 155/3515 [01:10<28:23,  1.97it/s]
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train:   4%|▍         | 156/3515 [01:11<27:58,  2.00it/s]
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train:   4%|▍         | 157/3515 [01:11<27:28,  2.04it/s]
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train:   4%|▍         | 158/3515 [01:12<27:12,  2.06it/s]
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train:   5%|▍         | 159/3515 [01:12<27:17,  2.05it/s]
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train:   5%|▍         | 160/3515 [01:12<22:49,  2.45it/s]
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train:   5%|▍         | 161/3515 [01:13<23:42,  2.36it/s]
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train:   5%|▍         | 162/3515 [01:13<24:28,  2.28it/s]
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train:   5%|▍         | 163/3515 [01:14<24:54,  2.24it/s]
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train:   5%|▍         | 164/3515 [01:14<25:39,  2.18it/s]
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train:   5%|▍         | 165/3515 [01:15<25:54,  2.16it/s]
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train:   5%|▍         | 166/3515 [01:15<25:53,  2.16it/s]
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train:   5%|▍         | 167/3515 [01:15<22:25,  2.49it/s]
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train:   5%|▍         | 168/3515 [01:16<24:08,  2.31it/s]
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train:   5%|▍         | 169/3515 [01:16<25:49,  2.16it/s]
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train:   5%|▍         | 170/3515 [01:17<25:50,  2.16it/s]
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train:   5%|▍         | 171/3515 [01:17<26:16,  2.12it/s]
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train:   5%|▍         | 172/3515 [01:18<26:43,  2.09it/s]
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train:   5%|▍         | 173/3515 [01:18<24:16,  2.29it/s]
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train:   5%|▍         | 174/3515 [01:19<26:41,  2.09it/s]
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train:   5%|▍         | 175/3515 [01:19<27:07,  2.05it/s]
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train:   5%|▌         | 176/3515 [01:20<27:21,  2.03it/s]
overall:   4%|▍         | 177/4000 [01:23<31:33,  2.02it/s]

train:   5%|▌         | 177/3515 [01:20<27:33,  2.02it/s]
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train:   5%|▌         | 178/3515 [01:21<27:17,  2.04it/s]
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train:   5%|▌         | 179/3515 [01:21<28:56,  1.92it/s]
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train:   5%|▌         | 180/3515 [01:22<28:52,  1.93it/s]
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train:   5%|▌         | 181/3515 [01:22<28:22,  1.96it/s]
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train:   5%|▌         | 182/3515 [01:23<28:14,  1.97it/s]
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train:   5%|▌         | 183/3515 [01:23<27:58,  1.99it/s]
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train:   5%|▌         | 184/3515 [01:24<26:31,  2.09it/s]
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train:   5%|▌         | 185/3515 [01:24<25:43,  2.16it/s]
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train:   5%|▌         | 186/3515 [01:25<25:48,  2.15it/s]
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train:   5%|▌         | 187/3515 [01:25<24:15,  2.29it/s]
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train:   5%|▌         | 188/3515 [01:25<23:06,  2.40it/s]
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train:   5%|▌         | 189/3515 [01:26<23:52,  2.32it/s]
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train:   5%|▌         | 190/3515 [01:26<23:12,  2.39it/s]
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train:   5%|▌         | 191/3515 [01:27<23:20,  2.37it/s]
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train:   5%|▌         | 192/3515 [01:27<19:32,  2.84it/s]
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train:   5%|▌         | 193/3515 [01:27<23:27,  2.36it/s]
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train:   6%|▌         | 194/3515 [01:28<24:42,  2.24it/s]
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train:   6%|▌         | 195/3515 [01:28<25:33,  2.16it/s]
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train:   6%|▌         | 196/3515 [01:29<26:01,  2.13it/s]
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train:   6%|▌         | 204/3515 [01:33<26:54,  2.05it/s]
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train:   6%|▌         | 206/3515 [01:33<21:36,  2.55it/s]
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train:   6%|▌         | 216/3515 [01:38<25:06,  2.19it/s]
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train:   6%|▌         | 217/3515 [01:39<27:13,  2.02it/s]
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train:   6%|▋         | 220/3515 [01:40<24:48,  2.21it/s]
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train:   6%|▋         | 221/3515 [01:40<26:03,  2.11it/s]
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train:   6%|▋         | 223/3515 [01:41<27:09,  2.02it/s]
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train:   6%|▋         | 224/3515 [01:42<26:08,  2.10it/s]
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train:   6%|▋         | 225/3515 [01:42<26:13,  2.09it/s]
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train:   6%|▋         | 226/3515 [01:43<25:44,  2.13it/s]
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train:   6%|▋         | 227/3515 [01:43<27:05,  2.02it/s]
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train:   6%|▋         | 228/3515 [01:43<20:39,  2.65it/s]
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train:   7%|▋         | 229/3515 [01:44<22:21,  2.45it/s]
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train:   7%|▋         | 230/3515 [01:44<24:02,  2.28it/s]
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train:   7%|▋         | 234/3515 [01:46<24:06,  2.27it/s]
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overall:   6%|▌         | 245/4000 [01:54<31:37,  1.98it/s]

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overall:   6%|▌         | 249/4000 [01:56<29:00,  2.16it/s]

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overall:   6%|▋         | 251/4000 [01:56<28:18,  2.21it/s]

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overall:   7%|▋         | 265/4000 [02:03<30:31,  2.04it/s]

train:   8%|▊         | 265/3515 [02:01<26:33,  2.04it/s]
overall:   7%|▋         | 266/4000 [02:04<30:22,  2.05it/s]

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overall:   7%|▋         | 267/4000 [02:04<29:53,  2.08it/s]

train:   8%|▊         | 267/3515 [02:02<26:00,  2.08it/s]
overall:   7%|▋         | 268/4000 [02:05<28:51,  2.16it/s]

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overall:   7%|▋         | 269/4000 [02:05<29:15,  2.13it/s]

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overall:   7%|▋         | 270/4000 [02:06<29:29,  2.11it/s]

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train:   8%|▊         | 273/3515 [02:05<26:23,  2.05it/s]
overall:   7%|▋         | 274/4000 [02:08<30:13,  2.05it/s]

train:   8%|▊         | 274/3515 [02:05<26:17,  2.05it/s]
overall:   7%|▋         | 275/4000 [02:08<32:13,  1.93it/s]

train:   8%|▊         | 275/3515 [02:06<28:01,  1.93it/s]
overall:   7%|▋         | 276/4000 [02:09<31:52,  1.95it/s]

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overall:   7%|▋         | 277/4000 [02:09<30:23,  2.04it/s]

train:   8%|▊         | 277/3515 [02:07<26:26,  2.04it/s]
overall:   7%|▋         | 278/4000 [02:09<29:10,  2.13it/s]

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overall:   7%|▋         | 279/4000 [02:10<29:17,  2.12it/s]

train:   8%|▊         | 279/3515 [02:08<25:28,  2.12it/s]
overall:   7%|▋         | 280/4000 [02:10<29:48,  2.08it/s]

train:   8%|▊         | 280/3515 [02:08<25:55,  2.08it/s]
overall:   7%|▋         | 281/4000 [02:11<30:06,  2.06it/s]

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overall:   7%|▋         | 282/4000 [02:11<29:04,  2.13it/s]

train:   8%|▊         | 282/3515 [02:09<25:17,  2.13it/s]
overall:   7%|▋         | 283/4000 [02:12<25:52,  2.39it/s]

train:   8%|▊         | 283/3515 [02:09<22:29,  2.39it/s]
overall:   7%|▋         | 284/4000 [02:12<27:12,  2.28it/s]

train:   8%|▊         | 284/3515 [02:10<23:39,  2.28it/s]
overall:   7%|▋         | 285/4000 [02:13<28:03,  2.21it/s]

train:   8%|▊         | 285/3515 [02:10<24:23,  2.21it/s]
overall:   7%|▋         | 286/4000 [02:13<28:36,  2.16it/s]

train:   8%|▊         | 286/3515 [02:11<24:52,  2.16it/s]
overall:   7%|▋         | 287/4000 [02:14<27:40,  2.24it/s]

train:   8%|▊         | 287/3515 [02:11<24:03,  2.24it/s]
overall:   7%|▋         | 288/4000 [02:14<27:07,  2.28it/s]

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overall:   7%|▋         | 289/4000 [02:15<29:27,  2.10it/s]

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overall:   7%|▋         | 290/4000 [02:15<29:59,  2.06it/s]

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overall:   7%|▋         | 292/4000 [02:16<29:37,  2.09it/s]

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overall:   7%|▋         | 293/4000 [02:17<31:13,  1.98it/s]

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overall:   7%|▋         | 295/4000 [02:18<32:05,  1.92it/s]

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overall:   7%|▋         | 296/4000 [02:18<31:40,  1.95it/s]

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overall:   7%|▋         | 299/4000 [02:20<30:31,  2.02it/s]

train:   9%|▊         | 299/3515 [02:17<26:31,  2.02it/s]
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train:   9%|▊         | 300/3515 [02:18<26:39,  2.01it/s]
overall:   8%|▊         | 301/4000 [02:21<29:39,  2.08it/s]

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overall:  12%|█▏        | 482/4000 [03:44<25:38,  2.29it/s]

train:  14%|█▎        | 482/3515 [03:42<22:06,  2.29it/s]
overall:  12%|█▏        | 483/4000 [03:44<25:40,  2.28it/s]

train:  14%|█▎        | 483/3515 [03:42<22:07,  2.28it/s]
overall:  12%|█▏        | 484/4000 [03:45<20:53,  2.80it/s]

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overall:  12%|█▏        | 485/4000 [03:45<25:03,  2.34it/s]

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overall:  12%|█▏        | 486/4000 [03:46<26:53,  2.18it/s]

train:  14%|█▍        | 486/3515 [03:43<23:11,  2.18it/s]
overall:  12%|█▏        | 487/4000 [03:46<27:16,  2.15it/s]

train:  14%|█▍        | 487/3515 [03:44<23:30,  2.15it/s]
overall:  12%|█▏        | 488/4000 [03:47<27:46,  2.11it/s]

train:  14%|█▍        | 488/3515 [03:44<23:56,  2.11it/s]
overall:  12%|█▏        | 489/4000 [03:47<28:12,  2.07it/s]

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overall:  12%|█▏        | 490/4000 [03:48<26:56,  2.17it/s]

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overall:  12%|█▏        | 491/4000 [03:48<25:10,  2.32it/s]

train:  14%|█▍        | 491/3515 [03:46<21:41,  2.32it/s]
overall:  12%|█▏        | 492/4000 [03:48<20:19,  2.88it/s]

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overall:  12%|█▏        | 493/4000 [03:49<22:31,  2.59it/s]

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overall:  12%|█▏        | 494/4000 [03:49<24:03,  2.43it/s]

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overall:  12%|█▏        | 495/4000 [03:49<25:03,  2.33it/s]

train:  14%|█▍        | 495/3515 [03:47<21:35,  2.33it/s]
overall:  12%|█▏        | 496/4000 [03:50<26:01,  2.24it/s]

train:  14%|█▍        | 496/3515 [03:48<22:25,  2.24it/s]
overall:  12%|█▏        | 497/4000 [03:50<25:36,  2.28it/s]

train:  14%|█▍        | 497/3515 [03:48<22:03,  2.28it/s]
overall:  12%|█▏        | 498/4000 [03:51<26:09,  2.23it/s]

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overall:  12%|█▏        | 499/4000 [03:51<22:13,  2.63it/s]

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overall:  12%|█▎        | 500/4000 [03:52<23:51,  2.45it/s]

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overall:  13%|█▎        | 501/4000 [03:52<25:10,  2.32it/s]

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overall:  13%|█▎        | 502/4000 [03:52<25:11,  2.31it/s]

train:  14%|█▍        | 502/3515 [03:50<21:41,  2.31it/s]
overall:  13%|█▎        | 503/4000 [03:53<25:11,  2.31it/s]

train:  14%|█▍        | 503/3515 [03:51<21:42,  2.31it/s]
overall:  13%|█▎        | 504/4000 [03:53<25:59,  2.24it/s]

train:  14%|█▍        | 504/3515 [03:51<22:23,  2.24it/s]
overall:  13%|█▎        | 505/4000 [03:54<26:32,  2.19it/s]

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overall:  13%|█▎        | 506/4000 [03:54<23:49,  2.44it/s]

train:  14%|█▍        | 506/3515 [03:52<20:30,  2.44it/s]
overall:  13%|█▎        | 507/4000 [03:55<24:15,  2.40it/s]

train:  14%|█▍        | 507/3515 [03:52<20:53,  2.40it/s]
overall:  13%|█▎        | 508/4000 [03:55<25:48,  2.25it/s]

train:  14%|█▍        | 508/3515 [03:53<22:13,  2.25it/s]
overall:  13%|█▎        | 509/4000 [03:56<28:56,  2.01it/s]

train:  14%|█▍        | 509/3515 [03:53<24:55,  2.01it/s]
overall:  13%|█▎        | 510/4000 [03:56<29:38,  1.96it/s]

train:  15%|█▍        | 510/3515 [03:54<25:31,  1.96it/s]
overall:  13%|█▎        | 511/4000 [03:57<29:30,  1.97it/s]

train:  15%|█▍        | 511/3515 [03:54<25:24,  1.97it/s]
overall:  13%|█▎        | 512/4000 [03:57<29:26,  1.97it/s]

train:  15%|█▍        | 512/3515 [03:55<25:20,  1.97it/s]
overall:  13%|█▎        | 513/4000 [03:58<28:31,  2.04it/s]

train:  15%|█▍        | 513/3515 [03:55<24:33,  2.04it/s]
overall:  13%|█▎        | 514/4000 [03:58<25:22,  2.29it/s]

train:  15%|█▍        | 514/3515 [03:56<21:50,  2.29it/s]
overall:  13%|█▎        | 515/4000 [03:58<22:37,  2.57it/s]

train:  15%|█▍        | 515/3515 [03:56<19:28,  2.57it/s]
overall:  13%|█▎        | 516/4000 [03:59<24:36,  2.36it/s]

train:  15%|█▍        | 516/3515 [03:57<21:10,  2.36it/s]
overall:  13%|█▎        | 517/4000 [03:59<26:15,  2.21it/s]

train:  15%|█▍        | 517/3515 [03:57<22:36,  2.21it/s]
overall:  13%|█▎        | 518/4000 [04:00<26:36,  2.18it/s]

train:  15%|█▍        | 518/3515 [03:58<22:54,  2.18it/s]
overall:  13%|█▎        | 519/4000 [04:00<27:22,  2.12it/s]

train:  15%|█▍        | 519/3515 [03:58<23:33,  2.12it/s]
overall:  13%|█▎        | 520/4000 [04:01<25:42,  2.26it/s]

train:  15%|█▍        | 520/3515 [03:58<22:07,  2.26it/s]
overall:  13%|█▎        | 521/4000 [04:01<21:30,  2.70it/s]

train:  15%|█▍        | 521/3515 [03:59<18:30,  2.70it/s]
overall:  13%|█▎        | 522/4000 [04:01<23:46,  2.44it/s]

train:  15%|█▍        | 522/3515 [03:59<20:27,  2.44it/s]
overall:  13%|█▎        | 523/4000 [04:02<25:20,  2.29it/s]

train:  15%|█▍        | 523/3515 [04:00<21:48,  2.29it/s]
overall:  13%|█▎        | 524/4000 [04:02<25:19,  2.29it/s]

train:  15%|█▍        | 524/3515 [04:00<21:47,  2.29it/s]
overall:  13%|█▎        | 525/4000 [04:03<25:36,  2.26it/s]

train:  15%|█▍        | 525/3515 [04:00<22:01,  2.26it/s]
overall:  13%|█▎        | 526/4000 [04:03<25:25,  2.28it/s]

train:  15%|█▍        | 526/3515 [04:01<21:52,  2.28it/s]
overall:  13%|█▎        | 527/4000 [04:04<26:27,  2.19it/s]

train:  15%|█▍        | 527/3515 [04:01<22:46,  2.19it/s]
overall:  13%|█▎        | 528/4000 [04:04<26:45,  2.16it/s]

train:  15%|█▌        | 528/3515 [04:02<23:01,  2.16it/s]
overall:  13%|█▎        | 529/4000 [04:05<27:12,  2.13it/s]

train:  15%|█▌        | 529/3515 [04:02<23:23,  2.13it/s]
overall:  13%|█▎        | 530/4000 [04:05<24:26,  2.37it/s]

train:  15%|█▌        | 530/3515 [04:03<21:01,  2.37it/s]
overall:  13%|█▎        | 531/4000 [04:05<25:38,  2.25it/s]

train:  15%|█▌        | 531/3515 [04:03<22:03,  2.25it/s]
overall:  13%|█▎        | 532/4000 [04:06<26:55,  2.15it/s]

train:  15%|█▌        | 532/3515 [04:04<23:09,  2.15it/s]
overall:  13%|█▎        | 533/4000 [04:07<28:23,  2.03it/s]

train:  15%|█▌        | 533/3515 [04:04<24:25,  2.03it/s]
overall:  13%|█▎        | 534/4000 [04:07<29:19,  1.97it/s]

train:  15%|█▌        | 534/3515 [04:05<25:13,  1.97it/s]
overall:  13%|█▎        | 535/4000 [04:08<29:14,  1.97it/s]

train:  15%|█▌        | 535/3515 [04:05<25:08,  1.97it/s]
overall:  13%|█▎        | 536/4000 [04:08<29:06,  1.98it/s]

train:  15%|█▌        | 536/3515 [04:06<25:01,  1.98it/s]
overall:  13%|█▎        | 537/4000 [04:09<28:41,  2.01it/s]

train:  15%|█▌        | 537/3515 [04:06<24:40,  2.01it/s]
overall:  13%|█▎        | 538/4000 [04:09<22:59,  2.51it/s]

train:  15%|█▌        | 538/3515 [04:06<19:45,  2.51it/s]
overall:  13%|█▎        | 539/4000 [04:09<19:35,  2.94it/s]

train:  15%|█▌        | 539/3515 [04:07<16:50,  2.94it/s]
overall:  14%|█▎        | 540/4000 [04:09<17:40,  3.26it/s]

train:  15%|█▌        | 540/3515 [04:07<15:11,  3.26it/s]
overall:  14%|█▎        | 541/4000 [04:09<14:06,  4.08it/s]

train:  15%|█▌        | 541/3515 [04:07<12:08,  4.08it/s]
overall:  14%|█▎        | 542/4000 [04:10<17:18,  3.33it/s]

train:  15%|█▌        | 542/3515 [04:07<14:52,  3.33it/s]
overall:  14%|█▎        | 543/4000 [04:10<18:33,  3.10it/s]

train:  15%|█▌        | 543/3515 [04:08<15:57,  3.10it/s]
overall:  14%|█▎        | 544/4000 [04:11<21:03,  2.74it/s]

train:  15%|█▌        | 544/3515 [04:08<18:06,  2.74it/s]
overall:  14%|█▎        | 545/4000 [04:11<24:22,  2.36it/s]

train:  16%|█▌        | 545/3515 [04:09<20:57,  2.36it/s]
overall:  14%|█▎        | 546/4000 [04:12<25:45,  2.23it/s]

train:  16%|█▌        | 546/3515 [04:09<22:08,  2.23it/s]
overall:  14%|█▎        | 547/4000 [04:12<26:22,  2.18it/s]

train:  16%|█▌        | 547/3515 [04:10<22:40,  2.18it/s]
overall:  14%|█▎        | 548/4000 [04:12<22:44,  2.53it/s]

train:  16%|█▌        | 548/3515 [04:10<19:33,  2.53it/s]
overall:  14%|█▎        | 549/4000 [04:13<24:13,  2.37it/s]

train:  16%|█▌        | 549/3515 [04:11<20:49,  2.37it/s]
overall:  14%|█▍        | 550/4000 [04:13<25:39,  2.24it/s]

train:  16%|█▌        | 550/3515 [04:11<22:02,  2.24it/s]
overall:  14%|█▍        | 551/4000 [04:14<26:14,  2.19it/s]

train:  16%|█▌        | 551/3515 [04:12<22:33,  2.19it/s]
overall:  14%|█▍        | 552/4000 [04:14<26:43,  2.15it/s]

train:  16%|█▌        | 552/3515 [04:12<22:58,  2.15it/s]
overall:  14%|█▍        | 553/4000 [04:15<25:18,  2.27it/s]

train:  16%|█▌        | 553/3515 [04:12<21:44,  2.27it/s]
overall:  14%|█▍        | 554/4000 [04:15<25:48,  2.23it/s]

train:  16%|█▌        | 554/3515 [04:13<22:10,  2.23it/s]
overall:  14%|█▍        | 555/4000 [04:16<26:08,  2.20it/s]

train:  16%|█▌        | 555/3515 [04:13<22:27,  2.20it/s]
overall:  14%|█▍        | 556/4000 [04:16<26:47,  2.14it/s]

train:  16%|█▌        | 556/3515 [04:14<23:01,  2.14it/s]
overall:  14%|█▍        | 557/4000 [04:17<28:56,  1.98it/s]

train:  16%|█▌        | 557/3515 [04:14<24:52,  1.98it/s]
overall:  14%|█▍        | 558/4000 [04:17<29:16,  1.96it/s]

train:  16%|█▌        | 558/3515 [04:15<25:08,  1.96it/s]
overall:  14%|█▍        | 559/4000 [04:18<26:32,  2.16it/s]

train:  16%|█▌        | 559/3515 [04:15<22:47,  2.16it/s]
overall:  14%|█▍        | 560/4000 [04:18<27:12,  2.11it/s]

train:  16%|█▌        | 560/3515 [04:16<23:22,  2.11it/s]
overall:  14%|█▍        | 561/4000 [04:19<27:52,  2.06it/s]

train:  16%|█▌        | 561/3515 [04:16<23:56,  2.06it/s]
overall:  14%|█▍        | 562/4000 [04:19<28:01,  2.05it/s]

train:  16%|█▌        | 562/3515 [04:17<24:03,  2.05it/s]
overall:  14%|█▍        | 563/4000 [04:20<30:28,  1.88it/s]

train:  16%|█▌        | 563/3515 [04:17<26:10,  1.88it/s]
overall:  14%|█▍        | 564/4000 [04:20<29:48,  1.92it/s]

train:  16%|█▌        | 564/3515 [04:18<25:36,  1.92it/s]
overall:  14%|█▍        | 565/4000 [04:21<29:08,  1.96it/s]

train:  16%|█▌        | 565/3515 [04:18<25:01,  1.96it/s]
overall:  14%|█▍        | 566/4000 [04:21<28:46,  1.99it/s]

train:  16%|█▌        | 566/3515 [04:19<24:42,  1.99it/s]
overall:  14%|█▍        | 567/4000 [04:22<28:21,  2.02it/s]

train:  16%|█▌        | 567/3515 [04:19<24:21,  2.02it/s]
overall:  14%|█▍        | 569/4000 [04:22<24:03,  2.38it/s]

train:  16%|█▌        | 569/3515 [04:20<20:39,  2.38it/s]
overall:  14%|█▍        | 570/4000 [04:23<24:21,  2.35it/s]

train:  16%|█▌        | 570/3515 [04:20<20:55,  2.35it/s]
overall:  14%|█▍        | 571/4000 [04:23<25:41,  2.22it/s]

train:  16%|█▌        | 571/3515 [04:21<22:03,  2.22it/s]
overall:  14%|█▍        | 572/4000 [04:24<26:35,  2.15it/s]

train:  16%|█▋        | 572/3515 [04:22<22:49,  2.15it/s]
overall:  14%|█▍        | 573/4000 [04:24<26:20,  2.17it/s]

train:  16%|█▋        | 573/3515 [04:22<22:36,  2.17it/s]
overall:  14%|█▍        | 574/4000 [04:24<20:47,  2.75it/s]

train:  16%|█▋        | 574/3515 [04:22<17:50,  2.75it/s]
overall:  14%|█▍        | 575/4000 [04:25<22:44,  2.51it/s]

train:  16%|█▋        | 575/3515 [04:23<19:30,  2.51it/s]
overall:  14%|█▍        | 576/4000 [04:25<18:06,  3.15it/s]

train:  16%|█▋        | 576/3515 [04:23<15:32,  3.15it/s]
overall:  14%|█▍        | 577/4000 [04:25<21:06,  2.70it/s]

train:  16%|█▋        | 577/3515 [04:23<18:06,  2.70it/s]
overall:  14%|█▍        | 578/4000 [04:26<23:29,  2.43it/s]

train:  16%|█▋        | 578/3515 [04:24<20:09,  2.43it/s]
overall:  14%|█▍        | 579/4000 [04:26<25:17,  2.25it/s]

train:  16%|█▋        | 579/3515 [04:24<21:42,  2.25it/s]
overall:  14%|█▍        | 580/4000 [04:27<25:58,  2.19it/s]

train:  17%|█▋        | 580/3515 [04:25<22:17,  2.19it/s]
overall:  15%|█▍        | 581/4000 [04:28<28:53,  1.97it/s]

train:  17%|█▋        | 581/3515 [04:25<24:47,  1.97it/s]
overall:  15%|█▍        | 582/4000 [04:28<29:42,  1.92it/s]

train:  17%|█▋        | 582/3515 [04:26<25:29,  1.92it/s]
overall:  15%|█▍        | 583/4000 [04:29<29:17,  1.94it/s]

train:  17%|█▋        | 583/3515 [04:26<25:08,  1.94it/s]
overall:  15%|█▍        | 584/4000 [04:29<28:27,  2.00it/s]

train:  17%|█▋        | 584/3515 [04:27<24:25,  2.00it/s]
overall:  15%|█▍        | 585/4000 [04:30<27:46,  2.05it/s]

train:  17%|█▋        | 585/3515 [04:27<23:49,  2.05it/s]
overall:  15%|█▍        | 586/4000 [04:30<27:02,  2.10it/s]

train:  17%|█▋        | 586/3515 [04:28<23:12,  2.10it/s]
overall:  15%|█▍        | 587/4000 [04:30<23:35,  2.41it/s]

train:  17%|█▋        | 587/3515 [04:28<20:14,  2.41it/s]
overall:  15%|█▍        | 588/4000 [04:31<22:54,  2.48it/s]

train:  17%|█▋        | 588/3515 [04:28<19:39,  2.48it/s]
overall:  15%|█▍        | 589/4000 [04:31<24:04,  2.36it/s]

train:  17%|█▋        | 589/3515 [04:29<20:39,  2.36it/s]
overall:  15%|█▍        | 590/4000 [04:32<25:01,  2.27it/s]

train:  17%|█▋        | 590/3515 [04:29<21:27,  2.27it/s]
overall:  15%|█▍        | 591/4000 [04:32<22:47,  2.49it/s]

train:  17%|█▋        | 591/3515 [04:30<19:32,  2.49it/s]
overall:  15%|█▍        | 592/4000 [04:32<24:26,  2.32it/s]

train:  17%|█▋        | 592/3515 [04:30<20:57,  2.32it/s]
overall:  15%|█▍        | 593/4000 [04:33<26:19,  2.16it/s]

train:  17%|█▋        | 593/3515 [04:31<22:34,  2.16it/s]
overall:  15%|█▍        | 594/4000 [04:33<26:31,  2.14it/s]

train:  17%|█▋        | 594/3515 [04:31<22:45,  2.14it/s]
overall:  15%|█▍        | 595/4000 [04:34<26:01,  2.18it/s]

train:  17%|█▋        | 595/3515 [04:32<22:19,  2.18it/s]
overall:  15%|█▍        | 596/4000 [04:34<26:41,  2.12it/s]

train:  17%|█▋        | 596/3515 [04:32<22:53,  2.12it/s]
overall:  15%|█▍        | 597/4000 [04:35<27:08,  2.09it/s]

train:  17%|█▋        | 597/3515 [04:33<23:16,  2.09it/s]
overall:  15%|█▍        | 598/4000 [04:35<27:44,  2.04it/s]

train:  17%|█▋        | 598/3515 [04:33<23:47,  2.04it/s]
overall:  15%|█▍        | 599/4000 [04:36<22:53,  2.48it/s]

train:  17%|█▋        | 599/3515 [04:33<19:37,  2.48it/s]
overall:  15%|█▌        | 600/4000 [04:36<24:25,  2.32it/s]

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train:  28%|██▊       | 995/3515 [07:38<19:43,  2.13it/s]
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train:  28%|██▊       | 996/3515 [07:38<20:03,  2.09it/s]
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overall:  25%|██▍       | 999/4000 [07:42<24:27,  2.05it/s]

train:  28%|██▊       | 999/3515 [07:40<20:30,  2.05it/s]train loss: 7.195676326751709
train per: 0.9962329108871371
train loss: 5.557656288146973
train per: 0.8714823255074461
train loss: 5.171014785766602
train per: 0.8560508887201905
train loss: 4.181034564971924
train per: 0.8706566257101335
train loss: 4.647253036499023
train per: 0.8526360665056132
train loss: 4.406569480895996
train per: 0.8921384425216317
train loss: 4.0554938316345215
train per: 0.8497961390309283
train loss: 4.1385650634765625
train per: 0.867116153865506
train loss: 3.983860492706299
train per: 0.8567930880241071
train loss: 4.165040016174316
train per: 0.8592746652801247
train loss: 4.152015686035156
train per: 0.8747159299171615
train loss: 4.255008220672607
train per: 0.8651393126907109
train loss: 3.938002347946167
train per: 0.8488401733367321
train loss: 4.181167125701904
train per: 0.86894992875043
train loss: 4.040884971618652
train per: 0.8586108376749658
train loss: 4.149927139282227
train per: 0.8761807442115495
train loss: 4.0944437980651855
train per: 0.8479818001621767
train loss: 4.191962242126465
train per: 0.8545226063474238
train loss: 4.228367805480957
train per: 0.8726840986277162
train loss: 4.144993782043457
train per: 0.8676272390894165
train loss: 3.958949565887451
train per: 0.8542546355792179
train loss: 4.0424323081970215
train per: 0.8612714072970961
train loss: 4.26165771484375
train per: 0.8588290228021479
train loss: 4.068943977355957
train per: 0.8502616464582003
train loss: 4.28037166595459
train per: 0.8700391280044718
train loss: 4.232243061065674
train per: 0.8560484303010821
train loss: 4.149092197418213
train per: 0.8472917061034642
train loss: 4.132050514221191
train per: 0.8490978817594523
train loss: 4.307104110717773
train per: 0.8371608589430372
train loss: 4.186707496643066
train per: 0.8575655999580998
train loss: 4.109844207763672
train per: 0.8562014410625913
train loss: 4.023403644561768
train per: 0.8520871813816032
train loss: 4.100382328033447
train per: 0.850514297210975
train loss: 4.266341209411621
train per: 0.8668075522064344
train loss: 4.046114921569824
train per: 0.8491665238782954
train loss: 3.9551475048065186
train per: 0.8514348945178128
train loss: 4.112115383148193
train per: 0.848285243788931
train loss: 3.884567975997925
train per: 0.8478807210864627
train loss: 3.88378643989563
train per: 0.8560758191702993
train loss: 3.9736275672912598
train per: 0.8468005712442991
train loss: 3.84321665763855
train per: 0.8408486781692524
train loss: 4.045302391052246
train per: 0.84660941664199
train loss: 3.909183979034424
train per: 0.8444890252537173
train loss: 3.8097500801086426
train per: 0.8499777259505779
train loss: 4.094332218170166
train per: 0.8470249865180658
train loss: 3.9904625415802
train per: 0.8410667065808511
train loss: 3.9107441902160645
train per: 0.8348535102266446
train loss: 4.114537239074707
train per: 0.8344875175592085
train loss: 3.9063689708709717
train per: 0.8378122682758444
train loss: 4.048279285430908
train per: 0.8417564582300167
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  11%|█         | 288/2703 [00:00<00:00, 2877.16it/s]


word -> phonemes:  30%|███       | 818/2703 [00:00<00:00, 4230.06it/s]


word -> phonemes:  46%|████▌     | 1240/2703 [00:00<00:00, 3641.56it/s]


word -> phonemes:  60%|█████▉    | 1612/2703 [00:00<00:00, 3026.09it/s]


word -> phonemes:  71%|███████▏  | 1929/2703 [00:00<00:00, 3028.80it/s]


word -> phonemes:  83%|████████▎ | 2242/2703 [00:00<00:00, 3057.13it/s]


word -> phonemes:  97%|█████████▋| 2633/2703 [00:00<00:00, 3309.33it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 3252.10it/s]



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overall:  48%|████▊     | 1920/4000 [17:41<17:06,  2.03it/s]

train:  55%|█████▍    | 1920/3515 [17:38<13:07,  2.03it/s]
overall:  48%|████▊     | 1921/4000 [17:41<17:28,  1.98it/s]

train:  55%|█████▍    | 1921/3515 [17:39<13:24,  1.98it/s]
overall:  48%|████▊     | 1922/4000 [17:42<17:30,  1.98it/s]

train:  55%|█████▍    | 1922/3515 [17:39<13:25,  1.98it/s]
overall:  48%|████▊     | 1923/4000 [17:42<17:38,  1.96it/s]

train:  55%|█████▍    | 1923/3515 [17:40<13:31,  1.96it/s]
overall:  48%|████▊     | 1924/4000 [17:43<15:10,  2.28it/s]

train:  55%|█████▍    | 1924/3515 [17:40<11:37,  2.28it/s]
overall:  48%|████▊     | 1925/4000 [17:43<13:12,  2.62it/s]

train:  55%|█████▍    | 1925/3515 [17:41<10:07,  2.62it/s]
overall:  48%|████▊     | 1926/4000 [17:43<11:14,  3.08it/s]

train:  55%|█████▍    | 1926/3515 [17:41<08:36,  3.08it/s]
overall:  48%|████▊     | 1927/4000 [17:43<13:08,  2.63it/s]

train:  55%|█████▍    | 1927/3515 [17:41<10:03,  2.63it/s]
overall:  48%|████▊     | 1928/4000 [17:44<11:33,  2.99it/s]

train:  55%|█████▍    | 1928/3515 [17:41<08:51,  2.99it/s]
overall:  48%|████▊     | 1929/4000 [17:44<12:36,  2.74it/s]

train:  55%|█████▍    | 1929/3515 [17:42<09:39,  2.74it/s]
overall:  48%|████▊     | 1930/4000 [17:45<14:08,  2.44it/s]

train:  55%|█████▍    | 1930/3515 [17:42<10:49,  2.44it/s]
overall:  48%|████▊     | 1931/4000 [17:45<14:49,  2.33it/s]

train:  55%|█████▍    | 1931/3515 [17:43<11:21,  2.33it/s]
overall:  48%|████▊     | 1932/4000 [17:45<11:36,  2.97it/s]

train:  55%|█████▍    | 1932/3515 [17:43<08:52,  2.97it/s]
overall:  48%|████▊     | 1933/4000 [17:46<13:09,  2.62it/s]

train:  55%|█████▍    | 1933/3515 [17:43<10:04,  2.62it/s]
overall:  48%|████▊     | 1934/4000 [17:46<13:47,  2.50it/s]

train:  55%|█████▌    | 1934/3515 [17:44<10:32,  2.50it/s]
overall:  48%|████▊     | 1935/4000 [17:47<14:27,  2.38it/s]

train:  55%|█████▌    | 1935/3515 [17:44<11:04,  2.38it/s]
overall:  48%|████▊     | 1936/4000 [17:47<15:15,  2.25it/s]

train:  55%|█████▌    | 1936/3515 [17:45<11:40,  2.25it/s]
overall:  48%|████▊     | 1937/4000 [17:48<16:53,  2.04it/s]

train:  55%|█████▌    | 1937/3515 [17:45<12:55,  2.04it/s]
overall:  48%|████▊     | 1938/4000 [17:48<14:29,  2.37it/s]

train:  55%|█████▌    | 1938/3515 [17:46<11:04,  2.37it/s]
overall:  48%|████▊     | 1939/4000 [17:48<14:27,  2.38it/s]

train:  55%|█████▌    | 1939/3515 [17:46<11:02,  2.38it/s]
overall:  48%|████▊     | 1940/4000 [17:49<12:08,  2.83it/s]

train:  55%|█████▌    | 1940/3515 [17:46<09:16,  2.83it/s]
overall:  49%|████▊     | 1941/4000 [17:49<13:30,  2.54it/s]

train:  55%|█████▌    | 1941/3515 [17:47<10:19,  2.54it/s]
overall:  49%|████▊     | 1942/4000 [17:49<11:18,  3.03it/s]

train:  55%|█████▌    | 1942/3515 [17:47<08:38,  3.03it/s]
overall:  49%|████▊     | 1943/4000 [17:50<12:55,  2.65it/s]

train:  55%|█████▌    | 1943/3515 [17:48<09:52,  2.65it/s]
overall:  49%|████▊     | 1944/4000 [17:50<14:16,  2.40it/s]

train:  55%|█████▌    | 1944/3515 [17:48<10:54,  2.40it/s]
overall:  49%|████▊     | 1945/4000 [17:51<17:41,  1.94it/s]

train:  55%|█████▌    | 1945/3515 [17:49<13:31,  1.94it/s]
overall:  49%|████▊     | 1946/4000 [17:52<17:26,  1.96it/s]

train:  55%|█████▌    | 1946/3515 [17:49<13:19,  1.96it/s]
overall:  49%|████▊     | 1947/4000 [17:52<17:34,  1.95it/s]

train:  55%|█████▌    | 1947/3515 [17:50<13:25,  1.95it/s]
overall:  49%|████▊     | 1948/4000 [17:53<16:57,  2.02it/s]

train:  55%|█████▌    | 1948/3515 [17:50<12:56,  2.02it/s]
overall:  49%|████▊     | 1949/4000 [17:53<16:45,  2.04it/s]

train:  55%|█████▌    | 1949/3515 [17:51<12:47,  2.04it/s]
overall:  49%|████▉     | 1950/4000 [17:53<16:30,  2.07it/s]

train:  55%|█████▌    | 1950/3515 [17:51<12:36,  2.07it/s]
overall:  49%|████▉     | 1951/4000 [17:54<16:47,  2.03it/s]

train:  56%|█████▌    | 1951/3515 [17:52<12:49,  2.03it/s]
overall:  49%|████▉     | 1952/4000 [17:54<16:59,  2.01it/s]

train:  56%|█████▌    | 1952/3515 [17:52<12:57,  2.01it/s]
overall:  49%|████▉     | 1953/4000 [17:55<16:30,  2.07it/s]

train:  56%|█████▌    | 1953/3515 [17:53<12:35,  2.07it/s]
overall:  49%|████▉     | 1954/4000 [17:55<16:49,  2.03it/s]

train:  56%|█████▌    | 1954/3515 [17:53<12:50,  2.03it/s]
overall:  49%|████▉     | 1955/4000 [17:56<17:00,  2.00it/s]

train:  56%|█████▌    | 1955/3515 [17:54<12:58,  2.00it/s]
overall:  49%|████▉     | 1956/4000 [17:56<16:35,  2.05it/s]

train:  56%|█████▌    | 1956/3515 [17:54<12:39,  2.05it/s]
overall:  49%|████▉     | 1957/4000 [17:57<16:03,  2.12it/s]

train:  56%|█████▌    | 1957/3515 [17:55<12:14,  2.12it/s]
overall:  49%|████▉     | 1958/4000 [17:57<15:43,  2.16it/s]

train:  56%|█████▌    | 1958/3515 [17:55<11:59,  2.16it/s]
overall:  49%|████▉     | 1959/4000 [17:58<14:41,  2.32it/s]

train:  56%|█████▌    | 1959/3515 [17:55<11:11,  2.32it/s]
overall:  49%|████▉     | 1960/4000 [17:58<12:47,  2.66it/s]

train:  56%|█████▌    | 1960/3515 [17:56<09:45,  2.66it/s]
overall:  49%|████▉     | 1961/4000 [17:58<14:53,  2.28it/s]

train:  56%|█████▌    | 1961/3515 [17:56<11:21,  2.28it/s]
overall:  49%|████▉     | 1962/4000 [17:59<15:45,  2.16it/s]

train:  56%|█████▌    | 1962/3515 [17:57<12:00,  2.16it/s]
overall:  49%|████▉     | 1963/4000 [17:59<15:56,  2.13it/s]

train:  56%|█████▌    | 1963/3515 [17:57<12:09,  2.13it/s]
overall:  49%|████▉     | 1964/4000 [18:00<16:00,  2.12it/s]

train:  56%|█████▌    | 1964/3515 [17:58<12:12,  2.12it/s]
overall:  49%|████▉     | 1965/4000 [18:00<15:44,  2.15it/s]

train:  56%|█████▌    | 1965/3515 [17:58<11:59,  2.15it/s]
overall:  49%|████▉     | 1966/4000 [18:01<15:58,  2.12it/s]

train:  56%|█████▌    | 1966/3515 [17:59<12:09,  2.12it/s]
overall:  49%|████▉     | 1967/4000 [18:01<16:18,  2.08it/s]

train:  56%|█████▌    | 1967/3515 [17:59<12:24,  2.08it/s]
overall:  49%|████▉     | 1968/4000 [18:02<16:32,  2.05it/s]

train:  56%|█████▌    | 1968/3515 [18:00<12:35,  2.05it/s]
overall:  49%|████▉     | 1969/4000 [18:03<19:29,  1.74it/s]

train:  56%|█████▌    | 1969/3515 [18:00<14:50,  1.74it/s]
overall:  49%|████▉     | 1970/4000 [18:03<18:42,  1.81it/s]

train:  56%|█████▌    | 1970/3515 [18:01<14:14,  1.81it/s]
overall:  49%|████▉     | 1971/4000 [18:04<18:12,  1.86it/s]

train:  56%|█████▌    | 1971/3515 [18:01<13:51,  1.86it/s]
overall:  49%|████▉     | 1972/4000 [18:04<17:00,  1.99it/s]

train:  56%|█████▌    | 1972/3515 [18:02<12:56,  1.99it/s]
overall:  49%|████▉     | 1973/4000 [18:05<16:05,  2.10it/s]

train:  56%|█████▌    | 1973/3515 [18:02<12:14,  2.10it/s]
overall:  49%|████▉     | 1974/4000 [18:05<16:19,  2.07it/s]

train:  56%|█████▌    | 1974/3515 [18:03<12:25,  2.07it/s]
overall:  49%|████▉     | 1975/4000 [18:06<16:32,  2.04it/s]

train:  56%|█████▌    | 1975/3515 [18:03<12:35,  2.04it/s]
overall:  49%|████▉     | 1976/4000 [18:06<16:42,  2.02it/s]

train:  56%|█████▌    | 1976/3515 [18:04<12:42,  2.02it/s]
overall:  49%|████▉     | 1977/4000 [18:06<13:19,  2.53it/s]

train:  56%|█████▌    | 1977/3515 [18:04<10:07,  2.53it/s]
overall:  49%|████▉     | 1978/4000 [18:07<14:34,  2.31it/s]

train:  56%|█████▋    | 1978/3515 [18:04<11:04,  2.31it/s]
overall:  49%|████▉     | 1979/4000 [18:07<15:26,  2.18it/s]

train:  56%|█████▋    | 1979/3515 [18:05<11:43,  2.18it/s]
overall:  50%|████▉     | 1980/4000 [18:08<15:55,  2.12it/s]

train:  56%|█████▋    | 1980/3515 [18:05<12:05,  2.12it/s]
overall:  50%|████▉     | 1981/4000 [18:08<12:19,  2.73it/s]

train:  56%|█████▋    | 1981/3515 [18:06<09:21,  2.73it/s]
overall:  50%|████▉     | 1982/4000 [18:08<13:54,  2.42it/s]

train:  56%|█████▋    | 1982/3515 [18:06<10:33,  2.42it/s]
overall:  50%|████▉     | 1983/4000 [18:09<14:02,  2.39it/s]

train:  56%|█████▋    | 1983/3515 [18:07<10:39,  2.39it/s]
overall:  50%|████▉     | 1984/4000 [18:09<14:44,  2.28it/s]

train:  56%|█████▋    | 1984/3515 [18:07<11:11,  2.28it/s]
overall:  50%|████▉     | 1985/4000 [18:10<16:31,  2.03it/s]

train:  56%|█████▋    | 1985/3515 [18:08<12:33,  2.03it/s]
overall:  50%|████▉     | 1986/4000 [18:10<13:57,  2.41it/s]

train:  57%|█████▋    | 1986/3515 [18:08<10:35,  2.41it/s]
overall:  50%|████▉     | 1987/4000 [18:11<14:29,  2.31it/s]

train:  57%|█████▋    | 1987/3515 [18:08<11:00,  2.31it/s]
overall:  50%|████▉     | 1988/4000 [18:11<15:10,  2.21it/s]

train:  57%|█████▋    | 1988/3515 [18:09<11:30,  2.21it/s]
overall:  50%|████▉     | 1989/4000 [18:12<15:44,  2.13it/s]

train:  57%|█████▋    | 1989/3515 [18:09<11:56,  2.13it/s]
overall:  50%|████▉     | 1990/4000 [18:12<16:14,  2.06it/s]

train:  57%|█████▋    | 1990/3515 [18:10<12:19,  2.06it/s]
overall:  50%|████▉     | 1991/4000 [18:13<16:28,  2.03it/s]

train:  57%|█████▋    | 1991/3515 [18:10<12:29,  2.03it/s]
overall:  50%|████▉     | 1992/4000 [18:13<16:21,  2.05it/s]

train:  57%|█████▋    | 1992/3515 [18:11<12:24,  2.05it/s]
overall:  50%|████▉     | 1993/4000 [18:14<19:38,  1.70it/s]

train:  57%|█████▋    | 1993/3515 [18:12<14:53,  1.70it/s]
overall:  50%|████▉     | 1994/4000 [18:14<18:59,  1.76it/s]

train:  57%|█████▋    | 1994/3515 [18:12<14:24,  1.76it/s]
overall:  50%|████▉     | 1995/4000 [18:15<18:28,  1.81it/s]

train:  57%|█████▋    | 1995/3515 [18:13<14:00,  1.81it/s]
overall:  50%|████▉     | 1996/4000 [18:15<17:31,  1.91it/s]

train:  57%|█████▋    | 1996/3515 [18:13<13:17,  1.91it/s]
overall:  50%|████▉     | 1997/4000 [18:16<17:11,  1.94it/s]

train:  57%|█████▋    | 1997/3515 [18:14<13:01,  1.94it/s]
overall:  50%|████▉     | 1998/4000 [18:16<17:04,  1.95it/s]

train:  57%|█████▋    | 1998/3515 [18:14<12:56,  1.95it/s]
overall:  50%|████▉     | 1999/4000 [18:17<17:06,  1.95it/s]

train:  57%|█████▋    | 1999/3515 [18:15<12:57,  1.95it/s]dev loss: 4.854910850524902
dev per: 0.8588085327783559
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 4.059194087982178
train per: 0.8546676441837732
train loss: 4.157512187957764
train per: 0.8356855316125977
train loss: 3.972383975982666
train per: 0.8248428750999885
train loss: 4.048768520355225
train per: 0.8512855978462223
train loss: 4.023703098297119
train per: 0.8400625762072377
train loss: 4.051429271697998
train per: 0.8399641577060932
train loss: 3.929325819015503
train per: 0.8320346754190364
train loss: 3.864694118499756
train per: 0.8478005351739315
train loss: 4.124979019165039
train per: 0.8475110456553756
train loss: 3.9618301391601562
train per: 0.8386324706103199
train loss: 4.015515327453613
train per: 0.8394123606889564
train loss: 3.951655626296997
train per: 0.8447872022326323
train loss: 3.9665820598602295
train per: 0.8372345653467139
train loss: 4.0895094871521
train per: 0.8266700533401067
train loss: 4.027511119842529
train per: 0.8416707139388052
train loss: 3.871814250946045
train per: 0.8417465279557218
train loss: 4.058436393737793
train per: 0.8393978327798114
train loss: 4.038043022155762
train per: 0.8323670930641943
train loss: 3.9257864952087402
train per: 0.8367433504665901
train loss: 3.850893020629883
train per: 0.8490477484376158
train loss: 4.035679817199707
train per: 0.8494095247896674
train loss: 3.879035234451294
train per: 0.8500652872639615
train loss: 3.915494441986084
train per: 0.8380012959896321
train loss: 3.9090218544006348
train per: 0.8311243623488854
train loss: 3.9586429595947266
train per: 0.839065425354569
train loss: 4.01544189453125
train per: 0.8507854792484875
train loss: 4.025918483734131
train per: 0.8445350910367929
train loss: 3.908033847808838
train per: 0.8333060919513391
train loss: 4.016594886779785
train per: 0.8455444382500513
train loss: 4.0355401039123535
train per: 0.8333060345836161
train loss: 3.9251949787139893
train per: 0.8449501777577487
train loss: 4.077212810516357
train per: 0.855519566717995
train loss: 4.075284481048584
train per: 0.8288879277201077
train loss: 4.077995300292969
train per: 0.8292775485033916
train loss: 4.090210437774658
train per: 0.8335504165540292
train loss: 4.053870677947998
train per: 0.8318830984583373
train loss: 3.903636932373047
train per: 0.8276929621401901
train loss: 3.9659838676452637
train per: 0.8401374499948713
train loss: 3.9935600757598877
train per: 0.8282948556812418
train loss: 3.9951565265655518
train per: 0.837012440370405
train loss: 3.9862823486328125
train per: 0.8422704743922587
train loss: 3.9368133544921875
train per: 0.8387589134530539
train loss: 3.877178907394409
train per: 0.8253737029649717
train loss: 3.9003002643585205
train per: 0.8476456328509513
train loss: 3.9763343334198
train per: 0.8348388966716583
train loss: 4.113473415374756
train per: 0.8335188793023471
train loss: 4.208561420440674
train per: 0.8557786784573814
train loss: 4.109537124633789
train per: 0.8432506687875063
train loss: 3.995241641998291
train per: 0.8242319263378612
train loss: 4.073519706726074
train per: 0.830424001983635
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  11%|█         | 302/2703 [00:00<00:00, 2919.10it/s]


word -> phonemes:  27%|██▋       | 717/2703 [00:00<00:00, 3632.05it/s]


word -> phonemes:  40%|████      | 1082/2703 [00:00<00:00, 3135.07it/s]


word -> phonemes:  52%|█████▏    | 1413/2703 [00:00<00:00, 3187.30it/s]


word -> phonemes:  64%|██████▍   | 1737/2703 [00:00<00:00, 3109.89it/s]


word -> phonemes:  80%|████████  | 2166/2703 [00:00<00:00, 3448.55it/s]


word -> phonemes:  93%|█████████▎| 2515/2703 [00:00<00:00, 3065.62it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 3180.32it/s]



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


dev:   0%|          | 1/2703 [00:01<48:14,  1.07s/it]


dev:   0%|          | 2/2703 [00:01<23:18,  1.93it/s]


dev:   0%|          | 3/2703 [00:01<14:55,  3.02it/s]


dev:   0%|          | 5/2703 [00:01<09:24,  4.78it/s]


dev:   0%|          | 6/2703 [00:01<08:22,  5.37it/s]


dev:   0%|          | 7/2703 [00:01<07:16,  6.17it/s]


dev:   0%|          | 8/2703 [00:01<06:33,  6.86it/s]


dev:   0%|          | 9/2703 [00:01<06:03,  7.41it/s]


dev:   0%|          | 10/2703 [00:02<05:36,  7.99it/s]


dev:   0%|          | 11/2703 [00:02<05:36,  7.99it/s]


dev:   0%|          | 12/2703 [00:02<05:27,  8.22it/s]


dev:   0%|          | 13/2703 [00:02<05:11,  8.64it/s]


dev:   1%|          | 14/2703 [00:02<05:04,  8.82it/s]


dev:   1%|          | 15/2703 [00:02<04:54,  9.12it/s]


dev:   1%|          | 17/2703 [00:02<04:25, 10.11it/s]


dev:   1%|          | 19/2703 [00:03<04:20, 10.29it/s]


dev:   1%|          | 21/2703 [00:03<04:16, 10.46it/s]


dev:   1%|          | 23/2703 [00:03<04:18, 10.38it/s]


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train:  85%|████████▍ | 2976/3515 [28:32<03:47,  2.36it/s]
overall:  74%|███████▍  | 2977/4000 [28:35<08:41,  1.96it/s]

train:  85%|████████▍ | 2977/3515 [28:33<04:34,  1.96it/s]
overall:  74%|███████▍  | 2978/4000 [28:35<08:39,  1.97it/s]

train:  85%|████████▍ | 2978/3515 [28:33<04:32,  1.97it/s]
overall:  74%|███████▍  | 2979/4000 [28:36<08:59,  1.89it/s]

train:  85%|████████▍ | 2979/3515 [28:34<04:43,  1.89it/s]
overall:  74%|███████▍  | 2980/4000 [28:36<08:57,  1.90it/s]

train:  85%|████████▍ | 2980/3515 [28:34<04:42,  1.90it/s]
overall:  75%|███████▍  | 2981/4000 [28:37<08:48,  1.93it/s]

train:  85%|████████▍ | 2981/3515 [28:35<04:37,  1.93it/s]
overall:  75%|███████▍  | 2982/4000 [28:38<08:49,  1.92it/s]

train:  85%|████████▍ | 2982/3515 [28:35<04:36,  1.92it/s]
overall:  75%|███████▍  | 2983/4000 [28:38<08:44,  1.94it/s]

train:  85%|████████▍ | 2983/3515 [28:36<04:34,  1.94it/s]
overall:  75%|███████▍  | 2984/4000 [28:39<08:48,  1.92it/s]

train:  85%|████████▍ | 2984/3515 [28:36<04:36,  1.92it/s]
overall:  75%|███████▍  | 2985/4000 [28:39<08:38,  1.96it/s]

train:  85%|████████▍ | 2985/3515 [28:37<04:30,  1.96it/s]
overall:  75%|███████▍  | 2986/4000 [28:40<08:43,  1.94it/s]

train:  85%|████████▍ | 2986/3515 [28:37<04:33,  1.94it/s]
overall:  75%|███████▍  | 2987/4000 [28:40<08:32,  1.97it/s]

train:  85%|████████▍ | 2987/3515 [28:38<04:27,  1.97it/s]
overall:  75%|███████▍  | 2988/4000 [28:41<08:25,  2.00it/s]

train:  85%|████████▌ | 2988/3515 [28:38<04:23,  2.00it/s]
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train:  85%|████████▌ | 2989/3515 [28:39<04:22,  2.00it/s]
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train:  85%|████████▌ | 2992/3515 [28:40<04:03,  2.15it/s]
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train:  85%|████████▌ | 2994/3515 [28:41<03:50,  2.27it/s]
overall:  75%|███████▍  | 2995/4000 [28:44<07:40,  2.18it/s]

train:  85%|████████▌ | 2995/3515 [28:41<03:58,  2.18it/s]
overall:  75%|███████▍  | 2996/4000 [28:44<07:55,  2.11it/s]

train:  85%|████████▌ | 2996/3515 [28:42<04:05,  2.11it/s]
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train:  85%|████████▌ | 2997/3515 [28:42<03:19,  2.60it/s]
overall:  75%|███████▍  | 2998/4000 [28:45<05:42,  2.93it/s]

train:  85%|████████▌ | 2998/3515 [28:42<02:56,  2.93it/s]
overall:  75%|███████▍  | 2999/4000 [28:45<06:23,  2.61it/s]

train:  85%|████████▌ | 2999/3515 [28:43<03:17,  2.61it/s]dev loss: 4.095074653625488
dev per: 0.8757180020811655
train loss: 3.8147342205047607
train per: 0.8244442899195698
train loss: 4.1485795974731445
train per: 0.8479976253493952
train loss: 3.9595139026641846
train per: 0.8435127449189909
train loss: 4.296726703643799
train per: 0.8497183185785923
train loss: 3.98406982421875
train per: 0.8375421298858091
train loss: 4.173610210418701
train per: 0.844753308031593
train loss: 4.303677558898926
train per: 0.8447613823368074
train loss: 4.007917404174805
train per: 0.8278380006022282
train loss: 3.8904831409454346
train per: 0.8455561086223107
train loss: 3.896359920501709
train per: 0.8319612709802668
train loss: 4.103677272796631
train per: 0.8359807065834995
train loss: 4.076129913330078
train per: 0.8427899398176132
train loss: 3.8980774879455566
train per: 0.8278554483266923
train loss: 4.020679950714111
train per: 0.8450957543824096
train loss: 4.178023338317871
train per: 0.8439887961275936
train loss: 3.920318126678467
train per: 0.8364863428632161
train loss: 3.911275863647461
train per: 0.8385354898942747
train loss: 3.9108548164367676
train per: 0.828864708531873
train loss: 4.056864261627197
train per: 0.829087216518109
train loss: 4.095822811126709
train per: 0.8439493016872528
train loss: 3.9487144947052
train per: 0.8267286547118294
train loss: 3.860161304473877
train per: 0.8598784754188915
train loss: 3.8938636779785156
train per: 0.8299070873917141
train loss: 3.875530242919922
train per: 0.842411793136781
train loss: 3.8853087425231934
train per: 0.8486261231931241
train loss: 4.099370002746582
train per: 0.8401407025002531
train loss: 4.08958101272583
train per: 0.8332691218130311
train loss: 4.035638809204102
train per: 0.8453815786033622
train loss: 3.9187889099121094
train per: 0.8297055691751479
train loss: 4.029210090637207
train per: 0.8538275293632804
train loss: 3.8602588176727295
train per: 0.8311185565843389
train loss: 3.9561431407928467
train per: 0.8467103665938335
train loss: 3.919996738433838
train per: 0.832152023924459
train loss: 3.816239595413208
train per: 0.8477198919302459
train loss: 3.899177074432373
train per: 0.8411992214161127
train loss: 3.9504477977752686
train per: 0.8502375964437178
train loss: 4.017327785491943
train per: 0.8278788482118414
train loss: 3.91237211227417
train per: 0.8420130555822214
train loss: 3.936058759689331
train per: 0.8463740708638667
train loss: 3.8713812828063965
train per: 0.851643762812239
train loss: 3.9805614948272705
train per: 0.8282010107212016
train loss: 4.022306442260742
train per: 0.8437917566039675
train loss: 3.8607535362243652
train per: 0.8435574458803643
train loss: 4.055914402008057
train per: 0.8415984960113815
train loss: 3.938835620880127
train per: 0.834949453270064
train loss: 4.110837936401367
train per: 0.8348942598187311
train loss: 3.940020799636841
train per: 0.8352017101240337
train loss: 3.965686798095703
train per: 0.8313767342582711
train loss: 3.972459077835083
train per: 0.8358134673766984
train loss: 3.9140944480895996
train per: 0.8369384359400999
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  12%|█▏        | 335/2703 [00:00<00:00, 3307.95it/s]


word -> phonemes:  26%|██▌       | 698/2703 [00:00<00:00, 3415.41it/s]


word -> phonemes:  39%|███▊      | 1045/2703 [00:00<00:00, 3438.39it/s]


word -> phonemes:  53%|█████▎    | 1441/2703 [00:00<00:00, 3641.61it/s]


word -> phonemes:  68%|██████▊   | 1845/2703 [00:00<00:00, 3783.55it/s]


word -> phonemes:  82%|████████▏ | 2224/2703 [00:00<00:00, 3584.43it/s]


word -> phonemes:  96%|█████████▌| 2585/2703 [00:00<00:00, 3397.22it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 3434.58it/s]



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overall:  77%|███████▋  | 3085/4000 [32:13<07:18,  2.09it/s]

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overall:  78%|███████▊  | 3104/4000 [32:21<06:33,  2.28it/s]

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overall:  78%|███████▊  | 3106/4000 [32:22<06:50,  2.18it/s]

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overall:  78%|███████▊  | 3107/4000 [32:22<06:56,  2.14it/s]

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overall:  78%|███████▊  | 3109/4000 [32:23<07:11,  2.07it/s]

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overall:  78%|███████▊  | 3111/4000 [32:24<07:07,  2.08it/s]

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overall:  78%|███████▊  | 3129/4000 [32:33<05:52,  2.47it/s]

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overall:  78%|███████▊  | 3130/4000 [32:33<06:06,  2.37it/s]

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train: 100%|██████████| 3515/3515 [35:28<00:00,  2.07it/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 [35:28<00:00,  1.65it/s]
dev loss: 4.3320183753967285
dev per: 0.879360041623309
train loss: 3.9903483390808105
train per: 0.839357915889887
train loss: 3.8282787799835205
train per: 0.8288916499733753
train loss: 3.997277021408081
train per: 0.8526396448766052
train loss: 4.09622049331665
train per: 0.8480234843396274
train loss: 4.069972038269043
train per: 0.8332591053048297
train loss: 3.866865634918213
train per: 0.8324984875983061
train loss: 3.8496956825256348
train per: 0.8451241856677525
train loss: 4.044150352478027
train per: 0.8609764807917963
train loss: 4.040722370147705
train per: 0.8440354825896994
train loss: 4.060744762420654
train per: 0.8265710966440893
train loss: 3.935981273651123
train per: 0.8481812414084805
train loss: 4.021151065826416
train per: 0.8370121843545824
train loss: 4.022148609161377
train per: 0.8196378174976482
train loss: 3.825801134109497
train per: 0.8565779346585631
train loss: 4.010573387145996
train per: 0.833299512987013
train loss: 3.9820761680603027
train per: 0.8504710741570607
train loss: 3.8758347034454346
train per: 0.8430658818669972
train loss: 3.882659912109375
train per: 0.8280977515288209
train loss: 3.8628292083740234
train per: 0.8449988120693751
train loss: 3.9297454357147217
train per: 0.8220307663879521
train loss: 3.903268337249756
train per: 0.8368154111023219
train loss: 4.028937816619873
train per: 0.8345686687069626
train loss: 3.93910551071167
train per: 0.8287719129029925
train loss: 3.879551649093628
train per: 0.8484977853674156
train loss: 4.068073272705078
train per: 0.8442262602579133
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  13%|█▎        | 454/3515 [00:00<00:00, 4537.15it/s]

word -> phonemes:  26%|██▌       | 908/3515 [00:00<00:00, 4524.90it/s]

word -> phonemes:  39%|███▊      | 1361/3515 [00:00<00:00, 4226.14it/s]

word -> phonemes:  53%|█████▎    | 1846/3515 [00:00<00:00, 4461.73it/s]

word -> phonemes:  66%|██████▌   | 2324/3515 [00:00<00:00, 4571.08it/s]

word -> phonemes:  80%|████████  | 2814/3515 [00:00<00:00, 4677.81it/s]

word -> phonemes:  93%|█████████▎| 3284/3515 [00:00<00:00, 4066.50it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4304.94it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [35:34<12:28,  1.55s/it]

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overall:  88%|████████▊ | 3524/4000 [35:37<03:56,  2.01it/s]

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overall:  88%|████████▊ | 3526/4000 [35:38<02:55,  2.69it/s]

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overall:  88%|████████▊ | 3528/4000 [35:39<03:17,  2.39it/s]

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overall:  88%|████████▊ | 3529/4000 [35:39<03:31,  2.23it/s]

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overall:  88%|████████▊ | 3530/4000 [35:39<03:26,  2.27it/s]

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overall:  88%|████████▊ | 3531/4000 [35:40<03:30,  2.23it/s]

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overall:  88%|████████▊ | 3532/4000 [35:40<03:36,  2.16it/s]

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overall:  88%|████████▊ | 3533/4000 [35:41<03:28,  2.24it/s]

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overall:  88%|████████▊ | 3534/4000 [35:41<03:36,  2.15it/s]

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overall:  88%|████████▊ | 3535/4000 [35:42<03:40,  2.11it/s]

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overall:  88%|████████▊ | 3536/4000 [35:42<03:40,  2.10it/s]

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overall:  88%|████████▊ | 3537/4000 [35:42<02:59,  2.58it/s]

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overall:  88%|████████▊ | 3538/4000 [35:43<03:11,  2.41it/s]

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overall:  88%|████████▊ | 3539/4000 [35:43<03:24,  2.26it/s]

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overall:  88%|████████▊ | 3540/4000 [35:44<03:45,  2.04it/s]

train:   1%|          | 25/3515 [00:12<28:32,  2.04it/s]
overall:  89%|████████▊ | 3541/4000 [35:45<03:46,  2.03it/s]

train:   1%|          | 26/3515 [00:12<28:42,  2.03it/s]
overall:  89%|████████▊ | 3542/4000 [35:45<03:43,  2.05it/s]

train:   1%|          | 27/3515 [00:12<28:20,  2.05it/s]
overall:  89%|████████▊ | 3543/4000 [35:45<03:00,  2.53it/s]

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overall:  89%|████████▊ | 3544/4000 [35:46<03:12,  2.37it/s]

train:   1%|          | 29/3515 [00:13<24:32,  2.37it/s]
overall:  89%|████████▊ | 3545/4000 [35:46<02:38,  2.88it/s]

train:   1%|          | 30/3515 [00:13<20:11,  2.88it/s]
overall:  89%|████████▊ | 3546/4000 [35:46<03:01,  2.50it/s]

train:   1%|          | 31/3515 [00:14<23:11,  2.50it/s]
overall:  89%|████████▊ | 3547/4000 [35:47<03:16,  2.30it/s]

train:   1%|          | 32/3515 [00:14<25:11,  2.30it/s]
overall:  89%|████████▊ | 3548/4000 [35:47<03:23,  2.22it/s]

train:   1%|          | 33/3515 [00:15<26:08,  2.22it/s]
overall:  89%|████████▊ | 3549/4000 [35:48<03:28,  2.16it/s]

train:   1%|          | 34/3515 [00:15<26:48,  2.16it/s]
overall:  89%|████████▉ | 3550/4000 [35:48<03:21,  2.23it/s]

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overall:  89%|████████▉ | 3551/4000 [35:49<03:32,  2.11it/s]

train:   1%|          | 36/3515 [00:16<27:27,  2.11it/s]
overall:  89%|████████▉ | 3552/4000 [35:49<03:48,  1.96it/s]

train:   1%|          | 37/3515 [00:17<29:37,  1.96it/s]
overall:  89%|████████▉ | 3553/4000 [35:50<03:46,  1.97it/s]

train:   1%|          | 38/3515 [00:17<29:21,  1.97it/s]
overall:  89%|████████▉ | 3554/4000 [35:50<03:44,  1.98it/s]

train:   1%|          | 39/3515 [00:18<29:12,  1.98it/s]
overall:  89%|████████▉ | 3555/4000 [35:51<03:00,  2.46it/s]

train:   1%|          | 40/3515 [00:18<23:32,  2.46it/s]
overall:  89%|████████▉ | 3556/4000 [35:51<03:09,  2.35it/s]

train:   1%|          | 41/3515 [00:19<24:40,  2.35it/s]
overall:  89%|████████▉ | 3557/4000 [35:52<03:16,  2.25it/s]

train:   1%|          | 42/3515 [00:19<25:41,  2.25it/s]
overall:  89%|████████▉ | 3558/4000 [35:52<03:21,  2.20it/s]

train:   1%|          | 43/3515 [00:19<26:19,  2.20it/s]
overall:  89%|████████▉ | 3559/4000 [35:52<02:53,  2.54it/s]

train:   1%|▏         | 44/3515 [00:20<22:44,  2.54it/s]
overall:  89%|████████▉ | 3560/4000 [35:53<03:06,  2.36it/s]

train:   1%|▏         | 45/3515 [00:20<24:29,  2.36it/s]
overall:  89%|████████▉ | 3561/4000 [35:53<03:15,  2.24it/s]

train:   1%|▏         | 46/3515 [00:21<25:45,  2.24it/s]
overall:  89%|████████▉ | 3562/4000 [35:54<03:23,  2.15it/s]

train:   1%|▏         | 47/3515 [00:21<26:54,  2.15it/s]
overall:  89%|████████▉ | 3563/4000 [35:54<03:00,  2.42it/s]

train:   1%|▏         | 48/3515 [00:22<23:52,  2.42it/s]
overall:  89%|████████▉ | 3564/4000 [35:55<03:31,  2.06it/s]

train:   1%|▏         | 49/3515 [00:22<28:04,  2.06it/s]
overall:  89%|████████▉ | 3565/4000 [35:55<02:59,  2.43it/s]

train:   1%|▏         | 50/3515 [00:22<23:48,  2.43it/s]
overall:  89%|████████▉ | 3566/4000 [35:56<03:10,  2.28it/s]

train:   1%|▏         | 51/3515 [00:23<25:17,  2.28it/s]
overall:  89%|████████▉ | 3567/4000 [35:56<03:10,  2.27it/s]

train:   1%|▏         | 52/3515 [00:23<25:22,  2.27it/s]
overall:  89%|████████▉ | 3568/4000 [35:56<02:35,  2.78it/s]

train:   2%|▏         | 53/3515 [00:24<20:46,  2.78it/s]
overall:  89%|████████▉ | 3569/4000 [35:57<02:50,  2.53it/s]

train:   2%|▏         | 54/3515 [00:24<22:49,  2.53it/s]
overall:  89%|████████▉ | 3570/4000 [35:57<03:00,  2.38it/s]

train:   2%|▏         | 55/3515 [00:24<24:13,  2.38it/s]
overall:  89%|████████▉ | 3571/4000 [35:58<03:09,  2.26it/s]

train:   2%|▏         | 56/3515 [00:25<25:30,  2.26it/s]
overall:  89%|████████▉ | 3572/4000 [35:58<03:17,  2.16it/s]

train:   2%|▏         | 57/3515 [00:26<26:38,  2.16it/s]
overall:  89%|████████▉ | 3573/4000 [35:59<03:19,  2.14it/s]

train:   2%|▏         | 58/3515 [00:26<26:56,  2.14it/s]
overall:  89%|████████▉ | 3574/4000 [35:59<03:23,  2.09it/s]

train:   2%|▏         | 59/3515 [00:26<27:30,  2.09it/s]
overall:  89%|████████▉ | 3575/4000 [36:00<03:25,  2.06it/s]

train:   2%|▏         | 60/3515 [00:27<27:54,  2.06it/s]
overall:  89%|████████▉ | 3576/4000 [36:00<03:48,  1.86it/s]

train:   2%|▏         | 61/3515 [00:28<30:57,  1.86it/s]
overall:  89%|████████▉ | 3577/4000 [36:01<03:35,  1.96it/s]

train:   2%|▏         | 62/3515 [00:28<29:21,  1.96it/s]
overall:  89%|████████▉ | 3578/4000 [36:01<03:33,  1.97it/s]

train:   2%|▏         | 63/3515 [00:29<29:08,  1.97it/s]
overall:  89%|████████▉ | 3579/4000 [36:02<03:33,  1.97it/s]

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overall:  90%|████████▉ | 3580/4000 [36:02<03:33,  1.97it/s]

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overall:  90%|████████▉ | 3581/4000 [36:03<03:31,  1.98it/s]

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overall:  90%|████████▉ | 3586/4000 [36:05<02:31,  2.73it/s]

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overall:  90%|████████▉ | 3587/4000 [36:05<02:44,  2.51it/s]

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overall:  90%|████████▉ | 3588/4000 [36:06<03:11,  2.15it/s]

train:   2%|▏         | 73/3515 [00:33<26:38,  2.15it/s]
overall:  90%|████████▉ | 3589/4000 [36:06<03:16,  2.09it/s]

train:   2%|▏         | 74/3515 [00:34<27:23,  2.09it/s]
overall:  90%|████████▉ | 3590/4000 [36:07<03:17,  2.07it/s]

train:   2%|▏         | 75/3515 [00:34<27:38,  2.07it/s]
overall:  90%|████████▉ | 3591/4000 [36:07<03:09,  2.16it/s]

train:   2%|▏         | 76/3515 [00:35<26:30,  2.16it/s]
overall:  90%|████████▉ | 3592/4000 [36:07<03:00,  2.25it/s]

train:   2%|▏         | 77/3515 [00:35<25:25,  2.25it/s]
overall:  90%|████████▉ | 3593/4000 [36:08<03:07,  2.16it/s]

train:   2%|▏         | 78/3515 [00:35<26:27,  2.16it/s]
overall:  90%|████████▉ | 3594/4000 [36:08<03:09,  2.15it/s]

train:   2%|▏         | 79/3515 [00:36<26:40,  2.15it/s]
overall:  90%|████████▉ | 3595/4000 [36:09<02:57,  2.28it/s]

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overall:  90%|████████▉ | 3596/4000 [36:09<02:56,  2.29it/s]

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overall:  90%|████████▉ | 3597/4000 [36:10<03:04,  2.19it/s]

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overall:  90%|████████▉ | 3598/4000 [36:10<03:01,  2.22it/s]

train:   2%|▏         | 83/3515 [00:38<25:48,  2.22it/s]
overall:  90%|████████▉ | 3599/4000 [36:11<02:53,  2.31it/s]

train:   2%|▏         | 84/3515 [00:38<24:48,  2.31it/s]
overall:  90%|█████████ | 3600/4000 [36:11<03:19,  2.00it/s]

train:   2%|▏         | 85/3515 [00:39<28:34,  2.00it/s]
overall:  90%|█████████ | 3601/4000 [36:12<03:19,  2.00it/s]

train:   2%|▏         | 86/3515 [00:39<28:33,  2.00it/s]
overall:  90%|█████████ | 3602/4000 [36:12<03:11,  2.08it/s]

train:   2%|▏         | 87/3515 [00:40<27:30,  2.08it/s]
overall:  90%|█████████ | 3603/4000 [36:13<03:12,  2.07it/s]

train:   3%|▎         | 88/3515 [00:40<27:37,  2.07it/s]
overall:  90%|█████████ | 3604/4000 [36:13<03:12,  2.06it/s]

train:   3%|▎         | 89/3515 [00:41<27:43,  2.06it/s]
overall:  90%|█████████ | 3605/4000 [36:13<02:27,  2.68it/s]

train:   3%|▎         | 90/3515 [00:41<21:15,  2.68it/s]
overall:  90%|█████████ | 3606/4000 [36:14<02:27,  2.66it/s]

train:   3%|▎         | 91/3515 [00:41<21:26,  2.66it/s]
overall:  90%|█████████ | 3607/4000 [36:14<02:39,  2.46it/s]

train:   3%|▎         | 92/3515 [00:42<23:11,  2.46it/s]
overall:  90%|█████████ | 3608/4000 [36:15<02:33,  2.55it/s]

train:   3%|▎         | 93/3515 [00:42<22:22,  2.55it/s]
overall:  90%|█████████ | 3609/4000 [36:15<02:40,  2.43it/s]

train:   3%|▎         | 94/3515 [00:42<23:26,  2.43it/s]
overall:  90%|█████████ | 3610/4000 [36:15<02:48,  2.32it/s]

train:   3%|▎         | 95/3515 [00:43<24:33,  2.32it/s]
overall:  90%|█████████ | 3611/4000 [36:16<02:56,  2.21it/s]

train:   3%|▎         | 96/3515 [00:43<25:47,  2.21it/s]
overall:  90%|█████████ | 3612/4000 [36:17<03:32,  1.83it/s]

train:   3%|▎         | 97/3515 [00:44<31:11,  1.83it/s]
overall:  90%|█████████ | 3613/4000 [36:17<03:21,  1.92it/s]

train:   3%|▎         | 98/3515 [00:45<29:42,  1.92it/s]
overall:  90%|█████████ | 3614/4000 [36:18<03:15,  1.97it/s]

train:   3%|▎         | 99/3515 [00:45<28:54,  1.97it/s]
overall:  90%|█████████ | 3615/4000 [36:18<03:15,  1.97it/s]

train:   3%|▎         | 100/3515 [00:46<28:50,  1.97it/s]
overall:  90%|█████████ | 3616/4000 [36:19<03:15,  1.96it/s]

train:   3%|▎         | 101/3515 [00:46<29:00,  1.96it/s]
overall:  90%|█████████ | 3617/4000 [36:19<03:12,  1.99it/s]

train:   3%|▎         | 102/3515 [00:47<28:32,  1.99it/s]
overall:  90%|█████████ | 3618/4000 [36:20<03:13,  1.98it/s]

train:   3%|▎         | 103/3515 [00:47<28:46,  1.98it/s]
overall:  90%|█████████ | 3619/4000 [36:20<03:11,  1.99it/s]

train:   3%|▎         | 104/3515 [00:48<28:37,  1.99it/s]
overall:  90%|█████████ | 3620/4000 [36:21<03:11,  1.98it/s]

train:   3%|▎         | 105/3515 [00:48<28:38,  1.98it/s]
overall:  91%|█████████ | 3621/4000 [36:21<03:13,  1.96it/s]

train:   3%|▎         | 106/3515 [00:49<28:57,  1.96it/s]
overall:  91%|█████████ | 3622/4000 [36:22<03:08,  2.00it/s]

train:   3%|▎         | 107/3515 [00:49<28:23,  2.00it/s]
overall:  91%|█████████ | 3623/4000 [36:22<03:08,  2.00it/s]

train:   3%|▎         | 108/3515 [00:50<28:19,  2.00it/s]
overall:  91%|█████████ | 3624/4000 [36:23<03:12,  1.96it/s]

train:   3%|▎         | 109/3515 [00:50<29:01,  1.96it/s]
overall:  91%|█████████ | 3625/4000 [36:23<03:12,  1.95it/s]

train:   3%|▎         | 110/3515 [00:51<29:04,  1.95it/s]
overall:  91%|█████████ | 3626/4000 [36:24<03:01,  2.06it/s]

train:   3%|▎         | 111/3515 [00:51<27:31,  2.06it/s]
overall:  91%|█████████ | 3627/4000 [36:24<03:03,  2.04it/s]

train:   3%|▎         | 112/3515 [00:52<27:49,  2.04it/s]
overall:  91%|█████████ | 3628/4000 [36:24<02:28,  2.51it/s]

train:   3%|▎         | 113/3515 [00:52<22:35,  2.51it/s]
overall:  91%|█████████ | 3629/4000 [36:25<02:39,  2.33it/s]

train:   3%|▎         | 114/3515 [00:52<24:21,  2.33it/s]
overall:  91%|█████████ | 3630/4000 [36:25<02:45,  2.23it/s]

train:   3%|▎         | 115/3515 [00:53<25:24,  2.23it/s]
overall:  91%|█████████ | 3631/4000 [36:26<02:43,  2.26it/s]

train:   3%|▎         | 116/3515 [00:53<25:02,  2.26it/s]
overall:  91%|█████████ | 3632/4000 [36:26<02:48,  2.18it/s]

train:   3%|▎         | 117/3515 [00:54<25:59,  2.18it/s]
overall:  91%|█████████ | 3633/4000 [36:27<02:54,  2.11it/s]

train:   3%|▎         | 118/3515 [00:54<26:51,  2.11it/s]
overall:  91%|█████████ | 3634/4000 [36:27<02:56,  2.08it/s]

train:   3%|▎         | 119/3515 [00:55<27:16,  2.08it/s]
overall:  91%|█████████ | 3635/4000 [36:28<02:56,  2.07it/s]

train:   3%|▎         | 120/3515 [00:55<27:21,  2.07it/s]
overall:  91%|█████████ | 3636/4000 [36:28<03:12,  1.89it/s]

train:   3%|▎         | 121/3515 [00:56<29:59,  1.89it/s]
overall:  91%|█████████ | 3637/4000 [36:29<03:10,  1.90it/s]

train:   3%|▎         | 122/3515 [00:56<29:41,  1.90it/s]
overall:  91%|█████████ | 3638/4000 [36:29<03:04,  1.96it/s]

train:   3%|▎         | 123/3515 [00:57<28:48,  1.96it/s]
overall:  91%|█████████ | 3639/4000 [36:30<03:03,  1.97it/s]

train:   4%|▎         | 124/3515 [00:57<28:39,  1.97it/s]
overall:  91%|█████████ | 3640/4000 [36:30<03:01,  1.99it/s]

train:   4%|▎         | 125/3515 [00:58<28:26,  1.99it/s]
overall:  91%|█████████ | 3641/4000 [36:31<03:00,  1.99it/s]

train:   4%|▎         | 126/3515 [00:58<28:22,  1.99it/s]
overall:  91%|█████████ | 3642/4000 [36:31<03:00,  1.98it/s]

train:   4%|▎         | 127/3515 [00:59<28:29,  1.98it/s]
overall:  91%|█████████ | 3643/4000 [36:32<02:59,  1.99it/s]

train:   4%|▎         | 128/3515 [00:59<28:22,  1.99it/s]
overall:  91%|█████████ | 3644/4000 [36:32<02:57,  2.01it/s]

train:   4%|▎         | 129/3515 [01:00<28:05,  2.01it/s]
overall:  91%|█████████ | 3645/4000 [36:33<02:57,  2.00it/s]

train:   4%|▎         | 130/3515 [01:00<28:12,  2.00it/s]
overall:  91%|█████████ | 3646/4000 [36:33<02:58,  1.99it/s]

train:   4%|▎         | 131/3515 [01:01<28:22,  1.99it/s]
overall:  91%|█████████ | 3647/4000 [36:34<02:37,  2.25it/s]

train:   4%|▍         | 132/3515 [01:01<25:05,  2.25it/s]
overall:  91%|█████████ | 3648/4000 [36:34<02:36,  2.25it/s]

train:   4%|▍         | 133/3515 [01:02<25:06,  2.25it/s]
overall:  91%|█████████ | 3649/4000 [36:35<02:39,  2.20it/s]

train:   4%|▍         | 134/3515 [01:02<25:33,  2.20it/s]
overall:  91%|█████████▏| 3650/4000 [36:35<02:28,  2.35it/s]

train:   4%|▍         | 135/3515 [01:02<23:58,  2.35it/s]
overall:  91%|█████████▏| 3651/4000 [36:35<02:12,  2.63it/s]

train:   4%|▍         | 136/3515 [01:03<21:24,  2.63it/s]
overall:  91%|█████████▏| 3652/4000 [36:36<02:23,  2.43it/s]

train:   4%|▍         | 137/3515 [01:03<23:11,  2.43it/s]
overall:  91%|█████████▏| 3653/4000 [36:36<02:33,  2.26it/s]

train:   4%|▍         | 138/3515 [01:04<24:56,  2.26it/s]
overall:  91%|█████████▏| 3654/4000 [36:36<01:57,  2.94it/s]

train:   4%|▍         | 139/3515 [01:04<19:08,  2.94it/s]
overall:  91%|█████████▏| 3655/4000 [36:37<02:13,  2.58it/s]

train:   4%|▍         | 140/3515 [01:04<21:49,  2.58it/s]
overall:  91%|█████████▏| 3656/4000 [36:37<02:26,  2.35it/s]

train:   4%|▍         | 141/3515 [01:05<23:53,  2.35it/s]
overall:  91%|█████████▏| 3657/4000 [36:38<02:34,  2.22it/s]

train:   4%|▍         | 142/3515 [01:05<25:18,  2.22it/s]
overall:  91%|█████████▏| 3658/4000 [36:38<02:37,  2.18it/s]

train:   4%|▍         | 143/3515 [01:06<25:48,  2.18it/s]
overall:  91%|█████████▏| 3659/4000 [36:39<02:37,  2.17it/s]

train:   4%|▍         | 144/3515 [01:06<25:56,  2.17it/s]
overall:  92%|█████████▏| 3660/4000 [36:39<02:51,  1.99it/s]

train:   4%|▍         | 145/3515 [01:07<28:15,  1.99it/s]
overall:  92%|█████████▏| 3661/4000 [36:40<02:47,  2.02it/s]

train:   4%|▍         | 146/3515 [01:07<27:48,  2.02it/s]
overall:  92%|█████████▏| 3662/4000 [36:40<02:45,  2.04it/s]

train:   4%|▍         | 147/3515 [01:08<27:33,  2.04it/s]
overall:  92%|█████████▏| 3663/4000 [36:40<02:08,  2.61it/s]

train:   4%|▍         | 148/3515 [01:08<21:28,  2.61it/s]
overall:  92%|█████████▏| 3664/4000 [36:41<02:21,  2.37it/s]

train:   4%|▍         | 149/3515 [01:08<23:42,  2.37it/s]
overall:  92%|█████████▏| 3665/4000 [36:42<02:29,  2.24it/s]

train:   4%|▍         | 150/3515 [01:09<25:00,  2.24it/s]
overall:  92%|█████████▏| 3666/4000 [36:42<02:33,  2.18it/s]

train:   4%|▍         | 151/3515 [01:09<25:46,  2.18it/s]
overall:  92%|█████████▏| 3667/4000 [36:42<02:04,  2.68it/s]

train:   4%|▍         | 152/3515 [01:10<20:56,  2.68it/s]
overall:  92%|█████████▏| 3669/4000 [36:43<01:50,  3.00it/s]

train:   4%|▍         | 154/3515 [01:10<18:41,  3.00it/s]
overall:  92%|█████████▏| 3670/4000 [36:43<02:04,  2.64it/s]

train:   4%|▍         | 155/3515 [01:11<21:11,  2.64it/s]
overall:  92%|█████████▏| 3671/4000 [36:44<02:13,  2.46it/s]

train:   4%|▍         | 156/3515 [01:11<22:46,  2.46it/s]
overall:  92%|█████████▏| 3672/4000 [36:44<02:34,  2.12it/s]

train:   4%|▍         | 157/3515 [01:12<26:26,  2.12it/s]
overall:  92%|█████████▏| 3673/4000 [36:45<02:02,  2.67it/s]

train:   4%|▍         | 158/3515 [01:12<20:58,  2.67it/s]
overall:  92%|█████████▏| 3674/4000 [36:45<02:13,  2.44it/s]

train:   5%|▍         | 159/3515 [01:12<22:53,  2.44it/s]
overall:  92%|█████████▏| 3675/4000 [36:46<02:21,  2.30it/s]

train:   5%|▍         | 160/3515 [01:13<24:16,  2.30it/s]
overall:  92%|█████████▏| 3676/4000 [36:46<02:25,  2.22it/s]

train:   5%|▍         | 161/3515 [01:13<25:09,  2.22it/s]
overall:  92%|█████████▏| 3677/4000 [36:46<02:24,  2.23it/s]

train:   5%|▍         | 162/3515 [01:14<25:04,  2.23it/s]
overall:  92%|█████████▏| 3678/4000 [36:47<02:28,  2.17it/s]

train:   5%|▍         | 163/3515 [01:14<25:46,  2.17it/s]
overall:  92%|█████████▏| 3679/4000 [36:47<02:30,  2.13it/s]

train:   5%|▍         | 164/3515 [01:15<26:14,  2.13it/s]
overall:  92%|█████████▏| 3680/4000 [36:48<02:32,  2.10it/s]

train:   5%|▍         | 165/3515 [01:15<26:33,  2.10it/s]
overall:  92%|█████████▏| 3681/4000 [36:48<02:35,  2.05it/s]

train:   5%|▍         | 166/3515 [01:16<27:17,  2.05it/s]
overall:  92%|█████████▏| 3682/4000 [36:49<02:05,  2.54it/s]

train:   5%|▍         | 167/3515 [01:16<22:00,  2.54it/s]
overall:  92%|█████████▏| 3683/4000 [36:49<02:12,  2.39it/s]

train:   5%|▍         | 168/3515 [01:17<23:22,  2.39it/s]
overall:  92%|█████████▏| 3684/4000 [36:50<02:32,  2.07it/s]

train:   5%|▍         | 169/3515 [01:17<26:59,  2.07it/s]
overall:  92%|█████████▏| 3685/4000 [36:50<02:28,  2.12it/s]

train:   5%|▍         | 170/3515 [01:18<26:19,  2.12it/s]
overall:  92%|█████████▏| 3686/4000 [36:51<02:28,  2.11it/s]

train:   5%|▍         | 171/3515 [01:18<26:26,  2.11it/s]
overall:  92%|█████████▏| 3687/4000 [36:51<02:17,  2.27it/s]

train:   5%|▍         | 172/3515 [01:18<24:33,  2.27it/s]
overall:  92%|█████████▏| 3688/4000 [36:51<02:15,  2.30it/s]

train:   5%|▍         | 173/3515 [01:19<24:13,  2.30it/s]
overall:  92%|█████████▏| 3689/4000 [36:52<02:20,  2.21it/s]

train:   5%|▍         | 174/3515 [01:19<25:11,  2.21it/s]
overall:  92%|█████████▏| 3690/4000 [36:52<02:26,  2.12it/s]

train:   5%|▍         | 175/3515 [01:20<26:15,  2.12it/s]
overall:  92%|█████████▏| 3691/4000 [36:53<02:29,  2.06it/s]

train:   5%|▌         | 176/3515 [01:20<26:56,  2.07it/s]
overall:  92%|█████████▏| 3692/4000 [36:53<02:30,  2.05it/s]

train:   5%|▌         | 177/3515 [01:21<27:10,  2.05it/s]
overall:  92%|█████████▏| 3693/4000 [36:54<02:31,  2.03it/s]

train:   5%|▌         | 178/3515 [01:21<27:25,  2.03it/s]
overall:  92%|█████████▏| 3694/4000 [36:54<02:32,  2.01it/s]

train:   5%|▌         | 179/3515 [01:22<27:40,  2.01it/s]
overall:  92%|█████████▏| 3695/4000 [36:55<02:11,  2.33it/s]

train:   5%|▌         | 180/3515 [01:22<23:53,  2.33it/s]
overall:  92%|█████████▏| 3696/4000 [36:55<02:19,  2.18it/s]

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train:   6%|▋         | 221/3515 [01:41<27:48,  1.97it/s]
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train:   6%|▋         | 224/3515 [01:43<25:56,  2.11it/s]
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overall: 100%|█████████▉| 3999/4000 [39:17<00:00,  2.14it/s]

train:  14%|█▍        | 484/3515 [03:44<23:39,  2.14it/s]train loss: 4.019057750701904
train per: 0.8336947253014984
train loss: 4.006120681762695
train per: 0.8541393669374799
train loss: 3.974430561065674
train per: 0.8352722551739938
train loss: 3.9208922386169434
train per: 0.8311820330969267
train loss: 3.956911563873291
train per: 0.8416715267388493
train loss: 4.07752799987793
train per: 0.8354172868909397
train loss: 3.936418056488037
train per: 0.8242340791738382
train loss: 3.981640338897705
train per: 0.8335545459186278
train loss: 4.707673072814941
train per: 0.8752037905033625
train loss: 5.568463325500488
train per: 0.9063451907687542
train loss: 5.070967197418213
train per: 0.8590093959032821
train loss: 4.388944625854492
train per: 0.843128067826863
train loss: 4.049015045166016
train per: 0.8437807183364839
train loss: 4.399716377258301
train per: 0.8291785220183246
train loss: 4.205187797546387
train per: 0.8478389427403389
train loss: 3.934957981109619
train per: 0.83057861731028
train loss: 3.9323222637176514
train per: 0.8311166937589282
train loss: 4.04288911819458
train per: 0.8322004088035366
train loss: 4.116569995880127
train per: 0.8425519317116494
train loss: 3.863771438598633
train per: 0.8299100362191845
train loss: 4.087164878845215
train per: 0.8337148962148963
train loss: 3.9164085388183594
train per: 0.8257445400397088
train loss: 3.8988547325134277
train per: 0.8354186029884894
train loss: 3.939753293991089
train per: 0.8411058159891072
train loss: 3.9760971069335938
train per: 0.8376182691831376
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   9%|▊         | 235/2703 [00:00<00:01, 2347.94it/s]


word -> phonemes:  17%|█▋        | 470/2703 [00:00<00:01, 2108.75it/s]


word -> phonemes:  37%|███▋      | 1008/2703 [00:00<00:00, 3459.68it/s]


word -> phonemes:  55%|█████▍    | 1476/2703 [00:00<00:00, 3918.88it/s]


word -> phonemes:  70%|██████▉   | 1884/2703 [00:00<00:00, 3973.26it/s]


word -> phonemes:  85%|████████▍ | 2286/2703 [00:00<00:00, 3808.44it/s]


word -> phonemes:  99%|█████████▉| 2671/2703 [00:00<00:00, 3675.10it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 3571.96it/s]



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


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overall: 100%|█████████▉| 3999/4000 [42:02<00:00,  2.14it/s]

train:  14%|█▍        | 484/3515 [06:30<23:39,  2.14it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [42:02<00:00,  2.14it/s]

train:  14%|█▍        | 484/3515 [06:30<23:39,  2.14it/s]
overall: 100%|██████████| 4000/4000 [42:02<00:00, 50.02s/it]

train:  14%|█▍        | 485/3515 [06:30<42:06:06, 50.02s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [06:30<40:40,  1.24it/s]   

overall: 100%|██████████| 4000/4000 [42:03<00:00,  1.59it/s]
dev loss: 4.172931671142578
dev per: 0.8805359001040582
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt