/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_v', 'encoder.pos_conv_embed.conv.weight_g']
- 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:  13%|█▎        | 455/3515 [00:00<00:00, 4543.42it/s]

word -> phonemes:  26%|██▌       | 910/3515 [00:00<00:00, 4494.27it/s]

word -> phonemes:  40%|███▉      | 1396/3515 [00:00<00:00, 4658.59it/s]

word -> phonemes:  53%|█████▎    | 1869/3515 [00:00<00:00, 4682.78it/s]

word -> phonemes:  67%|██████▋   | 2338/3515 [00:00<00:00, 4524.95it/s]

word -> phonemes:  79%|███████▉  | 2792/3515 [00:00<00:00, 4450.44it/s]

word -> phonemes:  92%|█████████▏| 3238/3515 [00:00<00:00, 4142.99it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4304.25it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<3:56:08,  3.54s/it]

train:   0%|          | 1/3515 [00:01<1:33:41,  1.60s/it]
overall:   0%|          | 2/4000 [00:04<1:59:27,  1.79s/it]

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overall:   0%|          | 3/4000 [00:04<1:19:50,  1.20s/it]

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overall:   0%|          | 4/4000 [00:05<1:01:43,  1.08it/s]

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overall:   0%|          | 5/4000 [00:05<51:11,  1.30it/s]  

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overall:   0%|          | 8/4000 [00:06<35:06,  1.90it/s]

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overall:   0%|          | 9/4000 [00:07<33:41,  1.97it/s]

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overall:   0%|          | 10/4000 [00:07<34:56,  1.90it/s]

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overall:   0%|          | 15/4000 [00:10<27:30,  2.41it/s]

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overall:   0%|          | 16/4000 [00:10<29:12,  2.27it/s]

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overall:   0%|          | 17/4000 [00:11<29:45,  2.23it/s]

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overall:   0%|          | 18/4000 [00:11<30:32,  2.17it/s]

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overall:   0%|          | 20/4000 [00:12<26:38,  2.49it/s]

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overall:   1%|          | 23/4000 [00:13<27:14,  2.43it/s]

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overall:   1%|          | 24/4000 [00:13<21:26,  3.09it/s]

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overall:   1%|          | 25/4000 [00:13<17:02,  3.89it/s]

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overall:   1%|          | 26/4000 [00:14<21:29,  3.08it/s]

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overall:   1%|          | 28/4000 [00:15<27:39,  2.39it/s]

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overall:   1%|          | 29/4000 [00:15<28:28,  2.32it/s]

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overall:   1%|          | 30/4000 [00:15<29:07,  2.27it/s]

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overall:   1%|          | 31/4000 [00:16<25:33,  2.59it/s]

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overall:   1%|          | 32/4000 [00:16<27:32,  2.40it/s]

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overall:   1%|          | 33/4000 [00:17<34:19,  1.93it/s]

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overall:   1%|          | 34/4000 [00:18<35:17,  1.87it/s]

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overall:   1%|          | 35/4000 [00:18<34:14,  1.93it/s]

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overall:   1%|          | 36/4000 [00:18<28:49,  2.29it/s]

train:   1%|          | 36/3515 [00:16<25:17,  2.29it/s]
overall:   1%|          | 37/4000 [00:19<29:51,  2.21it/s]

train:   1%|          | 37/3515 [00:17<26:12,  2.21it/s]
overall:   1%|          | 38/4000 [00:19<30:40,  2.15it/s]

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overall:   1%|          | 39/4000 [00:20<30:37,  2.16it/s]

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overall:   1%|          | 40/4000 [00:20<30:02,  2.20it/s]

train:   1%|          | 40/3515 [00:18<26:21,  2.20it/s]
overall:   1%|          | 41/4000 [00:21<30:12,  2.18it/s]

train:   1%|          | 41/3515 [00:19<26:30,  2.18it/s]
overall:   1%|          | 43/4000 [00:21<23:51,  2.76it/s]

train:   1%|          | 43/3515 [00:19<20:56,  2.76it/s]
overall:   1%|          | 44/4000 [00:22<25:26,  2.59it/s]

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overall:   1%|          | 45/4000 [00:22<25:06,  2.63it/s]

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overall:   1%|          | 46/4000 [00:22<26:58,  2.44it/s]

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overall:   1%|          | 48/4000 [00:23<28:42,  2.29it/s]

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overall:   1%|          | 49/4000 [00:24<29:39,  2.22it/s]

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overall:   1%|▏         | 50/4000 [00:24<32:03,  2.05it/s]

train:   1%|▏         | 50/3515 [00:22<28:07,  2.05it/s]
overall:   1%|▏         | 51/4000 [00:25<30:55,  2.13it/s]

train:   1%|▏         | 51/3515 [00:23<27:07,  2.13it/s]
overall:   1%|▏         | 52/4000 [00:25<30:56,  2.13it/s]

train:   1%|▏         | 52/3515 [00:23<27:08,  2.13it/s]
overall:   1%|▏         | 53/4000 [00:26<31:28,  2.09it/s]

train:   2%|▏         | 53/3515 [00:24<27:36,  2.09it/s]
overall:   1%|▏         | 54/4000 [00:26<31:12,  2.11it/s]

train:   2%|▏         | 54/3515 [00:24<27:22,  2.11it/s]
overall:   1%|▏         | 55/4000 [00:27<28:59,  2.27it/s]

train:   2%|▏         | 55/3515 [00:25<25:25,  2.27it/s]
overall:   1%|▏         | 56/4000 [00:27<27:37,  2.38it/s]

train:   2%|▏         | 56/3515 [00:25<24:13,  2.38it/s]
overall:   1%|▏         | 57/4000 [00:28<28:57,  2.27it/s]

train:   2%|▏         | 57/3515 [00:26<25:24,  2.27it/s]
overall:   1%|▏         | 58/4000 [00:28<32:12,  2.04it/s]

train:   2%|▏         | 58/3515 [00:26<28:14,  2.04it/s]
overall:   1%|▏         | 59/4000 [00:29<31:48,  2.06it/s]

train:   2%|▏         | 59/3515 [00:27<27:53,  2.06it/s]
overall:   2%|▏         | 60/4000 [00:29<31:37,  2.08it/s]

train:   2%|▏         | 60/3515 [00:27<27:43,  2.08it/s]
overall:   2%|▏         | 61/4000 [00:30<31:25,  2.09it/s]

train:   2%|▏         | 61/3515 [00:28<27:33,  2.09it/s]
overall:   2%|▏         | 62/4000 [00:30<31:22,  2.09it/s]

train:   2%|▏         | 62/3515 [00:28<27:30,  2.09it/s]
overall:   2%|▏         | 63/4000 [00:30<31:15,  2.10it/s]

train:   2%|▏         | 63/3515 [00:29<27:24,  2.10it/s]
overall:   2%|▏         | 64/4000 [00:31<30:28,  2.15it/s]

train:   2%|▏         | 64/3515 [00:29<26:42,  2.15it/s]
overall:   2%|▏         | 65/4000 [00:31<31:15,  2.10it/s]

train:   2%|▏         | 65/3515 [00:29<27:24,  2.10it/s]
overall:   2%|▏         | 66/4000 [00:32<29:58,  2.19it/s]

train:   2%|▏         | 66/3515 [00:30<26:17,  2.19it/s]
overall:   2%|▏         | 67/4000 [00:32<29:31,  2.22it/s]

train:   2%|▏         | 67/3515 [00:30<25:53,  2.22it/s]
overall:   2%|▏         | 68/4000 [00:33<29:37,  2.21it/s]

train:   2%|▏         | 68/3515 [00:31<25:58,  2.21it/s]
overall:   2%|▏         | 69/4000 [00:33<30:00,  2.18it/s]

train:   2%|▏         | 69/3515 [00:31<26:18,  2.18it/s]
overall:   2%|▏         | 70/4000 [00:34<29:05,  2.25it/s]

train:   2%|▏         | 70/3515 [00:32<25:29,  2.25it/s]
overall:   2%|▏         | 71/4000 [00:34<23:27,  2.79it/s]

train:   2%|▏         | 71/3515 [00:32<20:34,  2.79it/s]
overall:   2%|▏         | 72/4000 [00:34<25:37,  2.55it/s]

train:   2%|▏         | 72/3515 [00:32<22:27,  2.55it/s]
overall:   2%|▏         | 73/4000 [00:35<27:11,  2.41it/s]

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overall:   2%|▏         | 74/4000 [00:35<30:46,  2.13it/s]

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overall:   2%|▏         | 75/4000 [00:36<30:33,  2.14it/s]

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overall:   2%|▏         | 76/4000 [00:36<31:14,  2.09it/s]

train:   2%|▏         | 76/3515 [00:34<27:22,  2.09it/s]
overall:   2%|▏         | 77/4000 [00:37<31:44,  2.06it/s]

train:   2%|▏         | 77/3515 [00:35<27:49,  2.06it/s]
overall:   2%|▏         | 78/4000 [00:37<25:37,  2.55it/s]

train:   2%|▏         | 78/3515 [00:35<22:26,  2.55it/s]
overall:   2%|▏         | 79/4000 [00:37<26:18,  2.48it/s]

train:   2%|▏         | 79/3515 [00:35<23:03,  2.48it/s]
overall:   2%|▏         | 80/4000 [00:38<27:33,  2.37it/s]

train:   2%|▏         | 80/3515 [00:36<24:09,  2.37it/s]
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overall:   2%|▏         | 83/4000 [00:39<28:11,  2.32it/s]

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overall:   2%|▏         | 84/4000 [00:40<28:51,  2.26it/s]

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overall:   2%|▏         | 85/4000 [00:40<29:49,  2.19it/s]

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overall:   2%|▏         | 89/4000 [00:42<30:11,  2.16it/s]

train:   3%|▎         | 89/3515 [00:40<26:26,  2.16it/s]
overall:   2%|▏         | 90/4000 [00:42<30:39,  2.13it/s]

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train:   4%|▍         | 143/3515 [01:05<24:49,  2.26it/s]
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train:   4%|▍         | 144/3515 [01:05<21:48,  2.58it/s]
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train:   4%|▍         | 145/3515 [01:06<23:42,  2.37it/s]
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train:   4%|▍         | 146/3515 [01:06<26:10,  2.15it/s]
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train:   4%|▍         | 147/3515 [01:07<26:45,  2.10it/s]
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train:   4%|▍         | 148/3515 [01:07<26:57,  2.08it/s]
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train:   4%|▍         | 149/3515 [01:08<26:58,  2.08it/s]
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train:   4%|▍         | 150/3515 [01:08<26:30,  2.12it/s]
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train:   4%|▍         | 151/3515 [01:09<26:26,  2.12it/s]
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train:   4%|▍         | 152/3515 [01:09<26:40,  2.10it/s]
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train:   4%|▍         | 153/3515 [01:10<26:51,  2.09it/s]
overall:   4%|▍         | 154/4000 [01:12<31:59,  2.00it/s]

train:   4%|▍         | 154/3515 [01:10<27:57,  2.00it/s]
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train:   4%|▍         | 155/3515 [01:11<28:05,  1.99it/s]
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train:   4%|▍         | 156/3515 [01:11<27:42,  2.02it/s]
overall:   4%|▍         | 157/4000 [01:14<31:17,  2.05it/s]

train:   4%|▍         | 157/3515 [01:12<27:20,  2.05it/s]
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train:   4%|▍         | 158/3515 [01:12<27:34,  2.03it/s]
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train:   5%|▍         | 159/3515 [01:13<27:48,  2.01it/s]
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train:   5%|▍         | 160/3515 [01:13<23:15,  2.40it/s]
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train:   5%|▍         | 161/3515 [01:13<24:03,  2.32it/s]
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train:   5%|▍         | 162/3515 [01:14<25:06,  2.23it/s]
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train:   5%|▍         | 163/3515 [01:14<25:36,  2.18it/s]
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train:   5%|▍         | 164/3515 [01:15<26:15,  2.13it/s]
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train:   5%|▍         | 165/3515 [01:15<26:26,  2.11it/s]
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train:   5%|▍         | 166/3515 [01:16<26:19,  2.12it/s]
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train:   5%|▍         | 167/3515 [01:16<22:37,  2.47it/s]
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train:   5%|▍         | 168/3515 [01:17<24:32,  2.27it/s]
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train:   5%|▍         | 169/3515 [01:17<24:59,  2.23it/s]
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train:   5%|▍         | 170/3515 [01:18<27:21,  2.04it/s]
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train:   5%|▍         | 171/3515 [01:18<27:14,  2.05it/s]
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train:   5%|▍         | 172/3515 [01:19<27:59,  1.99it/s]
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train:   5%|▍         | 173/3515 [01:19<23:57,  2.33it/s]
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train:   5%|▍         | 174/3515 [01:19<25:02,  2.22it/s]
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train:   5%|▍         | 175/3515 [01:20<25:59,  2.14it/s]
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train:   5%|▌         | 176/3515 [01:20<26:27,  2.10it/s]
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train:   5%|▌         | 177/3515 [01:21<27:11,  2.05it/s]
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train:   5%|▌         | 178/3515 [01:22<29:20,  1.90it/s]
overall:   4%|▍         | 179/4000 [01:24<32:46,  1.94it/s]

train:   5%|▌         | 179/3515 [01:22<28:36,  1.94it/s]
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train:   5%|▌         | 180/3515 [01:23<28:41,  1.94it/s]
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train:   5%|▌         | 181/3515 [01:23<28:34,  1.95it/s]
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train:   5%|▌         | 182/3515 [01:24<28:34,  1.94it/s]
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train:   5%|▌         | 183/3515 [01:24<28:21,  1.96it/s]
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train:   5%|▌         | 184/3515 [01:24<26:40,  2.08it/s]
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train:   5%|▌         | 185/3515 [01:25<26:08,  2.12it/s]
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train:   5%|▌         | 186/3515 [01:25<26:17,  2.11it/s]
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train:   5%|▌         | 187/3515 [01:26<24:43,  2.24it/s]
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train:   5%|▌         | 188/3515 [01:26<23:33,  2.35it/s]
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train:   5%|▌         | 189/3515 [01:27<24:19,  2.28it/s]
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train:   5%|▌         | 190/3515 [01:27<23:37,  2.35it/s]
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train:   5%|▌         | 191/3515 [01:27<23:59,  2.31it/s]
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train:   5%|▌         | 192/3515 [01:28<19:55,  2.78it/s]
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train:   5%|▌         | 193/3515 [01:28<22:00,  2.52it/s]
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train:   6%|▌         | 195/3515 [01:29<26:43,  2.07it/s]
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train:   6%|▌         | 206/3515 [01:34<21:49,  2.53it/s]
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train:   6%|▌         | 207/3515 [01:35<23:03,  2.39it/s]
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train:   6%|▌         | 219/3515 [01:40<25:46,  2.13it/s]
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train:   6%|▋         | 220/3515 [01:41<25:35,  2.15it/s]
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train:   6%|▋         | 221/3515 [01:41<25:05,  2.19it/s]
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train:   6%|▋         | 222/3515 [01:42<25:53,  2.12it/s]
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train:   6%|▋         | 223/3515 [01:42<29:53,  1.84it/s]
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train:   6%|▋         | 224/3515 [01:43<28:16,  1.94it/s]
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train:   6%|▋         | 226/3515 [01:44<26:47,  2.05it/s]
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train:   6%|▋         | 227/3515 [01:44<26:27,  2.07it/s]
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train:   6%|▋         | 228/3515 [01:44<20:30,  2.67it/s]
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train:   7%|▋         | 229/3515 [01:45<22:22,  2.45it/s]
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train:   7%|▋         | 230/3515 [01:45<24:10,  2.26it/s]
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train:   7%|▋         | 232/3515 [01:46<21:05,  2.59it/s]
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train:   7%|▋         | 233/3515 [01:47<22:51,  2.39it/s]
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train:   7%|▋         | 234/3515 [01:47<24:21,  2.24it/s]
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train:   7%|▋         | 235/3515 [01:48<25:09,  2.17it/s]
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overall:   6%|▌         | 245/4000 [01:54<30:17,  2.07it/s]

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overall:   7%|▋         | 265/4000 [02:04<29:34,  2.10it/s]

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overall:   7%|▋         | 266/4000 [02:04<31:48,  1.96it/s]

train:   8%|▊         | 266/3515 [02:03<27:40,  1.96it/s]
overall:   7%|▋         | 267/4000 [02:05<30:52,  2.02it/s]

train:   8%|▊         | 267/3515 [02:03<26:51,  2.02it/s]
overall:   7%|▋         | 268/4000 [02:05<29:47,  2.09it/s]

train:   8%|▊         | 268/3515 [02:03<25:55,  2.09it/s]
overall:   7%|▋         | 269/4000 [02:06<28:10,  2.21it/s]

train:   8%|▊         | 269/3515 [02:04<24:30,  2.21it/s]
overall:   7%|▋         | 270/4000 [02:06<27:36,  2.25it/s]

train:   8%|▊         | 270/3515 [02:04<24:01,  2.25it/s]
overall:   7%|▋         | 271/4000 [02:07<32:25,  1.92it/s]

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overall:   7%|▋         | 273/4000 [02:08<31:26,  1.98it/s]

train:   8%|▊         | 273/3515 [02:06<27:21,  1.98it/s]
overall:   7%|▋         | 274/4000 [02:08<31:10,  1.99it/s]

train:   8%|▊         | 274/3515 [02:06<27:06,  1.99it/s]
overall:   7%|▋         | 275/4000 [02:09<31:24,  1.98it/s]

train:   8%|▊         | 275/3515 [02:07<27:18,  1.98it/s]
overall:   7%|▋         | 276/4000 [02:09<31:19,  1.98it/s]

train:   8%|▊         | 276/3515 [02:07<27:15,  1.98it/s]
overall:   7%|▋         | 277/4000 [02:10<30:09,  2.06it/s]

train:   8%|▊         | 277/3515 [02:08<26:13,  2.06it/s]
overall:   7%|▋         | 278/4000 [02:10<28:58,  2.14it/s]

train:   8%|▊         | 278/3515 [02:08<25:11,  2.14it/s]
overall:   7%|▋         | 279/4000 [02:11<29:14,  2.12it/s]

train:   8%|▊         | 279/3515 [02:09<25:25,  2.12it/s]
overall:   7%|▋         | 280/4000 [02:11<29:44,  2.08it/s]

train:   8%|▊         | 280/3515 [02:09<25:52,  2.08it/s]
overall:   7%|▋         | 281/4000 [02:12<29:58,  2.07it/s]

train:   8%|▊         | 281/3515 [02:10<26:03,  2.07it/s]
overall:   7%|▋         | 282/4000 [02:12<29:02,  2.13it/s]

train:   8%|▊         | 282/3515 [02:10<25:15,  2.13it/s]
overall:   7%|▋         | 283/4000 [02:12<26:12,  2.36it/s]

train:   8%|▊         | 283/3515 [02:11<22:47,  2.36it/s]
overall:   7%|▋         | 284/4000 [02:13<27:35,  2.24it/s]

train:   8%|▊         | 284/3515 [02:11<23:59,  2.24it/s]
overall:   7%|▋         | 285/4000 [02:13<28:31,  2.17it/s]

train:   8%|▊         | 285/3515 [02:12<24:48,  2.17it/s]
overall:   7%|▋         | 286/4000 [02:14<29:05,  2.13it/s]

train:   8%|▊         | 286/3515 [02:12<25:17,  2.13it/s]
overall:   7%|▋         | 287/4000 [02:14<27:55,  2.22it/s]

train:   8%|▊         | 287/3515 [02:12<24:16,  2.22it/s]
overall:   7%|▋         | 288/4000 [02:15<27:20,  2.26it/s]

train:   8%|▊         | 288/3515 [02:13<23:46,  2.26it/s]
overall:   7%|▋         | 289/4000 [02:15<28:14,  2.19it/s]

train:   8%|▊         | 289/3515 [02:13<24:33,  2.19it/s]
overall:   7%|▋         | 290/4000 [02:16<31:47,  1.94it/s]

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overall:   7%|▋         | 291/4000 [02:16<31:29,  1.96it/s]

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overall:   7%|▋         | 292/4000 [02:17<31:06,  1.99it/s]

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overall:   7%|▋         | 293/4000 [02:17<30:13,  2.04it/s]

train:   8%|▊         | 293/3515 [02:15<26:15,  2.04it/s]
overall:   7%|▋         | 294/4000 [02:18<30:19,  2.04it/s]

train:   8%|▊         | 294/3515 [02:16<26:21,  2.04it/s]
overall:   7%|▋         | 295/4000 [02:19<34:31,  1.79it/s]

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overall:   7%|▋         | 299/4000 [02:21<29:48,  2.07it/s]

train:   9%|▊         | 299/3515 [02:19<25:54,  2.07it/s]
overall:   8%|▊         | 300/4000 [02:21<30:22,  2.03it/s]

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overall:   8%|▊         | 302/4000 [02:22<30:08,  2.04it/s]

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overall:   8%|▊         | 304/4000 [02:23<30:14,  2.04it/s]

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overall:   8%|▊         | 305/4000 [02:23<29:51,  2.06it/s]

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overall:  12%|█▏        | 483/4000 [03:47<26:48,  2.19it/s]

train:  14%|█▎        | 483/3515 [03:45<23:06,  2.19it/s]
overall:  12%|█▏        | 484/4000 [03:47<21:48,  2.69it/s]

train:  14%|█▍        | 484/3515 [03:45<18:48,  2.69it/s]
overall:  12%|█▏        | 485/4000 [03:47<24:22,  2.40it/s]

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overall:  12%|█▏        | 486/4000 [03:48<25:40,  2.28it/s]

train:  14%|█▍        | 486/3515 [03:46<22:08,  2.28it/s]
overall:  12%|█▏        | 487/4000 [03:48<29:51,  1.96it/s]

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overall:  12%|█▏        | 488/4000 [03:49<29:44,  1.97it/s]

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overall:  12%|█▏        | 489/4000 [03:49<29:33,  1.98it/s]

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overall:  12%|█▏        | 490/4000 [03:50<28:00,  2.09it/s]

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overall:  12%|█▏        | 491/4000 [03:50<24:21,  2.40it/s]

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overall:  12%|█▏        | 492/4000 [03:50<19:49,  2.95it/s]

train:  14%|█▍        | 492/3515 [03:48<17:04,  2.95it/s]
overall:  12%|█▏        | 493/4000 [03:51<22:18,  2.62it/s]

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overall:  12%|█▏        | 494/4000 [03:51<24:02,  2.43it/s]

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overall:  12%|█▏        | 495/4000 [03:52<25:15,  2.31it/s]

train:  14%|█▍        | 495/3515 [03:50<21:45,  2.31it/s]
overall:  12%|█▏        | 496/4000 [03:52<26:22,  2.21it/s]

train:  14%|█▍        | 496/3515 [03:50<22:43,  2.21it/s]
overall:  12%|█▏        | 497/4000 [03:53<24:54,  2.34it/s]

train:  14%|█▍        | 497/3515 [03:51<21:27,  2.34it/s]
overall:  12%|█▏        | 498/4000 [03:53<25:48,  2.26it/s]

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overall:  12%|█▏        | 499/4000 [03:53<22:02,  2.65it/s]

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overall:  12%|█▎        | 500/4000 [03:54<23:53,  2.44it/s]

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overall:  13%|█▎        | 501/4000 [03:54<25:05,  2.32it/s]

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overall:  13%|█▎        | 502/4000 [03:55<26:32,  2.20it/s]

train:  14%|█▍        | 502/3515 [03:53<22:51,  2.20it/s]
overall:  13%|█▎        | 503/4000 [03:55<26:18,  2.22it/s]

train:  14%|█▍        | 503/3515 [03:53<22:39,  2.22it/s]
overall:  13%|█▎        | 504/4000 [03:56<26:45,  2.18it/s]

train:  14%|█▍        | 504/3515 [03:54<23:03,  2.18it/s]
overall:  13%|█▎        | 505/4000 [03:56<27:14,  2.14it/s]

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overall:  13%|█▎        | 506/4000 [03:57<25:13,  2.31it/s]

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overall:  13%|█▎        | 507/4000 [03:57<25:21,  2.30it/s]

train:  14%|█▍        | 507/3515 [03:55<21:50,  2.30it/s]
overall:  13%|█▎        | 508/4000 [03:58<26:51,  2.17it/s]

train:  14%|█▍        | 508/3515 [03:56<23:07,  2.17it/s]
overall:  13%|█▎        | 509/4000 [03:58<27:58,  2.08it/s]

train:  14%|█▍        | 509/3515 [03:56<24:05,  2.08it/s]
overall:  13%|█▎        | 510/4000 [03:59<28:05,  2.07it/s]

train:  15%|█▍        | 510/3515 [03:57<24:11,  2.07it/s]
overall:  13%|█▎        | 511/4000 [03:59<31:59,  1.82it/s]

train:  15%|█▍        | 511/3515 [03:57<27:32,  1.82it/s]
overall:  13%|█▎        | 512/4000 [04:00<31:32,  1.84it/s]

train:  15%|█▍        | 512/3515 [03:58<27:09,  1.84it/s]
overall:  13%|█▎        | 513/4000 [04:00<29:48,  1.95it/s]

train:  15%|█▍        | 513/3515 [03:58<25:39,  1.95it/s]
overall:  13%|█▎        | 514/4000 [04:01<26:20,  2.21it/s]

train:  15%|█▍        | 514/3515 [03:59<22:40,  2.21it/s]
overall:  13%|█▎        | 515/4000 [04:01<21:25,  2.71it/s]

train:  15%|█▍        | 515/3515 [03:59<18:26,  2.71it/s]
overall:  13%|█▎        | 516/4000 [04:01<23:50,  2.44it/s]

train:  15%|█▍        | 516/3515 [03:59<20:31,  2.44it/s]
overall:  13%|█▎        | 517/4000 [04:02<25:56,  2.24it/s]

train:  15%|█▍        | 517/3515 [04:00<22:19,  2.24it/s]
overall:  13%|█▎        | 518/4000 [04:02<26:35,  2.18it/s]

train:  15%|█▍        | 518/3515 [04:00<22:53,  2.18it/s]
overall:  13%|█▎        | 519/4000 [04:03<27:33,  2.11it/s]

train:  15%|█▍        | 519/3515 [04:01<23:42,  2.11it/s]
overall:  13%|█▎        | 520/4000 [04:03<26:04,  2.22it/s]

train:  15%|█▍        | 520/3515 [04:01<22:26,  2.22it/s]
overall:  13%|█▎        | 521/4000 [04:03<21:11,  2.74it/s]

train:  15%|█▍        | 521/3515 [04:01<18:14,  2.74it/s]
overall:  13%|█▎        | 522/4000 [04:04<23:34,  2.46it/s]

train:  15%|█▍        | 522/3515 [04:02<20:17,  2.46it/s]
overall:  13%|█▎        | 523/4000 [04:04<25:18,  2.29it/s]

train:  15%|█▍        | 523/3515 [04:02<21:46,  2.29it/s]
overall:  13%|█▎        | 524/4000 [04:05<25:23,  2.28it/s]

train:  15%|█▍        | 524/3515 [04:03<21:51,  2.28it/s]
overall:  13%|█▎        | 525/4000 [04:05<25:50,  2.24it/s]

train:  15%|█▍        | 525/3515 [04:03<22:13,  2.24it/s]
overall:  13%|█▎        | 526/4000 [04:06<26:46,  2.16it/s]

train:  15%|█▍        | 526/3515 [04:04<23:02,  2.16it/s]
overall:  13%|█▎        | 527/4000 [04:06<27:32,  2.10it/s]

train:  15%|█▍        | 527/3515 [04:04<23:41,  2.10it/s]
overall:  13%|█▎        | 528/4000 [04:07<27:37,  2.09it/s]

train:  15%|█▌        | 528/3515 [04:05<23:45,  2.09it/s]
overall:  13%|█▎        | 529/4000 [04:07<28:06,  2.06it/s]

train:  15%|█▌        | 529/3515 [04:05<24:10,  2.06it/s]
overall:  13%|█▎        | 530/4000 [04:08<25:54,  2.23it/s]

train:  15%|█▌        | 530/3515 [04:06<22:16,  2.23it/s]
overall:  13%|█▎        | 531/4000 [04:08<26:50,  2.15it/s]

train:  15%|█▌        | 531/3515 [04:06<23:05,  2.15it/s]
overall:  13%|█▎        | 532/4000 [04:09<27:57,  2.07it/s]

train:  15%|█▌        | 532/3515 [04:07<24:03,  2.07it/s]
overall:  13%|█▎        | 533/4000 [04:09<27:33,  2.10it/s]

train:  15%|█▌        | 533/3515 [04:07<23:42,  2.10it/s]
overall:  13%|█▎        | 534/4000 [04:10<27:52,  2.07it/s]

train:  15%|█▌        | 534/3515 [04:08<23:58,  2.07it/s]
overall:  13%|█▎        | 535/4000 [04:10<31:40,  1.82it/s]

train:  15%|█▌        | 535/3515 [04:08<27:14,  1.82it/s]
overall:  13%|█▎        | 536/4000 [04:11<31:08,  1.85it/s]

train:  15%|█▌        | 536/3515 [04:09<26:47,  1.85it/s]
overall:  13%|█▎        | 537/4000 [04:11<30:07,  1.92it/s]

train:  15%|█▌        | 537/3515 [04:09<25:54,  1.92it/s]
overall:  13%|█▎        | 538/4000 [04:11<24:00,  2.40it/s]

train:  15%|█▌        | 538/3515 [04:09<20:38,  2.40it/s]
overall:  13%|█▎        | 539/4000 [04:12<18:34,  3.10it/s]

train:  15%|█▌        | 539/3515 [04:10<15:58,  3.10it/s]
overall:  14%|█▎        | 540/4000 [04:12<17:09,  3.36it/s]

train:  15%|█▌        | 540/3515 [04:10<14:44,  3.36it/s]
overall:  14%|█▎        | 541/4000 [04:12<13:46,  4.19it/s]

train:  15%|█▌        | 541/3515 [04:10<11:50,  4.19it/s]
overall:  14%|█▎        | 542/4000 [04:12<17:16,  3.33it/s]

train:  15%|█▌        | 542/3515 [04:10<14:51,  3.33it/s]
overall:  14%|█▎        | 543/4000 [04:13<18:35,  3.10it/s]

train:  15%|█▌        | 543/3515 [04:11<15:59,  3.10it/s]
overall:  14%|█▎        | 544/4000 [04:13<21:16,  2.71it/s]

train:  15%|█▌        | 544/3515 [04:11<18:17,  2.71it/s]
overall:  14%|█▎        | 545/4000 [04:14<23:47,  2.42it/s]

train:  16%|█▌        | 545/3515 [04:12<20:27,  2.42it/s]
overall:  14%|█▎        | 546/4000 [04:14<25:18,  2.27it/s]

train:  16%|█▌        | 546/3515 [04:12<21:45,  2.27it/s]
overall:  14%|█▎        | 547/4000 [04:15<26:12,  2.20it/s]

train:  16%|█▌        | 547/3515 [04:13<22:31,  2.20it/s]
overall:  14%|█▎        | 548/4000 [04:15<22:46,  2.53it/s]

train:  16%|█▌        | 548/3515 [04:13<19:34,  2.53it/s]
overall:  14%|█▎        | 549/4000 [04:15<24:50,  2.31it/s]

train:  16%|█▌        | 549/3515 [04:14<21:21,  2.31it/s]
overall:  14%|█▍        | 550/4000 [04:16<27:33,  2.09it/s]

train:  16%|█▌        | 550/3515 [04:14<23:40,  2.09it/s]
overall:  14%|█▍        | 551/4000 [04:17<27:50,  2.06it/s]

train:  16%|█▌        | 551/3515 [04:15<23:55,  2.06it/s]
overall:  14%|█▍        | 552/4000 [04:17<27:59,  2.05it/s]

train:  16%|█▌        | 552/3515 [04:15<24:03,  2.05it/s]
overall:  14%|█▍        | 553/4000 [04:17<26:25,  2.17it/s]

train:  16%|█▌        | 553/3515 [04:15<22:42,  2.17it/s]
overall:  14%|█▍        | 554/4000 [04:18<27:28,  2.09it/s]

train:  16%|█▌        | 554/3515 [04:16<23:36,  2.09it/s]
overall:  14%|█▍        | 555/4000 [04:18<27:50,  2.06it/s]

train:  16%|█▌        | 555/3515 [04:17<23:55,  2.06it/s]
overall:  14%|█▍        | 556/4000 [04:19<28:35,  2.01it/s]

train:  16%|█▌        | 556/3515 [04:17<24:34,  2.01it/s]
overall:  14%|█▍        | 557/4000 [04:20<29:34,  1.94it/s]

train:  16%|█▌        | 557/3515 [04:18<25:24,  1.94it/s]
overall:  14%|█▍        | 558/4000 [04:20<29:10,  1.97it/s]

train:  16%|█▌        | 558/3515 [04:18<25:04,  1.97it/s]
overall:  14%|█▍        | 559/4000 [04:21<30:12,  1.90it/s]

train:  16%|█▌        | 559/3515 [04:19<25:56,  1.90it/s]
overall:  14%|█▍        | 560/4000 [04:21<29:57,  1.91it/s]

train:  16%|█▌        | 560/3515 [04:19<25:43,  1.91it/s]
overall:  14%|█▍        | 561/4000 [04:22<29:59,  1.91it/s]

train:  16%|█▌        | 561/3515 [04:20<25:46,  1.91it/s]
overall:  14%|█▍        | 562/4000 [04:22<29:42,  1.93it/s]

train:  16%|█▌        | 562/3515 [04:20<25:31,  1.93it/s]
overall:  14%|█▍        | 563/4000 [04:23<29:48,  1.92it/s]

train:  16%|█▌        | 563/3515 [04:21<25:36,  1.92it/s]
overall:  14%|█▍        | 564/4000 [04:23<29:29,  1.94it/s]

train:  16%|█▌        | 564/3515 [04:21<25:20,  1.94it/s]
overall:  14%|█▍        | 565/4000 [04:24<29:00,  1.97it/s]

train:  16%|█▌        | 565/3515 [04:22<24:55,  1.97it/s]
overall:  14%|█▍        | 566/4000 [04:24<28:40,  2.00it/s]

train:  16%|█▌        | 566/3515 [04:22<24:37,  2.00it/s]
overall:  14%|█▍        | 567/4000 [04:25<28:16,  2.02it/s]

train:  16%|█▌        | 567/3515 [04:23<24:16,  2.02it/s]
overall:  14%|█▍        | 569/4000 [04:25<23:14,  2.46it/s]

train:  16%|█▌        | 569/3515 [04:23<19:57,  2.46it/s]
overall:  14%|█▍        | 570/4000 [04:26<23:54,  2.39it/s]

train:  16%|█▌        | 570/3515 [04:24<20:31,  2.39it/s]
overall:  14%|█▍        | 571/4000 [04:26<25:26,  2.25it/s]

train:  16%|█▌        | 571/3515 [04:24<21:50,  2.25it/s]
overall:  14%|█▍        | 572/4000 [04:27<26:29,  2.16it/s]

train:  16%|█▋        | 572/3515 [04:25<22:44,  2.16it/s]
overall:  14%|█▍        | 573/4000 [04:27<26:23,  2.16it/s]

train:  16%|█▋        | 573/3515 [04:25<22:39,  2.16it/s]
overall:  14%|█▍        | 574/4000 [04:27<21:32,  2.65it/s]

train:  16%|█▋        | 574/3515 [04:25<18:29,  2.65it/s]
overall:  14%|█▍        | 575/4000 [04:28<23:15,  2.45it/s]

train:  16%|█▋        | 575/3515 [04:26<19:57,  2.45it/s]
overall:  14%|█▍        | 576/4000 [04:28<18:29,  3.09it/s]

train:  16%|█▋        | 576/3515 [04:26<15:52,  3.09it/s]
overall:  14%|█▍        | 577/4000 [04:28<21:28,  2.66it/s]

train:  16%|█▋        | 577/3515 [04:27<18:26,  2.66it/s]
overall:  14%|█▍        | 578/4000 [04:29<24:47,  2.30it/s]

train:  16%|█▋        | 578/3515 [04:27<21:16,  2.30it/s]
overall:  14%|█▍        | 579/4000 [04:30<26:10,  2.18it/s]

train:  16%|█▋        | 579/3515 [04:28<22:27,  2.18it/s]
overall:  14%|█▍        | 580/4000 [04:30<26:57,  2.11it/s]

train:  17%|█▋        | 580/3515 [04:28<23:07,  2.11it/s]
overall:  15%|█▍        | 581/4000 [04:31<27:27,  2.08it/s]

train:  17%|█▋        | 581/3515 [04:29<23:33,  2.08it/s]
overall:  15%|█▍        | 582/4000 [04:31<27:59,  2.04it/s]

train:  17%|█▋        | 582/3515 [04:29<24:00,  2.04it/s]
overall:  15%|█▍        | 583/4000 [04:32<31:30,  1.81it/s]

train:  17%|█▋        | 583/3515 [04:30<27:02,  1.81it/s]
overall:  15%|█▍        | 584/4000 [04:32<30:17,  1.88it/s]

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overall:  15%|█▍        | 585/4000 [04:33<29:18,  1.94it/s]

train:  17%|█▋        | 585/3515 [04:31<25:08,  1.94it/s]
overall:  15%|█▍        | 586/4000 [04:33<28:17,  2.01it/s]

train:  17%|█▋        | 586/3515 [04:31<24:15,  2.01it/s]
overall:  15%|█▍        | 587/4000 [04:33<22:45,  2.50it/s]

train:  17%|█▋        | 587/3515 [04:31<19:31,  2.50it/s]
overall:  15%|█▍        | 588/4000 [04:34<22:33,  2.52it/s]

train:  17%|█▋        | 588/3515 [04:32<19:21,  2.52it/s]
overall:  15%|█▍        | 589/4000 [04:34<24:16,  2.34it/s]

train:  17%|█▋        | 589/3515 [04:32<20:49,  2.34it/s]
overall:  15%|█▍        | 590/4000 [04:35<25:32,  2.23it/s]

train:  17%|█▋        | 590/3515 [04:33<21:54,  2.23it/s]
overall:  15%|█▍        | 591/4000 [04:35<23:17,  2.44it/s]

train:  17%|█▋        | 591/3515 [04:33<19:58,  2.44it/s]
overall:  15%|█▍        | 592/4000 [04:36<24:41,  2.30it/s]

train:  17%|█▋        | 592/3515 [04:34<21:10,  2.30it/s]
overall:  15%|█▍        | 593/4000 [04:36<25:42,  2.21it/s]

train:  17%|█▋        | 593/3515 [04:34<22:02,  2.21it/s]
overall:  15%|█▍        | 594/4000 [04:37<26:11,  2.17it/s]

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overall:  15%|█▍        | 595/4000 [04:37<26:09,  2.17it/s]

train:  17%|█▋        | 595/3515 [04:35<22:25,  2.17it/s]
overall:  15%|█▍        | 596/4000 [04:37<26:58,  2.10it/s]

train:  17%|█▋        | 596/3515 [04:36<23:07,  2.10it/s]
overall:  15%|█▍        | 597/4000 [04:38<27:22,  2.07it/s]

train:  17%|█▋        | 597/3515 [04:36<23:28,  2.07it/s]
overall:  15%|█▍        | 598/4000 [04:39<28:53,  1.96it/s]

train:  17%|█▋        | 598/3515 [04:37<24:46,  1.96it/s]
overall:  15%|█▍        | 599/4000 [04:39<23:43,  2.39it/s]

train:  17%|█▋        | 599/3515 [04:37<20:20,  2.39it/s]
overall:  15%|█▌        | 600/4000 [04:39<25:19,  2.24it/s]

train:  17%|█▋        | 600/3515 [04:37<21:42,  2.24it/s]
overall:  15%|█▌        | 601/4000 [04:40<26:09,  2.17it/s]

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overall:  15%|█▌        | 602/4000 [04:40<27:41,  2.05it/s]

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overall:  16%|█▌        | 638/4000 [04:57<19:35,  2.86it/s]

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overall:  16%|█▌        | 641/4000 [04:59<24:53,  2.25it/s]

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overall:  16%|█▌        | 642/4000 [04:59<26:08,  2.14it/s]

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overall:  16%|█▌        | 643/4000 [05:00<26:45,  2.09it/s]

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overall:  16%|█▌        | 644/4000 [05:00<27:14,  2.05it/s]

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overall:  17%|█▋        | 664/4000 [05:09<24:38,  2.26it/s]

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overall:  17%|█▋        | 665/4000 [05:09<25:58,  2.14it/s]

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overall:  17%|█▋        | 668/4000 [05:11<24:56,  2.23it/s]

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overall:  17%|█▋        | 669/4000 [05:11<25:05,  2.21it/s]

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train:  28%|██▊       | 994/3515 [07:46<21:26,  1.96it/s]
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train:  28%|██▊       | 996/3515 [07:47<22:43,  1.85it/s]
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train:  28%|██▊       | 997/3515 [07:48<22:32,  1.86it/s]
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train:  28%|██▊       | 998/3515 [07:48<22:19,  1.88it/s]
overall:  25%|██▍       | 999/4000 [07:51<26:21,  1.90it/s]

train:  28%|██▊       | 999/3515 [07:49<22:05,  1.90it/s]train loss: 5.268279552459717
train per: 1.0196836643049596
train loss: 3.8261618614196777
train per: 0.842042503577296
train loss: 3.17077898979187
train per: 0.767126515012696
train loss: 2.761770248413086
train per: 0.7180869335447219
train loss: 2.519597291946411
train per: 0.679361470323528
train loss: 2.4346823692321777
train per: 0.6655129789864029
train loss: 2.3239355087280273
train per: 0.6510485887414682
train loss: 2.2724273204803467
train per: 0.64273315051951
train loss: 2.251138925552368
train per: 0.6364150010593969
train loss: 2.2382168769836426
train per: 0.6342129208371247
train loss: 2.2347960472106934
train per: 0.6285707303961098
train loss: 2.1697659492492676
train per: 0.6216047221249562
train loss: 2.159377336502075
train per: 0.6187750561953977
train loss: 2.138744831085205
train per: 0.6191096260626013
train loss: 2.1241073608398438
train per: 0.6157355165542244
train loss: 2.1083805561065674
train per: 0.6135632928744111
train loss: 2.091035842895508
train per: 0.6057752950716281
train loss: 2.102433681488037
train per: 0.6107590706130852
train loss: 2.1327078342437744
train per: 0.6079465444404561
train loss: 2.106113910675049
train per: 0.6061653066725478
train loss: 2.0724520683288574
train per: 0.5982192032311364
train loss: 2.0736775398254395
train per: 0.599846425912137
train loss: 2.07664155960083
train per: 0.5997820955147993
train loss: 2.065809965133667
train per: 0.5949968091895341
train loss: 2.0318589210510254
train per: 0.5974566797093348
train loss: 2.0739431381225586
train per: 0.6020304296582021
train loss: 2.08024525642395
train per: 0.6043159631142
train loss: 2.1043930053710938
train per: 0.6043548760713459
train loss: 2.101543664932251
train per: 0.6004886202906005
train loss: 2.06062650680542
train per: 0.6011889174042843
train loss: 2.0357437133789062
train per: 0.5922715967076079
train loss: 2.0260088443756104
train per: 0.5856421622952839
train loss: 2.054736614227295
train per: 0.5957296984633956
train loss: 2.056194543838501
train per: 0.5945277090342852
train loss: 2.060248851776123
train per: 0.5952072063251169
train loss: 1.990861177444458
train per: 0.5850953789901614
train loss: 2.0250823497772217
train per: 0.5894131404978401
train loss: 2.022418737411499
train per: 0.5905949446619303
train loss: 2.0025744438171387
train per: 0.585394524171034
train loss: 1.9892019033432007
train per: 0.5828073893214171
train loss: 1.9901180267333984
train per: 0.5825479677154318
train loss: 2.021667003631592
train per: 0.595316735381882
train loss: 2.000521183013916
train per: 0.5852253953268822
train loss: 1.964683175086975
train per: 0.5787322135164172
train loss: 1.9768661260604858
train per: 0.582188438920418
train loss: 2.013566493988037
train per: 0.5821982737115202
train loss: 2.001006841659546
train per: 0.5840934217799889
train loss: 1.976372480392456
train per: 0.5806491362101683
train loss: 1.965682029724121
train per: 0.5796619703904472
train loss: 1.9782365560531616
train per: 0.5760786258509535
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   7%|▋         | 190/2703 [00:00<00:01, 1846.42it/s]


word -> phonemes:  14%|█▍        | 375/2703 [00:00<00:01, 1315.90it/s]


word -> phonemes:  22%|██▏       | 596/2703 [00:00<00:01, 1632.70it/s]


word -> phonemes:  33%|███▎      | 883/2703 [00:00<00:00, 2057.96it/s]


word -> phonemes:  41%|████      | 1102/2703 [00:00<00:00, 1962.94it/s]


word -> phonemes:  54%|█████▍    | 1463/2703 [00:00<00:00, 2465.57it/s]


word -> phonemes:  64%|██████▍   | 1728/2703 [00:00<00:00, 2512.38it/s]


word -> phonemes:  76%|███████▋  | 2067/2703 [00:00<00:00, 2776.84it/s]


word -> phonemes:  87%|████████▋ | 2361/2703 [00:00<00:00, 2825.95it/s]


word -> phonemes:  98%|█████████▊| 2649/2703 [00:01<00:00, 2577.70it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2365.32it/s]



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overall:  48%|████▊     | 1909/4000 [18:02<16:39,  2.09it/s]

train:  54%|█████▍    | 1909/3515 [18:00<12:47,  2.09it/s]
overall:  48%|████▊     | 1910/4000 [18:02<17:01,  2.05it/s]

train:  54%|█████▍    | 1910/3515 [18:00<13:04,  2.05it/s]
overall:  48%|████▊     | 1911/4000 [18:03<16:42,  2.08it/s]

train:  54%|█████▍    | 1911/3515 [18:01<12:50,  2.08it/s]
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train:  54%|█████▍    | 1912/3515 [18:01<12:13,  2.19it/s]
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train:  54%|█████▍    | 1913/3515 [18:02<12:43,  2.10it/s]
overall:  48%|████▊     | 1914/4000 [18:04<17:03,  2.04it/s]

train:  54%|█████▍    | 1914/3515 [18:02<13:05,  2.04it/s]
overall:  48%|████▊     | 1915/4000 [18:05<14:41,  2.37it/s]

train:  54%|█████▍    | 1915/3515 [18:03<11:16,  2.37it/s]
overall:  48%|████▊     | 1916/4000 [18:05<15:38,  2.22it/s]

train:  55%|█████▍    | 1916/3515 [18:03<11:59,  2.22it/s]
overall:  48%|████▊     | 1917/4000 [18:06<16:24,  2.12it/s]

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train:  55%|█████▍    | 1918/3515 [18:04<12:31,  2.13it/s]
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train:  55%|█████▍    | 1920/3515 [18:05<13:18,  2.00it/s]
overall:  48%|████▊     | 1921/4000 [18:07<15:21,  2.26it/s]

train:  55%|█████▍    | 1921/3515 [18:05<11:46,  2.26it/s]
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train:  55%|█████▍    | 1922/3515 [18:06<12:19,  2.15it/s]
overall:  48%|████▊     | 1923/4000 [18:09<18:34,  1.86it/s]

train:  55%|█████▍    | 1923/3515 [18:07<14:14,  1.86it/s]
overall:  48%|████▊     | 1924/4000 [18:09<15:57,  2.17it/s]

train:  55%|█████▍    | 1924/3515 [18:07<12:13,  2.17it/s]
overall:  48%|████▊     | 1925/4000 [18:09<13:52,  2.49it/s]

train:  55%|█████▍    | 1925/3515 [18:07<10:37,  2.49it/s]
overall:  48%|████▊     | 1926/4000 [18:09<11:55,  2.90it/s]

train:  55%|█████▍    | 1926/3515 [18:07<09:08,  2.90it/s]
overall:  48%|████▊     | 1927/4000 [18:10<13:41,  2.52it/s]

train:  55%|█████▍    | 1927/3515 [18:08<10:29,  2.52it/s]
overall:  48%|████▊     | 1928/4000 [18:10<12:00,  2.88it/s]

train:  55%|█████▍    | 1928/3515 [18:08<09:11,  2.88it/s]
overall:  48%|████▊     | 1929/4000 [18:11<13:01,  2.65it/s]

train:  55%|█████▍    | 1929/3515 [18:09<09:58,  2.65it/s]
overall:  48%|████▊     | 1930/4000 [18:11<14:32,  2.37it/s]

train:  55%|█████▍    | 1930/3515 [18:09<11:08,  2.37it/s]
overall:  48%|████▊     | 1931/4000 [18:12<15:19,  2.25it/s]

train:  55%|█████▍    | 1931/3515 [18:10<11:43,  2.25it/s]
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train:  55%|█████▍    | 1932/3515 [18:10<09:09,  2.88it/s]
overall:  48%|████▊     | 1933/4000 [18:12<14:54,  2.31it/s]

train:  55%|█████▍    | 1933/3515 [18:10<11:24,  2.31it/s]
overall:  48%|████▊     | 1934/4000 [18:13<15:11,  2.27it/s]

train:  55%|█████▌    | 1934/3515 [18:11<11:37,  2.27it/s]
overall:  48%|████▊     | 1935/4000 [18:13<15:32,  2.22it/s]

train:  55%|█████▌    | 1935/3515 [18:11<11:53,  2.22it/s]
overall:  48%|████▊     | 1936/4000 [18:14<16:08,  2.13it/s]

train:  55%|█████▌    | 1936/3515 [18:12<12:21,  2.13it/s]
overall:  48%|████▊     | 1937/4000 [18:14<16:28,  2.09it/s]

train:  55%|█████▌    | 1937/3515 [18:12<12:35,  2.09it/s]
overall:  48%|████▊     | 1938/4000 [18:15<14:17,  2.40it/s]

train:  55%|█████▌    | 1938/3515 [18:13<10:56,  2.40it/s]
overall:  48%|████▊     | 1939/4000 [18:15<14:23,  2.39it/s]

train:  55%|█████▌    | 1939/3515 [18:13<11:00,  2.39it/s]
overall:  48%|████▊     | 1940/4000 [18:15<12:08,  2.83it/s]

train:  55%|█████▌    | 1940/3515 [18:13<09:16,  2.83it/s]
overall:  49%|████▊     | 1941/4000 [18:16<13:30,  2.54it/s]

train:  55%|█████▌    | 1941/3515 [18:14<10:19,  2.54it/s]
overall:  49%|████▊     | 1942/4000 [18:16<11:24,  3.01it/s]

train:  55%|█████▌    | 1942/3515 [18:14<08:42,  3.01it/s]
overall:  49%|████▊     | 1943/4000 [18:16<13:05,  2.62it/s]

train:  55%|█████▌    | 1943/3515 [18:14<10:00,  2.62it/s]
overall:  49%|████▊     | 1944/4000 [18:17<14:32,  2.36it/s]

train:  55%|█████▌    | 1944/3515 [18:15<11:06,  2.36it/s]
overall:  49%|████▊     | 1945/4000 [18:17<15:27,  2.21it/s]

train:  55%|█████▌    | 1945/3515 [18:15<11:48,  2.21it/s]
overall:  49%|████▊     | 1946/4000 [18:18<15:57,  2.14it/s]

train:  55%|█████▌    | 1946/3515 [18:16<12:11,  2.14it/s]
overall:  49%|████▊     | 1947/4000 [18:19<18:46,  1.82it/s]

train:  55%|█████▌    | 1947/3515 [18:17<14:20,  1.82it/s]
overall:  49%|████▊     | 1948/4000 [18:19<17:56,  1.91it/s]

train:  55%|█████▌    | 1948/3515 [18:17<13:41,  1.91it/s]
overall:  49%|████▊     | 1949/4000 [18:20<17:37,  1.94it/s]

train:  55%|█████▌    | 1949/3515 [18:18<13:27,  1.94it/s]
overall:  49%|████▉     | 1950/4000 [18:20<17:21,  1.97it/s]

train:  55%|█████▌    | 1950/3515 [18:18<13:14,  1.97it/s]
overall:  49%|████▉     | 1951/4000 [18:21<17:39,  1.93it/s]

train:  56%|█████▌    | 1951/3515 [18:19<13:28,  1.93it/s]
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train:  56%|█████▌    | 1952/3515 [18:19<13:40,  1.90it/s]
overall:  49%|████▉     | 1953/4000 [18:22<17:20,  1.97it/s]

train:  56%|█████▌    | 1953/3515 [18:20<13:13,  1.97it/s]
overall:  49%|████▉     | 1954/4000 [18:22<17:39,  1.93it/s]

train:  56%|█████▌    | 1954/3515 [18:20<13:28,  1.93it/s]
overall:  49%|████▉     | 1955/4000 [18:23<17:46,  1.92it/s]

train:  56%|█████▌    | 1955/3515 [18:21<13:33,  1.92it/s]
overall:  49%|████▉     | 1956/4000 [18:23<17:12,  1.98it/s]

train:  56%|█████▌    | 1956/3515 [18:21<13:07,  1.98it/s]
overall:  49%|████▉     | 1957/4000 [18:24<17:46,  1.92it/s]

train:  56%|█████▌    | 1957/3515 [18:22<13:33,  1.92it/s]
overall:  49%|████▉     | 1958/4000 [18:24<17:07,  1.99it/s]

train:  56%|█████▌    | 1958/3515 [18:22<13:03,  1.99it/s]
overall:  49%|████▉     | 1959/4000 [18:25<15:42,  2.16it/s]

train:  56%|█████▌    | 1959/3515 [18:23<11:58,  2.16it/s]
overall:  49%|████▉     | 1960/4000 [18:25<13:30,  2.52it/s]

train:  56%|█████▌    | 1960/3515 [18:23<10:18,  2.52it/s]
overall:  49%|████▉     | 1961/4000 [18:25<15:11,  2.24it/s]

train:  56%|█████▌    | 1961/3515 [18:23<11:34,  2.24it/s]
overall:  49%|████▉     | 1962/4000 [18:26<16:07,  2.11it/s]

train:  56%|█████▌    | 1962/3515 [18:24<12:17,  2.11it/s]
overall:  49%|████▉     | 1963/4000 [18:26<16:29,  2.06it/s]

train:  56%|█████▌    | 1963/3515 [18:25<12:34,  2.06it/s]
overall:  49%|████▉     | 1964/4000 [18:27<16:37,  2.04it/s]

train:  56%|█████▌    | 1964/3515 [18:25<12:39,  2.04it/s]
overall:  49%|████▉     | 1965/4000 [18:27<16:02,  2.11it/s]

train:  56%|█████▌    | 1965/3515 [18:25<12:13,  2.11it/s]
overall:  49%|████▉     | 1966/4000 [18:28<16:15,  2.09it/s]

train:  56%|█████▌    | 1966/3515 [18:26<12:22,  2.09it/s]
overall:  49%|████▉     | 1967/4000 [18:28<16:42,  2.03it/s]

train:  56%|█████▌    | 1967/3515 [18:26<12:43,  2.03it/s]
overall:  49%|████▉     | 1968/4000 [18:29<16:55,  2.00it/s]

train:  56%|█████▌    | 1968/3515 [18:27<12:53,  2.00it/s]
overall:  49%|████▉     | 1969/4000 [18:29<17:02,  1.99it/s]

train:  56%|█████▌    | 1969/3515 [18:28<12:58,  1.99it/s]
overall:  49%|████▉     | 1970/4000 [18:30<17:17,  1.96it/s]

train:  56%|█████▌    | 1970/3515 [18:28<13:09,  1.96it/s]
overall:  49%|████▉     | 1971/4000 [18:31<19:13,  1.76it/s]

train:  56%|█████▌    | 1971/3515 [18:29<14:37,  1.76it/s]
overall:  49%|████▉     | 1972/4000 [18:31<17:42,  1.91it/s]

train:  56%|█████▌    | 1972/3515 [18:29<13:28,  1.91it/s]
overall:  49%|████▉     | 1973/4000 [18:32<16:39,  2.03it/s]

train:  56%|█████▌    | 1973/3515 [18:30<12:40,  2.03it/s]
overall:  49%|████▉     | 1974/4000 [18:32<16:56,  1.99it/s]

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overall:  49%|████▉     | 1975/4000 [18:33<17:09,  1.97it/s]

train:  56%|█████▌    | 1975/3515 [18:31<13:03,  1.97it/s]
overall:  49%|████▉     | 1976/4000 [18:33<17:22,  1.94it/s]

train:  56%|█████▌    | 1976/3515 [18:31<13:12,  1.94it/s]
overall:  49%|████▉     | 1977/4000 [18:33<14:00,  2.41it/s]

train:  56%|█████▌    | 1977/3515 [18:31<10:39,  2.41it/s]
overall:  49%|████▉     | 1978/4000 [18:34<14:59,  2.25it/s]

train:  56%|█████▋    | 1978/3515 [18:32<11:23,  2.25it/s]
overall:  49%|████▉     | 1979/4000 [18:34<15:50,  2.13it/s]

train:  56%|█████▋    | 1979/3515 [18:32<12:02,  2.13it/s]
overall:  50%|████▉     | 1980/4000 [18:35<16:19,  2.06it/s]

train:  56%|█████▋    | 1980/3515 [18:33<12:24,  2.06it/s]
overall:  50%|████▉     | 1981/4000 [18:35<13:49,  2.44it/s]

train:  56%|█████▋    | 1981/3515 [18:33<10:29,  2.44it/s]
overall:  50%|████▉     | 1982/4000 [18:36<15:08,  2.22it/s]

train:  56%|█████▋    | 1982/3515 [18:34<11:30,  2.22it/s]
overall:  50%|████▉     | 1983/4000 [18:36<15:08,  2.22it/s]

train:  56%|█████▋    | 1983/3515 [18:34<11:29,  2.22it/s]
overall:  50%|████▉     | 1984/4000 [18:37<15:41,  2.14it/s]

train:  56%|█████▋    | 1984/3515 [18:35<11:55,  2.14it/s]
overall:  50%|████▉     | 1985/4000 [18:37<19:43,  1.70it/s]

train:  56%|█████▋    | 1985/3515 [18:36<14:58,  1.70it/s]
overall:  50%|████▉     | 1986/4000 [18:38<16:11,  2.07it/s]

train:  57%|█████▋    | 1986/3515 [18:36<12:17,  2.07it/s]
overall:  50%|████▉     | 1987/4000 [18:38<16:18,  2.06it/s]

train:  57%|█████▋    | 1987/3515 [18:36<12:23,  2.06it/s]
overall:  50%|████▉     | 1988/4000 [18:39<16:41,  2.01it/s]

train:  57%|█████▋    | 1988/3515 [18:37<12:39,  2.01it/s]
overall:  50%|████▉     | 1989/4000 [18:39<16:52,  1.99it/s]

train:  57%|█████▋    | 1989/3515 [18:37<12:48,  1.99it/s]
overall:  50%|████▉     | 1990/4000 [18:40<17:21,  1.93it/s]

train:  57%|█████▋    | 1990/3515 [18:38<13:10,  1.93it/s]
overall:  50%|████▉     | 1991/4000 [18:40<17:35,  1.90it/s]

train:  57%|█████▋    | 1991/3515 [18:38<13:20,  1.90it/s]
overall:  50%|████▉     | 1992/4000 [18:41<17:27,  1.92it/s]

train:  57%|█████▋    | 1992/3515 [18:39<13:14,  1.92it/s]
overall:  50%|████▉     | 1993/4000 [18:41<17:36,  1.90it/s]

train:  57%|█████▋    | 1993/3515 [18:39<13:21,  1.90it/s]
overall:  50%|████▉     | 1994/4000 [18:42<17:55,  1.87it/s]

train:  57%|█████▋    | 1994/3515 [18:40<13:35,  1.87it/s]
overall:  50%|████▉     | 1995/4000 [18:42<17:59,  1.86it/s]

train:  57%|█████▋    | 1995/3515 [18:41<13:38,  1.86it/s]
overall:  50%|████▉     | 1996/4000 [18:43<17:21,  1.92it/s]

train:  57%|█████▋    | 1996/3515 [18:41<13:09,  1.92it/s]
overall:  50%|████▉     | 1997/4000 [18:43<17:10,  1.94it/s]

train:  57%|█████▋    | 1997/3515 [18:42<13:01,  1.94it/s]
overall:  50%|████▉     | 1998/4000 [18:44<17:17,  1.93it/s]

train:  57%|█████▋    | 1998/3515 [18:42<13:06,  1.93it/s]
overall:  50%|████▉     | 1999/4000 [18:45<17:36,  1.89it/s]

train:  57%|█████▋    | 1999/3515 [18:43<13:20,  1.89it/s]dev loss: 2.1524269580841064
dev per: 0.6083142559833506
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.981056571006775
train per: 0.5842375366568915
train loss: 2.0374808311462402
train per: 0.5865261662325361
train loss: 1.985050916671753
train per: 0.5831333561878642
train loss: 1.9727376699447632
train per: 0.5807543162002619
train loss: 2.012218952178955
train per: 0.590770009432443
train loss: 1.9890737533569336
train per: 0.5796722990271377
train loss: 1.9970344305038452
train per: 0.5839200260566733
train loss: 1.9884414672851562
train per: 0.5843899267261861
train loss: 1.9212806224822998
train per: 0.5683063328424153
train loss: 2.026637554168701
train per: 0.584743177605181
train loss: 2.0051474571228027
train per: 0.586534033342544
train loss: 1.9903367757797241
train per: 0.5834994518090302
train loss: 1.975793480873108
train per: 0.5855210407883507
train loss: 1.985323190689087
train per: 0.5759461518923038
train loss: 2.0045578479766846
train per: 0.5862068965517241
train loss: 1.9627681970596313
train per: 0.5778967867575463
train loss: 2.002167224884033
train per: 0.5832343458340404
train loss: 1.9894822835922241
train per: 0.5814106325548645
train loss: 1.9753793478012085
train per: 0.5814411896801237
train loss: 1.9582922458648682
train per: 0.5774275621865969
train loss: 1.9727659225463867
train per: 0.5779710294079811
train loss: 1.9655948877334595
train per: 0.577566291683407
train loss: 1.9659035205841064
train per: 0.5753713970288238
train loss: 1.9523899555206299
train per: 0.5714518646199716
train loss: 1.9678354263305664
train per: 0.5793644687235516
train loss: 2.0042223930358887
train per: 0.5832183420019106
train loss: 1.968332290649414
train per: 0.5827705440596467
train loss: 1.994288444519043
train per: 0.5815957223247017
train loss: 1.9497114419937134
train per: 0.5743082656025351
train loss: 1.981530785560608
train per: 0.5755902379671011
train loss: 1.9468142986297607
train per: 0.5733814030343999
train loss: 1.9468233585357666
train per: 0.5731959857696597
train loss: 1.9605563879013062
train per: 0.5757881584006151
train loss: 1.975820541381836
train per: 0.5765143968502443
train loss: 1.9324535131454468
train per: 0.5712319677569979
train loss: 1.9579484462738037
train per: 0.5733235600113497
train loss: 1.9600995779037476
train per: 0.5734745001654299
train loss: 1.9296575784683228
train per: 0.5712124320443123
train loss: 1.9209610223770142
train per: 0.5651474057903905
train loss: 1.9374383687973022
train per: 0.5686091104667478
train loss: 1.9618606567382812
train per: 0.5753599244748643
train loss: 1.967293381690979
train per: 0.5744914263909756
train loss: 1.9478681087493896
train per: 0.5708298783084198
train loss: 1.9488611221313477
train per: 0.5744998653248121
train loss: 1.9678840637207031
train per: 0.5785710835225352
train loss: 1.947985291481018
train per: 0.5722237684386307
train loss: 1.9339420795440674
train per: 0.5758106116433309
train loss: 1.9764375686645508
train per: 0.5771334923963078
train loss: 1.9640642404556274
train per: 0.5733886407147415
train loss: 1.9306697845458984
train per: 0.5682122489461939
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  10%|▉         | 260/2703 [00:00<00:00, 2502.34it/s]


word -> phonemes:  19%|█▉        | 511/2703 [00:00<00:00, 2351.58it/s]


word -> phonemes:  28%|██▊       | 747/2703 [00:00<00:00, 2276.93it/s]


word -> phonemes:  36%|███▌      | 975/2703 [00:00<00:00, 2022.94it/s]


word -> phonemes:  44%|████▎     | 1181/2703 [00:00<00:00, 1938.66it/s]


word -> phonemes:  51%|█████     | 1383/2703 [00:00<00:00, 1963.01it/s]


word -> phonemes:  61%|██████    | 1649/2703 [00:00<00:00, 2170.77it/s]


word -> phonemes:  72%|███████▏  | 1942/2703 [00:00<00:00, 2346.21it/s]


word -> phonemes:  82%|████████▏ | 2213/2703 [00:00<00:00, 2453.24it/s]


word -> phonemes:  93%|█████████▎| 2527/2703 [00:01<00:00, 2648.83it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2410.56it/s]



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overall:  74%|███████▍  | 2964/4000 [29:14<09:37,  1.79it/s]

train:  84%|████████▍ | 2964/3515 [29:12<05:07,  1.79it/s]
overall:  74%|███████▍  | 2965/4000 [29:14<09:28,  1.82it/s]

train:  84%|████████▍ | 2965/3515 [29:12<05:02,  1.82it/s]
overall:  74%|███████▍  | 2966/4000 [29:15<09:13,  1.87it/s]

train:  84%|████████▍ | 2966/3515 [29:13<04:53,  1.87it/s]
overall:  74%|███████▍  | 2967/4000 [29:15<08:58,  1.92it/s]

train:  84%|████████▍ | 2967/3515 [29:13<04:45,  1.92it/s]
overall:  74%|███████▍  | 2968/4000 [29:16<08:53,  1.93it/s]

train:  84%|████████▍ | 2968/3515 [29:14<04:42,  1.93it/s]
overall:  74%|███████▍  | 2969/4000 [29:16<08:07,  2.11it/s]

train:  84%|████████▍ | 2969/3515 [29:14<04:18,  2.11it/s]
overall:  74%|███████▍  | 2970/4000 [29:17<08:22,  2.05it/s]

train:  84%|████████▍ | 2970/3515 [29:15<04:25,  2.05it/s]
overall:  74%|███████▍  | 2971/4000 [29:17<06:33,  2.62it/s]

train:  85%|████████▍ | 2971/3515 [29:15<03:27,  2.62it/s]
overall:  74%|███████▍  | 2972/4000 [29:17<07:18,  2.35it/s]

train:  85%|████████▍ | 2972/3515 [29:15<03:51,  2.35it/s]
overall:  74%|███████▍  | 2973/4000 [29:18<07:53,  2.17it/s]

train:  85%|████████▍ | 2973/3515 [29:16<04:09,  2.17it/s]
overall:  74%|███████▍  | 2974/4000 [29:18<06:54,  2.48it/s]

train:  85%|████████▍ | 2974/3515 [29:16<03:38,  2.48it/s]
overall:  74%|███████▍  | 2975/4000 [29:19<07:34,  2.26it/s]

train:  85%|████████▍ | 2975/3515 [29:17<03:59,  2.26it/s]
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overall:  74%|███████▍  | 2977/4000 [29:20<07:58,  2.14it/s]

train:  85%|████████▍ | 2977/3515 [29:18<04:11,  2.14it/s]
overall:  74%|███████▍  | 2978/4000 [29:20<08:13,  2.07it/s]

train:  85%|████████▍ | 2978/3515 [29:18<04:19,  2.07it/s]
overall:  74%|███████▍  | 2979/4000 [29:21<08:33,  1.99it/s]

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train:  85%|████████▍ | 2982/3515 [29:20<04:42,  1.89it/s]
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train:  85%|████████▍ | 2983/3515 [29:21<04:43,  1.87it/s]
overall:  75%|███████▍  | 2984/4000 [29:23<09:06,  1.86it/s]

train:  85%|████████▍ | 2984/3515 [29:21<04:45,  1.86it/s]
overall:  75%|███████▍  | 2985/4000 [29:24<09:01,  1.87it/s]

train:  85%|████████▍ | 2985/3515 [29:22<04:42,  1.87it/s]
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train:  85%|████████▍ | 2986/3515 [29:23<04:43,  1.86it/s]
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train:  85%|████████▍ | 2987/3515 [29:23<04:38,  1.89it/s]
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train:  85%|████████▌ | 2988/3515 [29:24<05:26,  1.61it/s]
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train:  85%|████████▌ | 2989/3515 [29:24<05:11,  1.69it/s]
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train:  85%|████████▌ | 2990/3515 [29:25<05:00,  1.75it/s]
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train:  85%|████████▌ | 2991/3515 [29:25<04:07,  2.12it/s]
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train:  85%|████████▌ | 2992/3515 [29:26<04:14,  2.05it/s]
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train:  85%|████████▌ | 2993/3515 [29:26<04:16,  2.03it/s]
overall:  75%|███████▍  | 2994/4000 [29:29<08:09,  2.06it/s]

train:  85%|████████▌ | 2994/3515 [29:27<04:13,  2.06it/s]
overall:  75%|███████▍  | 2995/4000 [29:29<08:20,  2.01it/s]

train:  85%|████████▌ | 2995/3515 [29:27<04:19,  2.01it/s]
overall:  75%|███████▍  | 2996/4000 [29:30<08:24,  1.99it/s]

train:  85%|████████▌ | 2996/3515 [29:28<04:20,  1.99it/s]
overall:  75%|███████▍  | 2997/4000 [29:30<06:45,  2.48it/s]

train:  85%|████████▌ | 2997/3515 [29:28<03:29,  2.48it/s]
overall:  75%|███████▍  | 2998/4000 [29:30<06:05,  2.74it/s]

train:  85%|████████▌ | 2998/3515 [29:28<03:08,  2.74it/s]
overall:  75%|███████▍  | 2999/4000 [29:31<06:44,  2.47it/s]

train:  85%|████████▌ | 2999/3515 [29:29<03:28,  2.47it/s]dev loss: 2.1650874614715576
dev per: 0.6229344432882414
train loss: 1.9344675540924072
train per: 0.5724914818162854
train loss: 1.947272539138794
train per: 0.5729586662379103
train loss: 1.94989013671875
train per: 0.5732995903884787
train loss: 1.93174147605896
train per: 0.5832043583235312
train loss: 1.9903032779693604
train per: 0.5802102721464862
train loss: 1.9403702020645142
train per: 0.5729049133244435
train loss: 1.9338115453720093
train per: 0.5709544706527702
train loss: 1.9388192892074585
train per: 0.5710127471645087
train loss: 1.915246605873108
train per: 0.5689397710303634
train loss: 1.915593147277832
train per: 0.565207775293048
train loss: 1.9200283288955688
train per: 0.5653173059925756
train loss: 1.9771190881729126
train per: 0.5775669496202465
train loss: 1.9613090753555298
train per: 0.5798880622797522
train loss: 1.9318948984146118
train per: 0.5733863613334684
train loss: 1.970294713973999
train per: 0.5772713675794741
train loss: 1.9477159976959229
train per: 0.5762567754277819
train loss: 1.961561918258667
train per: 0.5755847694986248
train loss: 1.9530665874481201
train per: 0.5752080221890336
train loss: 1.9425357580184937
train per: 0.5720410696152545
train loss: 1.8859062194824219
train per: 0.5757649148300638
train loss: 1.9516756534576416
train per: 0.5706589919563132
train loss: 1.9754278659820557
train per: 0.5771365441776047
train loss: 1.962622046470642
train per: 0.5745096279007137
train loss: 1.9340451955795288
train per: 0.5717013049782503
train loss: 1.9266058206558228
train per: 0.5731735903112385
train loss: 1.935924768447876
train per: 0.570401862536694
train loss: 1.955548644065857
train per: 0.5731218130311615
train loss: 1.946488618850708
train per: 0.5714397762032994
train loss: 1.9367462396621704
train per: 0.5701904266646857
train loss: 1.974628210067749
train per: 0.5776581495981867
train loss: 1.9324346780776978
train per: 0.5729065266112784
train loss: 1.9385654926300049
train per: 0.5721777130371449
train loss: 1.9516017436981201
train per: 0.5743283019756517
train loss: 1.9185829162597656
train per: 0.5698496302158667
train loss: 1.9377599954605103
train per: 0.5712480093025607
train loss: 1.9624894857406616
train per: 0.5776914822952327
train loss: 1.9715168476104736
train per: 0.5765660386749957
train loss: 1.9143966436386108
train per: 0.5655419026591149
train loss: 1.9060556888580322
train per: 0.5670422609198119
train loss: 1.9434261322021484
train per: 0.577531445347101
train loss: 1.8949382305145264
train per: 0.5596986728380484
train loss: 1.914628028869629
train per: 0.5684294377633878
train loss: 1.9138097763061523
train per: 0.5696330225203119
train loss: 1.9047563076019287
train per: 0.5682129973070474
train loss: 1.9725220203399658
train per: 0.5759748297916237
train loss: 1.9236738681793213
train per: 0.5724823766364552
train loss: 1.9197571277618408
train per: 0.5681439685814422
train loss: 1.9437049627304077
train per: 0.570243523818764
train loss: 1.9263789653778076
train per: 0.5719902453590803
train loss: 1.9517955780029297
train per: 0.5713810316139767
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  15%|█▌        | 409/2703 [00:00<00:00, 4087.51it/s]


word -> phonemes:  30%|███       | 818/2703 [00:00<00:00, 3009.29it/s]


word -> phonemes:  42%|████▏     | 1136/2703 [00:00<00:00, 2908.98it/s]


word -> phonemes:  53%|█████▎    | 1436/2703 [00:00<00:00, 2662.90it/s]


word -> phonemes:  64%|██████▎   | 1718/2703 [00:00<00:00, 2708.84it/s]


word -> phonemes:  74%|███████▍  | 1994/2703 [00:00<00:00, 2620.85it/s]


word -> phonemes:  84%|████████▎ | 2259/2703 [00:00<00:00, 2387.81it/s]


word -> phonemes:  93%|█████████▎| 2521/2703 [00:00<00:00, 2447.95it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2539.52it/s]



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overall:  87%|████████▋ | 3481/4000 [36:09<03:15,  2.65it/s]

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overall:  87%|████████▋ | 3484/4000 [36:10<04:03,  2.12it/s]

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overall:  87%|████████▋ | 3485/4000 [36:10<03:09,  2.72it/s]

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overall:  87%|████████▋ | 3486/4000 [36:11<02:46,  3.09it/s]

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train:  99%|█████████▉| 3495/3515 [36:12<00:06,  2.99it/s]
overall:  87%|████████▋ | 3496/4000 [36:15<03:15,  2.58it/s]

train:  99%|█████████▉| 3496/3515 [36:13<00:07,  2.58it/s]
overall:  87%|████████▋ | 3497/4000 [36:15<03:32,  2.37it/s]

train:  99%|█████████▉| 3497/3515 [36:13<00:07,  2.37it/s]
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overall:  88%|████████▊ | 3508/4000 [36:21<04:12,  1.95it/s]

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overall:  88%|████████▊ | 3511/4000 [36:22<03:44,  2.18it/s]

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overall:  88%|████████▊ | 3512/4000 [36:22<03:52,  2.10it/s]

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train: 100%|█████████▉| 3514/3515 [36:21<00:00,  2.04it/s]
overall:  88%|████████▊ | 3515/4000 [36:24<04:01,  2.01it/s]

train: 100%|██████████| 3515/3515 [36:22<00:00,  2.01it/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 [36:22<00:00,  1.61it/s]
dev loss: 2.2132368087768555
dev per: 0.6329240374609781
train loss: 1.9641832113265991
train per: 0.5813621286589352
train loss: 1.9427192211151123
train per: 0.5703273575576235
train loss: 1.8669137954711914
train per: 0.5590551181102362
train loss: 1.9666540622711182
train per: 0.576485807398562
train loss: 1.928894281387329
train per: 0.5720011876484561
train loss: 1.9318288564682007
train per: 0.5686388384754991
train loss: 1.9323177337646484
train per: 0.5701343648208469
train loss: 1.931394338607788
train per: 0.5689505637467476
train loss: 1.9292361736297607
train per: 0.5745796372302396
train loss: 1.916242241859436
train per: 0.5649371999736963
train loss: 1.8973652124404907
train per: 0.5623876493602622
train loss: 1.8928391933441162
train per: 0.565248101712873
train loss: 1.9488470554351807
train per: 0.5723659454374412
train loss: 1.9169862270355225
train per: 0.5733167016109769
train loss: 1.9156795740127563
train per: 0.563869724025974
train loss: 1.9489080905914307
train per: 0.5726318062791891
train loss: 1.8973190784454346
train per: 0.5662949194547707
train loss: 1.9836065769195557
train per: 0.5774176296881903
train loss: 1.9066097736358643
train per: 0.5678070800665241
train loss: 1.8895162343978882
train per: 0.5587610292419273
train loss: 1.905233383178711
train per: 0.5661207016890791
train loss: 1.914707899093628
train per: 0.5622609028309105
train loss: 1.8912484645843506
train per: 0.5600299004123364
train loss: 1.906998634338379
train per: 0.5641976626287422
train loss: 1.9712727069854736
train per: 0.5832942555685815
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  11%|█▏        | 398/3515 [00:00<00:00, 3977.75it/s]

word -> phonemes:  25%|██▍       | 870/3515 [00:00<00:00, 4411.12it/s]

word -> phonemes:  37%|███▋      | 1312/3515 [00:00<00:00, 4002.47it/s]

word -> phonemes:  51%|█████     | 1796/3515 [00:00<00:00, 4311.74it/s]

word -> phonemes:  63%|██████▎   | 2232/3515 [00:00<00:00, 2543.86it/s]

word -> phonemes:  74%|███████▎  | 2584/3515 [00:00<00:00, 2762.55it/s]

word -> phonemes:  87%|████████▋ | 3055/3515 [00:00<00:00, 3236.62it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 3432.58it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [36:28<13:06,  1.63s/it]

train:   0%|          | 1/3515 [00:01<1:50:13,  1.88s/it]
overall:  88%|████████▊ | 3517/4000 [36:28<09:35,  1.19s/it]

train:   0%|          | 2/3515 [00:02<51:36,  1.13it/s]  
overall:  88%|████████▊ | 3518/4000 [36:29<07:45,  1.04it/s]

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overall:  88%|████████▊ | 3519/4000 [36:29<06:38,  1.21it/s]

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overall:  88%|████████▊ | 3520/4000 [36:30<05:36,  1.43it/s]

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overall:  88%|████████▊ | 3521/4000 [36:30<04:49,  1.66it/s]

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overall:  88%|████████▊ | 3522/4000 [36:30<03:49,  2.08it/s]

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overall:  88%|████████▊ | 3523/4000 [36:31<03:57,  2.01it/s]

train:   0%|          | 8/3515 [00:04<25:26,  2.30it/s]
overall:  88%|████████▊ | 3524/4000 [36:31<04:01,  1.97it/s]

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overall:  88%|████████▊ | 3525/4000 [36:32<03:41,  2.15it/s]

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overall:  88%|████████▊ | 3526/4000 [36:32<03:01,  2.61it/s]

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overall:  88%|████████▊ | 3527/4000 [36:32<03:19,  2.38it/s]

train:   0%|          | 12/3515 [00:06<23:40,  2.47it/s]
overall:  88%|████████▊ | 3528/4000 [36:33<03:24,  2.31it/s]

train:   0%|          | 13/3515 [00:06<24:40,  2.37it/s]
overall:  88%|████████▊ | 3529/4000 [36:33<03:36,  2.18it/s]

train:   0%|          | 14/3515 [00:07<26:21,  2.21it/s]
overall:  88%|████████▊ | 3530/4000 [36:34<03:29,  2.24it/s]

train:   0%|          | 15/3515 [00:07<25:45,  2.26it/s]
overall:  88%|████████▊ | 3531/4000 [36:34<03:34,  2.18it/s]

train:   0%|          | 16/3515 [00:08<26:31,  2.20it/s]
overall:  88%|████████▊ | 3532/4000 [36:35<03:41,  2.11it/s]

train:   0%|          | 17/3515 [00:08<27:26,  2.12it/s]
overall:  88%|████████▊ | 3533/4000 [36:35<03:30,  2.21it/s]

train:   1%|          | 18/3515 [00:08<26:13,  2.22it/s]
overall:  88%|████████▊ | 3534/4000 [36:36<03:37,  2.14it/s]

train:   1%|          | 19/3515 [00:09<27:10,  2.14it/s]
overall:  88%|████████▊ | 3535/4000 [36:36<03:41,  2.10it/s]

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overall:  88%|████████▊ | 3536/4000 [36:37<03:41,  2.09it/s]

train:   1%|          | 21/3515 [00:10<27:48,  2.09it/s]
overall:  88%|████████▊ | 3537/4000 [36:37<02:59,  2.59it/s]

train:   1%|          | 22/3515 [00:10<22:28,  2.59it/s]
overall:  88%|████████▊ | 3538/4000 [36:37<03:12,  2.40it/s]

train:   1%|          | 23/3515 [00:11<24:11,  2.41it/s]
overall:  88%|████████▊ | 3539/4000 [36:38<03:24,  2.25it/s]

train:   1%|          | 24/3515 [00:11<25:47,  2.26it/s]
overall:  88%|████████▊ | 3540/4000 [36:38<03:48,  2.02it/s]

train:   1%|          | 25/3515 [00:12<28:51,  2.02it/s]
overall:  89%|████████▊ | 3541/4000 [36:39<03:51,  1.98it/s]

train:   1%|          | 26/3515 [00:12<29:18,  1.98it/s]
overall:  89%|████████▊ | 3542/4000 [36:39<03:47,  2.01it/s]

train:   1%|          | 27/3515 [00:13<28:52,  2.01it/s]
overall:  89%|████████▊ | 3543/4000 [36:40<03:04,  2.48it/s]

train:   1%|          | 28/3515 [00:13<23:26,  2.48it/s]
overall:  89%|████████▊ | 3544/4000 [36:40<03:17,  2.31it/s]

train:   1%|          | 29/3515 [00:13<25:09,  2.31it/s]
overall:  89%|████████▊ | 3545/4000 [36:40<02:42,  2.80it/s]

train:   1%|          | 30/3515 [00:14<20:43,  2.80it/s]
overall:  89%|████████▊ | 3546/4000 [36:41<03:03,  2.47it/s]

train:   1%|          | 31/3515 [00:14<23:31,  2.47it/s]
overall:  89%|████████▊ | 3547/4000 [36:41<03:19,  2.27it/s]

train:   1%|          | 32/3515 [00:15<25:35,  2.27it/s]
overall:  89%|████████▊ | 3548/4000 [36:42<03:27,  2.17it/s]

train:   1%|          | 33/3515 [00:15<26:41,  2.17it/s]
overall:  89%|████████▊ | 3549/4000 [36:42<03:32,  2.12it/s]

train:   1%|          | 34/3515 [00:16<27:19,  2.12it/s]
overall:  89%|████████▉ | 3550/4000 [36:43<03:26,  2.18it/s]

train:   1%|          | 35/3515 [00:16<26:33,  2.18it/s]
overall:  89%|████████▉ | 3551/4000 [36:43<03:36,  2.07it/s]

train:   1%|          | 36/3515 [00:17<28:00,  2.07it/s]
overall:  89%|████████▉ | 3552/4000 [36:44<03:58,  1.88it/s]

train:   1%|          | 37/3515 [00:17<30:48,  1.88it/s]
overall:  89%|████████▉ | 3553/4000 [36:45<03:55,  1.90it/s]

train:   1%|          | 38/3515 [00:18<30:29,  1.90it/s]
overall:  89%|████████▉ | 3554/4000 [36:45<03:52,  1.92it/s]

train:   1%|          | 39/3515 [00:18<30:13,  1.92it/s]
overall:  89%|████████▉ | 3555/4000 [36:45<03:06,  2.38it/s]

train:   1%|          | 40/3515 [00:18<24:19,  2.38it/s]
overall:  89%|████████▉ | 3556/4000 [36:46<03:14,  2.29it/s]

train:   1%|          | 41/3515 [00:19<25:20,  2.29it/s]
overall:  89%|████████▉ | 3557/4000 [36:46<03:21,  2.20it/s]

train:   1%|          | 42/3515 [00:19<26:21,  2.20it/s]
overall:  89%|████████▉ | 3558/4000 [36:47<03:26,  2.14it/s]

train:   1%|          | 43/3515 [00:20<26:59,  2.14it/s]
overall:  89%|████████▉ | 3559/4000 [36:47<02:57,  2.49it/s]

train:   1%|▏         | 44/3515 [00:20<23:14,  2.49it/s]
overall:  89%|████████▉ | 3560/4000 [36:47<03:10,  2.31it/s]

train:   1%|▏         | 45/3515 [00:21<25:03,  2.31it/s]
overall:  89%|████████▉ | 3561/4000 [36:48<03:20,  2.19it/s]

train:   1%|▏         | 46/3515 [00:21<26:22,  2.19it/s]
overall:  89%|████████▉ | 3562/4000 [36:48<03:28,  2.10it/s]

train:   1%|▏         | 47/3515 [00:22<27:28,  2.10it/s]
overall:  89%|████████▉ | 3563/4000 [36:49<03:01,  2.41it/s]

train:   1%|▏         | 48/3515 [00:22<24:00,  2.41it/s]
overall:  89%|████████▉ | 3564/4000 [36:49<03:37,  2.01it/s]

train:   1%|▏         | 49/3515 [00:23<28:47,  2.01it/s]
overall:  89%|████████▉ | 3565/4000 [36:50<03:03,  2.37it/s]

train:   1%|▏         | 50/3515 [00:23<24:23,  2.37it/s]
overall:  89%|████████▉ | 3566/4000 [36:50<03:13,  2.24it/s]

train:   1%|▏         | 51/3515 [00:23<25:46,  2.24it/s]
overall:  89%|████████▉ | 3567/4000 [36:51<03:14,  2.23it/s]

train:   1%|▏         | 52/3515 [00:24<25:55,  2.23it/s]
overall:  89%|████████▉ | 3568/4000 [36:51<02:38,  2.73it/s]

train:   2%|▏         | 53/3515 [00:24<21:08,  2.73it/s]
overall:  89%|████████▉ | 3569/4000 [36:51<02:53,  2.48it/s]

train:   2%|▏         | 54/3515 [00:24<23:14,  2.48it/s]
overall:  89%|████████▉ | 3570/4000 [36:52<03:04,  2.33it/s]

train:   2%|▏         | 55/3515 [00:25<24:42,  2.33it/s]
overall:  89%|████████▉ | 3571/4000 [36:52<03:13,  2.22it/s]

train:   2%|▏         | 56/3515 [00:25<25:57,  2.22it/s]
overall:  89%|████████▉ | 3572/4000 [36:53<03:20,  2.13it/s]

train:   2%|▏         | 57/3515 [00:26<27:00,  2.13it/s]
overall:  89%|████████▉ | 3573/4000 [36:53<03:22,  2.10it/s]

train:   2%|▏         | 58/3515 [00:26<27:22,  2.10it/s]
overall:  89%|████████▉ | 3574/4000 [36:54<03:26,  2.06it/s]

train:   2%|▏         | 59/3515 [00:27<27:56,  2.06it/s]
overall:  89%|████████▉ | 3575/4000 [36:54<03:25,  2.06it/s]

train:   2%|▏         | 60/3515 [00:27<27:54,  2.06it/s]
overall:  89%|████████▉ | 3576/4000 [36:55<03:48,  1.86it/s]

train:   2%|▏         | 61/3515 [00:28<31:01,  1.86it/s]
overall:  89%|████████▉ | 3577/4000 [36:55<03:37,  1.94it/s]

train:   2%|▏         | 62/3515 [00:29<29:36,  1.94it/s]
overall:  89%|████████▉ | 3578/4000 [36:56<03:36,  1.95it/s]

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overall:  89%|████████▉ | 3579/4000 [36:56<03:36,  1.94it/s]

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overall:  90%|████████▉ | 3580/4000 [36:57<03:36,  1.94it/s]

train:   2%|▏         | 65/3515 [00:30<29:38,  1.94it/s]
overall:  90%|████████▉ | 3581/4000 [36:57<03:34,  1.95it/s]

train:   2%|▏         | 66/3515 [00:31<29:26,  1.95it/s]
overall:  90%|████████▉ | 3582/4000 [36:58<03:35,  1.94it/s]

train:   2%|▏         | 67/3515 [00:31<29:40,  1.94it/s]
overall:  90%|████████▉ | 3583/4000 [36:58<03:31,  1.97it/s]

train:   2%|▏         | 68/3515 [00:32<29:07,  1.97it/s]
overall:  90%|████████▉ | 3584/4000 [36:59<02:56,  2.36it/s]

train:   2%|▏         | 69/3515 [00:32<24:21,  2.36it/s]
overall:  90%|████████▉ | 3585/4000 [36:59<02:16,  3.05it/s]

train:   2%|▏         | 70/3515 [00:32<18:48,  3.05it/s]
overall:  90%|████████▉ | 3586/4000 [36:59<02:37,  2.63it/s]

train:   2%|▏         | 71/3515 [00:33<21:51,  2.63it/s]
overall:  90%|████████▉ | 3587/4000 [37:00<02:51,  2.41it/s]

train:   2%|▏         | 72/3515 [00:33<23:46,  2.41it/s]
overall:  90%|████████▉ | 3588/4000 [37:00<03:25,  2.01it/s]

train:   2%|▏         | 73/3515 [00:34<28:32,  2.01it/s]
overall:  90%|████████▉ | 3589/4000 [37:01<03:28,  1.97it/s]

train:   2%|▏         | 74/3515 [00:34<29:04,  1.97it/s]
overall:  90%|████████▉ | 3590/4000 [37:02<03:28,  1.97it/s]

train:   2%|▏         | 75/3515 [00:35<29:08,  1.97it/s]
overall:  90%|████████▉ | 3591/4000 [37:02<03:17,  2.07it/s]

train:   2%|▏         | 76/3515 [00:35<27:43,  2.07it/s]
overall:  90%|████████▉ | 3592/4000 [37:02<03:07,  2.18it/s]

train:   2%|▏         | 77/3515 [00:36<26:20,  2.18it/s]
overall:  90%|████████▉ | 3593/4000 [37:03<03:14,  2.09it/s]

train:   2%|▏         | 78/3515 [00:36<27:21,  2.09it/s]
overall:  90%|████████▉ | 3594/4000 [37:03<03:14,  2.09it/s]

train:   2%|▏         | 79/3515 [00:37<27:24,  2.09it/s]
overall:  90%|████████▉ | 3595/4000 [37:04<03:00,  2.25it/s]

train:   2%|▏         | 80/3515 [00:37<25:29,  2.25it/s]
overall:  90%|████████▉ | 3596/4000 [37:04<02:59,  2.25it/s]

train:   2%|▏         | 81/3515 [00:37<25:26,  2.25it/s]
overall:  90%|████████▉ | 3597/4000 [37:05<03:08,  2.14it/s]

train:   2%|▏         | 82/3515 [00:38<26:41,  2.14it/s]
overall:  90%|████████▉ | 3598/4000 [37:05<03:05,  2.17it/s]

train:   2%|▏         | 83/3515 [00:38<26:25,  2.17it/s]
overall:  90%|████████▉ | 3599/4000 [37:06<02:56,  2.28it/s]

train:   2%|▏         | 84/3515 [00:39<25:05,  2.28it/s]
overall:  90%|█████████ | 3600/4000 [37:06<03:27,  1.93it/s]

train:   2%|▏         | 85/3515 [00:39<29:39,  1.93it/s]
overall:  90%|█████████ | 3601/4000 [37:07<03:26,  1.93it/s]

train:   2%|▏         | 86/3515 [00:40<29:38,  1.93it/s]
overall:  90%|█████████ | 3602/4000 [37:07<03:18,  2.00it/s]

train:   2%|▏         | 87/3515 [00:40<28:31,  2.00it/s]
overall:  90%|█████████ | 3603/4000 [37:08<03:18,  2.00it/s]

train:   3%|▎         | 88/3515 [00:41<28:34,  2.00it/s]
overall:  90%|█████████ | 3604/4000 [37:08<03:18,  2.00it/s]

train:   3%|▎         | 89/3515 [00:41<28:36,  2.00it/s]
overall:  90%|█████████ | 3605/4000 [37:08<02:31,  2.61it/s]

train:   3%|▎         | 90/3515 [00:42<21:52,  2.61it/s]
overall:  90%|█████████ | 3606/4000 [37:09<02:32,  2.58it/s]

train:   3%|▎         | 91/3515 [00:42<22:05,  2.58it/s]
overall:  90%|█████████ | 3607/4000 [37:09<02:43,  2.40it/s]

train:   3%|▎         | 92/3515 [00:42<23:45,  2.40it/s]
overall:  90%|█████████ | 3608/4000 [37:10<02:38,  2.48it/s]

train:   3%|▎         | 93/3515 [00:43<22:59,  2.48it/s]
overall:  90%|█████████ | 3609/4000 [37:10<02:55,  2.23it/s]

train:   3%|▎         | 94/3515 [00:43<25:34,  2.23it/s]
overall:  90%|█████████ | 3610/4000 [37:11<02:59,  2.18it/s]

train:   3%|▎         | 95/3515 [00:44<26:12,  2.18it/s]
overall:  90%|█████████ | 3611/4000 [37:11<03:04,  2.11it/s]

train:   3%|▎         | 96/3515 [00:44<26:57,  2.11it/s]
overall:  90%|█████████ | 3612/4000 [37:12<03:14,  2.00it/s]

train:   3%|▎         | 97/3515 [00:45<28:32,  2.00it/s]
overall:  90%|█████████ | 3613/4000 [37:12<03:09,  2.04it/s]

train:   3%|▎         | 98/3515 [00:45<27:55,  2.04it/s]
overall:  90%|█████████ | 3614/4000 [37:13<03:08,  2.04it/s]

train:   3%|▎         | 99/3515 [00:46<27:52,  2.04it/s]
overall:  90%|█████████ | 3615/4000 [37:13<03:11,  2.01it/s]

train:   3%|▎         | 100/3515 [00:46<28:18,  2.01it/s]
overall:  90%|█████████ | 3616/4000 [37:14<03:13,  1.98it/s]

train:   3%|▎         | 101/3515 [00:47<28:43,  1.98it/s]
overall:  90%|█████████ | 3617/4000 [37:14<03:11,  2.00it/s]

train:   3%|▎         | 102/3515 [00:47<28:26,  2.00it/s]
overall:  90%|█████████ | 3618/4000 [37:15<03:14,  1.97it/s]

train:   3%|▎         | 103/3515 [00:48<28:53,  1.97it/s]
overall:  90%|█████████ | 3619/4000 [37:15<03:13,  1.97it/s]

train:   3%|▎         | 104/3515 [00:48<28:48,  1.97it/s]
overall:  90%|█████████ | 3620/4000 [37:16<03:13,  1.97it/s]

train:   3%|▎         | 105/3515 [00:49<28:52,  1.97it/s]
overall:  91%|█████████ | 3621/4000 [37:16<03:22,  1.87it/s]

train:   3%|▎         | 106/3515 [00:49<30:19,  1.87it/s]
overall:  91%|█████████ | 3622/4000 [37:17<03:16,  1.93it/s]

train:   3%|▎         | 107/3515 [00:50<29:28,  1.93it/s]
overall:  91%|█████████ | 3623/4000 [37:17<03:12,  1.96it/s]

train:   3%|▎         | 108/3515 [00:50<29:01,  1.96it/s]
overall:  91%|█████████ | 3624/4000 [37:18<03:24,  1.84it/s]

train:   3%|▎         | 109/3515 [00:51<30:54,  1.84it/s]
overall:  91%|█████████ | 3625/4000 [37:18<03:22,  1.86it/s]

train:   3%|▎         | 110/3515 [00:52<30:35,  1.86it/s]
overall:  91%|█████████ | 3626/4000 [37:19<03:09,  1.97it/s]

train:   3%|▎         | 111/3515 [00:52<28:47,  1.97it/s]
overall:  91%|█████████ | 3627/4000 [37:19<03:10,  1.96it/s]

train:   3%|▎         | 112/3515 [00:53<28:54,  1.96it/s]
overall:  91%|█████████ | 3628/4000 [37:20<02:33,  2.42it/s]

train:   3%|▎         | 113/3515 [00:53<23:22,  2.42it/s]
overall:  91%|█████████ | 3629/4000 [37:20<02:42,  2.28it/s]

train:   3%|▎         | 114/3515 [00:53<24:50,  2.28it/s]
overall:  91%|█████████ | 3630/4000 [37:21<02:50,  2.17it/s]

train:   3%|▎         | 115/3515 [00:54<26:03,  2.17it/s]
overall:  91%|█████████ | 3631/4000 [37:21<02:46,  2.21it/s]

train:   3%|▎         | 116/3515 [00:54<25:35,  2.21it/s]
overall:  91%|█████████ | 3632/4000 [37:21<02:50,  2.15it/s]

train:   3%|▎         | 117/3515 [00:55<26:18,  2.15it/s]
overall:  91%|█████████ | 3633/4000 [37:22<03:06,  1.96it/s]

train:   3%|▎         | 118/3515 [00:55<28:49,  1.96it/s]
overall:  91%|█████████ | 3634/4000 [37:23<03:07,  1.96it/s]

train:   3%|▎         | 119/3515 [00:56<28:56,  1.96it/s]
overall:  91%|█████████ | 3635/4000 [37:23<03:04,  1.97it/s]

train:   3%|▎         | 120/3515 [00:56<28:40,  1.97it/s]
overall:  91%|█████████ | 3636/4000 [37:24<03:13,  1.88it/s]

train:   3%|▎         | 121/3515 [00:57<30:06,  1.88it/s]
overall:  91%|█████████ | 3637/4000 [37:24<03:12,  1.88it/s]

train:   3%|▎         | 122/3515 [00:57<30:01,  1.88it/s]
overall:  91%|█████████ | 3638/4000 [37:25<03:07,  1.93it/s]

train:   3%|▎         | 123/3515 [00:58<29:13,  1.93it/s]
overall:  91%|█████████ | 3639/4000 [37:25<03:06,  1.93it/s]

train:   4%|▎         | 124/3515 [00:58<29:15,  1.93it/s]
overall:  91%|█████████ | 3640/4000 [37:26<03:05,  1.94it/s]

train:   4%|▎         | 125/3515 [00:59<29:06,  1.94it/s]
overall:  91%|█████████ | 3641/4000 [37:26<03:04,  1.95it/s]

train:   4%|▎         | 126/3515 [00:59<29:01,  1.95it/s]
overall:  91%|█████████ | 3642/4000 [37:27<03:03,  1.95it/s]

train:   4%|▎         | 127/3515 [01:00<28:56,  1.95it/s]
overall:  91%|█████████ | 3643/4000 [37:27<03:01,  1.96it/s]

train:   4%|▎         | 128/3515 [01:00<28:44,  1.96it/s]
overall:  91%|█████████ | 3644/4000 [37:28<02:59,  1.98it/s]

train:   4%|▎         | 129/3515 [01:01<28:27,  1.98it/s]
overall:  91%|█████████ | 3645/4000 [37:28<03:06,  1.90it/s]

train:   4%|▎         | 130/3515 [01:02<29:41,  1.90it/s]
overall:  91%|█████████ | 3646/4000 [37:29<03:06,  1.90it/s]

train:   4%|▎         | 131/3515 [01:02<29:45,  1.90it/s]
overall:  91%|█████████ | 3647/4000 [37:29<02:43,  2.16it/s]

train:   4%|▍         | 132/3515 [01:02<26:06,  2.16it/s]
overall:  91%|█████████ | 3648/4000 [37:30<02:35,  2.26it/s]

train:   4%|▍         | 133/3515 [01:03<24:53,  2.26it/s]
overall:  91%|█████████ | 3649/4000 [37:30<02:39,  2.20it/s]

train:   4%|▍         | 134/3515 [01:03<25:39,  2.20it/s]
overall:  91%|█████████▏| 3650/4000 [37:30<02:29,  2.34it/s]

train:   4%|▍         | 135/3515 [01:04<24:04,  2.34it/s]
overall:  91%|█████████▏| 3651/4000 [37:31<02:13,  2.61it/s]

train:   4%|▍         | 136/3515 [01:04<21:33,  2.61it/s]
overall:  91%|█████████▏| 3652/4000 [37:31<02:24,  2.40it/s]

train:   4%|▍         | 137/3515 [01:04<23:27,  2.40it/s]
overall:  91%|█████████▏| 3653/4000 [37:32<02:36,  2.22it/s]

train:   4%|▍         | 138/3515 [01:05<25:21,  2.22it/s]
overall:  91%|█████████▏| 3655/4000 [37:32<02:12,  2.61it/s]

train:   4%|▍         | 140/3515 [01:06<21:32,  2.61it/s]
overall:  91%|█████████▏| 3656/4000 [37:33<02:24,  2.38it/s]

train:   4%|▍         | 141/3515 [01:06<23:36,  2.38it/s]
overall:  91%|█████████▏| 3657/4000 [37:33<02:42,  2.11it/s]

train:   4%|▍         | 142/3515 [01:07<26:40,  2.11it/s]
overall:  91%|█████████▏| 3658/4000 [37:34<02:44,  2.08it/s]

train:   4%|▍         | 143/3515 [01:07<27:03,  2.08it/s]
overall:  91%|█████████▏| 3659/4000 [37:34<02:44,  2.08it/s]

train:   4%|▍         | 144/3515 [01:08<27:03,  2.08it/s]
overall:  92%|█████████▏| 3660/4000 [37:35<02:48,  2.02it/s]

train:   4%|▍         | 145/3515 [01:08<27:49,  2.02it/s]
overall:  92%|█████████▏| 3661/4000 [37:35<02:47,  2.03it/s]

train:   4%|▍         | 146/3515 [01:09<27:42,  2.03it/s]
overall:  92%|█████████▏| 3662/4000 [37:36<02:47,  2.02it/s]

train:   4%|▍         | 147/3515 [01:09<27:50,  2.02it/s]
overall:  92%|█████████▏| 3663/4000 [37:36<02:11,  2.57it/s]

train:   4%|▍         | 148/3515 [01:09<21:52,  2.57it/s]
overall:  92%|█████████▏| 3664/4000 [37:37<02:25,  2.31it/s]

train:   4%|▍         | 149/3515 [01:10<24:19,  2.31it/s]
overall:  92%|█████████▏| 3665/4000 [37:37<02:34,  2.17it/s]

train:   4%|▍         | 150/3515 [01:10<25:47,  2.17it/s]
overall:  92%|█████████▏| 3666/4000 [37:38<02:37,  2.12it/s]

train:   4%|▍         | 151/3515 [01:11<26:25,  2.12it/s]
overall:  92%|█████████▏| 3667/4000 [37:38<02:07,  2.61it/s]

train:   4%|▍         | 152/3515 [01:11<21:27,  2.61it/s]
overall:  92%|█████████▏| 3669/4000 [37:39<01:58,  2.79it/s]

train:   4%|▍         | 154/3515 [01:12<20:05,  2.79it/s]
overall:  92%|█████████▏| 3670/4000 [37:39<02:12,  2.50it/s]

train:   4%|▍         | 155/3515 [01:12<22:25,  2.50it/s]
overall:  92%|█████████▏| 3671/4000 [37:40<02:20,  2.35it/s]

train:   4%|▍         | 156/3515 [01:13<23:51,  2.35it/s]
overall:  92%|█████████▏| 3672/4000 [37:40<02:35,  2.11it/s]

train:   4%|▍         | 157/3515 [01:13<26:28,  2.11it/s]
overall:  92%|█████████▏| 3673/4000 [37:40<02:03,  2.66it/s]

train:   4%|▍         | 158/3515 [01:13<21:03,  2.66it/s]
overall:  92%|█████████▏| 3674/4000 [37:41<02:14,  2.42it/s]

train:   5%|▍         | 159/3515 [01:14<23:05,  2.42it/s]
overall:  92%|█████████▏| 3675/4000 [37:41<02:23,  2.26it/s]

train:   5%|▍         | 160/3515 [01:15<24:44,  2.26it/s]
overall:  92%|█████████▏| 3676/4000 [37:42<02:29,  2.17it/s]

train:   5%|▍         | 161/3515 [01:15<25:43,  2.17it/s]
overall:  92%|█████████▏| 3677/4000 [37:42<02:28,  2.17it/s]

train:   5%|▍         | 162/3515 [01:15<25:41,  2.17it/s]
overall:  92%|█████████▏| 3678/4000 [37:43<02:32,  2.11it/s]

train:   5%|▍         | 163/3515 [01:16<26:29,  2.11it/s]
overall:  92%|█████████▏| 3679/4000 [37:43<02:35,  2.07it/s]

train:   5%|▍         | 164/3515 [01:16<27:02,  2.07it/s]
overall:  92%|█████████▏| 3680/4000 [37:44<02:36,  2.04it/s]

train:   5%|▍         | 165/3515 [01:17<27:22,  2.04it/s]
overall:  92%|█████████▏| 3681/4000 [37:44<02:50,  1.88it/s]

train:   5%|▍         | 166/3515 [01:18<29:46,  1.88it/s]
overall:  92%|█████████▏| 3682/4000 [37:45<02:16,  2.33it/s]

train:   5%|▍         | 167/3515 [01:18<23:54,  2.33it/s]
overall:  92%|█████████▏| 3683/4000 [37:45<02:21,  2.24it/s]

train:   5%|▍         | 168/3515 [01:18<24:54,  2.24it/s]
overall:  92%|█████████▏| 3684/4000 [37:46<02:33,  2.06it/s]

train:   5%|▍         | 169/3515 [01:19<27:06,  2.06it/s]
overall:  92%|█████████▏| 3685/4000 [37:46<02:29,  2.10it/s]

train:   5%|▍         | 170/3515 [01:19<26:32,  2.10it/s]
overall:  92%|█████████▏| 3686/4000 [37:47<02:30,  2.09it/s]

train:   5%|▍         | 171/3515 [01:20<26:41,  2.09it/s]
overall:  92%|█████████▏| 3687/4000 [37:47<02:19,  2.24it/s]

train:   5%|▍         | 172/3515 [01:20<24:51,  2.24it/s]
overall:  92%|█████████▏| 3688/4000 [37:47<02:17,  2.27it/s]

train:   5%|▍         | 173/3515 [01:21<24:35,  2.27it/s]
overall:  92%|█████████▏| 3689/4000 [37:48<02:23,  2.16it/s]

train:   5%|▍         | 174/3515 [01:21<25:43,  2.16it/s]
overall:  92%|█████████▏| 3690/4000 [37:48<02:28,  2.09it/s]

train:   5%|▍         | 175/3515 [01:22<26:41,  2.09it/s]
overall:  92%|█████████▏| 3691/4000 [37:49<02:32,  2.03it/s]

train:   5%|▌         | 176/3515 [01:22<27:26,  2.03it/s]
overall:  92%|█████████▏| 3692/4000 [37:49<02:33,  2.01it/s]

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train:   6%|▌         | 213/3515 [01:39<27:17,  2.02it/s]
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train:  14%|█▍        | 484/3515 [03:50<24:04,  2.10it/s]train loss: 1.9575046300888062
train per: 0.5723717870629796
train loss: 1.9280751943588257
train per: 0.5723479223086106
train loss: 1.8877251148223877
train per: 0.5665555074714252
train loss: 1.942689299583435
train per: 0.5693380614657211
train loss: 1.9143778085708618
train per: 0.5666759641960596
train loss: 1.922734022140503
train per: 0.5658926267738414
train loss: 1.887750267982483
train per: 0.5648192771084337
train loss: 1.9110450744628906
train per: 0.5698861606003369
train loss: 1.9237425327301025
train per: 0.5726513144487467
train loss: 1.9129003286361694
train per: 0.56585265114358
train loss: 1.9430444240570068
train per: 0.5714322896332734
train loss: 1.9457671642303467
train per: 0.5722222222222222
train loss: 1.8906958103179932
train per: 0.5605293005671077
train loss: 1.9312160015106201
train per: 0.5689785690046726
train loss: 1.9619901180267334
train per: 0.5781760213920243
train loss: 1.900008201599121
train per: 0.5617081778251708
train loss: 1.9278841018676758
train per: 0.5728289246835131
train loss: 1.8998298645019531
train per: 0.5630793364072824
train loss: 1.9317556619644165
train per: 0.5682883505205506
train loss: 1.891817331314087
train per: 0.5611870545624489
train loss: 1.905747413635254
train per: 0.5662901912901913
train loss: 1.9115028381347656
train per: 0.5665343039929407
train loss: 1.9365949630737305
train per: 0.567860632492076
train loss: 1.9057037830352783
train per: 0.5649922194125656
train loss: 1.9260036945343018
train per: 0.5685837420121861
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  12%|█▏        | 312/2703 [00:00<00:00, 2929.88it/s]


word -> phonemes:  26%|██▌       | 702/2703 [00:00<00:00, 3483.73it/s]


word -> phonemes:  39%|███▉      | 1052/2703 [00:00<00:00, 3021.72it/s]


word -> phonemes:  50%|█████     | 1361/2703 [00:00<00:00, 2911.63it/s]


word -> phonemes:  61%|██████▏   | 1656/2703 [00:00<00:00, 2378.11it/s]


word -> phonemes:  71%|███████   | 1908/2703 [00:00<00:00, 2402.16it/s]


word -> phonemes:  81%|████████▏ | 2198/2703 [00:00<00:00, 2461.97it/s]


word -> phonemes:  95%|█████████▍| 2556/2703 [00:00<00:00, 2774.53it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2579.16it/s]



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dev: 100%|██████████| 2703/2703 [02:45<00:00, 16.29it/s]

                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [43:06<00:00,  2.10it/s]

train:  14%|█▍        | 484/3515 [06:39<24:04,  2.10it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [43:06<00:00,  2.10it/s]

train:  14%|█▍        | 484/3515 [06:39<24:04,  2.10it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [43:06<00:00,  2.10it/s]

train:  14%|█▍        | 484/3515 [06:39<24:04,  2.10it/s]
overall: 100%|██████████| 4000/4000 [43:06<00:00, 50.99s/it]

train:  14%|█▍        | 485/3515 [06:39<42:55:04, 50.99s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [06:39<41:38,  1.21it/s]   

overall: 100%|██████████| 4000/4000 [43:06<00:00,  1.55it/s]
dev loss: 2.175156354904175
dev per: 0.6067481789802289
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
2. result/downstream/grid/states-4000.ckpt