/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.original0', 'encoder.pos_conv_embed.conv.parametrizations.weight.original1']
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:   7%|▋         | 261/3515 [00:00<00:01, 2609.21it/s]

word -> phonemes:  15%|█▍        | 522/3515 [00:00<00:01, 2460.85it/s]

word -> phonemes:  22%|██▏       | 782/3515 [00:00<00:01, 2519.74it/s]

word -> phonemes:  30%|██▉       | 1043/3515 [00:00<00:00, 2552.76it/s]

word -> phonemes:  41%|████      | 1436/3515 [00:00<00:00, 3041.81it/s]

word -> phonemes:  51%|█████     | 1788/3515 [00:00<00:00, 3184.91it/s]

word -> phonemes:  63%|██████▎   | 2203/3515 [00:00<00:00, 3495.90it/s]

word -> phonemes:  73%|███████▎  | 2554/3515 [00:00<00:00, 3253.46it/s]

word -> phonemes:  82%|████████▏ | 2883/3515 [00:00<00:00, 3178.42it/s]

word -> phonemes:  91%|█████████ | 3204/3515 [00:01<00:00, 3162.39it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 3064.75it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<4:00:07,  3.60s/it]

train:   0%|          | 1/3515 [00:01<1:17:34,  1.32s/it]
overall:   0%|          | 2/4000 [00:04<2:04:05,  1.86s/it]

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overall:   0%|          | 3/4000 [00:04<1:22:29,  1.24s/it]

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overall:   0%|          | 5/4000 [00:05<51:40,  1.29it/s]  

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overall:   0%|          | 7/4000 [00:06<40:53,  1.63it/s]

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overall:   0%|          | 8/4000 [00:07<37:25,  1.78it/s]

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overall:   0%|          | 9/4000 [00:07<36:50,  1.81it/s]

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overall:   0%|          | 11/4000 [00:08<34:52,  1.91it/s]

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overall:   0%|          | 15/4000 [00:10<27:26,  2.42it/s]

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overall:   0%|          | 16/4000 [00:10<29:19,  2.26it/s]

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overall:   0%|          | 17/4000 [00:11<29:48,  2.23it/s]

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overall:   0%|          | 20/4000 [00:12<26:44,  2.48it/s]

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overall:   1%|          | 21/4000 [00:12<26:44,  2.48it/s]

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overall:   1%|          | 22/4000 [00:13<24:45,  2.68it/s]

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overall:   1%|          | 23/4000 [00:13<27:10,  2.44it/s]

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overall:   1%|          | 25/4000 [00:13<17:28,  3.79it/s]

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overall:   1%|          | 28/4000 [00:15<27:54,  2.37it/s]

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overall:   1%|          | 29/4000 [00:15<28:03,  2.36it/s]

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overall:   1%|          | 30/4000 [00:16<28:56,  2.29it/s]

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overall:   1%|          | 31/4000 [00:16<26:35,  2.49it/s]

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overall:   1%|          | 32/4000 [00:17<28:22,  2.33it/s]

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overall:   1%|          | 33/4000 [00:18<41:08,  1.61it/s]

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overall:   1%|          | 36/4000 [00:19<30:56,  2.14it/s]

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overall:   1%|          | 37/4000 [00:19<31:24,  2.10it/s]

train:   1%|          | 37/3515 [00:17<27:33,  2.10it/s]
overall:   1%|          | 38/4000 [00:20<31:27,  2.10it/s]

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overall:   1%|          | 39/4000 [00:20<31:11,  2.12it/s]

train:   1%|          | 39/3515 [00:18<27:21,  2.12it/s]
overall:   1%|          | 40/4000 [00:21<30:19,  2.18it/s]

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overall:   1%|          | 41/4000 [00:21<30:21,  2.17it/s]

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overall:   1%|          | 43/4000 [00:22<24:00,  2.75it/s]

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overall:   1%|          | 47/4000 [00:24<28:10,  2.34it/s]

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overall:   1%|          | 49/4000 [00:25<29:44,  2.21it/s]

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overall:   1%|▏         | 50/4000 [00:25<30:02,  2.19it/s]

train:   1%|▏         | 50/3515 [00:23<26:20,  2.19it/s]
overall:   1%|▏         | 51/4000 [00:25<29:14,  2.25it/s]

train:   1%|▏         | 51/3515 [00:23<25:39,  2.25it/s]
overall:   1%|▏         | 52/4000 [00:26<29:28,  2.23it/s]

train:   1%|▏         | 52/3515 [00:24<25:51,  2.23it/s]
overall:   1%|▏         | 53/4000 [00:26<30:27,  2.16it/s]

train:   2%|▏         | 53/3515 [00:24<26:42,  2.16it/s]
overall:   1%|▏         | 54/4000 [00:27<30:15,  2.17it/s]

train:   2%|▏         | 54/3515 [00:25<26:32,  2.17it/s]
overall:   1%|▏         | 55/4000 [00:27<28:06,  2.34it/s]

train:   2%|▏         | 55/3515 [00:25<24:39,  2.34it/s]
overall:   1%|▏         | 56/4000 [00:28<26:59,  2.44it/s]

train:   2%|▏         | 56/3515 [00:25<23:40,  2.44it/s]
overall:   1%|▏         | 57/4000 [00:28<31:38,  2.08it/s]

train:   2%|▏         | 57/3515 [00:26<27:44,  2.08it/s]
overall:   1%|▏         | 58/4000 [00:29<31:46,  2.07it/s]

train:   2%|▏         | 58/3515 [00:26<27:52,  2.07it/s]
overall:   1%|▏         | 59/4000 [00:29<31:25,  2.09it/s]

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overall:   2%|▏         | 60/4000 [00:30<31:32,  2.08it/s]

train:   2%|▏         | 60/3515 [00:27<27:39,  2.08it/s]
overall:   2%|▏         | 61/4000 [00:30<31:50,  2.06it/s]

train:   2%|▏         | 61/3515 [00:28<27:55,  2.06it/s]
overall:   2%|▏         | 62/4000 [00:31<31:18,  2.10it/s]

train:   2%|▏         | 62/3515 [00:28<27:27,  2.10it/s]
overall:   2%|▏         | 63/4000 [00:31<31:00,  2.12it/s]

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overall:   2%|▏         | 64/4000 [00:31<30:14,  2.17it/s]

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overall:   2%|▏         | 65/4000 [00:32<30:45,  2.13it/s]

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overall:   2%|▏         | 66/4000 [00:32<29:35,  2.22it/s]

train:   2%|▏         | 66/3515 [00:30<25:56,  2.22it/s]
overall:   2%|▏         | 67/4000 [00:33<29:11,  2.25it/s]

train:   2%|▏         | 67/3515 [00:31<25:35,  2.25it/s]
overall:   2%|▏         | 68/4000 [00:33<29:21,  2.23it/s]

train:   2%|▏         | 68/3515 [00:31<25:44,  2.23it/s]
overall:   2%|▏         | 69/4000 [00:34<29:48,  2.20it/s]

train:   2%|▏         | 69/3515 [00:31<26:07,  2.20it/s]
overall:   2%|▏         | 70/4000 [00:34<28:53,  2.27it/s]

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overall:   2%|▏         | 72/4000 [00:35<25:40,  2.55it/s]

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overall:   2%|▏         | 73/4000 [00:35<27:07,  2.41it/s]

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overall:   2%|▏         | 75/4000 [00:36<28:34,  2.29it/s]

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overall:   2%|▏         | 76/4000 [00:37<29:27,  2.22it/s]

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overall:   2%|▏         | 77/4000 [00:37<30:54,  2.12it/s]

train:   2%|▏         | 77/3515 [00:35<27:05,  2.12it/s]
overall:   2%|▏         | 78/4000 [00:37<25:10,  2.60it/s]

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train:   4%|▍         | 144/3515 [01:05<21:05,  2.66it/s]
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train:   4%|▍         | 150/3515 [01:08<25:37,  2.19it/s]
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train:   4%|▍         | 152/3515 [01:09<26:22,  2.13it/s]
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train:   4%|▍         | 153/3515 [01:10<32:09,  1.74it/s]
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train:   4%|▍         | 155/3515 [01:11<29:10,  1.92it/s]
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train:   4%|▍         | 156/3515 [01:11<28:29,  1.96it/s]
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train:   4%|▍         | 157/3515 [01:12<27:46,  2.02it/s]
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train:   5%|▍         | 159/3515 [01:13<27:37,  2.03it/s]
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train:   5%|▍         | 160/3515 [01:13<23:02,  2.43it/s]
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train:   5%|▍         | 165/3515 [01:15<25:59,  2.15it/s]
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train:   5%|▍         | 166/3515 [01:16<25:53,  2.16it/s]
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train:   5%|▍         | 167/3515 [01:16<22:11,  2.51it/s]
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train:   5%|▍         | 168/3515 [01:17<24:00,  2.32it/s]
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train:   5%|▍         | 171/3515 [01:18<27:11,  2.05it/s]
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train:   5%|▍         | 172/3515 [01:19<27:19,  2.04it/s]
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train:   5%|▍         | 173/3515 [01:19<23:32,  2.37it/s]
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train:   5%|▍         | 174/3515 [01:19<24:41,  2.26it/s]
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train:   5%|▍         | 175/3515 [01:20<25:42,  2.16it/s]
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train:   5%|▌         | 176/3515 [01:20<26:12,  2.12it/s]
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train:   5%|▌         | 177/3515 [01:21<29:07,  1.91it/s]
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train:   5%|▌         | 178/3515 [01:22<28:20,  1.96it/s]
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train:   5%|▌         | 179/3515 [01:22<27:33,  2.02it/s]
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train:   5%|▌         | 180/3515 [01:23<27:47,  2.00it/s]
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train:   5%|▌         | 181/3515 [01:23<27:32,  2.02it/s]
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train:   5%|▌         | 182/3515 [01:24<27:43,  2.00it/s]
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train:   5%|▌         | 183/3515 [01:24<28:05,  1.98it/s]
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train:   5%|▌         | 184/3515 [01:24<26:51,  2.07it/s]
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train:   5%|▌         | 185/3515 [01:25<25:56,  2.14it/s]
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train:   5%|▌         | 187/3515 [01:26<24:25,  2.27it/s]
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train:   5%|▌         | 191/3515 [01:27<23:26,  2.36it/s]
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train:   6%|▋         | 220/3515 [01:41<25:21,  2.17it/s]
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train:   6%|▋         | 224/3515 [01:43<25:09,  2.18it/s]
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overall:   6%|▌         | 248/4000 [01:56<29:13,  2.14it/s]

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overall:   6%|▌         | 249/4000 [01:56<30:44,  2.03it/s]

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overall:   6%|▋         | 250/4000 [01:57<30:39,  2.04it/s]

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overall:   6%|▋         | 260/4000 [02:02<30:46,  2.03it/s]

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train:   8%|▊         | 264/3515 [02:01<26:20,  2.06it/s]
overall:   7%|▋         | 265/4000 [02:04<33:00,  1.89it/s]

train:   8%|▊         | 265/3515 [02:02<28:43,  1.89it/s]
overall:   7%|▋         | 266/4000 [02:05<32:03,  1.94it/s]

train:   8%|▊         | 266/3515 [02:02<27:53,  1.94it/s]
overall:   7%|▋         | 267/4000 [02:05<31:08,  2.00it/s]

train:   8%|▊         | 267/3515 [02:03<27:05,  2.00it/s]
overall:   7%|▋         | 268/4000 [02:06<29:41,  2.09it/s]

train:   8%|▊         | 268/3515 [02:03<25:50,  2.09it/s]
overall:   7%|▋         | 269/4000 [02:06<27:54,  2.23it/s]

train:   8%|▊         | 269/3515 [02:04<24:17,  2.23it/s]
overall:   7%|▋         | 270/4000 [02:06<27:23,  2.27it/s]

train:   8%|▊         | 270/3515 [02:04<23:49,  2.27it/s]
overall:   7%|▋         | 271/4000 [02:07<28:30,  2.18it/s]

train:   8%|▊         | 271/3515 [02:05<24:47,  2.18it/s]
overall:   7%|▋         | 272/4000 [02:07<29:15,  2.12it/s]

train:   8%|▊         | 272/3515 [02:05<25:27,  2.12it/s]
overall:   7%|▋         | 273/4000 [02:08<31:28,  1.97it/s]

train:   8%|▊         | 273/3515 [02:06<27:22,  1.97it/s]
overall:   7%|▋         | 274/4000 [02:09<31:03,  2.00it/s]

train:   8%|▊         | 274/3515 [02:06<27:01,  2.00it/s]
overall:   7%|▋         | 275/4000 [02:09<30:51,  2.01it/s]

train:   8%|▊         | 275/3515 [02:07<26:50,  2.01it/s]
overall:   7%|▋         | 276/4000 [02:10<30:47,  2.02it/s]

train:   8%|▊         | 276/3515 [02:07<26:46,  2.02it/s]
overall:   7%|▋         | 277/4000 [02:10<29:46,  2.08it/s]

train:   8%|▊         | 277/3515 [02:08<25:53,  2.08it/s]
overall:   7%|▋         | 278/4000 [02:10<28:43,  2.16it/s]

train:   8%|▊         | 278/3515 [02:08<24:59,  2.16it/s]
overall:   7%|▋         | 279/4000 [02:11<28:55,  2.14it/s]

train:   8%|▊         | 279/3515 [02:09<25:09,  2.14it/s]
overall:   7%|▋         | 280/4000 [02:11<29:21,  2.11it/s]

train:   8%|▊         | 280/3515 [02:09<25:32,  2.11it/s]
overall:   7%|▋         | 281/4000 [02:12<29:41,  2.09it/s]

train:   8%|▊         | 281/3515 [02:10<25:48,  2.09it/s]
overall:   7%|▋         | 282/4000 [02:12<28:44,  2.16it/s]

train:   8%|▊         | 282/3515 [02:10<24:59,  2.16it/s]
overall:   7%|▋         | 283/4000 [02:13<25:37,  2.42it/s]

train:   8%|▊         | 283/3515 [02:10<22:17,  2.42it/s]
overall:   7%|▋         | 284/4000 [02:13<27:04,  2.29it/s]

train:   8%|▊         | 284/3515 [02:11<23:32,  2.29it/s]
overall:   7%|▋         | 285/4000 [02:14<27:54,  2.22it/s]

train:   8%|▊         | 285/3515 [02:11<24:15,  2.22it/s]
overall:   7%|▋         | 286/4000 [02:14<28:28,  2.17it/s]

train:   8%|▊         | 286/3515 [02:12<24:45,  2.17it/s]
overall:   7%|▋         | 287/4000 [02:14<27:22,  2.26it/s]

train:   8%|▊         | 287/3515 [02:12<23:47,  2.26it/s]
overall:   7%|▋         | 288/4000 [02:15<26:50,  2.31it/s]

train:   8%|▊         | 288/3515 [02:13<23:19,  2.31it/s]
overall:   7%|▋         | 289/4000 [02:16<31:27,  1.97it/s]

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overall:   7%|▋         | 290/4000 [02:16<31:23,  1.97it/s]

train:   8%|▊         | 290/3515 [02:14<27:17,  1.97it/s]
overall:   7%|▋         | 291/4000 [02:16<30:47,  2.01it/s]

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overall:   7%|▋         | 292/4000 [02:17<30:14,  2.04it/s]

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overall:   7%|▋         | 293/4000 [02:17<29:23,  2.10it/s]

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overall:   7%|▋         | 297/4000 [02:20<32:43,  1.89it/s]

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overall:   7%|▋         | 298/4000 [02:20<32:17,  1.91it/s]

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overall:   7%|▋         | 299/4000 [02:20<29:30,  2.09it/s]

train:   9%|▊         | 299/3515 [02:18<25:38,  2.09it/s]
overall:   8%|▊         | 300/4000 [02:21<30:14,  2.04it/s]

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overall:   8%|▊         | 301/4000 [02:21<29:18,  2.10it/s]

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overall:  12%|█▏        | 481/4000 [03:44<27:46,  2.11it/s]

train:  14%|█▎        | 481/3515 [03:42<23:56,  2.11it/s]
overall:  12%|█▏        | 482/4000 [03:45<27:43,  2.11it/s]

train:  14%|█▎        | 482/3515 [03:42<23:54,  2.11it/s]
overall:  12%|█▏        | 483/4000 [03:45<27:17,  2.15it/s]

train:  14%|█▎        | 483/3515 [03:43<23:32,  2.15it/s]
overall:  12%|█▏        | 484/4000 [03:45<22:05,  2.65it/s]

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overall:  12%|█▏        | 485/4000 [03:46<24:00,  2.44it/s]

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overall:  12%|█▏        | 486/4000 [03:46<25:06,  2.33it/s]

train:  14%|█▍        | 486/3515 [03:44<21:38,  2.33it/s]
overall:  12%|█▏        | 487/4000 [03:47<26:06,  2.24it/s]

train:  14%|█▍        | 487/3515 [03:45<22:30,  2.24it/s]
overall:  12%|█▏        | 488/4000 [03:47<28:49,  2.03it/s]

train:  14%|█▍        | 488/3515 [03:45<24:50,  2.03it/s]
overall:  12%|█▏        | 489/4000 [03:48<29:17,  2.00it/s]

train:  14%|█▍        | 489/3515 [03:46<25:14,  2.00it/s]
overall:  12%|█▏        | 490/4000 [03:48<27:43,  2.11it/s]

train:  14%|█▍        | 490/3515 [03:46<23:53,  2.11it/s]
overall:  12%|█▏        | 491/4000 [03:49<24:06,  2.43it/s]

train:  14%|█▍        | 491/3515 [03:46<20:46,  2.43it/s]
overall:  12%|█▏        | 492/4000 [03:49<19:34,  2.99it/s]

train:  14%|█▍        | 492/3515 [03:46<16:52,  2.99it/s]
overall:  12%|█▏        | 493/4000 [03:49<22:04,  2.65it/s]

train:  14%|█▍        | 493/3515 [03:47<19:01,  2.65it/s]
overall:  12%|█▏        | 494/4000 [03:50<23:45,  2.46it/s]

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overall:  12%|█▏        | 495/4000 [03:50<24:56,  2.34it/s]

train:  14%|█▍        | 495/3515 [03:48<21:29,  2.34it/s]
overall:  12%|█▏        | 496/4000 [03:51<28:47,  2.03it/s]

train:  14%|█▍        | 496/3515 [03:49<24:48,  2.03it/s]
overall:  12%|█▏        | 497/4000 [03:51<26:37,  2.19it/s]

train:  14%|█▍        | 497/3515 [03:49<22:56,  2.19it/s]
overall:  12%|█▏        | 498/4000 [03:52<27:12,  2.15it/s]

train:  14%|█▍        | 498/3515 [03:49<23:26,  2.15it/s]
overall:  12%|█▏        | 499/4000 [03:52<23:01,  2.53it/s]

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overall:  12%|█▎        | 500/4000 [03:52<24:50,  2.35it/s]

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overall:  13%|█▎        | 501/4000 [03:53<25:57,  2.25it/s]

train:  14%|█▍        | 501/3515 [03:51<22:22,  2.25it/s]
overall:  13%|█▎        | 502/4000 [03:53<26:08,  2.23it/s]

train:  14%|█▍        | 502/3515 [03:51<22:30,  2.23it/s]
overall:  13%|█▎        | 503/4000 [03:54<25:59,  2.24it/s]

train:  14%|█▍        | 503/3515 [03:52<22:23,  2.24it/s]
overall:  13%|█▎        | 504/4000 [03:54<26:32,  2.20it/s]

train:  14%|█▍        | 504/3515 [03:52<22:51,  2.20it/s]
overall:  13%|█▎        | 505/4000 [03:55<26:58,  2.16it/s]

train:  14%|█▍        | 505/3515 [03:52<23:13,  2.16it/s]
overall:  13%|█▎        | 506/4000 [03:55<24:11,  2.41it/s]

train:  14%|█▍        | 506/3515 [03:53<20:50,  2.41it/s]
overall:  13%|█▎        | 507/4000 [03:55<24:31,  2.37it/s]

train:  14%|█▍        | 507/3515 [03:53<21:07,  2.37it/s]
overall:  13%|█▎        | 508/4000 [03:56<25:53,  2.25it/s]

train:  14%|█▍        | 508/3515 [03:54<22:18,  2.25it/s]
overall:  13%|█▎        | 509/4000 [03:56<26:56,  2.16it/s]

train:  14%|█▍        | 509/3515 [03:54<23:12,  2.16it/s]
overall:  13%|█▎        | 510/4000 [03:57<27:22,  2.13it/s]

train:  15%|█▍        | 510/3515 [03:55<23:33,  2.13it/s]
overall:  13%|█▎        | 511/4000 [03:57<28:03,  2.07it/s]

train:  15%|█▍        | 511/3515 [03:55<24:09,  2.07it/s]
overall:  13%|█▎        | 512/4000 [03:58<30:09,  1.93it/s]

train:  15%|█▍        | 512/3515 [03:56<25:57,  1.93it/s]
overall:  13%|█▎        | 513/4000 [03:59<29:08,  1.99it/s]

train:  15%|█▍        | 513/3515 [03:56<25:05,  1.99it/s]
overall:  13%|█▎        | 514/4000 [03:59<26:02,  2.23it/s]

train:  15%|█▍        | 514/3515 [03:57<22:25,  2.23it/s]
overall:  13%|█▎        | 515/4000 [03:59<21:17,  2.73it/s]

train:  15%|█▍        | 515/3515 [03:57<18:19,  2.73it/s]
overall:  13%|█▎        | 516/4000 [04:00<23:35,  2.46it/s]

train:  15%|█▍        | 516/3515 [03:57<20:18,  2.46it/s]
overall:  13%|█▎        | 517/4000 [04:00<25:38,  2.26it/s]

train:  15%|█▍        | 517/3515 [03:58<22:04,  2.26it/s]
overall:  13%|█▎        | 518/4000 [04:01<26:16,  2.21it/s]

train:  15%|█▍        | 518/3515 [03:58<22:37,  2.21it/s]
overall:  13%|█▎        | 519/4000 [04:01<27:12,  2.13it/s]

train:  15%|█▍        | 519/3515 [03:59<23:24,  2.13it/s]
overall:  13%|█▎        | 520/4000 [04:01<26:31,  2.19it/s]

train:  15%|█▍        | 520/3515 [03:59<22:49,  2.19it/s]
overall:  13%|█▎        | 521/4000 [04:02<21:38,  2.68it/s]

train:  15%|█▍        | 521/3515 [03:59<18:37,  2.68it/s]
overall:  13%|█▎        | 522/4000 [04:02<23:55,  2.42it/s]

train:  15%|█▍        | 522/3515 [04:00<20:35,  2.42it/s]
overall:  13%|█▎        | 523/4000 [04:03<25:25,  2.28it/s]

train:  15%|█▍        | 523/3515 [04:00<21:52,  2.28it/s]
overall:  13%|█▎        | 524/4000 [04:03<25:28,  2.27it/s]

train:  15%|█▍        | 524/3515 [04:01<21:55,  2.27it/s]
overall:  13%|█▎        | 525/4000 [04:04<25:34,  2.26it/s]

train:  15%|█▍        | 525/3515 [04:01<22:00,  2.26it/s]
overall:  13%|█▎        | 526/4000 [04:04<25:29,  2.27it/s]

train:  15%|█▍        | 526/3515 [04:02<21:56,  2.27it/s]
overall:  13%|█▎        | 527/4000 [04:05<26:36,  2.18it/s]

train:  15%|█▍        | 527/3515 [04:02<22:53,  2.18it/s]
overall:  13%|█▎        | 528/4000 [04:05<26:59,  2.14it/s]

train:  15%|█▌        | 528/3515 [04:03<23:12,  2.14it/s]
overall:  13%|█▎        | 529/4000 [04:05<27:37,  2.09it/s]

train:  15%|█▌        | 529/3515 [04:03<23:46,  2.09it/s]
overall:  13%|█▎        | 530/4000 [04:06<24:42,  2.34it/s]

train:  15%|█▌        | 530/3515 [04:04<21:15,  2.34it/s]
overall:  13%|█▎        | 531/4000 [04:06<26:12,  2.21it/s]

train:  15%|█▌        | 531/3515 [04:04<22:32,  2.21it/s]
overall:  13%|█▎        | 532/4000 [04:07<27:19,  2.12it/s]

train:  15%|█▌        | 532/3515 [04:05<23:30,  2.12it/s]
overall:  13%|█▎        | 533/4000 [04:07<26:50,  2.15it/s]

train:  15%|█▌        | 533/3515 [04:05<23:04,  2.15it/s]
overall:  13%|█▎        | 534/4000 [04:08<27:19,  2.11it/s]

train:  15%|█▌        | 534/3515 [04:05<23:29,  2.11it/s]
overall:  13%|█▎        | 535/4000 [04:08<28:06,  2.06it/s]

train:  15%|█▌        | 535/3515 [04:06<24:10,  2.06it/s]
overall:  13%|█▎        | 536/4000 [04:09<32:40,  1.77it/s]

train:  15%|█▌        | 536/3515 [04:07<28:05,  1.77it/s]
overall:  13%|█▎        | 537/4000 [04:10<31:46,  1.82it/s]

train:  15%|█▌        | 537/3515 [04:07<27:19,  1.82it/s]
overall:  13%|█▎        | 538/4000 [04:10<25:09,  2.29it/s]

train:  15%|█▌        | 538/3515 [04:07<21:37,  2.29it/s]
overall:  13%|█▎        | 539/4000 [04:10<19:22,  2.98it/s]

train:  15%|█▌        | 539/3515 [04:08<16:39,  2.98it/s]
overall:  14%|█▎        | 540/4000 [04:10<17:32,  3.29it/s]

train:  15%|█▌        | 540/3515 [04:08<15:05,  3.29it/s]
overall:  14%|█▎        | 541/4000 [04:10<14:03,  4.10it/s]

train:  15%|█▌        | 541/3515 [04:08<12:05,  4.10it/s]
overall:  14%|█▎        | 542/4000 [04:11<17:27,  3.30it/s]

train:  15%|█▌        | 542/3515 [04:08<15:00,  3.30it/s]
overall:  14%|█▎        | 543/4000 [04:11<18:36,  3.10it/s]

train:  15%|█▌        | 543/3515 [04:09<16:00,  3.10it/s]
overall:  14%|█▎        | 544/4000 [04:12<22:48,  2.53it/s]

train:  15%|█▌        | 544/3515 [04:09<19:36,  2.53it/s]
overall:  14%|█▎        | 545/4000 [04:12<24:59,  2.30it/s]

train:  16%|█▌        | 545/3515 [04:10<21:28,  2.30it/s]
overall:  14%|█▎        | 546/4000 [04:13<26:05,  2.21it/s]

train:  16%|█▌        | 546/3515 [04:10<22:25,  2.21it/s]
overall:  14%|█▎        | 547/4000 [04:13<26:45,  2.15it/s]

train:  16%|█▌        | 547/3515 [04:11<22:59,  2.15it/s]
overall:  14%|█▎        | 548/4000 [04:13<23:05,  2.49it/s]

train:  16%|█▌        | 548/3515 [04:11<19:51,  2.49it/s]
overall:  14%|█▎        | 549/4000 [04:14<24:47,  2.32it/s]

train:  16%|█▌        | 549/3515 [04:12<21:18,  2.32it/s]
overall:  14%|█▍        | 550/4000 [04:14<26:12,  2.19it/s]

train:  16%|█▌        | 550/3515 [04:12<22:31,  2.19it/s]
overall:  14%|█▍        | 551/4000 [04:15<26:59,  2.13it/s]

train:  16%|█▌        | 551/3515 [04:13<23:11,  2.13it/s]
overall:  14%|█▍        | 552/4000 [04:15<27:27,  2.09it/s]

train:  16%|█▌        | 552/3515 [04:13<23:36,  2.09it/s]
overall:  14%|█▍        | 553/4000 [04:16<26:13,  2.19it/s]

train:  16%|█▌        | 553/3515 [04:13<22:31,  2.19it/s]
overall:  14%|█▍        | 554/4000 [04:16<26:50,  2.14it/s]

train:  16%|█▌        | 554/3515 [04:14<23:04,  2.14it/s]
overall:  14%|█▍        | 555/4000 [04:17<27:02,  2.12it/s]

train:  16%|█▌        | 555/3515 [04:14<23:14,  2.12it/s]
overall:  14%|█▍        | 556/4000 [04:17<27:40,  2.07it/s]

train:  16%|█▌        | 556/3515 [04:15<23:46,  2.07it/s]
overall:  14%|█▍        | 557/4000 [04:18<28:21,  2.02it/s]

train:  16%|█▌        | 557/3515 [04:15<24:21,  2.02it/s]
overall:  14%|█▍        | 558/4000 [04:18<28:10,  2.04it/s]

train:  16%|█▌        | 558/3515 [04:16<24:12,  2.04it/s]
overall:  14%|█▍        | 559/4000 [04:19<25:51,  2.22it/s]

train:  16%|█▌        | 559/3515 [04:16<22:13,  2.22it/s]
overall:  14%|█▍        | 560/4000 [04:19<30:46,  1.86it/s]

train:  16%|█▌        | 560/3515 [04:17<26:26,  1.86it/s]
overall:  14%|█▍        | 561/4000 [04:20<31:06,  1.84it/s]

train:  16%|█▌        | 561/3515 [04:18<26:43,  1.84it/s]
overall:  14%|█▍        | 562/4000 [04:20<30:17,  1.89it/s]

train:  16%|█▌        | 562/3515 [04:18<26:01,  1.89it/s]
overall:  14%|█▍        | 563/4000 [04:21<30:10,  1.90it/s]

train:  16%|█▌        | 563/3515 [04:19<25:54,  1.90it/s]
overall:  14%|█▍        | 564/4000 [04:21<29:47,  1.92it/s]

train:  16%|█▌        | 564/3515 [04:19<25:34,  1.92it/s]
overall:  14%|█▍        | 565/4000 [04:22<29:01,  1.97it/s]

train:  16%|█▌        | 565/3515 [04:20<24:55,  1.97it/s]
overall:  14%|█▍        | 566/4000 [04:22<28:30,  2.01it/s]

train:  16%|█▌        | 566/3515 [04:20<24:29,  2.01it/s]
overall:  14%|█▍        | 567/4000 [04:23<28:03,  2.04it/s]

train:  16%|█▌        | 567/3515 [04:21<24:05,  2.04it/s]
overall:  14%|█▍        | 568/4000 [04:23<23:05,  2.48it/s]

train:  16%|█▌        | 568/3515 [04:21<19:49,  2.48it/s]
overall:  14%|█▍        | 569/4000 [04:24<24:47,  2.31it/s]

train:  16%|█▌        | 569/3515 [04:21<21:16,  2.31it/s]
overall:  14%|█▍        | 570/4000 [04:24<24:58,  2.29it/s]

train:  16%|█▌        | 570/3515 [04:22<21:26,  2.29it/s]
overall:  14%|█▍        | 571/4000 [04:24<26:18,  2.17it/s]

train:  16%|█▌        | 571/3515 [04:22<22:35,  2.17it/s]
overall:  14%|█▍        | 572/4000 [04:25<27:03,  2.11it/s]

train:  16%|█▋        | 572/3515 [04:23<23:13,  2.11it/s]
overall:  14%|█▍        | 573/4000 [04:25<26:31,  2.15it/s]

train:  16%|█▋        | 573/3515 [04:23<22:46,  2.15it/s]
overall:  14%|█▍        | 574/4000 [04:26<20:38,  2.77it/s]

train:  16%|█▋        | 574/3515 [04:23<17:42,  2.77it/s]
overall:  14%|█▍        | 575/4000 [04:26<22:25,  2.55it/s]

train:  16%|█▋        | 575/3515 [04:24<19:15,  2.55it/s]
overall:  14%|█▍        | 576/4000 [04:26<17:51,  3.20it/s]

train:  16%|█▋        | 576/3515 [04:24<15:19,  3.20it/s]
overall:  14%|█▍        | 577/4000 [04:27<20:59,  2.72it/s]

train:  16%|█▋        | 577/3515 [04:24<18:00,  2.72it/s]
overall:  14%|█▍        | 578/4000 [04:27<23:27,  2.43it/s]

train:  16%|█▋        | 578/3515 [04:25<20:08,  2.43it/s]
overall:  14%|█▍        | 579/4000 [04:28<25:02,  2.28it/s]

train:  16%|█▋        | 579/3515 [04:25<21:29,  2.28it/s]
overall:  14%|█▍        | 580/4000 [04:28<25:46,  2.21it/s]

train:  17%|█▋        | 580/3515 [04:26<22:07,  2.21it/s]
overall:  15%|█▍        | 581/4000 [04:29<26:17,  2.17it/s]

train:  17%|█▋        | 581/3515 [04:26<22:34,  2.17it/s]
overall:  15%|█▍        | 582/4000 [04:29<27:01,  2.11it/s]

train:  17%|█▋        | 582/3515 [04:27<23:11,  2.11it/s]
overall:  15%|█▍        | 583/4000 [04:30<27:16,  2.09it/s]

train:  17%|█▋        | 583/3515 [04:27<23:23,  2.09it/s]
overall:  15%|█▍        | 584/4000 [04:30<31:14,  1.82it/s]

train:  17%|█▋        | 584/3515 [04:28<26:48,  1.82it/s]
overall:  15%|█▍        | 585/4000 [04:31<29:48,  1.91it/s]

train:  17%|█▋        | 585/3515 [04:29<25:34,  1.91it/s]
overall:  15%|█▍        | 586/4000 [04:31<28:24,  2.00it/s]

train:  17%|█▋        | 586/3515 [04:29<24:22,  2.00it/s]
overall:  15%|█▍        | 587/4000 [04:31<23:04,  2.46it/s]

train:  17%|█▋        | 587/3515 [04:29<19:48,  2.46it/s]
overall:  15%|█▍        | 588/4000 [04:32<22:37,  2.51it/s]

train:  17%|█▋        | 588/3515 [04:30<19:24,  2.51it/s]
overall:  15%|█▍        | 589/4000 [04:32<23:49,  2.39it/s]

train:  17%|█▋        | 589/3515 [04:30<20:26,  2.39it/s]
overall:  15%|█▍        | 590/4000 [04:33<24:49,  2.29it/s]

train:  17%|█▋        | 590/3515 [04:30<21:17,  2.29it/s]
overall:  15%|█▍        | 591/4000 [04:33<22:42,  2.50it/s]

train:  17%|█▋        | 591/3515 [04:31<19:28,  2.50it/s]
overall:  15%|█▍        | 592/4000 [04:34<25:45,  2.21it/s]

train:  17%|█▋        | 592/3515 [04:31<22:05,  2.21it/s]
overall:  15%|█▍        | 593/4000 [04:34<26:19,  2.16it/s]

train:  17%|█▋        | 593/3515 [04:32<22:34,  2.16it/s]
overall:  15%|█▍        | 594/4000 [04:35<26:24,  2.15it/s]

train:  17%|█▋        | 594/3515 [04:32<22:39,  2.15it/s]
overall:  15%|█▍        | 595/4000 [04:35<26:01,  2.18it/s]

train:  17%|█▋        | 595/3515 [04:33<22:19,  2.18it/s]
overall:  15%|█▍        | 596/4000 [04:36<26:57,  2.10it/s]

train:  17%|█▋        | 596/3515 [04:33<23:06,  2.10it/s]
overall:  15%|█▍        | 597/4000 [04:36<27:15,  2.08it/s]

train:  17%|█▋        | 597/3515 [04:34<23:22,  2.08it/s]
overall:  15%|█▍        | 598/4000 [04:37<27:40,  2.05it/s]

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overall:  16%|█▌        | 637/4000 [04:54<24:15,  2.31it/s]

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overall:  16%|█▌        | 638/4000 [04:55<19:49,  2.83it/s]

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overall:  16%|█▌        | 643/4000 [04:57<26:31,  2.11it/s]

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overall:  17%|█▋        | 661/4000 [05:05<16:34,  3.36it/s]

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train:  28%|██▊       | 999/3515 [07:42<20:59,  2.00it/s]train loss: 7.937739372253418
train per: 0.9760003991617603
train loss: 7.336588382720947
train per: 0.8919391594679104
train loss: 5.337643623352051
train per: 0.8854480249208135
train loss: 4.276805877685547
train per: 0.8523715153917294
train loss: 4.746284008026123
train per: 0.8471649850788688
train loss: 4.453271865844727
train per: 0.8807416563658839
train loss: 4.086188793182373
train per: 0.869191088685153
train loss: 4.556825637817383
train per: 0.8799718231905205
train loss: 4.137434959411621
train per: 0.8869505850224828
train loss: 4.32559061050415
train per: 0.8975432211101001
train loss: 4.18335485458374
train per: 0.8824866212154534
train loss: 4.662861347198486
train per: 0.8987794507528388
train loss: 4.003082275390625
train per: 0.883183092716613
train loss: 4.365209579467773
train per: 0.8927325438553388
train loss: 4.018060684204102
train per: 0.8904468079998079
train loss: 4.169773101806641
train per: 0.9072601749619918
train loss: 4.3108439445495605
train per: 0.8657761960536985
train loss: 4.132846832275391
train per: 0.8715542365177402
train loss: 4.247553825378418
train per: 0.8798078250545324
train loss: 4.363223552703857
train per: 0.9064667107745841
train loss: 4.023683071136475
train per: 0.8653387185606756
train loss: 4.281533241271973
train per: 0.8891474311243485
train loss: 4.369133949279785
train per: 0.9008794002438455
train loss: 4.632067680358887
train per: 0.8611869814932993
train loss: 4.484102249145508
train per: 0.8727501397428731
train loss: 4.380274772644043
train per: 0.8950766098789242
train loss: 4.678467750549316
train per: 0.8637605127234377
train loss: 4.670415878295898
train per: 0.9136488816822382
train loss: 4.124214172363281
train per: 0.8952295229522952
train loss: 4.20435094833374
train per: 0.863117372859163
train loss: 3.7680370807647705
train per: 0.8845867842765199
train loss: 3.560295820236206
train per: 0.8519394163280384
train loss: 2.9326326847076416
train per: 0.750069159771647
train loss: 2.720102310180664
train per: 0.6982732252592943
train loss: 2.434875011444092
train per: 0.6546398061341885
train loss: 2.285463809967041
train per: 0.6320992999927835
train loss: 2.2207252979278564
train per: 0.6203670556788621
train loss: 2.1980950832366943
train per: 0.620028031511285
train loss: 2.1385891437530518
train per: 0.6045207425184895
train loss: 2.1391043663024902
train per: 0.6048970378219007
train loss: 2.0637123584747314
train per: 0.5929872891595379
train loss: 2.0852084159851074
train per: 0.5944511514544087
train loss: 2.0516200065612793
train per: 0.584824168043427
train loss: 2.0255532264709473
train per: 0.5846544901863159
train loss: 2.067126750946045
train per: 0.5876839321024113
train loss: 2.06465482711792
train per: 0.5851918375492691
train loss: 2.0245869159698486
train per: 0.5806615072784227
train loss: 2.0212433338165283
train per: 0.5816595608349557
train loss: 1.9788494110107422
train per: 0.5706359150067759
train loss: 1.9940860271453857
train per: 0.5729903971867815
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  11%|█         | 294/2703 [00:00<00:00, 2769.16it/s]


word -> phonemes:  23%|██▎       | 631/2703 [00:00<00:00, 3111.49it/s]


word -> phonemes:  35%|███▍      | 943/2703 [00:00<00:00, 2995.11it/s]


word -> phonemes:  46%|████▌     | 1244/2703 [00:00<00:00, 2890.36it/s]


word -> phonemes:  58%|█████▊    | 1557/2703 [00:00<00:00, 2972.51it/s]


word -> phonemes:  73%|███████▎  | 1979/2703 [00:00<00:00, 3381.76it/s]


word -> phonemes:  87%|████████▋ | 2364/2703 [00:00<00:00, 3502.12it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 3226.49it/s]



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overall:  49%|████▉     | 1955/4000 [17:49<17:42,  1.93it/s]

train:  56%|█████▌    | 1955/3515 [17:46<13:30,  1.93it/s]
overall:  49%|████▉     | 1956/4000 [17:49<17:07,  1.99it/s]

train:  56%|█████▌    | 1956/3515 [17:47<13:03,  1.99it/s]
overall:  49%|████▉     | 1957/4000 [17:50<16:30,  2.06it/s]

train:  56%|█████▌    | 1957/3515 [17:47<12:35,  2.06it/s]
overall:  49%|████▉     | 1958/4000 [17:50<16:34,  2.05it/s]

train:  56%|█████▌    | 1958/3515 [17:48<12:38,  2.05it/s]
overall:  49%|████▉     | 1959/4000 [17:50<15:17,  2.22it/s]

train:  56%|█████▌    | 1959/3515 [17:48<11:39,  2.22it/s]
overall:  49%|████▉     | 1960/4000 [17:51<13:20,  2.55it/s]

train:  56%|█████▌    | 1960/3515 [17:48<10:09,  2.55it/s]
overall:  49%|████▉     | 1961/4000 [17:51<14:31,  2.34it/s]

train:  56%|█████▌    | 1961/3515 [17:49<11:04,  2.34it/s]
overall:  49%|████▉     | 1962/4000 [17:52<15:36,  2.18it/s]

train:  56%|█████▌    | 1962/3515 [17:50<11:53,  2.18it/s]
overall:  49%|████▉     | 1963/4000 [17:52<15:57,  2.13it/s]

train:  56%|█████▌    | 1963/3515 [17:50<12:09,  2.13it/s]
overall:  49%|████▉     | 1964/4000 [17:53<16:04,  2.11it/s]

train:  56%|█████▌    | 1964/3515 [17:50<12:14,  2.11it/s]
overall:  49%|████▉     | 1965/4000 [17:53<15:36,  2.17it/s]

train:  56%|█████▌    | 1965/3515 [17:51<11:53,  2.17it/s]
overall:  49%|████▉     | 1966/4000 [17:54<15:52,  2.14it/s]

train:  56%|█████▌    | 1966/3515 [17:51<12:05,  2.14it/s]
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train:  56%|█████▌    | 1967/3515 [17:52<12:28,  2.07it/s]
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train:  56%|█████▌    | 1968/3515 [17:52<12:39,  2.04it/s]
overall:  49%|████▉     | 1969/4000 [17:55<16:58,  1.99it/s]

train:  56%|█████▌    | 1969/3515 [17:53<12:55,  1.99it/s]
overall:  49%|████▉     | 1970/4000 [17:56<18:57,  1.78it/s]

train:  56%|█████▌    | 1970/3515 [17:54<14:25,  1.78it/s]
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train:  56%|█████▌    | 1971/3515 [17:54<13:47,  1.86it/s]
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train:  56%|█████▌    | 1972/3515 [17:55<12:56,  1.99it/s]
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train:  56%|█████▌    | 1973/3515 [17:55<12:11,  2.11it/s]
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train:  56%|█████▌    | 1974/3515 [17:55<12:36,  2.04it/s]
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train:  56%|█████▌    | 1975/3515 [17:56<12:48,  2.00it/s]
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train:  56%|█████▌    | 1976/3515 [17:57<13:36,  1.88it/s]
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train:  56%|█████▌    | 1977/3515 [17:57<10:48,  2.37it/s]
overall:  49%|████▉     | 1978/4000 [18:00<15:06,  2.23it/s]

train:  56%|█████▋    | 1978/3515 [17:57<11:29,  2.23it/s]
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train:  56%|█████▋    | 1979/3515 [17:58<12:14,  2.09it/s]
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train:  56%|█████▋    | 1980/3515 [17:58<12:29,  2.05it/s]
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train:  56%|█████▋    | 1981/3515 [17:58<09:40,  2.64it/s]
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train:  56%|█████▋    | 1982/3515 [17:59<11:19,  2.26it/s]
overall:  50%|████▉     | 1983/4000 [18:02<14:48,  2.27it/s]

train:  56%|█████▋    | 1983/3515 [18:00<11:14,  2.27it/s]
overall:  50%|████▉     | 1984/4000 [18:02<15:19,  2.19it/s]

train:  56%|█████▋    | 1984/3515 [18:00<11:38,  2.19it/s]
overall:  50%|████▉     | 1985/4000 [18:03<16:06,  2.08it/s]

train:  56%|█████▋    | 1985/3515 [18:01<12:14,  2.08it/s]
overall:  50%|████▉     | 1986/4000 [18:03<13:36,  2.47it/s]

train:  57%|█████▋    | 1986/3515 [18:01<10:19,  2.47it/s]
overall:  50%|████▉     | 1987/4000 [18:04<14:21,  2.34it/s]

train:  57%|█████▋    | 1987/3515 [18:01<10:53,  2.34it/s]
overall:  50%|████▉     | 1988/4000 [18:04<15:13,  2.20it/s]

train:  57%|█████▋    | 1988/3515 [18:02<11:33,  2.20it/s]
overall:  50%|████▉     | 1989/4000 [18:05<15:43,  2.13it/s]

train:  57%|█████▋    | 1989/3515 [18:02<11:56,  2.13it/s]
overall:  50%|████▉     | 1990/4000 [18:05<16:22,  2.04it/s]

train:  57%|█████▋    | 1990/3515 [18:03<12:25,  2.04it/s]
overall:  50%|████▉     | 1991/4000 [18:06<16:35,  2.02it/s]

train:  57%|█████▋    | 1991/3515 [18:03<12:35,  2.02it/s]
overall:  50%|████▉     | 1992/4000 [18:06<16:29,  2.03it/s]

train:  57%|█████▋    | 1992/3515 [18:04<12:30,  2.03it/s]
overall:  50%|████▉     | 1993/4000 [18:07<16:40,  2.01it/s]

train:  57%|█████▋    | 1993/3515 [18:04<12:38,  2.01it/s]
overall:  50%|████▉     | 1994/4000 [18:07<18:49,  1.78it/s]

train:  57%|█████▋    | 1994/3515 [18:05<14:16,  1.78it/s]
overall:  50%|████▉     | 1995/4000 [18:08<18:11,  1.84it/s]

train:  57%|█████▋    | 1995/3515 [18:06<13:47,  1.84it/s]
overall:  50%|████▉     | 1996/4000 [18:08<17:08,  1.95it/s]

train:  57%|█████▋    | 1996/3515 [18:06<12:59,  1.95it/s]
overall:  50%|████▉     | 1997/4000 [18:09<16:56,  1.97it/s]

train:  57%|█████▋    | 1997/3515 [18:06<12:50,  1.97it/s]
overall:  50%|████▉     | 1998/4000 [18:09<16:54,  1.97it/s]

train:  57%|█████▋    | 1998/3515 [18:07<12:48,  1.97it/s]
overall:  50%|████▉     | 1999/4000 [18:10<17:00,  1.96it/s]

train:  57%|█████▋    | 1999/3515 [18:07<12:53,  1.96it/s]dev loss: 2.2832705974578857
dev per: 0.6177159209157128
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.9573860168457031
train per: 0.568743890518084
train loss: 2.0258100032806396
train per: 0.5792801326071513
train loss: 1.988552451133728
train per: 0.5753856702091189
train loss: 1.9473215341567993
train per: 0.5656877516239781
train loss: 1.9405874013900757
train per: 0.5671658959670555
train loss: 1.9934139251708984
train per: 0.5708909370199693
train loss: 1.9855350255966187
train per: 0.5707413624633578
train loss: 1.9336984157562256
train per: 0.5625328231675294
train loss: 1.9371232986450195
train per: 0.5617378497790869
train loss: 2.0174331665039062
train per: 0.5762958443813502
train loss: 1.9308124780654907
train per: 0.564175186515612
train loss: 1.933892011642456
train per: 0.5647862055217782
train loss: 1.9420673847198486
train per: 0.5699764632853115
train loss: 1.9718374013900757
train per: 0.5663449326898654
train loss: 1.9728825092315674
train per: 0.5720009713453132
train loss: 1.9247989654541016
train per: 0.5649566955363091
train loss: 1.954372763633728
train per: 0.5653438704516254
train loss: 1.9222114086151123
train per: 0.5602628799436686
train loss: 1.9335098266601562
train per: 0.5631269025400469
train loss: 1.9224439859390259
train per: 0.5637922090754144
train loss: 1.9282054901123047
train per: 0.5588288265109219
train loss: 1.9256572723388672
train per: 0.5630775411811972
train loss: 1.8988399505615234
train per: 0.5536515707874337
train loss: 1.9277719259262085
train per: 0.5568470336120752
train loss: 1.8972450494766235
train per: 0.5560513964761099
train loss: 1.9754111766815186
train per: 0.5682783144039911
train loss: 1.8937625885009766
train per: 0.553865686963099
train loss: 1.927581548690796
train per: 0.558759660961543
train loss: 1.9534130096435547
train per: 0.5623661277544673
train loss: 1.9148123264312744
train per: 0.555139574607483
train loss: 1.881494164466858
train per: 0.5501477141855691
train loss: 1.8882852792739868
train per: 0.5515584346625604
train loss: 1.9303556680679321
train per: 0.5602893118031527
train loss: 1.9373286962509155
train per: 0.5672643612731844
train loss: 1.8980894088745117
train per: 0.5517190533533214
train loss: 1.8915773630142212
train per: 0.5520192944292065
train loss: 1.906786322593689
train per: 0.5563170581840525
train loss: 1.8838660717010498
train per: 0.5547235613909118
train loss: 1.8662954568862915
train per: 0.5509691076271747
train loss: 1.8749864101409912
train per: 0.5452951080347956
train loss: 1.8942725658416748
train per: 0.5548029265990088
train loss: 1.8965539932250977
train per: 0.5523836779471035
train loss: 1.8458890914916992
train per: 0.5437798346070236
train loss: 1.8807979822158813
train per: 0.5507725458507798
train loss: 1.9005931615829468
train per: 0.5567846963914787
train loss: 1.8889100551605225
train per: 0.5515585861397161
train loss: 1.916749358177185
train per: 0.5586465241955294
train loss: 1.8890300989151
train per: 0.5540693610970525
train loss: 1.9006812572479248
train per: 0.5534232837997994
train loss: 1.856127142906189
train per: 0.5433672204314406
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   9%|▉         | 241/2703 [00:00<00:01, 2407.83it/s]


word -> phonemes:  19%|█▉        | 517/2703 [00:00<00:00, 2613.32it/s]


word -> phonemes:  29%|██▉       | 779/2703 [00:00<00:00, 2431.50it/s]


word -> phonemes:  43%|████▎     | 1150/2703 [00:00<00:00, 2912.12it/s]


word -> phonemes:  53%|█████▎    | 1445/2703 [00:00<00:00, 2704.27it/s]


word -> phonemes:  67%|██████▋   | 1812/2703 [00:00<00:00, 3008.65it/s]


word -> phonemes:  78%|███████▊  | 2118/2703 [00:00<00:00, 2774.54it/s]


word -> phonemes:  91%|█████████ | 2457/2703 [00:00<00:00, 2940.95it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 2775.65it/s]



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


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dev:   2%|▏         | 54/2703 [00:06<03:55, 11.25it/s]


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dev:   2%|▏         | 66/2703 [00:07<03:48, 11.54it/s]


dev:   3%|▎         | 68/2703 [00:07<03:40, 11.96it/s]


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dev:   5%|▍         | 122/2703 [00:11<03:19, 12.93it/s]


dev:   5%|▍         | 124/2703 [00:12<03:23, 12.69it/s]


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dev:   5%|▌         | 148/2703 [00:13<03:17, 12.93it/s]


dev:   6%|▌         | 150/2703 [00:14<03:29, 12.19it/s]


dev:   6%|▌         | 152/2703 [00:14<03:25, 12.40it/s]


dev:   6%|▌         | 154/2703 [00:14<03:21, 12.63it/s]


dev:   6%|▌         | 156/2703 [00:14<03:19, 12.75it/s]


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dev:   6%|▌         | 160/2703 [00:14<03:15, 13.02it/s]


dev:   6%|▌         | 162/2703 [00:15<03:15, 12.99it/s]


dev:   6%|▌         | 164/2703 [00:15<03:25, 12.38it/s]


dev:   6%|▌         | 166/2703 [00:15<03:16, 12.89it/s]


dev:   6%|▌         | 168/2703 [00:15<03:12, 13.19it/s]


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overall:  73%|███████▎  | 2932/4000 [27:59<07:57,  2.24it/s]

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overall:  73%|███████▎  | 2933/4000 [28:00<07:55,  2.24it/s]

train:  83%|████████▎ | 2933/3515 [27:58<04:19,  2.24it/s]
overall:  73%|███████▎  | 2934/4000 [28:00<08:06,  2.19it/s]

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overall:  73%|███████▎  | 2935/4000 [28:01<08:27,  2.10it/s]

train:  83%|████████▎ | 2935/3515 [27:59<04:36,  2.10it/s]
overall:  73%|███████▎  | 2936/4000 [28:02<09:05,  1.95it/s]

train:  84%|████████▎ | 2936/3515 [27:59<04:56,  1.95it/s]
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overall:  73%|███████▎  | 2938/4000 [28:02<08:33,  2.07it/s]

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overall:  73%|███████▎  | 2939/4000 [28:03<09:08,  1.94it/s]

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overall:  74%|███████▎  | 2940/4000 [28:04<08:59,  1.97it/s]

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overall:  74%|███████▎  | 2941/4000 [28:04<09:03,  1.95it/s]

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overall:  74%|███████▎  | 2942/4000 [28:05<10:08,  1.74it/s]

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overall:  74%|███████▎  | 2943/4000 [28:05<09:50,  1.79it/s]

train:  84%|████████▎ | 2943/3515 [28:03<05:19,  1.79it/s]
overall:  74%|███████▎  | 2944/4000 [28:06<09:29,  1.85it/s]

train:  84%|████████▍ | 2944/3515 [28:04<05:07,  1.86it/s]
overall:  74%|███████▎  | 2945/4000 [28:06<09:12,  1.91it/s]

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overall:  74%|███████▎  | 2946/4000 [28:07<08:54,  1.97it/s]

train:  84%|████████▍ | 2946/3515 [28:04<04:48,  1.97it/s]
overall:  74%|███████▎  | 2947/4000 [28:07<09:02,  1.94it/s]

train:  84%|████████▍ | 2947/3515 [28:05<04:52,  1.94it/s]
overall:  74%|███████▎  | 2948/4000 [28:08<07:44,  2.26it/s]

train:  84%|████████▍ | 2948/3515 [28:05<04:10,  2.26it/s]
overall:  74%|███████▎  | 2949/4000 [28:08<07:05,  2.47it/s]

train:  84%|████████▍ | 2949/3515 [28:06<03:48,  2.47it/s]
overall:  74%|███████▍  | 2950/4000 [28:08<07:33,  2.32it/s]

train:  84%|████████▍ | 2950/3515 [28:06<04:03,  2.32it/s]
overall:  74%|███████▍  | 2951/4000 [28:09<07:48,  2.24it/s]

train:  84%|████████▍ | 2951/3515 [28:07<04:11,  2.24it/s]
overall:  74%|███████▍  | 2952/4000 [28:09<08:03,  2.17it/s]

train:  84%|████████▍ | 2952/3515 [28:07<04:19,  2.17it/s]
overall:  74%|███████▍  | 2953/4000 [28:10<08:23,  2.08it/s]

train:  84%|████████▍ | 2953/3515 [28:08<04:30,  2.08it/s]
overall:  74%|███████▍  | 2954/4000 [28:10<08:25,  2.07it/s]

train:  84%|████████▍ | 2954/3515 [28:08<04:31,  2.07it/s]
overall:  74%|███████▍  | 2955/4000 [28:11<08:23,  2.08it/s]

train:  84%|████████▍ | 2955/3515 [28:09<04:29,  2.08it/s]
overall:  74%|███████▍  | 2956/4000 [28:11<08:21,  2.08it/s]

train:  84%|████████▍ | 2956/3515 [28:09<04:28,  2.08it/s]
overall:  74%|███████▍  | 2957/4000 [28:12<08:26,  2.06it/s]

train:  84%|████████▍ | 2957/3515 [28:10<04:30,  2.06it/s]
overall:  74%|███████▍  | 2958/4000 [28:12<08:33,  2.03it/s]

train:  84%|████████▍ | 2958/3515 [28:10<04:34,  2.03it/s]
overall:  74%|███████▍  | 2959/4000 [28:13<08:40,  2.00it/s]

train:  84%|████████▍ | 2959/3515 [28:11<04:38,  2.00it/s]
overall:  74%|███████▍  | 2960/4000 [28:13<07:15,  2.39it/s]

train:  84%|████████▍ | 2960/3515 [28:11<03:52,  2.39it/s]
overall:  74%|███████▍  | 2961/4000 [28:13<07:08,  2.42it/s]

train:  84%|████████▍ | 2961/3515 [28:11<03:48,  2.42it/s]
overall:  74%|███████▍  | 2962/4000 [28:14<07:31,  2.30it/s]

train:  84%|████████▍ | 2962/3515 [28:12<04:00,  2.30it/s]
overall:  74%|███████▍  | 2963/4000 [28:15<09:28,  1.82it/s]

train:  84%|████████▍ | 2963/3515 [28:12<05:02,  1.82it/s]
overall:  74%|███████▍  | 2964/4000 [28:15<09:09,  1.89it/s]

train:  84%|████████▍ | 2964/3515 [28:13<04:52,  1.89it/s]
overall:  74%|███████▍  | 2965/4000 [28:16<09:02,  1.91it/s]

train:  84%|████████▍ | 2965/3515 [28:13<04:48,  1.91it/s]
overall:  74%|███████▍  | 2966/4000 [28:16<08:48,  1.96it/s]

train:  84%|████████▍ | 2966/3515 [28:14<04:40,  1.96it/s]
overall:  74%|███████▍  | 2967/4000 [28:17<08:39,  1.99it/s]

train:  84%|████████▍ | 2967/3515 [28:14<04:35,  1.99it/s]
overall:  74%|███████▍  | 2968/4000 [28:17<08:34,  2.01it/s]

train:  84%|████████▍ | 2968/3515 [28:15<04:32,  2.01it/s]
overall:  74%|███████▍  | 2969/4000 [28:17<07:12,  2.38it/s]

train:  84%|████████▍ | 2969/3515 [28:15<03:48,  2.38it/s]
overall:  74%|███████▍  | 2970/4000 [28:18<07:32,  2.28it/s]

train:  84%|████████▍ | 2970/3515 [28:16<03:59,  2.28it/s]
overall:  74%|███████▍  | 2971/4000 [28:18<05:53,  2.91it/s]

train:  85%|████████▍ | 2971/3515 [28:16<03:07,  2.91it/s]
overall:  74%|███████▍  | 2972/4000 [28:19<06:47,  2.52it/s]

train:  85%|████████▍ | 2972/3515 [28:16<03:35,  2.52it/s]
overall:  74%|███████▍  | 2973/4000 [28:19<07:26,  2.30it/s]

train:  85%|████████▍ | 2973/3515 [28:17<03:55,  2.30it/s]
overall:  74%|███████▍  | 2974/4000 [28:19<06:29,  2.63it/s]

train:  85%|████████▍ | 2974/3515 [28:17<03:25,  2.63it/s]
overall:  74%|███████▍  | 2975/4000 [28:20<07:11,  2.38it/s]

train:  85%|████████▍ | 2975/3515 [28:18<03:47,  2.38it/s]
overall:  74%|███████▍  | 2976/4000 [28:20<07:11,  2.37it/s]

train:  85%|████████▍ | 2976/3515 [28:18<03:47,  2.37it/s]
overall:  74%|███████▍  | 2977/4000 [28:21<07:40,  2.22it/s]

train:  85%|████████▍ | 2977/3515 [28:19<04:02,  2.22it/s]
overall:  74%|███████▍  | 2978/4000 [28:21<07:58,  2.14it/s]

train:  85%|████████▍ | 2978/3515 [28:19<04:11,  2.14it/s]
overall:  74%|███████▍  | 2979/4000 [28:22<08:16,  2.06it/s]

train:  85%|████████▍ | 2979/3515 [28:20<04:20,  2.06it/s]
overall:  74%|███████▍  | 2980/4000 [28:22<08:33,  1.99it/s]

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overall:  75%|███████▍  | 2981/4000 [28:23<08:32,  1.99it/s]

train:  85%|████████▍ | 2981/3515 [28:21<04:28,  1.99it/s]
overall:  75%|███████▍  | 2982/4000 [28:23<08:37,  1.97it/s]

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overall:  75%|███████▍  | 2983/4000 [28:24<08:41,  1.95it/s]

train:  85%|████████▍ | 2983/3515 [28:22<04:32,  1.95it/s]
overall:  75%|███████▍  | 2984/4000 [28:24<08:43,  1.94it/s]

train:  85%|████████▍ | 2984/3515 [28:22<04:33,  1.94it/s]
overall:  75%|███████▍  | 2985/4000 [28:25<08:39,  1.95it/s]

train:  85%|████████▍ | 2985/3515 [28:23<04:31,  1.95it/s]
overall:  75%|███████▍  | 2986/4000 [28:25<08:43,  1.94it/s]

train:  85%|████████▍ | 2986/3515 [28:23<04:32,  1.94it/s]
overall:  75%|███████▍  | 2987/4000 [28:26<08:51,  1.90it/s]

train:  85%|████████▍ | 2987/3515 [28:24<04:37,  1.90it/s]
overall:  75%|███████▍  | 2988/4000 [28:27<08:40,  1.95it/s]

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train:  85%|████████▌ | 2989/3515 [28:25<04:30,  1.95it/s]
overall:  75%|███████▍  | 2990/4000 [28:28<08:38,  1.95it/s]

train:  85%|████████▌ | 2990/3515 [28:25<04:29,  1.95it/s]
overall:  75%|███████▍  | 2991/4000 [28:28<07:13,  2.33it/s]

train:  85%|████████▌ | 2991/3515 [28:26<03:44,  2.33it/s]
overall:  75%|███████▍  | 2992/4000 [28:28<07:32,  2.23it/s]

train:  85%|████████▌ | 2992/3515 [28:26<03:54,  2.23it/s]
overall:  75%|███████▍  | 2993/4000 [28:29<07:06,  2.36it/s]

train:  85%|████████▌ | 2993/3515 [28:26<03:40,  2.36it/s]
overall:  75%|███████▍  | 2994/4000 [28:29<07:12,  2.33it/s]

train:  85%|████████▌ | 2994/3515 [28:27<03:43,  2.33it/s]
overall:  75%|███████▍  | 2995/4000 [28:30<07:33,  2.22it/s]

train:  85%|████████▌ | 2995/3515 [28:27<03:54,  2.22it/s]
overall:  75%|███████▍  | 2996/4000 [28:30<07:47,  2.15it/s]

train:  85%|████████▌ | 2996/3515 [28:28<04:01,  2.15it/s]
overall:  75%|███████▍  | 2997/4000 [28:30<06:22,  2.62it/s]

train:  85%|████████▌ | 2997/3515 [28:28<03:17,  2.62it/s]
overall:  75%|███████▍  | 2998/4000 [28:31<05:43,  2.91it/s]

train:  85%|████████▌ | 2998/3515 [28:28<02:57,  2.91it/s]
overall:  75%|███████▍  | 2999/4000 [28:31<06:27,  2.58it/s]

train:  85%|████████▌ | 2999/3515 [28:29<03:19,  2.58it/s]dev loss: 2.2132108211517334
dev per: 0.5992403746097815
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.8566436767578125
train per: 0.550402150986255
train loss: 1.9084851741790771
train per: 0.5573750216439508
train loss: 1.8695427179336548
train per: 0.5463487176811291
train loss: 1.9104053974151611
train per: 0.5627747167708784
train loss: 1.9498388767242432
train per: 0.561572513707933
train loss: 1.9044748544692993
train per: 0.5597497179197867
train loss: 1.907932996749878
train per: 0.5528250137136588
train loss: 1.953249216079712
train per: 0.5578891900030112
train loss: 1.8640689849853516
train per: 0.5469277141751009
train loss: 1.8679535388946533
train per: 0.5415427714840391
train loss: 1.8659169673919678
train per: 0.542892497285285
train loss: 1.9534698724746704
train per: 0.5667393761004967
train loss: 1.888051986694336
train per: 0.5558191491811963
train loss: 1.8627769947052002
train per: 0.5485358192319384
train loss: 1.9027073383331299
train per: 0.5539118374894624
train loss: 1.8914024829864502
train per: 0.5539377192050164
train loss: 1.8756828308105469
train per: 0.5515379374731901
train loss: 1.8752257823944092
train per: 0.5509565464760685
train loss: 1.8829326629638672
train per: 0.5529730339614126
train loss: 1.8273146152496338
train per: 0.5491779015634671
train loss: 1.9036023616790771
train per: 0.5520379799768774
train loss: 1.9009472131729126
train per: 0.5554883341662941
train loss: 1.8776957988739014
train per: 0.5545132187261547
train loss: 1.8623111248016357
train per: 0.5493716771387144
train loss: 1.887406587600708
train per: 0.5538221122541997
train loss: 1.865560531616211
train per: 0.549625468164794
train loss: 1.894258737564087
train per: 0.5571218130311615
train loss: 1.9013265371322632
train per: 0.5543412899683652
train loss: 1.877251386642456
train per: 0.5499591412227918
train loss: 1.921378493309021
train per: 0.5593962497424274
train loss: 1.8575973510742188
train per: 0.5503135399452154
train loss: 1.8562581539154053
train per: 0.5504248604030104
train loss: 1.868343710899353
train per: 0.5514634892975723
train loss: 1.8335415124893188
train per: 0.5412493518543787
train loss: 1.8721764087677002
train per: 0.5520109203973811
train loss: 1.8946030139923096
train per: 0.5558223902713199
train loss: 1.9198100566864014
train per: 0.5575520768522436
train loss: 1.8535830974578857
train per: 0.5450945569741769
train loss: 1.8492835760116577
train per: 0.5486827935807528
train loss: 1.8495619297027588
train per: 0.5471616936198214
train loss: 1.8176908493041992
train per: 0.5394370188447551
train loss: 1.842942476272583
train per: 0.5478723404255319
train loss: 1.8660138845443726
train per: 0.546949124815966
train loss: 1.8843915462493896
train per: 0.5537574310248463
train loss: 1.89080011844635
train per: 0.5526356509180936
train loss: 1.873101830482483
train per: 0.5518378650553877
train loss: 1.833289384841919
train per: 0.5415475628246874
train loss: 1.8492801189422607
train per: 0.5439022023867275
train loss: 1.8561546802520752
train per: 0.5443189170357836
train loss: 1.86526358127594
train per: 0.5476257519518751
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  11%|█▏        | 307/2703 [00:00<00:00, 3044.11it/s]


word -> phonemes:  23%|██▎       | 612/2703 [00:00<00:00, 2738.37it/s]


word -> phonemes:  34%|███▎      | 907/2703 [00:00<00:00, 2726.76it/s]


word -> phonemes:  44%|████▎     | 1181/2703 [00:00<00:00, 2546.87it/s]


word -> phonemes:  54%|█████▍    | 1466/2703 [00:00<00:00, 2637.90it/s]


word -> phonemes:  66%|██████▌   | 1783/2703 [00:00<00:00, 2808.29it/s]


word -> phonemes:  80%|███████▉  | 2154/2703 [00:00<00:00, 3089.38it/s]


word -> phonemes:  95%|█████████▍| 2559/2703 [00:00<00:00, 3369.71it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 3022.41it/s]



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


dev:   0%|          | 1/2703 [00:01<1:01:57,  1.38s/it]


dev:   0%|          | 2/2703 [00:01<29:09,  1.54it/s]  


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dev:   0%|          | 5/2703 [00:01<10:05,  4.46it/s]


dev:   0%|          | 6/2703 [00:01<08:34,  5.24it/s]


dev:   0%|          | 7/2703 [00:02<07:38,  5.88it/s]


dev:   0%|          | 8/2703 [00:02<06:51,  6.55it/s]


dev:   0%|          | 9/2703 [00:02<06:26,  6.97it/s]


dev:   0%|          | 10/2703 [00:02<06:05,  7.37it/s]


dev:   0%|          | 12/2703 [00:02<05:30,  8.15it/s]


dev:   0%|          | 13/2703 [00:02<05:19,  8.43it/s]


dev:   1%|          | 14/2703 [00:02<05:10,  8.65it/s]


dev:   1%|          | 16/2703 [00:03<04:40,  9.58it/s]


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overall:  87%|████████▋ | 3496/4000 [34:57<03:11,  2.63it/s]

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overall:  87%|████████▋ | 3497/4000 [34:58<03:27,  2.42it/s]

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overall:  88%|████████▊ | 3515/4000 [35:06<03:56,  2.05it/s]

train: 100%|██████████| 3515/3515 [35:04<00:00,  2.05it/s]403-128339-0009 Failed!!!
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/home/victor/glockenspiel/s3prl/data/LibriSpeech/train-clean-100/403/128339/403-128339-0009.flac WTF Failed!!!
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train: 100%|██████████| 3515/3515 [35:04<00:00,  1.67it/s]
dev loss: 2.242176055908203
dev per: 0.6093392299687825
train loss: 1.9007190465927124
train per: 0.5614120039706559
train loss: 1.8713515996932983
train per: 0.5495093440170399
train loss: 1.8161004781723022
train per: 0.5347196533319241
train loss: 1.891829490661621
train per: 0.5546433813468666
train loss: 1.8721389770507812
train per: 0.5488173000791766
train loss: 1.8468177318572998
train per: 0.5442952208106473
train loss: 1.8378582000732422
train per: 0.5475620928338762
train loss: 1.8530149459838867
train per: 0.5474210499464313
train loss: 1.8394889831542969
train per: 0.5488415199258573
train loss: 1.8632841110229492
train per: 0.5456916770785384
train loss: 1.8379805088043213
train per: 0.5456804483451412
train loss: 1.8276026248931885
train per: 0.5415857319441992
train loss: 1.8703314065933228
train per: 0.5473424270931326
train loss: 1.8337030410766602
train per: 0.5481037182515459
train loss: 1.8560943603515625
train per: 0.5440594561688312
train loss: 1.8529508113861084
train per: 0.5472828874551198
train loss: 1.8231855630874634
train per: 0.5396788517141677
train loss: 1.8828439712524414
train per: 0.5470039760969144
train loss: 1.8310487270355225
train per: 0.546424328819197
train loss: 1.8330047130584717
train per: 0.5412990252690904
train loss: 1.8303964138031006
train per: 0.5433669908333721
train loss: 1.8509776592254639
train per: 0.5473651491966335
train loss: 1.8279495239257812
train per: 0.5353138337633527
train loss: 1.8301961421966553
train per: 0.5351939804685415
train loss: 1.936558485031128
train per: 0.56031652989449
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  12%|█▏        | 431/3515 [00:00<00:00, 4309.50it/s]

word -> phonemes:  26%|██▌       | 902/3515 [00:00<00:00, 4543.63it/s]

word -> phonemes:  39%|███▊      | 1358/3515 [00:00<00:00, 4550.24it/s]

word -> phonemes:  52%|█████▏    | 1814/3515 [00:00<00:00, 4427.89it/s]

word -> phonemes:  64%|██████▍   | 2266/3515 [00:00<00:00, 4458.44it/s]

word -> phonemes:  77%|███████▋  | 2713/3515 [00:00<00:00, 4443.78it/s]

word -> phonemes:  90%|████████▉ | 3162/3515 [00:00<00:00, 4456.03it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4462.46it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [35:10<12:01,  1.49s/it]

train:   0%|          | 1/3515 [00:01<1:46:50,  1.82s/it]
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overall:  88%|████████▊ | 3518/4000 [35:11<07:16,  1.11it/s]

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overall:  88%|████████▊ | 3520/4000 [35:12<05:19,  1.50it/s]

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overall:  88%|████████▊ | 3521/4000 [35:12<04:36,  1.73it/s]

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overall:  88%|████████▊ | 3522/4000 [35:12<03:42,  2.15it/s]

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overall:  88%|████████▊ | 3523/4000 [35:13<03:51,  2.06it/s]

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overall:  88%|████████▊ | 3524/4000 [35:13<03:55,  2.02it/s]

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overall:  88%|████████▊ | 3525/4000 [35:14<03:35,  2.20it/s]

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overall:  88%|████████▊ | 3526/4000 [35:14<02:56,  2.68it/s]

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overall:  88%|████████▊ | 3527/4000 [35:14<03:17,  2.39it/s]

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overall:  88%|████████▊ | 3528/4000 [35:15<03:14,  2.43it/s]

train:   0%|          | 13/3515 [00:06<23:28,  2.49it/s]
overall:  88%|████████▊ | 3529/4000 [35:15<03:27,  2.27it/s]

train:   0%|          | 14/3515 [00:06<25:18,  2.30it/s]
overall:  88%|████████▊ | 3530/4000 [35:16<03:21,  2.33it/s]

train:   0%|          | 15/3515 [00:07<24:44,  2.36it/s]
overall:  88%|████████▊ | 3531/4000 [35:16<03:23,  2.30it/s]

train:   0%|          | 16/3515 [00:07<25:09,  2.32it/s]
overall:  88%|████████▊ | 3532/4000 [35:17<03:32,  2.20it/s]

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overall:  88%|████████▊ | 3533/4000 [35:17<03:24,  2.28it/s]

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overall:  88%|████████▊ | 3534/4000 [35:17<03:32,  2.20it/s]

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overall:  88%|████████▊ | 3535/4000 [35:18<03:37,  2.14it/s]

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overall:  88%|████████▊ | 3536/4000 [35:18<03:38,  2.12it/s]

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overall:  88%|████████▊ | 3537/4000 [35:19<02:56,  2.62it/s]

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overall:  88%|████████▊ | 3538/4000 [35:19<03:08,  2.45it/s]

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overall:  88%|████████▊ | 3539/4000 [35:20<03:24,  2.25it/s]

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overall:  88%|████████▊ | 3540/4000 [35:20<03:42,  2.06it/s]

train:   1%|          | 25/3515 [00:11<28:09,  2.07it/s]
overall:  89%|████████▊ | 3541/4000 [35:21<03:46,  2.02it/s]

train:   1%|          | 26/3515 [00:12<28:44,  2.02it/s]
overall:  89%|████████▊ | 3542/4000 [35:21<03:44,  2.04it/s]

train:   1%|          | 27/3515 [00:12<28:28,  2.04it/s]
overall:  89%|████████▊ | 3543/4000 [35:21<03:04,  2.48it/s]

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overall:  89%|████████▊ | 3544/4000 [35:22<03:16,  2.32it/s]

train:   1%|          | 29/3515 [00:13<25:01,  2.32it/s]
overall:  89%|████████▊ | 3545/4000 [35:22<02:41,  2.82it/s]

train:   1%|          | 30/3515 [00:13<20:34,  2.82it/s]
overall:  89%|████████▊ | 3546/4000 [35:23<03:02,  2.49it/s]

train:   1%|          | 31/3515 [00:14<23:16,  2.49it/s]
overall:  89%|████████▊ | 3547/4000 [35:23<03:17,  2.29it/s]

train:   1%|          | 32/3515 [00:14<25:20,  2.29it/s]
overall:  89%|████████▊ | 3548/4000 [35:24<03:25,  2.20it/s]

train:   1%|          | 33/3515 [00:15<26:23,  2.20it/s]
overall:  89%|████████▊ | 3549/4000 [35:24<03:29,  2.16it/s]

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overall:  89%|████████▉ | 3550/4000 [35:24<03:22,  2.22it/s]

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overall:  89%|████████▉ | 3551/4000 [35:25<03:34,  2.10it/s]

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overall:  89%|████████▉ | 3552/4000 [35:26<03:45,  1.99it/s]

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overall:  89%|████████▉ | 3554/4000 [35:27<03:43,  1.99it/s]

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overall:  89%|████████▉ | 3555/4000 [35:27<03:00,  2.46it/s]

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overall:  89%|████████▉ | 3556/4000 [35:27<03:09,  2.35it/s]

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overall:  89%|████████▉ | 3557/4000 [35:28<03:16,  2.25it/s]

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overall:  89%|████████▉ | 3558/4000 [35:28<03:20,  2.20it/s]

train:   1%|          | 43/3515 [00:19<26:15,  2.20it/s]
overall:  89%|████████▉ | 3559/4000 [35:28<02:53,  2.54it/s]

train:   1%|▏         | 44/3515 [00:20<22:46,  2.54it/s]
overall:  89%|████████▉ | 3560/4000 [35:29<03:06,  2.36it/s]

train:   1%|▏         | 45/3515 [00:20<24:32,  2.36it/s]
overall:  89%|████████▉ | 3561/4000 [35:29<03:15,  2.24it/s]

train:   1%|▏         | 46/3515 [00:21<25:47,  2.24it/s]
overall:  89%|████████▉ | 3562/4000 [35:30<03:23,  2.15it/s]

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overall:  89%|████████▉ | 3563/4000 [35:30<03:01,  2.41it/s]

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overall:  89%|████████▉ | 3564/4000 [35:31<03:27,  2.10it/s]

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overall:  89%|████████▉ | 3565/4000 [35:31<02:57,  2.45it/s]

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overall:  89%|████████▉ | 3566/4000 [35:32<03:08,  2.31it/s]

train:   1%|▏         | 51/3515 [00:23<25:01,  2.31it/s]
overall:  89%|████████▉ | 3567/4000 [35:32<03:09,  2.29it/s]

train:   1%|▏         | 52/3515 [00:23<25:13,  2.29it/s]
overall:  89%|████████▉ | 3568/4000 [35:32<02:34,  2.79it/s]

train:   2%|▏         | 53/3515 [00:23<20:40,  2.79it/s]
overall:  89%|████████▉ | 3569/4000 [35:33<02:49,  2.54it/s]

train:   2%|▏         | 54/3515 [00:24<22:41,  2.54it/s]
overall:  89%|████████▉ | 3570/4000 [35:33<03:01,  2.37it/s]

train:   2%|▏         | 55/3515 [00:24<24:18,  2.37it/s]
overall:  89%|████████▉ | 3571/4000 [35:34<03:13,  2.22it/s]

train:   2%|▏         | 56/3515 [00:25<25:57,  2.22it/s]
overall:  89%|████████▉ | 3572/4000 [35:34<03:20,  2.13it/s]

train:   2%|▏         | 57/3515 [00:25<27:03,  2.13it/s]
overall:  89%|████████▉ | 3573/4000 [35:35<03:22,  2.11it/s]

train:   2%|▏         | 58/3515 [00:26<27:18,  2.11it/s]
overall:  89%|████████▉ | 3574/4000 [35:35<03:24,  2.08it/s]

train:   2%|▏         | 59/3515 [00:26<27:39,  2.08it/s]
overall:  89%|████████▉ | 3575/4000 [35:36<03:26,  2.06it/s]

train:   2%|▏         | 60/3515 [00:27<27:59,  2.06it/s]
overall:  89%|████████▉ | 3576/4000 [35:36<03:42,  1.90it/s]

train:   2%|▏         | 61/3515 [00:28<30:15,  1.90it/s]
overall:  89%|████████▉ | 3577/4000 [35:37<03:32,  1.99it/s]

train:   2%|▏         | 62/3515 [00:28<28:53,  1.99it/s]
overall:  89%|████████▉ | 3578/4000 [35:37<03:30,  2.00it/s]

train:   2%|▏         | 63/3515 [00:28<28:44,  2.00it/s]
overall:  89%|████████▉ | 3579/4000 [35:38<03:30,  2.00it/s]

train:   2%|▏         | 64/3515 [00:29<28:49,  2.00it/s]
overall:  90%|████████▉ | 3580/4000 [35:38<03:30,  1.99it/s]

train:   2%|▏         | 65/3515 [00:30<28:51,  1.99it/s]
overall:  90%|████████▉ | 3581/4000 [35:39<03:28,  2.01it/s]

train:   2%|▏         | 66/3515 [00:30<28:38,  2.01it/s]
overall:  90%|████████▉ | 3582/4000 [35:39<03:29,  1.99it/s]

train:   2%|▏         | 67/3515 [00:31<28:51,  1.99it/s]
overall:  90%|████████▉ | 3583/4000 [35:40<03:27,  2.01it/s]

train:   2%|▏         | 68/3515 [00:31<28:32,  2.01it/s]
overall:  90%|████████▉ | 3584/4000 [35:40<02:53,  2.40it/s]

train:   2%|▏         | 69/3515 [00:31<23:55,  2.40it/s]
overall:  90%|████████▉ | 3585/4000 [35:40<02:13,  3.11it/s]

train:   2%|▏         | 70/3515 [00:31<18:29,  3.11it/s]
overall:  90%|████████▉ | 3586/4000 [35:41<02:34,  2.68it/s]

train:   2%|▏         | 71/3515 [00:32<21:24,  2.68it/s]
overall:  90%|████████▉ | 3587/4000 [35:41<02:50,  2.42it/s]

train:   2%|▏         | 72/3515 [00:32<23:41,  2.42it/s]
overall:  90%|████████▉ | 3588/4000 [35:42<03:19,  2.07it/s]

train:   2%|▏         | 73/3515 [00:33<27:45,  2.07it/s]
overall:  90%|████████▉ | 3589/4000 [35:42<03:23,  2.02it/s]

train:   2%|▏         | 74/3515 [00:33<28:20,  2.02it/s]
overall:  90%|████████▉ | 3590/4000 [35:43<03:23,  2.01it/s]

train:   2%|▏         | 75/3515 [00:34<28:30,  2.01it/s]
overall:  90%|████████▉ | 3591/4000 [35:43<03:13,  2.11it/s]

train:   2%|▏         | 76/3515 [00:34<27:06,  2.11it/s]
overall:  90%|████████▉ | 3592/4000 [35:44<03:06,  2.18it/s]

train:   2%|▏         | 77/3515 [00:35<26:14,  2.18it/s]
overall:  90%|████████▉ | 3593/4000 [35:44<03:12,  2.12it/s]

train:   2%|▏         | 78/3515 [00:35<27:02,  2.12it/s]
overall:  90%|████████▉ | 3594/4000 [35:45<03:11,  2.12it/s]

train:   2%|▏         | 79/3515 [00:36<27:00,  2.12it/s]
overall:  90%|████████▉ | 3595/4000 [35:45<02:59,  2.26it/s]

train:   2%|▏         | 80/3515 [00:36<25:19,  2.26it/s]
overall:  90%|████████▉ | 3596/4000 [35:45<02:57,  2.27it/s]

train:   2%|▏         | 81/3515 [00:37<25:10,  2.27it/s]
overall:  90%|████████▉ | 3597/4000 [35:46<03:04,  2.18it/s]

train:   2%|▏         | 82/3515 [00:37<26:15,  2.18it/s]
overall:  90%|████████▉ | 3598/4000 [35:46<03:01,  2.21it/s]

train:   2%|▏         | 83/3515 [00:38<25:53,  2.21it/s]
overall:  90%|████████▉ | 3599/4000 [35:47<02:56,  2.27it/s]

train:   2%|▏         | 84/3515 [00:38<25:09,  2.27it/s]
overall:  90%|█████████ | 3600/4000 [35:47<03:20,  1.99it/s]

train:   2%|▏         | 85/3515 [00:39<28:40,  1.99it/s]
overall:  90%|█████████ | 3601/4000 [35:48<03:19,  2.00it/s]

train:   2%|▏         | 86/3515 [00:39<28:36,  2.00it/s]
overall:  90%|█████████ | 3602/4000 [35:48<03:12,  2.07it/s]

train:   2%|▏         | 87/3515 [00:40<27:36,  2.07it/s]
overall:  90%|█████████ | 3603/4000 [35:49<03:12,  2.06it/s]

train:   3%|▎         | 88/3515 [00:40<27:42,  2.06it/s]
overall:  90%|█████████ | 3604/4000 [35:49<03:12,  2.06it/s]

train:   3%|▎         | 89/3515 [00:41<27:44,  2.06it/s]
overall:  90%|█████████ | 3605/4000 [35:49<02:27,  2.67it/s]

train:   3%|▎         | 90/3515 [00:41<21:22,  2.67it/s]
overall:  90%|█████████ | 3606/4000 [35:50<02:29,  2.64it/s]

train:   3%|▎         | 91/3515 [00:41<21:38,  2.64it/s]
overall:  90%|█████████ | 3607/4000 [35:50<02:42,  2.41it/s]

train:   3%|▎         | 92/3515 [00:42<23:37,  2.41it/s]
overall:  90%|█████████ | 3608/4000 [35:51<02:36,  2.50it/s]

train:   3%|▎         | 93/3515 [00:42<22:48,  2.50it/s]
overall:  90%|█████████ | 3609/4000 [35:51<02:42,  2.40it/s]

train:   3%|▎         | 94/3515 [00:42<23:45,  2.40it/s]
overall:  90%|█████████ | 3610/4000 [35:52<02:49,  2.30it/s]

train:   3%|▎         | 95/3515 [00:43<24:44,  2.30it/s]
overall:  90%|█████████ | 3611/4000 [35:52<03:01,  2.15it/s]

train:   3%|▎         | 96/3515 [00:43<26:31,  2.15it/s]
overall:  90%|█████████ | 3612/4000 [35:53<03:17,  1.96it/s]

train:   3%|▎         | 97/3515 [00:44<29:01,  1.96it/s]
overall:  90%|█████████ | 3613/4000 [35:53<03:09,  2.04it/s]

train:   3%|▎         | 98/3515 [00:44<27:56,  2.04it/s]
overall:  90%|█████████ | 3614/4000 [35:54<03:08,  2.04it/s]

train:   3%|▎         | 99/3515 [00:45<27:51,  2.04it/s]
overall:  90%|█████████ | 3615/4000 [35:54<03:10,  2.02it/s]

train:   3%|▎         | 100/3515 [00:45<28:08,  2.02it/s]
overall:  90%|█████████ | 3616/4000 [35:55<03:13,  1.99it/s]

train:   3%|▎         | 101/3515 [00:46<28:39,  1.99it/s]
overall:  90%|█████████ | 3617/4000 [35:55<03:10,  2.01it/s]

train:   3%|▎         | 102/3515 [00:46<28:20,  2.01it/s]
overall:  90%|█████████ | 3618/4000 [35:56<03:12,  1.98it/s]

train:   3%|▎         | 103/3515 [00:47<28:42,  1.98it/s]
overall:  90%|█████████ | 3619/4000 [35:56<03:12,  1.98it/s]

train:   3%|▎         | 104/3515 [00:47<28:46,  1.98it/s]
overall:  90%|█████████ | 3620/4000 [35:57<03:12,  1.97it/s]

train:   3%|▎         | 105/3515 [00:48<28:48,  1.97it/s]
overall:  91%|█████████ | 3621/4000 [35:57<03:12,  1.97it/s]

train:   3%|▎         | 106/3515 [00:48<28:53,  1.97it/s]
overall:  91%|█████████ | 3622/4000 [35:58<03:09,  2.00it/s]

train:   3%|▎         | 107/3515 [00:49<28:25,  2.00it/s]
overall:  91%|█████████ | 3623/4000 [35:58<03:13,  1.95it/s]

train:   3%|▎         | 108/3515 [00:50<29:05,  1.95it/s]
overall:  91%|█████████ | 3624/4000 [35:59<03:27,  1.81it/s]

train:   3%|▎         | 109/3515 [00:50<31:23,  1.81it/s]
overall:  91%|█████████ | 3625/4000 [35:59<03:22,  1.86it/s]

train:   3%|▎         | 110/3515 [00:51<30:34,  1.86it/s]
overall:  91%|█████████ | 3626/4000 [36:00<03:09,  1.98it/s]

train:   3%|▎         | 111/3515 [00:51<28:41,  1.98it/s]
overall:  91%|█████████ | 3627/4000 [36:00<03:08,  1.98it/s]

train:   3%|▎         | 112/3515 [00:52<28:39,  1.98it/s]
overall:  91%|█████████ | 3628/4000 [36:01<02:34,  2.42it/s]

train:   3%|▎         | 113/3515 [00:52<23:28,  2.42it/s]
overall:  91%|█████████ | 3629/4000 [36:01<02:42,  2.29it/s]

train:   3%|▎         | 114/3515 [00:52<24:47,  2.29it/s]
overall:  91%|█████████ | 3630/4000 [36:02<02:47,  2.21it/s]

train:   3%|▎         | 115/3515 [00:53<25:38,  2.21it/s]
overall:  91%|█████████ | 3631/4000 [36:02<02:45,  2.23it/s]

train:   3%|▎         | 116/3515 [00:53<25:25,  2.23it/s]
overall:  91%|█████████ | 3632/4000 [36:02<02:48,  2.18it/s]

train:   3%|▎         | 117/3515 [00:54<26:00,  2.18it/s]
overall:  91%|█████████ | 3633/4000 [36:03<02:53,  2.11it/s]

train:   3%|▎         | 118/3515 [00:54<26:46,  2.11it/s]
overall:  91%|█████████ | 3634/4000 [36:03<02:55,  2.09it/s]

train:   3%|▎         | 119/3515 [00:55<27:04,  2.09it/s]
overall:  91%|█████████ | 3635/4000 [36:04<02:58,  2.05it/s]

train:   3%|▎         | 120/3515 [00:55<27:38,  2.05it/s]
overall:  91%|█████████ | 3636/4000 [36:05<03:10,  1.91it/s]

train:   3%|▎         | 121/3515 [00:56<29:40,  1.91it/s]
overall:  91%|█████████ | 3637/4000 [36:05<03:09,  1.92it/s]

train:   3%|▎         | 122/3515 [00:56<29:27,  1.92it/s]
overall:  91%|█████████ | 3638/4000 [36:06<03:02,  1.98it/s]

train:   3%|▎         | 123/3515 [00:57<28:34,  1.98it/s]
overall:  91%|█████████ | 3639/4000 [36:06<03:02,  1.98it/s]

train:   4%|▎         | 124/3515 [00:57<28:31,  1.98it/s]
overall:  91%|█████████ | 3640/4000 [36:07<03:00,  1.99it/s]

train:   4%|▎         | 125/3515 [00:58<28:21,  1.99it/s]
overall:  91%|█████████ | 3641/4000 [36:07<02:59,  2.00it/s]

train:   4%|▎         | 126/3515 [00:58<28:13,  2.00it/s]
overall:  91%|█████████ | 3642/4000 [36:08<02:58,  2.00it/s]

train:   4%|▎         | 127/3515 [00:59<28:10,  2.00it/s]
overall:  91%|█████████ | 3643/4000 [36:08<02:58,  2.00it/s]

train:   4%|▎         | 128/3515 [00:59<28:13,  2.00it/s]
overall:  91%|█████████ | 3644/4000 [36:09<02:55,  2.02it/s]

train:   4%|▎         | 129/3515 [01:00<27:52,  2.02it/s]
overall:  91%|█████████ | 3645/4000 [36:09<02:55,  2.03it/s]

train:   4%|▎         | 130/3515 [01:00<27:50,  2.03it/s]
overall:  91%|█████████ | 3646/4000 [36:10<02:56,  2.00it/s]

train:   4%|▎         | 131/3515 [01:01<28:08,  2.00it/s]
overall:  91%|█████████ | 3647/4000 [36:10<02:38,  2.23it/s]

train:   4%|▍         | 132/3515 [01:01<25:14,  2.23it/s]
overall:  91%|█████████ | 3648/4000 [36:10<02:33,  2.30it/s]

train:   4%|▍         | 133/3515 [01:01<24:31,  2.30it/s]
overall:  91%|█████████ | 3649/4000 [36:11<02:36,  2.25it/s]

train:   4%|▍         | 134/3515 [01:02<25:04,  2.25it/s]
overall:  91%|█████████▏| 3650/4000 [36:11<02:26,  2.39it/s]

train:   4%|▍         | 135/3515 [01:02<23:36,  2.39it/s]
overall:  91%|█████████▏| 3651/4000 [36:11<02:11,  2.66it/s]

train:   4%|▍         | 136/3515 [01:03<21:10,  2.66it/s]
overall:  91%|█████████▏| 3652/4000 [36:12<02:21,  2.46it/s]

train:   4%|▍         | 137/3515 [01:03<22:53,  2.46it/s]
overall:  91%|█████████▏| 3653/4000 [36:12<02:33,  2.26it/s]

train:   4%|▍         | 138/3515 [01:04<24:56,  2.26it/s]
overall:  91%|█████████▏| 3654/4000 [36:12<01:59,  2.91it/s]

train:   4%|▍         | 139/3515 [01:04<19:21,  2.91it/s]
overall:  91%|█████████▏| 3655/4000 [36:13<02:15,  2.55it/s]

train:   4%|▍         | 140/3515 [01:04<22:03,  2.55it/s]
overall:  91%|█████████▏| 3656/4000 [36:14<02:27,  2.33it/s]

train:   4%|▍         | 141/3515 [01:05<24:05,  2.33it/s]
overall:  91%|█████████▏| 3657/4000 [36:14<02:35,  2.21it/s]

train:   4%|▍         | 142/3515 [01:05<25:28,  2.21it/s]
overall:  91%|█████████▏| 3658/4000 [36:14<02:37,  2.17it/s]

train:   4%|▍         | 143/3515 [01:06<25:54,  2.17it/s]
overall:  91%|█████████▏| 3659/4000 [36:15<02:40,  2.13it/s]

train:   4%|▍         | 144/3515 [01:06<26:23,  2.13it/s]
overall:  92%|█████████▏| 3660/4000 [36:16<02:49,  2.01it/s]

train:   4%|▍         | 145/3515 [01:07<27:56,  2.01it/s]
overall:  92%|█████████▏| 3661/4000 [36:16<02:46,  2.04it/s]

train:   4%|▍         | 146/3515 [01:07<27:33,  2.04it/s]
overall:  92%|█████████▏| 3662/4000 [36:17<02:45,  2.05it/s]

train:   4%|▍         | 147/3515 [01:08<27:24,  2.05it/s]
overall:  92%|█████████▏| 3663/4000 [36:17<02:08,  2.63it/s]

train:   4%|▍         | 148/3515 [01:08<21:21,  2.63it/s]
overall:  92%|█████████▏| 3664/4000 [36:17<02:21,  2.37it/s]

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train:   5%|▌         | 185/3515 [01:24<23:58,  2.32it/s]
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train:   5%|▌         | 189/3515 [01:26<25:51,  2.14it/s]
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train:   5%|▌         | 190/3515 [01:27<24:40,  2.25it/s]
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train:   5%|▌         | 191/3515 [01:27<25:37,  2.16it/s]
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train:   5%|▌         | 192/3515 [01:27<21:55,  2.53it/s]
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train:   6%|▌         | 208/3515 [01:35<27:51,  1.98it/s]
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train:   6%|▌         | 209/3515 [01:35<27:20,  2.02it/s]
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train:   6%|▌         | 210/3515 [01:36<27:09,  2.03it/s]
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train:   6%|▌         | 211/3515 [01:36<27:11,  2.03it/s]
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overall: 100%|█████████▉| 3991/4000 [38:50<00:04,  1.96it/s]

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overall: 100%|█████████▉| 3993/4000 [38:51<00:03,  2.25it/s]

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overall: 100%|█████████▉| 3994/4000 [38:52<00:02,  2.36it/s]

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overall: 100%|█████████▉| 3995/4000 [38:52<00:01,  3.00it/s]

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overall: 100%|█████████▉| 3997/4000 [38:53<00:01,  2.28it/s]

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overall: 100%|█████████▉| 3999/4000 [38:54<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [03:45<23:00,  2.20it/s]train loss: 1.8922920227050781
train per: 0.553270800341089
train loss: 1.8998181819915771
train per: 0.5557205672519728
train loss: 1.8243242502212524
train per: 0.5449431051599929
train loss: 1.864072561264038
train per: 0.5468794326241134
train loss: 1.8624041080474854
train per: 0.5520957476481477
train loss: 1.8643831014633179
train per: 0.5424481492507691
train loss: 1.8283828496932983
train per: 0.5469879518072289
train loss: 1.8631832599639893
train per: 0.5498238807494001
train loss: 1.8815803527832031
train per: 0.549521092317098
train loss: 1.8558118343353271
train per: 0.5471371779647891
train loss: 1.858546257019043
train per: 0.5477212982483538
train loss: 1.8623054027557373
train per: 0.5514948683623382
train loss: 1.820103645324707
train per: 0.541650913673598
train loss: 1.8814208507537842
train per: 0.5522984155159362
train loss: 1.9051682949066162
train per: 0.5549070526830021
train loss: 1.825746774673462
train per: 0.5401020641328357
train loss: 1.8541027307510376
train per: 0.548495148022265
train loss: 1.8516124486923218
train per: 0.5438275419498978
train loss: 1.8682867288589478
train per: 0.5522030887649875
train loss: 1.8215854167938232
train per: 0.5391751372823929
train loss: 1.8792310953140259
train per: 0.5495268620268621
train loss: 1.811492681503296
train per: 0.5414515773218619
train loss: 1.872999906539917
train per: 0.5468411143681037
train loss: 1.8341175317764282
train per: 0.542574401867341
train loss: 1.8286148309707642
train per: 0.5356912864714916
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  10%|▉         | 261/2703 [00:00<00:00, 2608.73it/s]


word -> phonemes:  23%|██▎       | 616/2703 [00:00<00:00, 3109.07it/s]


word -> phonemes:  36%|███▋      | 981/2703 [00:00<00:00, 3346.22it/s]


word -> phonemes:  49%|████▉     | 1320/2703 [00:00<00:00, 3362.28it/s]


word -> phonemes:  61%|██████▏   | 1657/2703 [00:00<00:00, 2792.89it/s]


word -> phonemes:  72%|███████▏  | 1950/2703 [00:00<00:00, 2743.09it/s]


word -> phonemes:  83%|████████▎ | 2233/2703 [00:00<00:00, 2539.76it/s]


word -> phonemes:  95%|█████████▌| 2579/2703 [00:00<00:00, 2793.56it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 2736.33it/s]



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overall: 100%|█████████▉| 3999/4000 [41:22<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [06:13<23:00,  2.20it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [41:22<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [06:13<23:00,  2.20it/s]
overall: 100%|██████████| 4000/4000 [41:22<00:00, 44.79s/it]

train:  14%|█▍        | 485/3515 [06:13<37:41:54, 44.79s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [06:14<38:56,  1.30it/s]   

overall: 100%|██████████| 4000/4000 [41:22<00:00,  1.61it/s]
dev loss: 2.2197399139404297
dev per: 0.6122008324661811
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt