/home/tony/Work/glockenspiel/s3prl/s3prl/upstream/byol_s/byol_a/common.py:20: UserWarning: torchaudio._backend.set_audio_backend has been deprecated. With dispatcher enabled, this function is no-op. You can remove the function call.
  torchaudio.set_audio_backend("sox_io")
/home/tony/Work/glockenspiel/s3prl/s3prl/run_downstream.py:157: UserWarning: torchaudio._backend.set_audio_backend has been deprecated. With dispatcher enabled, this function is no-op. You can remove the function call.
  torchaudio.set_audio_backend('sox_io')
Some weights of the model checkpoint at m-a-p/MERT-v1-95M were not used when initializing MERTModel: ['encoder.pos_conv_embed.conv.weight_g', 'encoder.pos_conv_embed.conv.weight_v']
- This IS expected if you are initializing MERTModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing MERTModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of MERTModel were not initialized from the model checkpoint at m-a-p/MERT-v1-95M and are newly initialized: ['encoder.pos_conv_embed.conv.parametrizations.weight.original1', 'encoder.pos_conv_embed.conv.parametrizations.weight.original0']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
[Featurizer] - The selected feature hidden_states's downsample rate is 320
[Runner] - Start a new experiment
m-a-p/MERT-v1-95M {'model_config': None, 'refresh': False}

overall:   0%|          | 0/4000 [00:00<?, ?it/s][LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  12%|█▏        | 421/3515 [00:00<00:00, 4208.87it/s]

word -> phonemes:  26%|██▌       | 898/3515 [00:00<00:00, 4535.13it/s]

word -> phonemes:  39%|███▉      | 1388/3515 [00:00<00:00, 4698.03it/s]

word -> phonemes:  53%|█████▎    | 1858/3515 [00:00<00:00, 4302.81it/s]

word -> phonemes:  65%|██████▌   | 2293/3515 [00:00<00:00, 4198.82it/s]

word -> phonemes:  78%|███████▊  | 2752/3515 [00:00<00:00, 4322.46it/s]

word -> phonemes:  91%|█████████▏| 3215/3515 [00:00<00:00, 4417.98it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4394.66it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<3:58:13,  3.57s/it]

train:   0%|          | 1/3515 [00:01<1:34:45,  1.62s/it]
overall:   0%|          | 2/4000 [00:04<2:02:28,  1.84s/it]

train:   0%|          | 2/3515 [00:02<1:00:26,  1.03s/it]
overall:   0%|          | 3/4000 [00:04<1:21:26,  1.22s/it]

train:   0%|          | 3/3515 [00:02<45:56,  1.27it/s]  
overall:   0%|          | 4/4000 [00:05<1:03:38,  1.05it/s]

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overall:   0%|          | 5/4000 [00:05<54:29,  1.22it/s]  

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overall:   0%|          | 7/4000 [00:06<40:34,  1.64it/s]

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overall:   0%|          | 8/4000 [00:07<37:22,  1.78it/s]

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overall:   0%|          | 9/4000 [00:07<35:36,  1.87it/s]

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overall:   0%|          | 10/4000 [00:08<34:23,  1.93it/s]

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overall:   0%|          | 11/4000 [00:08<34:02,  1.95it/s]

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overall:   0%|          | 12/4000 [00:09<33:37,  1.98it/s]

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overall:   0%|          | 15/4000 [00:10<27:19,  2.43it/s]

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overall:   0%|          | 16/4000 [00:10<29:14,  2.27it/s]

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overall:   0%|          | 17/4000 [00:11<29:55,  2.22it/s]

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overall:   0%|          | 18/4000 [00:11<30:48,  2.15it/s]

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overall:   0%|          | 19/4000 [00:11<24:50,  2.67it/s]

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overall:   0%|          | 20/4000 [00:12<26:33,  2.50it/s]

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overall:   1%|          | 21/4000 [00:12<26:22,  2.52it/s]

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overall:   1%|          | 22/4000 [00:13<24:22,  2.72it/s]

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

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overall:   1%|          | 24/4000 [00:13<21:25,  3.09it/s]

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overall:   1%|          | 25/4000 [00:13<17:01,  3.89it/s]

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overall:   1%|          | 26/4000 [00:14<22:03,  3.00it/s]

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overall:   1%|          | 28/4000 [00:15<28:24,  2.33it/s]

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overall:   1%|          | 29/4000 [00:15<29:56,  2.21it/s]

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overall:   1%|          | 30/4000 [00:16<30:26,  2.17it/s]

train:   1%|          | 30/3515 [00:14<26:43,  2.17it/s]
overall:   1%|          | 31/4000 [00:16<26:46,  2.47it/s]

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overall:   1%|          | 32/4000 [00:17<28:34,  2.31it/s]

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overall:   1%|          | 33/4000 [00:17<33:48,  1.96it/s]

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overall:   1%|          | 34/4000 [00:18<33:17,  1.99it/s]

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overall:   1%|          | 36/4000 [00:19<28:10,  2.35it/s]

train:   1%|          | 36/3515 [00:17<24:43,  2.35it/s]
overall:   1%|          | 37/4000 [00:19<29:30,  2.24it/s]

train:   1%|          | 37/3515 [00:17<25:53,  2.24it/s]
overall:   1%|          | 38/4000 [00:19<30:17,  2.18it/s]

train:   1%|          | 38/3515 [00:18<26:35,  2.18it/s]
overall:   1%|          | 39/4000 [00:20<30:29,  2.17it/s]

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overall:   1%|          | 40/4000 [00:20<30:04,  2.19it/s]

train:   1%|          | 40/3515 [00:18<26:23,  2.19it/s]
overall:   1%|          | 41/4000 [00:21<30:19,  2.18it/s]

train:   1%|          | 41/3515 [00:19<26:36,  2.18it/s]
overall:   1%|          | 42/4000 [00:21<23:14,  2.84it/s]

train:   1%|          | 42/3515 [00:19<20:23,  2.84it/s]
overall:   1%|          | 43/4000 [00:21<24:42,  2.67it/s]

train:   1%|          | 43/3515 [00:19<21:40,  2.67it/s]
overall:   1%|          | 44/4000 [00:22<26:43,  2.47it/s]

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overall:   1%|          | 45/4000 [00:22<26:12,  2.52it/s]

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overall:   1%|          | 46/4000 [00:23<28:10,  2.34it/s]

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overall:   1%|          | 47/4000 [00:23<29:04,  2.27it/s]

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overall:   1%|          | 48/4000 [00:24<29:41,  2.22it/s]

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overall:   1%|          | 49/4000 [00:24<30:35,  2.15it/s]

train:   1%|▏         | 49/3515 [00:22<26:49,  2.15it/s]
overall:   1%|▏         | 50/4000 [00:25<34:37,  1.90it/s]

train:   1%|▏         | 50/3515 [00:23<30:22,  1.90it/s]
overall:   1%|▏         | 51/4000 [00:25<32:41,  2.01it/s]

train:   1%|▏         | 51/3515 [00:23<28:40,  2.01it/s]
overall:   1%|▏         | 52/4000 [00:26<33:13,  1.98it/s]

train:   1%|▏         | 52/3515 [00:24<29:08,  1.98it/s]
overall:   1%|▏         | 53/4000 [00:26<34:15,  1.92it/s]

train:   2%|▏         | 53/3515 [00:24<30:02,  1.92it/s]
overall:   1%|▏         | 54/4000 [00:27<33:15,  1.98it/s]

train:   2%|▏         | 54/3515 [00:25<29:10,  1.98it/s]
overall:   1%|▏         | 55/4000 [00:27<30:17,  2.17it/s]

train:   2%|▏         | 55/3515 [00:25<26:34,  2.17it/s]
overall:   1%|▏         | 56/4000 [00:28<28:39,  2.29it/s]

train:   2%|▏         | 56/3515 [00:26<25:08,  2.29it/s]
overall:   1%|▏         | 57/4000 [00:28<29:28,  2.23it/s]

train:   2%|▏         | 57/3515 [00:26<25:50,  2.23it/s]
overall:   1%|▏         | 58/4000 [00:29<30:12,  2.17it/s]

train:   2%|▏         | 58/3515 [00:27<26:29,  2.17it/s]
overall:   1%|▏         | 59/4000 [00:29<30:26,  2.16it/s]

train:   2%|▏         | 59/3515 [00:27<26:42,  2.16it/s]
overall:   2%|▏         | 60/4000 [00:30<30:59,  2.12it/s]

train:   2%|▏         | 60/3515 [00:28<27:10,  2.12it/s]
overall:   2%|▏         | 61/4000 [00:30<31:23,  2.09it/s]

train:   2%|▏         | 61/3515 [00:28<27:31,  2.09it/s]
overall:   2%|▏         | 62/4000 [00:30<31:17,  2.10it/s]

train:   2%|▏         | 62/3515 [00:29<27:25,  2.10it/s]
overall:   2%|▏         | 63/4000 [00:31<31:10,  2.11it/s]

train:   2%|▏         | 63/3515 [00:29<27:19,  2.11it/s]
overall:   2%|▏         | 64/4000 [00:31<30:18,  2.16it/s]

train:   2%|▏         | 64/3515 [00:29<26:34,  2.16it/s]
overall:   2%|▏         | 65/4000 [00:32<31:02,  2.11it/s]

train:   2%|▏         | 65/3515 [00:30<27:13,  2.11it/s]
overall:   2%|▏         | 66/4000 [00:32<29:54,  2.19it/s]

train:   2%|▏         | 66/3515 [00:30<26:13,  2.19it/s]
overall:   2%|▏         | 67/4000 [00:33<29:38,  2.21it/s]

train:   2%|▏         | 67/3515 [00:31<25:59,  2.21it/s]
overall:   2%|▏         | 68/4000 [00:33<29:49,  2.20it/s]

train:   2%|▏         | 68/3515 [00:31<26:08,  2.20it/s]
overall:   2%|▏         | 69/4000 [00:34<30:22,  2.16it/s]

train:   2%|▏         | 69/3515 [00:32<26:37,  2.16it/s]
overall:   2%|▏         | 70/4000 [00:34<29:38,  2.21it/s]

train:   2%|▏         | 70/3515 [00:32<25:59,  2.21it/s]
overall:   2%|▏         | 71/4000 [00:34<23:43,  2.76it/s]

train:   2%|▏         | 71/3515 [00:32<20:47,  2.76it/s]
overall:   2%|▏         | 72/4000 [00:35<25:58,  2.52it/s]

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overall:   2%|▏         | 73/4000 [00:35<27:51,  2.35it/s]

train:   2%|▏         | 73/3515 [00:33<24:25,  2.35it/s]
overall:   2%|▏         | 74/4000 [00:36<33:01,  1.98it/s]

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overall:   2%|▏         | 75/4000 [00:36<32:28,  2.01it/s]

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overall:   2%|▏         | 76/4000 [00:37<33:31,  1.95it/s]

train:   2%|▏         | 76/3515 [00:35<29:23,  1.95it/s]
overall:   2%|▏         | 77/4000 [00:38<34:32,  1.89it/s]

train:   2%|▏         | 77/3515 [00:36<30:16,  1.89it/s]
overall:   2%|▏         | 78/4000 [00:38<27:31,  2.38it/s]

train:   2%|▏         | 78/3515 [00:36<24:06,  2.38it/s]
overall:   2%|▏         | 79/4000 [00:38<27:53,  2.34it/s]

train:   2%|▏         | 79/3515 [00:36<24:26,  2.34it/s]
overall:   2%|▏         | 80/4000 [00:39<28:48,  2.27it/s]

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overall:   2%|▏         | 83/4000 [00:40<27:37,  2.36it/s]

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overall:   2%|▏         | 84/4000 [00:40<28:44,  2.27it/s]

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overall:   2%|▏         | 87/4000 [00:42<31:24,  2.08it/s]

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overall:   2%|▏         | 88/4000 [00:42<31:29,  2.07it/s]

train:   3%|▎         | 88/3515 [00:40<27:34,  2.07it/s]
overall:   2%|▏         | 89/4000 [00:43<30:33,  2.13it/s]

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overall:   2%|▏         | 91/4000 [00:44<31:56,  2.04it/s]

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overall:   2%|▏         | 92/4000 [00:44<31:42,  2.05it/s]

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train:   4%|▍         | 143/3515 [01:06<24:27,  2.30it/s]
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train:   4%|▍         | 144/3515 [01:06<21:32,  2.61it/s]
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train:   4%|▍         | 145/3515 [01:07<23:29,  2.39it/s]
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train:   4%|▍         | 146/3515 [01:08<27:40,  2.03it/s]
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train:   4%|▍         | 147/3515 [01:08<28:02,  2.00it/s]
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train:   4%|▍         | 148/3515 [01:09<29:00,  1.93it/s]
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train:   4%|▍         | 149/3515 [01:09<29:31,  1.90it/s]
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train:   4%|▍         | 150/3515 [01:10<28:36,  1.96it/s]
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train:   4%|▍         | 151/3515 [01:10<28:06,  1.99it/s]
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train:   4%|▍         | 152/3515 [01:11<28:05,  2.00it/s]
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train:   4%|▍         | 153/3515 [01:11<27:34,  2.03it/s]
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train:   4%|▍         | 154/3515 [01:12<26:32,  2.11it/s]
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train:   4%|▍         | 155/3515 [01:12<27:08,  2.06it/s]
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train:   4%|▍         | 156/3515 [01:13<27:13,  2.06it/s]
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train:   4%|▍         | 157/3515 [01:13<27:02,  2.07it/s]
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train:   4%|▍         | 158/3515 [01:13<27:08,  2.06it/s]
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train:   5%|▍         | 159/3515 [01:14<27:40,  2.02it/s]
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train:   5%|▍         | 160/3515 [01:14<23:12,  2.41it/s]
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train:   5%|▍         | 161/3515 [01:15<24:15,  2.30it/s]
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train:   5%|▍         | 162/3515 [01:15<25:12,  2.22it/s]
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train:   5%|▍         | 164/3515 [01:16<26:23,  2.12it/s]
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train:   5%|▍         | 165/3515 [01:17<26:35,  2.10it/s]
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train:   5%|▍         | 166/3515 [01:17<26:36,  2.10it/s]
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train:   5%|▍         | 167/3515 [01:17<22:45,  2.45it/s]
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train:   5%|▍         | 168/3515 [01:18<24:37,  2.27it/s]
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train:   5%|▍         | 169/3515 [01:18<25:20,  2.20it/s]
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train:   5%|▍         | 170/3515 [01:19<29:08,  1.91it/s]
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train:   5%|▍         | 171/3515 [01:20<28:52,  1.93it/s]
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train:   5%|▍         | 172/3515 [01:20<29:50,  1.87it/s]
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train:   5%|▍         | 173/3515 [01:20<26:12,  2.12it/s]
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train:   5%|▍         | 174/3515 [01:21<27:05,  2.06it/s]
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train:   5%|▍         | 175/3515 [01:22<27:43,  2.01it/s]
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train:   5%|▌         | 176/3515 [01:22<27:55,  1.99it/s]
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train:   5%|▌         | 177/3515 [01:23<28:05,  1.98it/s]
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train:   5%|▌         | 178/3515 [01:23<27:57,  1.99it/s]
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train:   5%|▌         | 179/3515 [01:24<27:34,  2.02it/s]
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train:   5%|▌         | 180/3515 [01:24<28:12,  1.97it/s]
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train:   5%|▌         | 181/3515 [01:25<27:57,  1.99it/s]
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train:   5%|▌         | 182/3515 [01:25<28:09,  1.97it/s]
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train:   5%|▌         | 183/3515 [01:26<28:05,  1.98it/s]
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train:   5%|▌         | 184/3515 [01:26<26:43,  2.08it/s]
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train:   5%|▌         | 185/3515 [01:26<26:17,  2.11it/s]
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train:   5%|▌         | 186/3515 [01:27<26:22,  2.10it/s]
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train:   5%|▌         | 187/3515 [01:27<24:46,  2.24it/s]
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train:   5%|▌         | 188/3515 [01:28<23:40,  2.34it/s]
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train:   5%|▌         | 189/3515 [01:28<24:20,  2.28it/s]
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train:   5%|▌         | 190/3515 [01:29<23:28,  2.36it/s]
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train:   5%|▌         | 191/3515 [01:29<23:57,  2.31it/s]
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train:   5%|▌         | 192/3515 [01:29<19:57,  2.77it/s]
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train:   6%|▌         | 217/3515 [01:41<26:17,  2.09it/s]
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train:   6%|▋         | 220/3515 [01:43<27:47,  1.98it/s]
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train:   6%|▋         | 221/3515 [01:43<27:58,  1.96it/s]
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train:   6%|▋         | 224/3515 [01:45<26:50,  2.04it/s]
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train:   6%|▋         | 225/3515 [01:45<26:45,  2.05it/s]
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train:   6%|▋         | 227/3515 [01:46<26:13,  2.09it/s]
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train:   6%|▋         | 228/3515 [01:46<20:07,  2.72it/s]
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train:   7%|▋         | 229/3515 [01:47<22:07,  2.48it/s]
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train:   7%|▋         | 230/3515 [01:47<23:57,  2.28it/s]
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train:   7%|▋         | 233/3515 [01:48<22:52,  2.39it/s]
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overall:   6%|▌         | 249/4000 [01:58<30:03,  2.08it/s]

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train:   8%|▊         | 267/3515 [02:05<28:26,  1.90it/s]
overall:   7%|▋         | 268/4000 [02:08<32:23,  1.92it/s]

train:   8%|▊         | 268/3515 [02:06<28:10,  1.92it/s]
overall:   7%|▋         | 269/4000 [02:08<31:24,  1.98it/s]

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overall:   7%|▋         | 270/4000 [02:09<30:00,  2.07it/s]

train:   8%|▊         | 270/3515 [02:07<26:06,  2.07it/s]
overall:   7%|▋         | 271/4000 [02:09<30:47,  2.02it/s]

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overall:   7%|▋         | 272/4000 [02:10<31:11,  1.99it/s]

train:   8%|▊         | 272/3515 [02:08<27:08,  1.99it/s]
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train:   8%|▊         | 273/3515 [02:08<26:51,  2.01it/s]
overall:   7%|▋         | 274/4000 [02:11<30:52,  2.01it/s]

train:   8%|▊         | 274/3515 [02:09<26:51,  2.01it/s]
overall:   7%|▋         | 275/4000 [02:11<31:01,  2.00it/s]

train:   8%|▊         | 275/3515 [02:09<26:58,  2.00it/s]
overall:   7%|▋         | 276/4000 [02:12<31:07,  1.99it/s]

train:   8%|▊         | 276/3515 [02:10<27:04,  1.99it/s]
overall:   7%|▋         | 277/4000 [02:12<30:17,  2.05it/s]

train:   8%|▊         | 277/3515 [02:10<26:20,  2.05it/s]
overall:   7%|▋         | 278/4000 [02:13<29:29,  2.10it/s]

train:   8%|▊         | 278/3515 [02:11<25:39,  2.10it/s]
overall:   7%|▋         | 279/4000 [02:13<29:46,  2.08it/s]

train:   8%|▊         | 279/3515 [02:11<25:53,  2.08it/s]
overall:   7%|▋         | 280/4000 [02:14<30:16,  2.05it/s]

train:   8%|▊         | 280/3515 [02:12<26:19,  2.05it/s]
overall:   7%|▋         | 281/4000 [02:14<30:30,  2.03it/s]

train:   8%|▊         | 281/3515 [02:12<26:31,  2.03it/s]
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overall:   7%|▋         | 283/4000 [02:15<26:26,  2.34it/s]

train:   8%|▊         | 283/3515 [02:13<22:59,  2.34it/s]
overall:   7%|▋         | 284/4000 [02:16<27:57,  2.22it/s]

train:   8%|▊         | 284/3515 [02:14<24:18,  2.22it/s]
overall:   7%|▋         | 285/4000 [02:16<28:48,  2.15it/s]

train:   8%|▊         | 285/3515 [02:14<25:02,  2.15it/s]
overall:   7%|▋         | 286/4000 [02:17<29:39,  2.09it/s]

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overall:   7%|▋         | 287/4000 [02:17<28:45,  2.15it/s]

train:   8%|▊         | 287/3515 [02:15<25:00,  2.15it/s]
overall:   7%|▋         | 288/4000 [02:17<28:01,  2.21it/s]

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overall:   7%|▋         | 289/4000 [02:18<28:47,  2.15it/s]

train:   8%|▊         | 289/3515 [02:16<25:02,  2.15it/s]
overall:   7%|▋         | 290/4000 [02:19<33:44,  1.83it/s]

train:   8%|▊         | 290/3515 [02:17<29:19,  1.83it/s]
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overall:   7%|▋         | 293/4000 [02:20<32:42,  1.89it/s]

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train:   8%|▊         | 297/3515 [02:20<27:16,  1.97it/s]
overall:   7%|▋         | 298/4000 [02:23<31:28,  1.96it/s]

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overall:   7%|▋         | 299/4000 [02:23<29:19,  2.10it/s]

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overall:   8%|▊         | 300/4000 [02:24<30:14,  2.04it/s]

train:   9%|▊         | 300/3515 [02:22<26:17,  2.04it/s]
overall:   8%|▊         | 301/4000 [02:24<29:27,  2.09it/s]

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overall:  12%|█▏        | 482/4000 [03:50<30:14,  1.94it/s]

train:  14%|█▎        | 482/3515 [03:48<26:04,  1.94it/s]
overall:  12%|█▏        | 483/4000 [03:50<29:10,  2.01it/s]

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overall:  12%|█▏        | 484/4000 [03:50<24:20,  2.41it/s]

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overall:  12%|█▏        | 485/4000 [03:51<26:54,  2.18it/s]

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overall:  12%|█▏        | 486/4000 [03:51<27:28,  2.13it/s]

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overall:  12%|█▏        | 487/4000 [03:52<27:50,  2.10it/s]

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overall:  12%|█▏        | 488/4000 [03:52<28:28,  2.06it/s]

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overall:  12%|█▏        | 489/4000 [03:53<28:38,  2.04it/s]

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overall:  12%|█▏        | 490/4000 [03:53<27:28,  2.13it/s]

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overall:  12%|█▏        | 491/4000 [03:54<24:00,  2.44it/s]

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overall:  12%|█▏        | 492/4000 [03:54<19:33,  2.99it/s]

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overall:  12%|█▏        | 493/4000 [03:54<22:18,  2.62it/s]

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overall:  12%|█▏        | 494/4000 [03:55<24:21,  2.40it/s]

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overall:  12%|█▏        | 495/4000 [03:55<25:44,  2.27it/s]

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overall:  12%|█▏        | 496/4000 [03:56<26:59,  2.16it/s]

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overall:  12%|█▏        | 497/4000 [03:56<25:35,  2.28it/s]

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overall:  12%|█▏        | 498/4000 [03:57<26:26,  2.21it/s]

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overall:  12%|█▏        | 499/4000 [03:57<22:31,  2.59it/s]

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overall:  12%|█▎        | 500/4000 [03:57<24:29,  2.38it/s]

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overall:  13%|█▎        | 501/4000 [03:58<25:41,  2.27it/s]

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overall:  13%|█▎        | 502/4000 [03:58<25:46,  2.26it/s]

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overall:  13%|█▎        | 503/4000 [03:59<25:51,  2.25it/s]

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overall:  13%|█▎        | 504/4000 [03:59<26:31,  2.20it/s]

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overall:  13%|█▎        | 505/4000 [04:00<27:09,  2.14it/s]

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overall:  13%|█▎        | 506/4000 [04:00<28:44,  2.03it/s]

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overall:  13%|█▎        | 507/4000 [04:01<27:58,  2.08it/s]

train:  14%|█▍        | 507/3515 [03:59<24:05,  2.08it/s]
overall:  13%|█▎        | 508/4000 [04:01<29:29,  1.97it/s]

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overall:  13%|█▎        | 509/4000 [04:02<30:26,  1.91it/s]

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overall:  13%|█▎        | 510/4000 [04:02<29:57,  1.94it/s]

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overall:  13%|█▎        | 511/4000 [04:03<29:49,  1.95it/s]

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overall:  13%|█▎        | 512/4000 [04:03<29:53,  1.95it/s]

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overall:  13%|█▎        | 513/4000 [04:04<28:47,  2.02it/s]

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overall:  13%|█▎        | 514/4000 [04:04<25:47,  2.25it/s]

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overall:  13%|█▎        | 515/4000 [04:04<21:03,  2.76it/s]

train:  15%|█▍        | 515/3515 [04:02<18:07,  2.76it/s]
overall:  13%|█▎        | 516/4000 [04:05<23:38,  2.46it/s]

train:  15%|█▍        | 516/3515 [04:03<20:21,  2.46it/s]
overall:  13%|█▎        | 517/4000 [04:05<25:42,  2.26it/s]

train:  15%|█▍        | 517/3515 [04:03<22:07,  2.26it/s]
overall:  13%|█▎        | 518/4000 [04:06<26:24,  2.20it/s]

train:  15%|█▍        | 518/3515 [04:04<22:43,  2.20it/s]
overall:  13%|█▎        | 519/4000 [04:06<27:27,  2.11it/s]

train:  15%|█▍        | 519/3515 [04:04<23:37,  2.11it/s]
overall:  13%|█▎        | 520/4000 [04:07<25:51,  2.24it/s]

train:  15%|█▍        | 520/3515 [04:05<22:15,  2.24it/s]
overall:  13%|█▎        | 521/4000 [04:07<21:09,  2.74it/s]

train:  15%|█▍        | 521/3515 [04:05<18:12,  2.74it/s]
overall:  13%|█▎        | 522/4000 [04:07<23:36,  2.46it/s]

train:  15%|█▍        | 522/3515 [04:05<20:18,  2.46it/s]
overall:  13%|█▎        | 523/4000 [04:08<25:22,  2.28it/s]

train:  15%|█▍        | 523/3515 [04:06<21:49,  2.28it/s]
overall:  13%|█▎        | 524/4000 [04:08<25:32,  2.27it/s]

train:  15%|█▍        | 524/3515 [04:06<21:58,  2.27it/s]
overall:  13%|█▎        | 525/4000 [04:09<25:38,  2.26it/s]

train:  15%|█▍        | 525/3515 [04:07<22:03,  2.26it/s]
overall:  13%|█▎        | 526/4000 [04:09<25:49,  2.24it/s]

train:  15%|█▍        | 526/3515 [04:07<22:13,  2.24it/s]
overall:  13%|█▎        | 527/4000 [04:10<27:01,  2.14it/s]

train:  15%|█▍        | 527/3515 [04:08<23:14,  2.14it/s]
overall:  13%|█▎        | 528/4000 [04:10<27:16,  2.12it/s]

train:  15%|█▌        | 528/3515 [04:08<23:28,  2.12it/s]
overall:  13%|█▎        | 529/4000 [04:11<27:50,  2.08it/s]

train:  15%|█▌        | 529/3515 [04:09<23:57,  2.08it/s]
overall:  13%|█▎        | 530/4000 [04:11<28:31,  2.03it/s]

train:  15%|█▌        | 530/3515 [04:09<24:32,  2.03it/s]
overall:  13%|█▎        | 531/4000 [04:12<28:42,  2.01it/s]

train:  15%|█▌        | 531/3515 [04:10<24:41,  2.01it/s]
overall:  13%|█▎        | 532/4000 [04:12<30:22,  1.90it/s]

train:  15%|█▌        | 532/3515 [04:10<26:07,  1.90it/s]
overall:  13%|█▎        | 533/4000 [04:13<30:07,  1.92it/s]

train:  15%|█▌        | 533/3515 [04:11<25:54,  1.92it/s]
overall:  13%|█▎        | 534/4000 [04:13<29:43,  1.94it/s]

train:  15%|█▌        | 534/3515 [04:11<25:33,  1.94it/s]
overall:  13%|█▎        | 535/4000 [04:14<29:39,  1.95it/s]

train:  15%|█▌        | 535/3515 [04:12<25:30,  1.95it/s]
overall:  13%|█▎        | 536/4000 [04:14<29:49,  1.94it/s]

train:  15%|█▌        | 536/3515 [04:12<25:39,  1.94it/s]
overall:  13%|█▎        | 537/4000 [04:15<29:30,  1.96it/s]

train:  15%|█▌        | 537/3515 [04:13<25:22,  1.96it/s]
overall:  13%|█▎        | 538/4000 [04:15<23:37,  2.44it/s]

train:  15%|█▌        | 538/3515 [04:13<20:18,  2.44it/s]
overall:  13%|█▎        | 539/4000 [04:15<18:19,  3.15it/s]

train:  15%|█▌        | 539/3515 [04:13<15:45,  3.15it/s]
overall:  14%|█▎        | 540/4000 [04:15<16:54,  3.41it/s]

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overall:  14%|█▎        | 541/4000 [04:15<13:37,  4.23it/s]

train:  15%|█▌        | 541/3515 [04:14<11:43,  4.23it/s]
overall:  14%|█▎        | 542/4000 [04:16<17:11,  3.35it/s]

train:  15%|█▌        | 542/3515 [04:14<14:47,  3.35it/s]
overall:  14%|█▎        | 543/4000 [04:16<18:39,  3.09it/s]

train:  15%|█▌        | 543/3515 [04:14<16:02,  3.09it/s]
overall:  14%|█▎        | 544/4000 [04:17<21:23,  2.69it/s]

train:  15%|█▌        | 544/3515 [04:15<18:23,  2.69it/s]
overall:  14%|█▎        | 545/4000 [04:17<24:04,  2.39it/s]

train:  16%|█▌        | 545/3515 [04:15<20:41,  2.39it/s]
overall:  14%|█▎        | 546/4000 [04:18<25:32,  2.25it/s]

train:  16%|█▌        | 546/3515 [04:16<21:57,  2.25it/s]
overall:  14%|█▎        | 547/4000 [04:18<26:33,  2.17it/s]

train:  16%|█▌        | 547/3515 [04:16<22:49,  2.17it/s]
overall:  14%|█▎        | 548/4000 [04:19<23:10,  2.48it/s]

train:  16%|█▌        | 548/3515 [04:17<19:54,  2.48it/s]
overall:  14%|█▎        | 549/4000 [04:19<24:46,  2.32it/s]

train:  16%|█▌        | 549/3515 [04:17<21:17,  2.32it/s]
overall:  14%|█▍        | 550/4000 [04:20<26:13,  2.19it/s]

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overall:  14%|█▍        | 551/4000 [04:20<26:54,  2.14it/s]

train:  16%|█▌        | 551/3515 [04:18<23:07,  2.14it/s]
overall:  14%|█▍        | 552/4000 [04:21<27:25,  2.10it/s]

train:  16%|█▌        | 552/3515 [04:19<23:34,  2.10it/s]
overall:  14%|█▍        | 553/4000 [04:21<25:59,  2.21it/s]

train:  16%|█▌        | 553/3515 [04:19<22:19,  2.21it/s]
overall:  14%|█▍        | 554/4000 [04:22<30:17,  1.90it/s]

train:  16%|█▌        | 554/3515 [04:20<26:01,  1.90it/s]
overall:  14%|█▍        | 555/4000 [04:22<29:43,  1.93it/s]

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overall:  14%|█▍        | 556/4000 [04:23<30:47,  1.86it/s]

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overall:  14%|█▍        | 557/4000 [04:23<31:22,  1.83it/s]

train:  16%|█▌        | 557/3515 [04:21<26:57,  1.83it/s]
overall:  14%|█▍        | 558/4000 [04:24<30:28,  1.88it/s]

train:  16%|█▌        | 558/3515 [04:22<26:11,  1.88it/s]
overall:  14%|█▍        | 559/4000 [04:24<27:32,  2.08it/s]

train:  16%|█▌        | 559/3515 [04:22<23:39,  2.08it/s]
overall:  14%|█▍        | 560/4000 [04:25<28:12,  2.03it/s]

train:  16%|█▌        | 560/3515 [04:23<24:14,  2.03it/s]
overall:  14%|█▍        | 561/4000 [04:25<28:48,  1.99it/s]

train:  16%|█▌        | 561/3515 [04:23<24:44,  1.99it/s]
overall:  14%|█▍        | 562/4000 [04:26<28:52,  1.98it/s]

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overall:  14%|█▍        | 563/4000 [04:26<29:09,  1.96it/s]

train:  16%|█▌        | 563/3515 [04:24<25:02,  1.96it/s]
overall:  14%|█▍        | 564/4000 [04:27<28:59,  1.98it/s]

train:  16%|█▌        | 564/3515 [04:25<24:53,  1.98it/s]
overall:  14%|█▍        | 565/4000 [04:27<28:36,  2.00it/s]

train:  16%|█▌        | 565/3515 [04:25<24:33,  2.00it/s]
overall:  14%|█▍        | 566/4000 [04:28<28:28,  2.01it/s]

train:  16%|█▌        | 566/3515 [04:26<24:27,  2.01it/s]
overall:  14%|█▍        | 567/4000 [04:28<28:12,  2.03it/s]

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overall:  14%|█▍        | 569/4000 [04:29<23:19,  2.45it/s]

train:  16%|█▌        | 569/3515 [04:27<20:01,  2.45it/s]
overall:  14%|█▍        | 570/4000 [04:29<24:01,  2.38it/s]

train:  16%|█▌        | 570/3515 [04:27<20:38,  2.38it/s]
overall:  14%|█▍        | 571/4000 [04:30<25:33,  2.24it/s]

train:  16%|█▌        | 571/3515 [04:28<21:57,  2.24it/s]
overall:  14%|█▍        | 572/4000 [04:30<26:38,  2.14it/s]

train:  16%|█▋        | 572/3515 [04:28<22:52,  2.14it/s]
overall:  14%|█▍        | 573/4000 [04:31<26:30,  2.15it/s]

train:  16%|█▋        | 573/3515 [04:29<22:45,  2.15it/s]
overall:  14%|█▍        | 574/4000 [04:31<20:56,  2.73it/s]

train:  16%|█▋        | 574/3515 [04:29<17:58,  2.73it/s]
overall:  14%|█▍        | 575/4000 [04:31<23:03,  2.48it/s]

train:  16%|█▋        | 575/3515 [04:29<19:47,  2.48it/s]
overall:  14%|█▍        | 576/4000 [04:32<18:22,  3.11it/s]

train:  16%|█▋        | 576/3515 [04:30<15:46,  3.11it/s]
overall:  14%|█▍        | 577/4000 [04:32<21:28,  2.66it/s]

train:  16%|█▋        | 577/3515 [04:30<18:25,  2.66it/s]
overall:  14%|█▍        | 578/4000 [04:33<27:48,  2.05it/s]

train:  16%|█▋        | 578/3515 [04:31<23:51,  2.05it/s]
overall:  14%|█▍        | 579/4000 [04:33<28:26,  2.00it/s]

train:  16%|█▋        | 579/3515 [04:31<24:24,  2.00it/s]
overall:  14%|█▍        | 580/4000 [04:34<29:28,  1.93it/s]

train:  17%|█▋        | 580/3515 [04:32<25:18,  1.93it/s]
overall:  15%|█▍        | 581/4000 [04:34<29:53,  1.91it/s]

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overall:  15%|█▍        | 582/4000 [04:35<29:49,  1.91it/s]

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overall:  15%|█▍        | 584/4000 [04:36<29:02,  1.96it/s]

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overall:  15%|█▍        | 586/4000 [04:37<27:42,  2.05it/s]

train:  17%|█▋        | 586/3515 [04:35<23:45,  2.05it/s]
overall:  15%|█▍        | 587/4000 [04:37<22:19,  2.55it/s]

train:  17%|█▋        | 587/3515 [04:35<19:09,  2.55it/s]
overall:  15%|█▍        | 588/4000 [04:37<22:27,  2.53it/s]

train:  17%|█▋        | 588/3515 [04:35<19:15,  2.53it/s]
overall:  15%|█▍        | 589/4000 [04:38<23:53,  2.38it/s]

train:  17%|█▋        | 589/3515 [04:36<20:29,  2.38it/s]
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train:  17%|█▋        | 590/3515 [04:36<21:39,  2.25it/s]
overall:  15%|█▍        | 591/4000 [04:39<23:07,  2.46it/s]

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train:  17%|█▋        | 592/3515 [04:37<21:10,  2.30it/s]
overall:  15%|█▍        | 593/4000 [04:40<25:45,  2.20it/s]

train:  17%|█▋        | 593/3515 [04:38<22:05,  2.20it/s]
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overall:  15%|█▍        | 595/4000 [04:41<26:07,  2.17it/s]

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overall:  15%|█▍        | 596/4000 [04:41<27:11,  2.09it/s]

train:  17%|█▋        | 596/3515 [04:39<23:18,  2.09it/s]
overall:  15%|█▍        | 597/4000 [04:42<27:38,  2.05it/s]

train:  17%|█▋        | 597/3515 [04:40<23:42,  2.05it/s]
overall:  15%|█▍        | 598/4000 [04:42<28:10,  2.01it/s]

train:  17%|█▋        | 598/3515 [04:40<24:09,  2.01it/s]
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train:  17%|█▋        | 599/3515 [04:40<19:40,  2.47it/s]
overall:  15%|█▌        | 600/4000 [04:43<24:43,  2.29it/s]

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overall:  17%|█▋        | 668/4000 [05:14<25:05,  2.21it/s]

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train:  28%|██▊       | 999/3515 [07:55<22:10,  1.89it/s]train loss: 5.731454372406006
train per: 0.968665801816186
train loss: 4.130789756774902
train per: 0.8958609359266522
train loss: 3.801539897918701
train per: 0.8666265281013587
train loss: 3.7015042304992676
train per: 0.836200290659268
train loss: 3.365870714187622
train per: 0.7778172516697456
train loss: 2.79189133644104
train per: 0.7080593325092707
train loss: 2.460272789001465
train per: 0.6625368864460613
train loss: 2.378706693649292
train per: 0.6448464112304713
train loss: 2.3190245628356934
train per: 0.6440897426842762
train loss: 2.2376437187194824
train per: 0.6241518263356298
train loss: 2.2459397315979004
train per: 0.624880873836229
train loss: 2.238395929336548
train per: 0.6226301835826121
train loss: 2.153791904449463
train per: 0.6143721178133618
train loss: 2.13824462890625
train per: 0.6121812195960886
train loss: 2.1299874782562256
train per: 0.6064680319800245
train loss: 2.1243743896484375
train per: 0.6099244822171822
train loss: 2.0854756832122803
train per: 0.5985449139562122
train loss: 2.101818323135376
train per: 0.6030854789978878
train loss: 2.0992960929870605
train per: 0.5959356103487312
train loss: 2.1193675994873047
train per: 0.6023181161018403
train loss: 2.0547099113464355
train per: 0.5925050486506334
train loss: 2.073786735534668
train per: 0.5997068131049889
train loss: 2.0899298191070557
train per: 0.6000933876365145
train loss: 2.1034646034240723
train per: 0.5955583918315253
train loss: 2.067310094833374
train per: 0.5990776970374511
train loss: 2.1165661811828613
train per: 0.5991910425372334
train loss: 2.1239309310913086
train per: 0.6085345736769517
train loss: 2.1183149814605713
train per: 0.5981520088538852
train loss: 2.0833640098571777
train per: 0.5900990099009901
train loss: 2.0544466972351074
train per: 0.5864976693028858
train loss: 2.052159070968628
train per: 0.5937331726454524
train loss: 2.0293354988098145
train per: 0.5825144686614949
train loss: 2.0626893043518066
train per: 0.5939944169202525
train loss: 2.0738329887390137
train per: 0.5894947585017936
train loss: 2.017793655395508
train per: 0.5851712236555455
train loss: 2.0058538913726807
train per: 0.5834596232950855
train loss: 2.0344815254211426
train per: 0.5876709386410826
train loss: 1.9949290752410889
train per: 0.583732057416268
train loss: 2.01423978805542
train per: 0.5860802272615957
train loss: 1.9902061223983765
train per: 0.5777629336158843
train loss: 1.962768793106079
train per: 0.5783915712145378
train loss: 2.0324246883392334
train per: 0.5916038359035102
train loss: 1.9899444580078125
train per: 0.57847533632287
train loss: 1.9775327444076538
train per: 0.5796231754933047
train loss: 2.0111021995544434
train per: 0.5790811740838705
train loss: 2.017326831817627
train per: 0.5757122187297311
train loss: 1.98345148563385
train per: 0.5793716602174314
train loss: 1.9968383312225342
train per: 0.5833353870419203
train loss: 1.9904245138168335
train per: 0.5822189265897875
train loss: 1.9876344203948975
train per: 0.5746359496866688
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   6%|▌         | 161/2703 [00:00<00:01, 1608.96it/s]


word -> phonemes:  19%|█▊        | 505/2703 [00:00<00:00, 2683.49it/s]


word -> phonemes:  36%|███▋      | 983/2703 [00:00<00:00, 3570.98it/s]


word -> phonemes:  54%|█████▍    | 1457/2703 [00:00<00:00, 4025.03it/s]


word -> phonemes:  69%|██████▉   | 1859/2703 [00:00<00:00, 2491.45it/s]


word -> phonemes:  82%|████████▏ | 2205/2703 [00:00<00:00, 2723.74it/s]


word -> phonemes:  94%|█████████▍| 2543/2703 [00:00<00:00, 2881.41it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 2765.48it/s]



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train:  55%|█████▍    | 1924/3515 [17:41<11:26,  2.32it/s]
overall:  48%|████▊     | 1925/4000 [17:43<13:12,  2.62it/s]

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train:  55%|█████▍    | 1927/3515 [17:42<13:05,  2.02it/s]
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train:  55%|█████▍    | 1928/3515 [17:43<11:09,  2.37it/s]
overall:  48%|████▊     | 1929/4000 [17:45<15:19,  2.25it/s]

train:  55%|█████▍    | 1929/3515 [17:43<11:44,  2.25it/s]
overall:  48%|████▊     | 1930/4000 [17:46<16:26,  2.10it/s]

train:  55%|█████▍    | 1930/3515 [17:44<12:35,  2.10it/s]
overall:  48%|████▊     | 1931/4000 [17:46<16:42,  2.06it/s]

train:  55%|█████▍    | 1931/3515 [17:44<12:47,  2.06it/s]
overall:  48%|████▊     | 1932/4000 [17:46<13:13,  2.61it/s]

train:  55%|█████▍    | 1932/3515 [17:44<10:07,  2.61it/s]
overall:  48%|████▊     | 1933/4000 [17:47<14:28,  2.38it/s]

train:  55%|█████▍    | 1933/3515 [17:45<11:05,  2.38it/s]
overall:  48%|████▊     | 1934/4000 [17:47<14:53,  2.31it/s]

train:  55%|█████▌    | 1934/3515 [17:45<11:23,  2.31it/s]
overall:  48%|████▊     | 1935/4000 [17:48<15:40,  2.20it/s]

train:  55%|█████▌    | 1935/3515 [17:46<11:59,  2.20it/s]
overall:  48%|████▊     | 1936/4000 [17:48<16:15,  2.12it/s]

train:  55%|█████▌    | 1936/3515 [17:46<12:26,  2.12it/s]
overall:  48%|████▊     | 1937/4000 [17:49<16:43,  2.06it/s]

train:  55%|█████▌    | 1937/3515 [17:47<12:47,  2.06it/s]
overall:  48%|████▊     | 1938/4000 [17:49<14:37,  2.35it/s]

train:  55%|█████▌    | 1938/3515 [17:47<11:11,  2.35it/s]
overall:  48%|████▊     | 1939/4000 [17:49<14:53,  2.31it/s]

train:  55%|█████▌    | 1939/3515 [17:48<11:23,  2.31it/s]
overall:  48%|████▊     | 1940/4000 [17:50<12:46,  2.69it/s]

train:  55%|█████▌    | 1940/3515 [17:48<09:46,  2.69it/s]
overall:  49%|████▊     | 1941/4000 [17:50<14:15,  2.41it/s]

train:  55%|█████▌    | 1941/3515 [17:48<10:53,  2.41it/s]
overall:  49%|████▊     | 1942/4000 [17:50<12:11,  2.81it/s]

train:  55%|█████▌    | 1942/3515 [17:48<09:19,  2.81it/s]
overall:  49%|████▊     | 1943/4000 [17:51<13:51,  2.47it/s]

train:  55%|█████▌    | 1943/3515 [17:49<10:35,  2.47it/s]
overall:  49%|████▊     | 1944/4000 [17:51<15:03,  2.28it/s]

train:  55%|█████▌    | 1944/3515 [17:50<11:30,  2.28it/s]
overall:  49%|████▊     | 1945/4000 [17:52<15:58,  2.14it/s]

train:  55%|█████▌    | 1945/3515 [17:50<12:12,  2.14it/s]
overall:  49%|████▊     | 1946/4000 [17:53<16:26,  2.08it/s]

train:  55%|█████▌    | 1946/3515 [17:51<12:33,  2.08it/s]
overall:  49%|████▊     | 1947/4000 [17:53<16:41,  2.05it/s]

train:  55%|█████▌    | 1947/3515 [17:51<12:44,  2.05it/s]
overall:  49%|████▊     | 1948/4000 [17:54<16:39,  2.05it/s]

train:  55%|█████▌    | 1948/3515 [17:52<12:43,  2.05it/s]
overall:  49%|████▊     | 1949/4000 [17:54<16:52,  2.02it/s]

train:  55%|█████▌    | 1949/3515 [17:52<12:53,  2.02it/s]
overall:  49%|████▉     | 1950/4000 [17:55<17:11,  1.99it/s]

train:  55%|█████▌    | 1950/3515 [17:53<13:07,  1.99it/s]
overall:  49%|████▉     | 1951/4000 [17:55<19:41,  1.73it/s]

train:  56%|█████▌    | 1951/3515 [17:53<15:02,  1.73it/s]
overall:  49%|████▉     | 1952/4000 [17:56<19:33,  1.74it/s]

train:  56%|█████▌    | 1952/3515 [17:54<14:55,  1.74it/s]
overall:  49%|████▉     | 1953/4000 [17:56<18:30,  1.84it/s]

train:  56%|█████▌    | 1953/3515 [17:54<14:07,  1.84it/s]
overall:  49%|████▉     | 1954/4000 [17:57<18:36,  1.83it/s]

train:  56%|█████▌    | 1954/3515 [17:55<14:11,  1.83it/s]
overall:  49%|████▉     | 1955/4000 [17:57<18:35,  1.83it/s]

train:  56%|█████▌    | 1955/3515 [17:55<14:10,  1.83it/s]
overall:  49%|████▉     | 1956/4000 [17:58<18:00,  1.89it/s]

train:  56%|█████▌    | 1956/3515 [17:56<13:44,  1.89it/s]
overall:  49%|████▉     | 1957/4000 [17:58<17:19,  1.97it/s]

train:  56%|█████▌    | 1957/3515 [17:56<13:12,  1.97it/s]
overall:  49%|████▉     | 1958/4000 [17:59<16:48,  2.02it/s]

train:  56%|█████▌    | 1958/3515 [17:57<12:49,  2.02it/s]
overall:  49%|████▉     | 1959/4000 [17:59<15:35,  2.18it/s]

train:  56%|█████▌    | 1959/3515 [17:57<11:53,  2.18it/s]
overall:  49%|████▉     | 1960/4000 [17:59<13:26,  2.53it/s]

train:  56%|█████▌    | 1960/3515 [17:58<10:14,  2.53it/s]
overall:  49%|████▉     | 1961/4000 [18:00<14:51,  2.29it/s]

train:  56%|█████▌    | 1961/3515 [17:58<11:19,  2.29it/s]
overall:  49%|████▉     | 1962/4000 [18:01<16:10,  2.10it/s]

train:  56%|█████▌    | 1962/3515 [17:59<12:19,  2.10it/s]
overall:  49%|████▉     | 1963/4000 [18:01<16:34,  2.05it/s]

train:  56%|█████▌    | 1963/3515 [17:59<12:37,  2.05it/s]
overall:  49%|████▉     | 1964/4000 [18:02<16:41,  2.03it/s]

train:  56%|█████▌    | 1964/3515 [18:00<12:43,  2.03it/s]
overall:  49%|████▉     | 1965/4000 [18:02<16:22,  2.07it/s]

train:  56%|█████▌    | 1965/3515 [18:00<12:28,  2.07it/s]
overall:  49%|████▉     | 1966/4000 [18:03<16:38,  2.04it/s]

train:  56%|█████▌    | 1966/3515 [18:01<12:40,  2.04it/s]
overall:  49%|████▉     | 1967/4000 [18:03<17:03,  1.99it/s]

train:  56%|█████▌    | 1967/3515 [18:01<12:59,  1.99it/s]
overall:  49%|████▉     | 1968/4000 [18:04<17:23,  1.95it/s]

train:  56%|█████▌    | 1968/3515 [18:02<13:14,  1.95it/s]
overall:  49%|████▉     | 1969/4000 [18:04<17:32,  1.93it/s]

train:  56%|█████▌    | 1969/3515 [18:02<13:21,  1.93it/s]
overall:  49%|████▉     | 1970/4000 [18:05<17:27,  1.94it/s]

train:  56%|█████▌    | 1970/3515 [18:03<13:17,  1.94it/s]
overall:  49%|████▉     | 1971/4000 [18:05<17:25,  1.94it/s]

train:  56%|█████▌    | 1971/3515 [18:03<13:15,  1.94it/s]
overall:  49%|████▉     | 1972/4000 [18:06<16:47,  2.01it/s]

train:  56%|█████▌    | 1972/3515 [18:04<12:46,  2.01it/s]
overall:  49%|████▉     | 1973/4000 [18:06<19:19,  1.75it/s]

train:  56%|█████▌    | 1973/3515 [18:04<14:42,  1.75it/s]
overall:  49%|████▉     | 1974/4000 [18:07<19:00,  1.78it/s]

train:  56%|█████▌    | 1974/3515 [18:05<14:27,  1.78it/s]
overall:  49%|████▉     | 1975/4000 [18:08<20:11,  1.67it/s]

train:  56%|█████▌    | 1975/3515 [18:06<15:21,  1.67it/s]
overall:  49%|████▉     | 1976/4000 [18:08<19:25,  1.74it/s]

train:  56%|█████▌    | 1976/3515 [18:06<14:46,  1.74it/s]
overall:  49%|████▉     | 1977/4000 [18:08<15:21,  2.19it/s]

train:  56%|█████▌    | 1977/3515 [18:06<11:40,  2.19it/s]
overall:  49%|████▉     | 1978/4000 [18:09<16:20,  2.06it/s]

train:  56%|█████▋    | 1978/3515 [18:07<12:24,  2.06it/s]
overall:  49%|████▉     | 1979/4000 [18:09<16:39,  2.02it/s]

train:  56%|█████▋    | 1979/3515 [18:07<12:39,  2.02it/s]
overall:  50%|████▉     | 1980/4000 [18:10<16:50,  2.00it/s]

train:  56%|█████▋    | 1980/3515 [18:08<12:47,  2.00it/s]
overall:  50%|████▉     | 1981/4000 [18:10<13:09,  2.56it/s]

train:  56%|█████▋    | 1981/3515 [18:08<10:00,  2.56it/s]
overall:  50%|████▉     | 1982/4000 [18:11<14:45,  2.28it/s]

train:  56%|█████▋    | 1982/3515 [18:09<11:12,  2.28it/s]
overall:  50%|████▉     | 1983/4000 [18:11<14:52,  2.26it/s]

train:  56%|█████▋    | 1983/3515 [18:09<11:17,  2.26it/s]
overall:  50%|████▉     | 1984/4000 [18:12<15:28,  2.17it/s]

train:  56%|█████▋    | 1984/3515 [18:10<11:45,  2.17it/s]
overall:  50%|████▉     | 1985/4000 [18:12<16:23,  2.05it/s]

train:  56%|█████▋    | 1985/3515 [18:10<12:26,  2.05it/s]
overall:  50%|████▉     | 1986/4000 [18:12<13:54,  2.41it/s]

train:  57%|█████▋    | 1986/3515 [18:10<10:33,  2.41it/s]
overall:  50%|████▉     | 1987/4000 [18:13<14:51,  2.26it/s]

train:  57%|█████▋    | 1987/3515 [18:11<11:16,  2.26it/s]
overall:  50%|████▉     | 1988/4000 [18:13<15:39,  2.14it/s]

train:  57%|█████▋    | 1988/3515 [18:11<11:53,  2.14it/s]
overall:  50%|████▉     | 1989/4000 [18:14<16:25,  2.04it/s]

train:  57%|█████▋    | 1989/3515 [18:12<12:27,  2.04it/s]
overall:  50%|████▉     | 1990/4000 [18:14<16:54,  1.98it/s]

train:  57%|█████▋    | 1990/3515 [18:12<12:49,  1.98it/s]
overall:  50%|████▉     | 1991/4000 [18:15<17:08,  1.95it/s]

train:  57%|█████▋    | 1991/3515 [18:13<13:00,  1.95it/s]
overall:  50%|████▉     | 1992/4000 [18:15<17:17,  1.93it/s]

train:  57%|█████▋    | 1992/3515 [18:14<13:07,  1.93it/s]
overall:  50%|████▉     | 1993/4000 [18:16<17:33,  1.91it/s]

train:  57%|█████▋    | 1993/3515 [18:14<13:18,  1.91it/s]
overall:  50%|████▉     | 1994/4000 [18:17<17:34,  1.90it/s]

train:  57%|█████▋    | 1994/3515 [18:15<13:19,  1.90it/s]
overall:  50%|████▉     | 1995/4000 [18:17<17:29,  1.91it/s]

train:  57%|█████▋    | 1995/3515 [18:15<13:15,  1.91it/s]
overall:  50%|████▉     | 1996/4000 [18:18<17:03,  1.96it/s]

train:  57%|█████▋    | 1996/3515 [18:16<12:55,  1.96it/s]
overall:  50%|████▉     | 1997/4000 [18:18<19:45,  1.69it/s]

train:  57%|█████▋    | 1997/3515 [18:16<14:58,  1.69it/s]
overall:  50%|████▉     | 1998/4000 [18:19<19:10,  1.74it/s]

train:  57%|█████▋    | 1998/3515 [18:17<14:31,  1.74it/s]
overall:  50%|████▉     | 1999/4000 [18:20<20:07,  1.66it/s]

train:  57%|█████▋    | 1999/3515 [18:18<15:14,  1.66it/s]dev loss: 2.290430784225464
dev per: 0.6248283038501561
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.957759141921997
train per: 0.5769061583577713
train loss: 2.0338826179504395
train per: 0.5853658536585366
train loss: 2.0148653984069824
train per: 0.5806879213804137
train loss: 1.9605449438095093
train per: 0.5716402795959197
train loss: 1.971501350402832
train per: 0.5787839050314031
train loss: 2.0038866996765137
train per: 0.5773937532002048
train loss: 2.0077855587005615
train per: 0.5829429008092601
train loss: 1.9754081964492798
train per: 0.5799384800060019
train loss: 1.959255576133728
train per: 0.5792341678939618
train loss: 2.079470157623291
train per: 0.5904451275312669
train loss: 1.9792381525039673
train per: 0.5796260477111541
train loss: 1.9802627563476562
train per: 0.5789394996511512
train loss: 1.9869108200073242
train per: 0.5801412202881308
train loss: 2.0242085456848145
train per: 0.5835915671831343
train loss: 1.9926567077636719
train per: 0.5799902865468675
train loss: 1.9634908437728882
train per: 0.578024906472608
train loss: 2.013453960418701
train per: 0.5834040386899711
train loss: 1.9578845500946045
train per: 0.5700739349841568
train loss: 1.9699195623397827
train per: 0.5800688657118619
train loss: 1.9491586685180664
train per: 0.5732529703826298
train loss: 1.9720726013183594
train per: 0.5747806622584712
train loss: 1.965057134628296
train per: 0.5782944957814383
train loss: 1.9419701099395752
train per: 0.5699474404204766
train loss: 1.9781442880630493
train per: 0.5758542777946006
train loss: 1.9563289880752563
train per: 0.5714139160319048
train loss: 2.0535106658935547
train per: 0.5920284470862965
train loss: 1.950722098350525
train per: 0.5739910313901345
train loss: 1.9812984466552734
train per: 0.5745674457701917
train loss: 2.0435397624969482
train per: 0.5903289222734075
train loss: 1.9972639083862305
train per: 0.5782343168682874
train loss: 1.9540269374847412
train per: 0.5688748685594112
train loss: 1.9569346904754639
train per: 0.5696914989645835
train loss: 1.9747140407562256
train per: 0.5761726259131104
train loss: 2.026289463043213
train per: 0.5877330297424221
train loss: 1.9581496715545654
train per: 0.5702489493991301
train loss: 1.9381816387176514
train per: 0.5669157287430246
train loss: 1.9726197719573975
train per: 0.5786028264876872
train loss: 1.9574916362762451
train per: 0.5763411631962253
train loss: 1.9361636638641357
train per: 0.5706379131661926
train loss: 1.918676733970642
train per: 0.5644934992049387
train loss: 1.9565225839614868
train per: 0.5721029029974039
train loss: 1.9561954736709595
train per: 0.5717488254513368
train loss: 1.9224071502685547
train per: 0.5661908070191165
train loss: 1.941231369972229
train per: 0.5695536129679962
train loss: 1.9625831842422485
train per: 0.5755519057050384
train loss: 1.9714256525039673
train per: 0.5771639298636237
train loss: 1.9723098278045654
train per: 0.5790346352247605
train loss: 1.9721624851226807
train per: 0.5783385149302291
train loss: 2.009105920791626
train per: 0.5824368675357826
train loss: 1.9170958995819092
train per: 0.5641705926109596
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   5%|▍         | 124/2703 [00:00<00:02, 1172.94it/s]


word -> phonemes:  15%|█▍        | 401/2703 [00:00<00:01, 2088.69it/s]


word -> phonemes:  28%|██▊       | 745/2703 [00:00<00:00, 2696.66it/s]


word -> phonemes:  38%|███▊      | 1017/2703 [00:00<00:00, 2386.72it/s]


word -> phonemes:  47%|████▋     | 1262/2703 [00:00<00:00, 2263.08it/s]


word -> phonemes:  55%|█████▌    | 1493/2703 [00:00<00:00, 1838.31it/s]


word -> phonemes:  76%|███████▋  | 2063/2703 [00:00<00:00, 2848.08it/s]


word -> phonemes:  91%|█████████ | 2466/2703 [00:00<00:00, 3153.20it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2515.21it/s]



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overall:  73%|███████▎  | 2939/4000 [28:10<08:28,  2.09it/s]

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overall:  74%|███████▎  | 2940/4000 [28:11<08:37,  2.05it/s]

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overall:  74%|███████▎  | 2941/4000 [28:11<08:58,  1.97it/s]

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overall:  74%|███████▎  | 2942/4000 [28:12<09:05,  1.94it/s]

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train:  84%|████████▍ | 2947/3515 [28:12<04:52,  1.94it/s]
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overall:  74%|███████▍  | 2951/4000 [28:16<08:23,  2.08it/s]

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train:  84%|████████▍ | 2955/3515 [28:16<04:51,  1.92it/s]
overall:  74%|███████▍  | 2956/4000 [28:19<09:00,  1.93it/s]

train:  84%|████████▍ | 2956/3515 [28:17<04:49,  1.93it/s]
overall:  74%|███████▍  | 2957/4000 [28:20<09:46,  1.78it/s]

train:  84%|████████▍ | 2957/3515 [28:18<05:13,  1.78it/s]
overall:  74%|███████▍  | 2958/4000 [28:20<09:37,  1.80it/s]

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overall:  74%|███████▍  | 2959/4000 [28:21<09:30,  1.83it/s]

train:  84%|████████▍ | 2959/3515 [28:19<05:04,  1.83it/s]
overall:  74%|███████▍  | 2960/4000 [28:21<07:46,  2.23it/s]

train:  84%|████████▍ | 2960/3515 [28:19<04:09,  2.23it/s]
overall:  74%|███████▍  | 2961/4000 [28:21<07:40,  2.26it/s]

train:  84%|████████▍ | 2961/3515 [28:19<04:05,  2.26it/s]
overall:  74%|███████▍  | 2962/4000 [28:22<07:59,  2.17it/s]

train:  84%|████████▍ | 2962/3515 [28:20<04:15,  2.17it/s]
overall:  74%|███████▍  | 2963/4000 [28:22<08:09,  2.12it/s]

train:  84%|████████▍ | 2963/3515 [28:20<04:20,  2.12it/s]
overall:  74%|███████▍  | 2964/4000 [28:23<08:22,  2.06it/s]

train:  84%|████████▍ | 2964/3515 [28:21<04:27,  2.06it/s]
overall:  74%|███████▍  | 2965/4000 [28:23<08:40,  1.99it/s]

train:  84%|████████▍ | 2965/3515 [28:21<04:36,  1.99it/s]
overall:  74%|███████▍  | 2966/4000 [28:24<08:41,  1.98it/s]

train:  84%|████████▍ | 2966/3515 [28:22<04:36,  1.98it/s]
overall:  74%|███████▍  | 2967/4000 [28:24<08:49,  1.95it/s]

train:  84%|████████▍ | 2967/3515 [28:22<04:41,  1.95it/s]
overall:  74%|███████▍  | 2968/4000 [28:25<08:51,  1.94it/s]

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overall:  74%|███████▍  | 2977/4000 [28:29<09:17,  1.83it/s]

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train:  85%|████████▍ | 2983/3515 [28:31<05:01,  1.76it/s]
overall:  75%|███████▍  | 2984/4000 [28:33<09:28,  1.79it/s]

train:  85%|████████▍ | 2984/3515 [28:31<04:56,  1.79it/s]
overall:  75%|███████▍  | 2985/4000 [28:34<09:12,  1.84it/s]

train:  85%|████████▍ | 2985/3515 [28:32<04:48,  1.84it/s]
overall:  75%|███████▍  | 2986/4000 [28:34<09:11,  1.84it/s]

train:  85%|████████▍ | 2986/3515 [28:32<04:47,  1.84it/s]
overall:  75%|███████▍  | 2987/4000 [28:35<09:02,  1.87it/s]

train:  85%|████████▍ | 2987/3515 [28:33<04:42,  1.87it/s]
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overall:  75%|███████▍  | 2991/4000 [28:36<07:29,  2.24it/s]

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overall:  75%|███████▍  | 2993/4000 [28:37<07:22,  2.28it/s]

train:  85%|████████▌ | 2993/3515 [28:35<03:49,  2.28it/s]
overall:  75%|███████▍  | 2994/4000 [28:38<07:34,  2.21it/s]

train:  85%|████████▌ | 2994/3515 [28:36<03:55,  2.21it/s]
overall:  75%|███████▍  | 2995/4000 [28:38<08:04,  2.08it/s]

train:  85%|████████▌ | 2995/3515 [28:36<04:10,  2.08it/s]
overall:  75%|███████▍  | 2996/4000 [28:39<08:13,  2.04it/s]

train:  85%|████████▌ | 2996/3515 [28:37<04:14,  2.04it/s]
overall:  75%|███████▍  | 2997/4000 [28:39<06:45,  2.47it/s]

train:  85%|████████▌ | 2997/3515 [28:37<03:29,  2.47it/s]
overall:  75%|███████▍  | 2998/4000 [28:39<06:04,  2.75it/s]

train:  85%|████████▌ | 2998/3515 [28:37<03:07,  2.75it/s]
overall:  75%|███████▍  | 2999/4000 [28:40<06:50,  2.44it/s]

train:  85%|████████▌ | 2999/3515 [28:38<03:31,  2.44it/s]dev loss: 2.29671573638916
dev per: 0.6222372528616025
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 1.9310886859893799
train per: 0.5707067195141738
train loss: 1.9760921001434326
train per: 0.5752591090113043
train loss: 1.9479897022247314
train per: 0.5667771139346187
train loss: 1.9798930883407593
train per: 0.5832353123258838
train loss: 2.0132131576538086
train per: 0.5772171638412394
train loss: 1.982933759689331
train per: 0.5824699969227614
train loss: 1.9690618515014648
train per: 0.5725178277564454
train loss: 1.9938075542449951
train per: 0.5801214493626418
train loss: 1.9283698797225952
train per: 0.5648194237044412
train loss: 1.9389806985855103
train per: 0.5680338141695132
train loss: 1.938232183456421
train per: 0.5656203439480795
train loss: 2.0289463996887207
train per: 0.5928622112428057
train loss: 1.959938406944275
train per: 0.5758113181472695
train loss: 1.9336258172988892
train per: 0.5682693281994123
train loss: 1.9885406494140625
train per: 0.5820846816958094
train loss: 1.954270601272583
train per: 0.5741045807205867
train loss: 1.9487602710723877
train per: 0.5729857939491811
train loss: 1.9592336416244507
train per: 0.575231728421402
train loss: 1.9572120904922485
train per: 0.5725375155139343
train loss: 1.8753795623779297
train per: 0.5695756303651678
train loss: 1.9913619756698608
train per: 0.5812855139842078
train loss: 1.9805047512054443
train per: 0.5779256648341532
train loss: 1.948341965675354
train per: 0.5723102473181022
train loss: 1.929757833480835
train per: 0.5690188496858386
train loss: 1.9512386322021484
train per: 0.5714025263706212
train loss: 1.9586368799209595
train per: 0.5736916691972872
train loss: 1.981403112411499
train per: 0.5757507082152975
train loss: 1.9743372201919556
train per: 0.5758581923710424
train loss: 1.9459327459335327
train per: 0.5713047569521829
train loss: 1.9884350299835205
train per: 0.5801566041623738
train loss: 1.9353479146957397
train per: 0.5720689108731578
train loss: 1.9435313940048218
train per: 0.5724933236222384
train loss: 1.9434864521026611
train per: 0.5722561047401512
train loss: 1.9018532037734985
train per: 0.5599159457468003
train loss: 1.9419094324111938
train per: 0.5718041406506736
train loss: 1.9689388275146484
train per: 0.573067293444382
train loss: 2.0036303997039795
train per: 0.5856997088176004
train loss: 1.9309756755828857
train per: 0.5674138427570318
train loss: 1.927079439163208
train per: 0.5697213248233657
train loss: 1.9413411617279053
train per: 0.5745197783008124
train loss: 1.8990976810455322
train per: 0.5615406413828933
train loss: 1.9248332977294922
train per: 0.5709219858156028
train loss: 1.9365335702896118
train per: 0.5683516004144173
train loss: 1.945335030555725
train per: 0.5724048574767542
train loss: 1.9950506687164307
train per: 0.5775221786672169
train loss: 1.9501402378082275
train per: 0.5768126888217523
train loss: 1.9234040975570679
train per: 0.5648132037483533
train loss: 1.9367077350616455
train per: 0.5687396914718152
train loss: 1.9506031274795532
train per: 0.5687552879112129
train loss: 1.9520204067230225
train per: 0.5725073595289901
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   4%|▍         | 107/2703 [00:00<00:02, 1030.10it/s]


word -> phonemes:  16%|█▌        | 429/2703 [00:00<00:00, 2289.60it/s]


word -> phonemes:  27%|██▋       | 738/2703 [00:00<00:00, 2650.67it/s]


word -> phonemes:  37%|███▋      | 1005/2703 [00:00<00:00, 2402.38it/s]


word -> phonemes:  46%|████▌     | 1250/2703 [00:00<00:00, 1828.26it/s]


word -> phonemes:  59%|█████▉    | 1599/2703 [00:00<00:00, 2270.42it/s]


word -> phonemes:  75%|███████▍  | 2018/2703 [00:00<00:00, 2799.17it/s]


word -> phonemes:  91%|█████████▏| 2471/2703 [00:00<00:00, 3287.68it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2700.82it/s]



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


dev:   0%|          | 1/2703 [00:01<1:04:22,  1.43s/it]


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overall:  88%|████████▊ | 3504/4000 [35:04<04:05,  2.02it/s]

train: 100%|█████████▉| 3504/3515 [35:02<00:05,  2.02it/s]
overall:  88%|████████▊ | 3505/4000 [35:04<04:11,  1.97it/s]

train: 100%|█████████▉| 3505/3515 [35:02<00:05,  1.97it/s]
overall:  88%|████████▊ | 3506/4000 [35:05<04:12,  1.96it/s]

train: 100%|█████████▉| 3506/3515 [35:03<00:04,  1.96it/s]
overall:  88%|████████▊ | 3507/4000 [35:05<04:12,  1.95it/s]

train: 100%|█████████▉| 3507/3515 [35:04<00:04,  1.95it/s]
overall:  88%|████████▊ | 3508/4000 [35:06<04:13,  1.94it/s]

train: 100%|█████████▉| 3508/3515 [35:04<00:03,  1.94it/s]
overall:  88%|████████▊ | 3509/4000 [35:06<04:05,  2.00it/s]

train: 100%|█████████▉| 3509/3515 [35:04<00:03,  2.00it/s]
overall:  88%|████████▊ | 3510/4000 [35:07<04:03,  2.01it/s]

train: 100%|█████████▉| 3510/3515 [35:05<00:02,  2.01it/s]
overall:  88%|████████▊ | 3511/4000 [35:07<03:43,  2.19it/s]

train: 100%|█████████▉| 3511/3515 [35:05<00:01,  2.19it/s]
overall:  88%|████████▊ | 3512/4000 [35:08<03:53,  2.09it/s]

train: 100%|█████████▉| 3512/3515 [35:06<00:01,  2.09it/s]
overall:  88%|████████▊ | 3513/4000 [35:08<03:59,  2.03it/s]

train: 100%|█████████▉| 3513/3515 [35:06<00:00,  2.03it/s]
overall:  88%|████████▊ | 3514/4000 [35:09<03:57,  2.05it/s]

train: 100%|█████████▉| 3514/3515 [35:07<00:00,  2.05it/s]
overall:  88%|████████▊ | 3515/4000 [35:09<04:00,  2.02it/s]

train: 100%|██████████| 3515/3515 [35:07<00:00,  2.02it/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 [35:08<00:00,  1.67it/s]
dev loss: 2.339407205581665
dev per: 0.6425442247658689
train loss: 1.9822711944580078
train per: 0.5815316078735201
train loss: 1.9348790645599365
train per: 0.5703273575576235
train loss: 1.8943990468978882
train per: 0.561803096760556
train loss: 1.9794679880142212
train per: 0.5782769858447148
train loss: 1.9672110080718994
train per: 0.5724960411718132
train loss: 1.9246454238891602
train per: 0.570260133091349
train loss: 1.9337491989135742
train per: 0.5749440146579805
train loss: 1.9398419857025146
train per: 0.5676751186163971
train loss: 1.9108350276947021
train per: 0.5720905600423672
train loss: 1.9434642791748047
train per: 0.5658359089016023
train loss: 1.9174131155014038
train per: 0.5705562017553135
train loss: 1.9185689687728882
train per: 0.5661310259579728
train loss: 1.9554433822631836
train per: 0.5686735653809972
train loss: 1.9023253917694092
train per: 0.5689906844661482
train loss: 1.9433043003082275
train per: 0.5690696022727273
train loss: 1.9506995677947998
train per: 0.572415841049591
train loss: 1.912876844406128
train per: 0.5689023130937629
train loss: 1.9627491235733032
train per: 0.5711628339572627
train loss: 1.9135820865631104
train per: 0.5662390116417201
train loss: 1.9076025485992432
train per: 0.5637963690118724
train loss: 1.9082177877426147
train per: 0.5669582615978782
train loss: 1.9318764209747314
train per: 0.5711553175210405
train loss: 1.9087343215942383
train per: 0.5594511827542138
train loss: 1.9171802997589111
train per: 0.5659320134478895
train loss: 1.9930369853973389
train per: 0.5794548651817116
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  12%|█▏        | 432/3515 [00:00<00:00, 4314.16it/s]

word -> phonemes:  25%|██▍       | 864/3515 [00:00<00:00, 4075.42it/s]

word -> phonemes:  36%|███▌      | 1273/3515 [00:00<00:00, 4066.44it/s]

word -> phonemes:  49%|████▉     | 1737/3515 [00:00<00:00, 4284.81it/s]

word -> phonemes:  63%|██████▎   | 2213/3515 [00:00<00:00, 4450.88it/s]

word -> phonemes:  76%|███████▌  | 2659/3515 [00:00<00:00, 4403.65it/s]

word -> phonemes:  88%|████████▊ | 3100/3515 [00:00<00:00, 4316.17it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4239.95it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [35:14<13:00,  1.61s/it]

train:   0%|          | 1/3515 [00:02<1:57:51,  2.01s/it]
overall:  88%|████████▊ | 3517/4000 [35:14<09:31,  1.18s/it]

train:   0%|          | 2/3515 [00:02<54:47,  1.07it/s]  
overall:  88%|████████▊ | 3518/4000 [35:14<07:41,  1.04it/s]

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overall:  88%|████████▊ | 3519/4000 [35:15<06:37,  1.21it/s]

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overall:  88%|████████▊ | 3520/4000 [35:15<05:34,  1.43it/s]

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overall:  88%|████████▊ | 3521/4000 [35:15<04:47,  1.67it/s]

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overall:  88%|████████▊ | 3522/4000 [35:16<03:46,  2.11it/s]

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overall:  88%|████████▊ | 3523/4000 [35:16<04:01,  1.98it/s]

train:   0%|          | 8/3515 [00:04<26:12,  2.23it/s]
overall:  88%|████████▊ | 3524/4000 [35:17<04:04,  1.94it/s]

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overall:  88%|████████▊ | 3525/4000 [35:17<03:44,  2.12it/s]

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overall:  88%|████████▊ | 3526/4000 [35:17<03:01,  2.61it/s]

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overall:  88%|████████▊ | 3527/4000 [35:18<03:19,  2.37it/s]

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overall:  88%|████████▊ | 3528/4000 [35:18<03:18,  2.38it/s]

train:   0%|          | 13/3515 [00:06<23:57,  2.44it/s]
overall:  88%|████████▊ | 3529/4000 [35:19<03:31,  2.23it/s]

train:   0%|          | 14/3515 [00:07<25:46,  2.26it/s]
overall:  88%|████████▊ | 3530/4000 [35:19<03:25,  2.29it/s]

train:   0%|          | 15/3515 [00:07<25:11,  2.32it/s]
overall:  88%|████████▊ | 3531/4000 [35:20<03:27,  2.26it/s]

train:   0%|          | 16/3515 [00:08<25:34,  2.28it/s]
overall:  88%|████████▊ | 3532/4000 [35:20<03:36,  2.16it/s]

train:   0%|          | 17/3515 [00:08<26:51,  2.17it/s]
overall:  88%|████████▊ | 3533/4000 [35:21<03:27,  2.25it/s]

train:   1%|          | 18/3515 [00:08<25:49,  2.26it/s]
overall:  88%|████████▊ | 3534/4000 [35:21<03:37,  2.15it/s]

train:   1%|          | 19/3515 [00:09<27:04,  2.15it/s]
overall:  88%|████████▊ | 3535/4000 [35:22<03:47,  2.05it/s]

train:   1%|          | 20/3515 [00:10<28:26,  2.05it/s]
overall:  88%|████████▊ | 3536/4000 [35:22<03:46,  2.04it/s]

train:   1%|          | 21/3515 [00:10<28:27,  2.05it/s]
overall:  88%|████████▊ | 3537/4000 [35:22<03:02,  2.54it/s]

train:   1%|          | 22/3515 [00:10<22:56,  2.54it/s]
overall:  88%|████████▊ | 3538/4000 [35:23<03:14,  2.37it/s]

train:   1%|          | 23/3515 [00:11<24:29,  2.38it/s]
overall:  88%|████████▊ | 3539/4000 [35:23<03:26,  2.23it/s]

train:   1%|          | 24/3515 [00:11<26:05,  2.23it/s]
overall:  88%|████████▊ | 3540/4000 [35:24<03:47,  2.02it/s]

train:   1%|          | 25/3515 [00:12<28:47,  2.02it/s]
overall:  89%|████████▊ | 3541/4000 [35:24<03:51,  1.98it/s]

train:   1%|          | 26/3515 [00:12<29:18,  1.98it/s]
overall:  89%|████████▊ | 3542/4000 [35:25<03:48,  2.01it/s]

train:   1%|          | 27/3515 [00:13<28:58,  2.01it/s]
overall:  89%|████████▊ | 3543/4000 [35:25<03:05,  2.46it/s]

train:   1%|          | 28/3515 [00:13<23:34,  2.46it/s]
overall:  89%|████████▊ | 3544/4000 [35:26<03:18,  2.30it/s]

train:   1%|          | 29/3515 [00:14<25:15,  2.30it/s]
overall:  89%|████████▊ | 3545/4000 [35:26<02:43,  2.79it/s]

train:   1%|          | 30/3515 [00:14<20:49,  2.79it/s]
overall:  89%|████████▊ | 3546/4000 [35:26<03:05,  2.44it/s]

train:   1%|          | 31/3515 [00:14<23:45,  2.44it/s]
overall:  89%|████████▊ | 3547/4000 [35:27<03:25,  2.20it/s]

train:   1%|          | 32/3515 [00:15<26:23,  2.20it/s]
overall:  89%|████████▊ | 3548/4000 [35:27<03:32,  2.12it/s]

train:   1%|          | 33/3515 [00:15<27:18,  2.12it/s]
overall:  89%|████████▊ | 3549/4000 [35:28<03:35,  2.09it/s]

train:   1%|          | 34/3515 [00:16<27:42,  2.09it/s]
overall:  89%|████████▉ | 3550/4000 [35:28<03:29,  2.15it/s]

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overall:  89%|████████▉ | 3551/4000 [35:29<03:37,  2.06it/s]

train:   1%|          | 36/3515 [00:17<28:05,  2.06it/s]
overall:  89%|████████▉ | 3552/4000 [35:29<03:52,  1.93it/s]

train:   1%|          | 37/3515 [00:17<30:01,  1.93it/s]
overall:  89%|████████▉ | 3553/4000 [35:30<03:51,  1.93it/s]

train:   1%|          | 38/3515 [00:18<30:02,  1.93it/s]
overall:  89%|████████▉ | 3554/4000 [35:30<03:51,  1.93it/s]

train:   1%|          | 39/3515 [00:18<30:01,  1.93it/s]
overall:  89%|████████▉ | 3555/4000 [35:31<03:06,  2.39it/s]

train:   1%|          | 40/3515 [00:19<24:13,  2.39it/s]
overall:  89%|████████▉ | 3556/4000 [35:31<03:14,  2.28it/s]

train:   1%|          | 41/3515 [00:19<25:23,  2.28it/s]
overall:  89%|████████▉ | 3557/4000 [35:32<03:22,  2.19it/s]

train:   1%|          | 42/3515 [00:20<26:24,  2.19it/s]
overall:  89%|████████▉ | 3558/4000 [35:32<03:26,  2.14it/s]

train:   1%|          | 43/3515 [00:20<27:05,  2.14it/s]
overall:  89%|████████▉ | 3559/4000 [35:32<03:06,  2.36it/s]

train:   1%|▏         | 44/3515 [00:20<24:29,  2.36it/s]
overall:  89%|████████▉ | 3560/4000 [35:33<03:17,  2.22it/s]

train:   1%|▏         | 45/3515 [00:21<25:59,  2.22it/s]
overall:  89%|████████▉ | 3561/4000 [35:33<03:25,  2.14it/s]

train:   1%|▏         | 46/3515 [00:21<27:04,  2.14it/s]
overall:  89%|████████▉ | 3562/4000 [35:34<03:31,  2.07it/s]

train:   1%|▏         | 47/3515 [00:22<27:57,  2.07it/s]
overall:  89%|████████▉ | 3563/4000 [35:34<03:05,  2.36it/s]

train:   1%|▏         | 48/3515 [00:22<24:28,  2.36it/s]
overall:  89%|████████▉ | 3564/4000 [35:35<03:37,  2.01it/s]

train:   1%|▏         | 49/3515 [00:23<28:45,  2.01it/s]
overall:  89%|████████▉ | 3565/4000 [35:35<03:03,  2.37it/s]

train:   1%|▏         | 50/3515 [00:23<24:22,  2.37it/s]
overall:  89%|████████▉ | 3566/4000 [35:36<03:14,  2.23it/s]

train:   1%|▏         | 51/3515 [00:24<25:50,  2.23it/s]
overall:  89%|████████▉ | 3567/4000 [35:36<03:14,  2.22it/s]

train:   1%|▏         | 52/3515 [00:24<25:58,  2.22it/s]
overall:  89%|████████▉ | 3568/4000 [35:36<02:38,  2.72it/s]

train:   2%|▏         | 53/3515 [00:24<21:13,  2.72it/s]
overall:  89%|████████▉ | 3569/4000 [35:37<02:55,  2.46it/s]

train:   2%|▏         | 54/3515 [00:25<23:27,  2.46it/s]
overall:  89%|████████▉ | 3570/4000 [35:37<03:05,  2.32it/s]

train:   2%|▏         | 55/3515 [00:25<24:50,  2.32it/s]
overall:  89%|████████▉ | 3571/4000 [35:38<03:20,  2.14it/s]

train:   2%|▏         | 56/3515 [00:26<26:59,  2.14it/s]
overall:  89%|████████▉ | 3572/4000 [35:38<03:27,  2.07it/s]

train:   2%|▏         | 57/3515 [00:26<27:54,  2.07it/s]
overall:  89%|████████▉ | 3573/4000 [35:39<03:28,  2.05it/s]

train:   2%|▏         | 58/3515 [00:27<28:07,  2.05it/s]
overall:  89%|████████▉ | 3574/4000 [35:39<03:31,  2.02it/s]

train:   2%|▏         | 59/3515 [00:27<28:31,  2.02it/s]
overall:  89%|████████▉ | 3575/4000 [35:40<03:30,  2.02it/s]

train:   2%|▏         | 60/3515 [00:28<28:30,  2.02it/s]
overall:  89%|████████▉ | 3576/4000 [35:41<03:51,  1.83it/s]

train:   2%|▏         | 61/3515 [00:28<31:26,  1.83it/s]
overall:  89%|████████▉ | 3577/4000 [35:41<03:40,  1.92it/s]

train:   2%|▏         | 62/3515 [00:29<29:57,  1.92it/s]
overall:  89%|████████▉ | 3578/4000 [35:41<03:38,  1.93it/s]

train:   2%|▏         | 63/3515 [00:29<29:44,  1.93it/s]
overall:  89%|████████▉ | 3579/4000 [35:42<03:38,  1.93it/s]

train:   2%|▏         | 64/3515 [00:30<29:48,  1.93it/s]
overall:  90%|████████▉ | 3580/4000 [35:43<03:37,  1.93it/s]

train:   2%|▏         | 65/3515 [00:30<29:49,  1.93it/s]
overall:  90%|████████▉ | 3581/4000 [35:43<03:36,  1.93it/s]

train:   2%|▏         | 66/3515 [00:31<29:44,  1.93it/s]
overall:  90%|████████▉ | 3582/4000 [35:44<03:37,  1.92it/s]

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overall:  90%|████████▉ | 3583/4000 [35:44<03:37,  1.92it/s]

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overall:  90%|████████▉ | 3584/4000 [35:44<03:01,  2.30it/s]

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overall:  90%|████████▉ | 3585/4000 [35:44<02:20,  2.96it/s]

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overall:  90%|████████▉ | 3586/4000 [35:45<02:42,  2.55it/s]

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overall:  90%|████████▉ | 3587/4000 [35:45<02:54,  2.37it/s]

train:   2%|▏         | 72/3515 [00:33<24:11,  2.37it/s]
overall:  90%|████████▉ | 3588/4000 [35:46<03:20,  2.05it/s]

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overall:  90%|████████▉ | 3589/4000 [35:47<03:25,  2.00it/s]

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overall:  90%|████████▉ | 3590/4000 [35:47<03:26,  1.98it/s]

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overall:  90%|████████▉ | 3591/4000 [35:48<03:17,  2.07it/s]

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overall:  90%|████████▉ | 3592/4000 [35:48<03:07,  2.17it/s]

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overall:  90%|████████▉ | 3593/4000 [35:48<03:15,  2.09it/s]

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overall:  90%|████████▉ | 3594/4000 [35:49<03:15,  2.08it/s]

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overall:  90%|████████▉ | 3595/4000 [35:49<03:06,  2.17it/s]

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overall:  90%|████████▉ | 3597/4000 [35:50<03:11,  2.10it/s]

train:   2%|▏         | 82/3515 [00:38<27:13,  2.10it/s]
overall:  90%|████████▉ | 3598/4000 [35:51<03:08,  2.13it/s]

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overall:  90%|████████▉ | 3599/4000 [35:51<02:58,  2.25it/s]

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overall:  90%|█████████ | 3600/4000 [35:52<03:26,  1.94it/s]

train:   2%|▏         | 85/3515 [00:40<29:28,  1.94it/s]
overall:  90%|█████████ | 3601/4000 [35:52<03:25,  1.94it/s]

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overall:  90%|█████████ | 3602/4000 [35:53<03:19,  1.99it/s]

train:   2%|▏         | 87/3515 [00:41<28:42,  1.99it/s]
overall:  90%|█████████ | 3603/4000 [35:53<03:20,  1.98it/s]

train:   3%|▎         | 88/3515 [00:41<28:53,  1.98it/s]
overall:  90%|█████████ | 3604/4000 [35:54<03:21,  1.96it/s]

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overall:  90%|█████████ | 3605/4000 [35:54<02:34,  2.56it/s]

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train:   3%|▎         | 91/3515 [00:42<23:18,  2.45it/s]
overall:  90%|█████████ | 3607/4000 [35:55<02:51,  2.30it/s]

train:   3%|▎         | 92/3515 [00:43<24:51,  2.30it/s]
overall:  90%|█████████ | 3608/4000 [35:55<02:42,  2.41it/s]

train:   3%|▎         | 93/3515 [00:43<23:39,  2.41it/s]
overall:  90%|█████████ | 3609/4000 [35:56<02:48,  2.32it/s]

train:   3%|▎         | 94/3515 [00:44<24:34,  2.32it/s]
overall:  90%|█████████ | 3610/4000 [35:56<02:55,  2.22it/s]

train:   3%|▎         | 95/3515 [00:44<25:40,  2.22it/s]
overall:  90%|█████████ | 3611/4000 [35:57<03:02,  2.13it/s]

train:   3%|▎         | 96/3515 [00:45<26:41,  2.13it/s]
overall:  90%|█████████ | 3612/4000 [35:57<03:16,  1.98it/s]

train:   3%|▎         | 97/3515 [00:45<28:47,  1.98it/s]
overall:  90%|█████████ | 3613/4000 [35:58<03:11,  2.03it/s]

train:   3%|▎         | 98/3515 [00:46<28:06,  2.03it/s]
overall:  90%|█████████ | 3614/4000 [35:58<03:09,  2.04it/s]

train:   3%|▎         | 99/3515 [00:46<27:57,  2.04it/s]
overall:  90%|█████████ | 3615/4000 [35:59<03:13,  1.99it/s]

train:   3%|▎         | 100/3515 [00:47<28:34,  1.99it/s]
overall:  90%|█████████ | 3616/4000 [35:59<03:15,  1.96it/s]

train:   3%|▎         | 101/3515 [00:47<29:00,  1.96it/s]
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train:   3%|▎         | 102/3515 [00:48<28:48,  1.97it/s]
overall:  90%|█████████ | 3618/4000 [36:01<03:27,  1.84it/s]

train:   3%|▎         | 103/3515 [00:48<30:51,  1.84it/s]
overall:  90%|█████████ | 3619/4000 [36:01<03:23,  1.87it/s]

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train:   3%|▎         | 105/3515 [00:50<30:02,  1.89it/s]
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overall:  91%|█████████ | 3622/4000 [36:03<03:13,  1.95it/s]

train:   3%|▎         | 107/3515 [00:51<29:08,  1.95it/s]
overall:  91%|█████████ | 3623/4000 [36:03<03:12,  1.96it/s]

train:   3%|▎         | 108/3515 [00:51<28:56,  1.96it/s]
overall:  91%|█████████ | 3624/4000 [36:04<03:24,  1.84it/s]

train:   3%|▎         | 109/3515 [00:52<30:49,  1.84it/s]
overall:  91%|█████████ | 3625/4000 [36:04<03:20,  1.87it/s]

train:   3%|▎         | 110/3515 [00:52<30:23,  1.87it/s]
overall:  91%|█████████ | 3626/4000 [36:05<03:08,  1.98it/s]

train:   3%|▎         | 111/3515 [00:53<28:39,  1.98it/s]
overall:  91%|█████████ | 3627/4000 [36:05<03:09,  1.97it/s]

train:   3%|▎         | 112/3515 [00:53<28:45,  1.97it/s]
overall:  91%|█████████ | 3628/4000 [36:05<02:32,  2.44it/s]

train:   3%|▎         | 113/3515 [00:53<23:13,  2.44it/s]
overall:  91%|█████████ | 3629/4000 [36:06<02:41,  2.30it/s]

train:   3%|▎         | 114/3515 [00:54<24:39,  2.30it/s]
overall:  91%|█████████ | 3630/4000 [36:06<02:54,  2.12it/s]

train:   3%|▎         | 115/3515 [00:54<26:43,  2.12it/s]
overall:  91%|█████████ | 3631/4000 [36:07<02:50,  2.17it/s]

train:   3%|▎         | 116/3515 [00:55<26:08,  2.17it/s]
overall:  91%|█████████ | 3632/4000 [36:07<02:53,  2.13it/s]

train:   3%|▎         | 117/3515 [00:55<26:38,  2.13it/s]
overall:  91%|█████████ | 3633/4000 [36:08<02:57,  2.07it/s]

train:   3%|▎         | 118/3515 [00:56<27:23,  2.07it/s]
overall:  91%|█████████ | 3634/4000 [36:08<02:59,  2.04it/s]

train:   3%|▎         | 119/3515 [00:56<27:46,  2.04it/s]
overall:  91%|█████████ | 3635/4000 [36:09<03:00,  2.03it/s]

train:   3%|▎         | 120/3515 [00:57<27:55,  2.03it/s]
overall:  91%|█████████ | 3636/4000 [36:09<03:10,  1.91it/s]

train:   3%|▎         | 121/3515 [00:57<29:39,  1.91it/s]
overall:  91%|█████████ | 3637/4000 [36:10<03:10,  1.90it/s]

train:   3%|▎         | 122/3515 [00:58<29:41,  1.90it/s]
overall:  91%|█████████ | 3638/4000 [36:10<03:05,  1.95it/s]

train:   3%|▎         | 123/3515 [00:58<28:57,  1.95it/s]
overall:  91%|█████████ | 3639/4000 [36:11<03:06,  1.94it/s]

train:   4%|▎         | 124/3515 [00:59<29:12,  1.93it/s]
overall:  91%|█████████ | 3640/4000 [36:11<03:07,  1.92it/s]

train:   4%|▎         | 125/3515 [00:59<29:22,  1.92it/s]
overall:  91%|█████████ | 3641/4000 [36:12<03:06,  1.93it/s]

train:   4%|▎         | 126/3515 [01:00<29:18,  1.93it/s]
overall:  91%|█████████ | 3642/4000 [36:13<03:13,  1.85it/s]

train:   4%|▎         | 127/3515 [01:01<30:28,  1.85it/s]
overall:  91%|█████████ | 3643/4000 [36:13<03:09,  1.89it/s]

train:   4%|▎         | 128/3515 [01:01<29:56,  1.89it/s]
overall:  91%|█████████ | 3644/4000 [36:14<03:05,  1.92it/s]

train:   4%|▎         | 129/3515 [01:02<29:20,  1.92it/s]
overall:  91%|█████████ | 3645/4000 [36:14<03:03,  1.93it/s]

train:   4%|▎         | 130/3515 [01:02<29:09,  1.93it/s]
overall:  91%|█████████ | 3646/4000 [36:15<03:04,  1.92it/s]

train:   4%|▎         | 131/3515 [01:03<29:20,  1.92it/s]
overall:  91%|█████████ | 3647/4000 [36:15<02:41,  2.18it/s]

train:   4%|▍         | 132/3515 [01:03<25:49,  2.18it/s]
overall:  91%|█████████ | 3648/4000 [36:15<02:35,  2.26it/s]

train:   4%|▍         | 133/3515 [01:03<24:58,  2.26it/s]
overall:  91%|█████████ | 3649/4000 [36:16<02:40,  2.19it/s]

train:   4%|▍         | 134/3515 [01:04<25:41,  2.19it/s]
overall:  91%|█████████▏| 3650/4000 [36:16<02:30,  2.33it/s]

train:   4%|▍         | 135/3515 [01:04<24:11,  2.33it/s]
overall:  91%|█████████▏| 3651/4000 [36:16<02:14,  2.60it/s]

train:   4%|▍         | 136/3515 [01:04<21:38,  2.60it/s]
overall:  91%|█████████▏| 3652/4000 [36:17<02:25,  2.39it/s]

train:   4%|▍         | 137/3515 [01:05<23:33,  2.39it/s]
overall:  91%|█████████▏| 3653/4000 [36:18<02:36,  2.21it/s]

train:   4%|▍         | 138/3515 [01:05<25:27,  2.21it/s]
overall:  91%|█████████▏| 3654/4000 [36:18<02:06,  2.73it/s]

train:   4%|▍         | 139/3515 [01:06<20:38,  2.73it/s]
overall:  91%|█████████▏| 3655/4000 [36:18<02:22,  2.43it/s]

train:   4%|▍         | 140/3515 [01:06<23:09,  2.43it/s]
overall:  91%|█████████▏| 3656/4000 [36:19<02:35,  2.21it/s]

train:   4%|▍         | 141/3515 [01:07<25:24,  2.21it/s]
overall:  91%|█████████▏| 3657/4000 [36:19<02:43,  2.10it/s]

train:   4%|▍         | 142/3515 [01:07<26:43,  2.10it/s]
overall:  91%|█████████▏| 3658/4000 [36:20<02:45,  2.07it/s]

train:   4%|▍         | 143/3515 [01:08<27:09,  2.07it/s]
overall:  91%|█████████▏| 3659/4000 [36:20<02:45,  2.06it/s]

train:   4%|▍         | 144/3515 [01:08<27:15,  2.06it/s]
overall:  92%|█████████▏| 3660/4000 [36:21<03:03,  1.85it/s]

train:   4%|▍         | 145/3515 [01:09<30:21,  1.85it/s]
overall:  92%|█████████▏| 3661/4000 [36:21<02:57,  1.91it/s]

train:   4%|▍         | 146/3515 [01:09<29:27,  1.91it/s]
overall:  92%|█████████▏| 3662/4000 [36:22<02:54,  1.94it/s]

train:   4%|▍         | 147/3515 [01:10<29:00,  1.94it/s]
overall:  92%|█████████▏| 3663/4000 [36:22<02:15,  2.49it/s]

train:   4%|▍         | 148/3515 [01:10<22:29,  2.49it/s]
overall:  92%|█████████▏| 3664/4000 [36:23<02:27,  2.28it/s]

train:   4%|▍         | 149/3515 [01:11<24:34,  2.28it/s]
overall:  92%|█████████▏| 3665/4000 [36:23<02:34,  2.17it/s]

train:   4%|▍         | 150/3515 [01:11<25:49,  2.17it/s]
overall:  92%|█████████▏| 3666/4000 [36:24<02:38,  2.11it/s]

train:   4%|▍         | 151/3515 [01:12<26:34,  2.11it/s]
overall:  92%|█████████▏| 3667/4000 [36:24<02:08,  2.60it/s]

train:   4%|▍         | 152/3515 [01:12<21:33,  2.60it/s]
overall:  92%|█████████▏| 3668/4000 [36:24<01:39,  3.34it/s]

train:   4%|▍         | 153/3515 [01:12<16:47,  3.34it/s]
overall:  92%|█████████▏| 3669/4000 [36:24<01:57,  2.81it/s]

train:   4%|▍         | 154/3515 [01:12<19:55,  2.81it/s]
overall:  92%|█████████▏| 3670/4000 [36:25<02:14,  2.45it/s]

train:   4%|▍         | 155/3515 [01:13<22:51,  2.45it/s]
overall:  92%|█████████▏| 3671/4000 [36:25<02:24,  2.28it/s]

train:   4%|▍         | 156/3515 [01:13<24:33,  2.28it/s]
overall:  92%|█████████▏| 3672/4000 [36:26<02:40,  2.05it/s]

train:   4%|▍         | 157/3515 [01:14<27:19,  2.05it/s]
overall:  92%|█████████▏| 3673/4000 [36:26<02:04,  2.63it/s]

train:   4%|▍         | 158/3515 [01:14<21:16,  2.63it/s]
overall:  92%|█████████▏| 3674/4000 [36:27<02:16,  2.39it/s]

train:   5%|▍         | 159/3515 [01:15<23:21,  2.39it/s]
overall:  92%|█████████▏| 3675/4000 [36:27<02:25,  2.24it/s]

train:   5%|▍         | 160/3515 [01:15<25:00,  2.24it/s]
overall:  92%|█████████▏| 3676/4000 [36:28<02:30,  2.16it/s]

train:   5%|▍         | 161/3515 [01:16<25:54,  2.16it/s]
overall:  92%|█████████▏| 3677/4000 [36:28<02:29,  2.16it/s]

train:   5%|▍         | 162/3515 [01:16<25:50,  2.16it/s]
overall:  92%|█████████▏| 3678/4000 [36:29<02:33,  2.10it/s]

train:   5%|▍         | 163/3515 [01:17<26:33,  2.10it/s]
overall:  92%|█████████▏| 3679/4000 [36:29<02:35,  2.06it/s]

train:   5%|▍         | 164/3515 [01:17<27:02,  2.06it/s]
overall:  92%|█████████▏| 3680/4000 [36:30<02:36,  2.05it/s]

train:   5%|▍         | 165/3515 [01:18<27:17,  2.05it/s]
overall:  92%|█████████▏| 3681/4000 [36:30<02:40,  1.99it/s]

train:   5%|▍         | 166/3515 [01:18<28:05,  1.99it/s]
overall:  92%|█████████▏| 3682/4000 [36:30<02:08,  2.47it/s]

train:   5%|▍         | 167/3515 [01:18<22:37,  2.47it/s]
overall:  92%|█████████▏| 3683/4000 [36:31<02:17,  2.31it/s]

train:   5%|▍         | 168/3515 [01:19<24:06,  2.31it/s]
overall:  92%|█████████▏| 3684/4000 [36:32<02:39,  1.98it/s]

train:   5%|▍         | 169/3515 [01:19<28:06,  1.98it/s]
overall:  92%|█████████▏| 3685/4000 [36:32<02:34,  2.04it/s]

train:   5%|▍         | 170/3515 [01:20<27:18,  2.04it/s]
overall:  92%|█████████▏| 3686/4000 [36:32<02:33,  2.05it/s]

train:   5%|▍         | 171/3515 [01:20<27:11,  2.05it/s]
overall:  92%|█████████▏| 3687/4000 [36:33<02:22,  2.20it/s]

train:   5%|▍         | 172/3515 [01:21<25:17,  2.20it/s]
overall:  92%|█████████▏| 3688/4000 [36:33<02:19,  2.24it/s]

train:   5%|▍         | 173/3515 [01:21<24:52,  2.24it/s]
overall:  92%|█████████▏| 3689/4000 [36:34<02:26,  2.13it/s]

train:   5%|▍         | 174/3515 [01:22<26:09,  2.13it/s]
overall:  92%|█████████▏| 3690/4000 [36:34<02:31,  2.05it/s]

train:   5%|▍         | 175/3515 [01:22<27:08,  2.05it/s]
overall:  92%|█████████▏| 3691/4000 [36:35<02:34,  2.00it/s]

train:   5%|▌         | 176/3515 [01:23<27:46,  2.00it/s]
overall:  92%|█████████▏| 3692/4000 [36:35<02:35,  1.98it/s]

train:   5%|▌         | 177/3515 [01:23<28:05,  1.98it/s]
overall:  92%|█████████▏| 3693/4000 [36:36<02:37,  1.95it/s]

train:   5%|▌         | 178/3515 [01:24<28:30,  1.95it/s]
overall:  92%|█████████▏| 3694/4000 [36:36<02:38,  1.93it/s]

train:   5%|▌         | 179/3515 [01:24<28:45,  1.93it/s]
overall:  92%|█████████▏| 3695/4000 [36:37<02:15,  2.25it/s]

train:   5%|▌         | 180/3515 [01:25<24:44,  2.25it/s]
overall:  92%|█████████▏| 3696/4000 [36:37<02:23,  2.13it/s]

train:   5%|▌         | 181/3515 [01:25<26:08,  2.13it/s]
overall:  92%|█████████▏| 3697/4000 [36:37<01:50,  2.74it/s]

train:   5%|▌         | 182/3515 [01:25<20:15,  2.74it/s]
overall:  92%|█████████▏| 3698/4000 [36:38<02:03,  2.44it/s]

train:   5%|▌         | 183/3515 [01:26<22:46,  2.44it/s]
overall:  92%|█████████▏| 3699/4000 [36:38<02:11,  2.28it/s]

train:   5%|▌         | 184/3515 [01:26<24:19,  2.28it/s]
overall:  92%|█████████▎| 3700/4000 [36:39<02:14,  2.22it/s]

train:   5%|▌         | 185/3515 [01:27<24:58,  2.22it/s]
overall:  93%|█████████▎| 3701/4000 [36:39<02:20,  2.13it/s]

train:   5%|▌         | 186/3515 [01:27<26:00,  2.13it/s]
overall:  93%|█████████▎| 3702/4000 [36:40<02:13,  2.23it/s]

train:   5%|▌         | 187/3515 [01:28<24:52,  2.23it/s]
overall:  93%|█████████▎| 3703/4000 [36:40<02:20,  2.12it/s]

train:   5%|▌         | 188/3515 [01:28<26:09,  2.12it/s]
overall:  93%|█████████▎| 3704/4000 [36:41<02:20,  2.10it/s]

train:   5%|▌         | 189/3515 [01:29<26:20,  2.10it/s]
overall:  93%|█████████▎| 3705/4000 [36:41<02:13,  2.21it/s]

train:   5%|▌         | 190/3515 [01:29<25:04,  2.21it/s]
overall:  93%|█████████▎| 3706/4000 [36:42<02:19,  2.11it/s]

train:   5%|▌         | 191/3515 [01:30<26:18,  2.11it/s]
overall:  93%|█████████▎| 3707/4000 [36:42<01:59,  2.46it/s]

train:   5%|▌         | 192/3515 [01:30<22:29,  2.46it/s]
overall:  93%|█████████▎| 3708/4000 [36:43<02:15,  2.16it/s]

train:   5%|▌         | 193/3515 [01:30<25:37,  2.16it/s]
overall:  93%|█████████▎| 3709/4000 [36:43<02:11,  2.21it/s]

train:   6%|▌         | 194/3515 [01:31<24:59,  2.21it/s]
overall:  93%|█████████▎| 3710/4000 [36:43<01:58,  2.44it/s]

train:   6%|▌         | 195/3515 [01:31<22:42,  2.44it/s]
overall:  93%|█████████▎| 3711/4000 [36:44<02:06,  2.28it/s]

train:   6%|▌         | 196/3515 [01:32<24:14,  2.28it/s]
overall:  93%|█████████▎| 3712/4000 [36:44<02:11,  2.19it/s]

train:   6%|▌         | 197/3515 [01:32<25:18,  2.19it/s]
overall:  93%|█████████▎| 3713/4000 [36:45<02:13,  2.14it/s]

train:   6%|▌         | 198/3515 [01:33<25:48,  2.14it/s]
overall:  93%|█████████▎| 3714/4000 [36:45<02:12,  2.16it/s]

train:   6%|▌         | 199/3515 [01:33<25:37,  2.16it/s]
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overall:  99%|█████████▊| 3948/4000 [38:39<00:26,  1.95it/s]

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overall: 100%|█████████▉| 3999/4000 [39:04<00:00,  2.04it/s]

train:  14%|█▍        | 484/3515 [03:52<24:42,  2.04it/s]train loss: 1.9917100667953491
train per: 0.5782921184066269
train loss: 1.9877392053604126
train per: 0.5784630616464285
train loss: 1.915787935256958
train per: 0.5695338950691139
train loss: 1.9530818462371826
train per: 0.5698817966903074
train loss: 1.930840253829956
train per: 0.5694398661155767
train loss: 1.9401464462280273
train per: 0.5672819291455791
train loss: 1.8976526260375977
train per: 0.5661273666092943
train loss: 1.9398666620254517
train per: 0.5683291643269182
train loss: 1.9589115381240845
train per: 0.5785102914204198
train loss: 1.9301679134368896
train per: 0.5706025091641282
train loss: 1.9268471002578735
train per: 0.5695062595976159
train loss: 1.93798828125
train per: 0.5763052208835341
train loss: 1.8908741474151611
train per: 0.560932577189666
train loss: 1.9407163858413696
train per: 0.5681954632070793
train loss: 1.9697917699813843
train per: 0.5740364590029055
train loss: 1.9006836414337158
train per: 0.562444461370503
train loss: 1.9183546304702759
train per: 0.5675089897049407
train loss: 1.9317543506622314
train per: 0.5699244188810192
train loss: 1.9613454341888428
train per: 0.5752701435831648
train loss: 1.906925916671753
train per: 0.5615609300151887
train loss: 1.9532101154327393
train per: 0.5733363858363858
train loss: 1.9152759313583374
train per: 0.5694021619236709
train loss: 1.9333292245864868
train per: 0.5670503562832153
train loss: 1.9123693704605103
train per: 0.5641655319976658
train loss: 1.9148714542388916
train per: 0.5624659434289394
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:   9%|▊         | 230/2703 [00:00<00:01, 2222.77it/s]


word -> phonemes:  17%|█▋        | 453/2703 [00:00<00:01, 2144.63it/s]


word -> phonemes:  25%|██▍       | 668/2703 [00:00<00:01, 1985.32it/s]


word -> phonemes:  38%|███▊      | 1035/2703 [00:00<00:00, 2606.72it/s]


word -> phonemes:  48%|████▊     | 1301/2703 [00:00<00:00, 1907.28it/s]


word -> phonemes:  65%|██████▌   | 1765/2703 [00:00<00:00, 2627.98it/s]


word -> phonemes:  76%|███████▋  | 2065/2703 [00:00<00:00, 2723.31it/s]


word -> phonemes:  87%|████████▋ | 2365/2703 [00:00<00:00, 2678.04it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2603.51it/s]



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overall: 100%|█████████▉| 3999/4000 [41:12<00:00,  2.04it/s]

train:  14%|█▍        | 484/3515 [06:00<24:42,  2.04it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [41:12<00:00,  2.04it/s]

train:  14%|█▍        | 484/3515 [06:00<24:42,  2.04it/s]
overall: 100%|██████████| 4000/4000 [41:12<00:00, 38.58s/it]

train:  14%|█▍        | 485/3515 [06:00<32:28:13, 38.58s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [06:00<37:33,  1.34it/s]   

overall: 100%|██████████| 4000/4000 [41:12<00:00,  1.62it/s]
dev loss: 2.3092453479766846
dev per: 0.6333506763787721
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt