/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:  13%|█▎        | 440/3515 [00:00<00:00, 4399.45it/s]

word -> phonemes:  26%|██▌       | 912/3515 [00:00<00:00, 4587.60it/s]

word -> phonemes:  39%|███▉      | 1371/3515 [00:00<00:00, 4493.49it/s]

word -> phonemes:  52%|█████▏    | 1845/3515 [00:00<00:00, 4587.71it/s]

word -> phonemes:  66%|██████▌   | 2305/3515 [00:00<00:00, 4438.56it/s]

word -> phonemes:  78%|███████▊  | 2755/3515 [00:00<00:00, 4456.45it/s]

word -> phonemes:  91%|█████████ | 3202/3515 [00:00<00:00, 4437.48it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4371.52it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<3:55:22,  3.53s/it]

train:   0%|          | 1/3515 [00:01<1:37:35,  1.67s/it]
overall:   0%|          | 2/4000 [00:04<2:03:20,  1.85s/it]

train:   0%|          | 2/3515 [00:02<1:03:24,  1.08s/it]
overall:   0%|          | 3/4000 [00:04<1:21:27,  1.22s/it]

train:   0%|          | 3/3515 [00:02<47:08,  1.24it/s]  
overall:   0%|          | 4/4000 [00:05<1:01:42,  1.08it/s]

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overall:   0%|          | 5/4000 [00:05<50:36,  1.32it/s]  

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overall:   0%|          | 7/4000 [00:06<40:56,  1.63it/s]

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overall:   0%|          | 8/4000 [00:07<37:03,  1.80it/s]

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overall:   0%|          | 9/4000 [00:07<35:05,  1.90it/s]

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overall:   0%|          | 10/4000 [00:07<33:42,  1.97it/s]

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overall:   0%|          | 11/4000 [00:08<33:12,  2.00it/s]

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overall:   0%|          | 12/4000 [00:08<32:32,  2.04it/s]

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overall:   0%|          | 15/4000 [00:10<26:28,  2.51it/s]

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overall:   0%|          | 18/4000 [00:11<29:55,  2.22it/s]

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overall:   0%|          | 19/4000 [00:11<24:14,  2.74it/s]

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overall:   0%|          | 20/4000 [00:12<26:11,  2.53it/s]

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overall:   1%|          | 21/4000 [00:12<26:00,  2.55it/s]

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overall:   1%|          | 22/4000 [00:12<24:00,  2.76it/s]

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overall:   1%|          | 23/4000 [00:13<26:34,  2.49it/s]

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overall:   1%|          | 24/4000 [00:13<21:02,  3.15it/s]

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overall:   1%|          | 25/4000 [00:13<16:46,  3.95it/s]

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overall:   1%|          | 26/4000 [00:14<22:06,  3.00it/s]

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overall:   1%|          | 27/4000 [00:14<24:57,  2.65it/s]

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overall:   1%|          | 28/4000 [00:14<27:06,  2.44it/s]

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overall:   1%|          | 29/4000 [00:15<27:19,  2.42it/s]

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overall:   1%|          | 30/4000 [00:15<28:41,  2.31it/s]

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overall:   1%|          | 31/4000 [00:16<27:21,  2.42it/s]

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overall:   1%|          | 32/4000 [00:16<29:00,  2.28it/s]

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overall:   1%|          | 33/4000 [00:17<34:20,  1.92it/s]

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overall:   1%|          | 34/4000 [00:17<33:15,  1.99it/s]

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overall:   1%|          | 35/4000 [00:18<32:54,  2.01it/s]

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overall:   1%|          | 36/4000 [00:18<27:51,  2.37it/s]

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overall:   1%|          | 37/4000 [00:19<28:58,  2.28it/s]

train:   1%|          | 37/3515 [00:17<25:25,  2.28it/s]
overall:   1%|          | 38/4000 [00:19<29:38,  2.23it/s]

train:   1%|          | 38/3515 [00:17<26:00,  2.23it/s]
overall:   1%|          | 39/4000 [00:20<29:56,  2.20it/s]

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overall:   1%|          | 40/4000 [00:20<29:25,  2.24it/s]

train:   1%|          | 40/3515 [00:18<25:49,  2.24it/s]
overall:   1%|          | 41/4000 [00:20<29:43,  2.22it/s]

train:   1%|          | 41/3515 [00:19<26:04,  2.22it/s]
overall:   1%|          | 43/4000 [00:21<23:51,  2.76it/s]

train:   1%|          | 43/3515 [00:19<20:56,  2.76it/s]
overall:   1%|          | 44/4000 [00:21<25:25,  2.59it/s]

train:   1%|▏         | 44/3515 [00:20<22:18,  2.59it/s]
overall:   1%|          | 45/4000 [00:22<24:58,  2.64it/s]

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overall:   1%|          | 46/4000 [00:22<26:48,  2.46it/s]

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overall:   1%|          | 47/4000 [00:23<27:46,  2.37it/s]

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overall:   1%|          | 48/4000 [00:23<28:19,  2.33it/s]

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overall:   1%|          | 49/4000 [00:24<29:14,  2.25it/s]

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overall:   1%|▏         | 50/4000 [00:24<33:22,  1.97it/s]

train:   1%|▏         | 50/3515 [00:22<29:16,  1.97it/s]
overall:   1%|▏         | 51/4000 [00:25<31:44,  2.07it/s]

train:   1%|▏         | 51/3515 [00:23<27:50,  2.07it/s]
overall:   1%|▏         | 52/4000 [00:25<31:17,  2.10it/s]

train:   1%|▏         | 52/3515 [00:23<27:27,  2.10it/s]
overall:   1%|▏         | 53/4000 [00:26<31:27,  2.09it/s]

train:   2%|▏         | 53/3515 [00:24<27:35,  2.09it/s]
overall:   1%|▏         | 54/4000 [00:26<31:52,  2.06it/s]

train:   2%|▏         | 54/3515 [00:24<27:57,  2.06it/s]
overall:   1%|▏         | 55/4000 [00:27<31:09,  2.11it/s]

train:   2%|▏         | 55/3515 [00:25<27:19,  2.11it/s]
overall:   1%|▏         | 56/4000 [00:27<29:11,  2.25it/s]

train:   2%|▏         | 56/3515 [00:25<25:36,  2.25it/s]
overall:   1%|▏         | 57/4000 [00:27<29:44,  2.21it/s]

train:   2%|▏         | 57/3515 [00:26<26:05,  2.21it/s]
overall:   1%|▏         | 58/4000 [00:28<30:13,  2.17it/s]

train:   2%|▏         | 58/3515 [00:26<26:30,  2.17it/s]
overall:   1%|▏         | 59/4000 [00:28<30:22,  2.16it/s]

train:   2%|▏         | 59/3515 [00:27<26:38,  2.16it/s]
overall:   2%|▏         | 60/4000 [00:29<30:52,  2.13it/s]

train:   2%|▏         | 60/3515 [00:27<27:04,  2.13it/s]
overall:   2%|▏         | 61/4000 [00:29<30:56,  2.12it/s]

train:   2%|▏         | 61/3515 [00:28<27:07,  2.12it/s]
overall:   2%|▏         | 62/4000 [00:30<30:37,  2.14it/s]

train:   2%|▏         | 62/3515 [00:28<26:51,  2.14it/s]
overall:   2%|▏         | 63/4000 [00:30<30:22,  2.16it/s]

train:   2%|▏         | 63/3515 [00:28<26:37,  2.16it/s]
overall:   2%|▏         | 64/4000 [00:31<29:28,  2.23it/s]

train:   2%|▏         | 64/3515 [00:29<25:50,  2.23it/s]
overall:   2%|▏         | 65/4000 [00:31<30:14,  2.17it/s]

train:   2%|▏         | 65/3515 [00:29<26:31,  2.17it/s]
overall:   2%|▏         | 66/4000 [00:32<29:11,  2.25it/s]

train:   2%|▏         | 66/3515 [00:30<25:35,  2.25it/s]
overall:   2%|▏         | 67/4000 [00:32<28:46,  2.28it/s]

train:   2%|▏         | 67/3515 [00:30<25:13,  2.28it/s]
overall:   2%|▏         | 68/4000 [00:32<28:59,  2.26it/s]

train:   2%|▏         | 68/3515 [00:31<25:24,  2.26it/s]
overall:   2%|▏         | 69/4000 [00:33<29:26,  2.22it/s]

train:   2%|▏         | 69/3515 [00:31<25:48,  2.22it/s]
overall:   2%|▏         | 70/4000 [00:33<28:30,  2.30it/s]

train:   2%|▏         | 70/3515 [00:31<24:59,  2.30it/s]
overall:   2%|▏         | 71/4000 [00:34<22:59,  2.85it/s]

train:   2%|▏         | 71/3515 [00:32<20:09,  2.85it/s]
overall:   2%|▏         | 72/4000 [00:34<25:08,  2.60it/s]

train:   2%|▏         | 72/3515 [00:32<22:01,  2.60it/s]
overall:   2%|▏         | 73/4000 [00:34<26:40,  2.45it/s]

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overall:   2%|▏         | 74/4000 [00:35<31:28,  2.08it/s]

train:   2%|▏         | 74/3515 [00:33<27:34,  2.08it/s]
overall:   2%|▏         | 75/4000 [00:36<30:50,  2.12it/s]

train:   2%|▏         | 75/3515 [00:34<27:02,  2.12it/s]
overall:   2%|▏         | 76/4000 [00:36<30:49,  2.12it/s]

train:   2%|▏         | 76/3515 [00:34<27:00,  2.12it/s]
overall:   2%|▏         | 77/4000 [00:36<31:09,  2.10it/s]

train:   2%|▏         | 77/3515 [00:35<27:18,  2.10it/s]
overall:   2%|▏         | 78/4000 [00:37<25:19,  2.58it/s]

train:   2%|▏         | 78/3515 [00:35<22:11,  2.58it/s]
overall:   2%|▏         | 79/4000 [00:37<28:24,  2.30it/s]

train:   2%|▏         | 79/3515 [00:35<24:53,  2.30it/s]
overall:   2%|▏         | 80/4000 [00:38<28:53,  2.26it/s]

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overall:   2%|▏         | 81/4000 [00:38<23:32,  2.77it/s]

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overall:   2%|▏         | 83/4000 [00:39<26:49,  2.43it/s]

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overall:   2%|▏         | 84/4000 [00:39<27:47,  2.35it/s]

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overall:   2%|▏         | 85/4000 [00:40<28:50,  2.26it/s]

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overall:   2%|▏         | 86/4000 [00:40<29:52,  2.18it/s]

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train:   2%|▏         | 87/3515 [00:39<26:34,  2.15it/s]
overall:   2%|▏         | 88/4000 [00:41<30:23,  2.15it/s]

train:   3%|▎         | 88/3515 [00:39<26:37,  2.15it/s]
overall:   2%|▏         | 89/4000 [00:42<29:48,  2.19it/s]

train:   3%|▎         | 89/3515 [00:40<26:06,  2.19it/s]
overall:   2%|▏         | 90/4000 [00:42<30:30,  2.14it/s]

train:   3%|▎         | 90/3515 [00:40<26:43,  2.14it/s]
overall:   2%|▏         | 91/4000 [00:43<31:14,  2.09it/s]

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overall:   2%|▏         | 92/4000 [00:43<30:54,  2.11it/s]

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overall:   2%|▏         | 93/4000 [00:44<30:30,  2.13it/s]

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train:   4%|▍         | 144/3515 [01:04<21:01,  2.67it/s]
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train:   4%|▍         | 146/3515 [01:06<26:20,  2.13it/s]
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train:   4%|▍         | 147/3515 [01:06<26:59,  2.08it/s]
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train:   4%|▍         | 148/3515 [01:06<26:39,  2.11it/s]
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train:   4%|▍         | 149/3515 [01:07<26:29,  2.12it/s]
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train:   4%|▍         | 150/3515 [01:07<26:26,  2.12it/s]
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train:   4%|▍         | 151/3515 [01:08<28:04,  2.00it/s]
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train:   4%|▍         | 152/3515 [01:08<27:49,  2.01it/s]
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train:   4%|▍         | 153/3515 [01:09<27:10,  2.06it/s]
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train:   4%|▍         | 154/3515 [01:09<26:13,  2.14it/s]
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train:   4%|▍         | 155/3515 [01:10<26:28,  2.12it/s]
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train:   4%|▍         | 156/3515 [01:10<26:26,  2.12it/s]
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train:   4%|▍         | 157/3515 [01:11<26:10,  2.14it/s]
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train:   4%|▍         | 158/3515 [01:11<26:07,  2.14it/s]
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train:   5%|▍         | 159/3515 [01:12<26:26,  2.12it/s]
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train:   5%|▍         | 160/3515 [01:12<22:11,  2.52it/s]
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train:   5%|▍         | 161/3515 [01:12<23:08,  2.42it/s]
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train:   5%|▍         | 162/3515 [01:13<23:56,  2.33it/s]
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train:   5%|▍         | 163/3515 [01:13<24:26,  2.29it/s]
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train:   5%|▍         | 164/3515 [01:14<25:05,  2.23it/s]
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train:   5%|▍         | 165/3515 [01:14<25:17,  2.21it/s]
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train:   5%|▍         | 166/3515 [01:15<25:12,  2.21it/s]
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train:   5%|▍         | 167/3515 [01:15<21:36,  2.58it/s]
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train:   5%|▍         | 168/3515 [01:15<23:29,  2.38it/s]
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train:   5%|▍         | 169/3515 [01:16<23:56,  2.33it/s]
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train:   5%|▍         | 170/3515 [01:17<27:15,  2.05it/s]
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train:   5%|▍         | 171/3515 [01:17<27:00,  2.06it/s]
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train:   5%|▍         | 172/3515 [01:17<27:04,  2.06it/s]
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train:   5%|▍         | 173/3515 [01:18<23:09,  2.40it/s]
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train:   5%|▍         | 174/3515 [01:18<24:45,  2.25it/s]
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train:   5%|▍         | 175/3515 [01:19<27:28,  2.03it/s]
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train:   5%|▌         | 176/3515 [01:19<27:44,  2.01it/s]
overall:   4%|▍         | 177/4000 [01:22<32:02,  1.99it/s]

train:   5%|▌         | 177/3515 [01:20<27:58,  1.99it/s]
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train:   5%|▌         | 178/3515 [01:20<27:41,  2.01it/s]
overall:   4%|▍         | 179/4000 [01:23<31:17,  2.04it/s]

train:   5%|▌         | 179/3515 [01:21<27:18,  2.04it/s]
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train:   5%|▌         | 180/3515 [01:21<27:42,  2.01it/s]
overall:   5%|▍         | 181/4000 [01:24<31:38,  2.01it/s]

train:   5%|▌         | 181/3515 [01:22<27:37,  2.01it/s]
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train:   5%|▌         | 182/3515 [01:22<27:51,  1.99it/s]
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train:   5%|▌         | 183/3515 [01:23<27:51,  1.99it/s]
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train:   5%|▌         | 184/3515 [01:23<26:37,  2.09it/s]
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train:   5%|▌         | 185/3515 [01:24<25:54,  2.14it/s]
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train:   5%|▌         | 186/3515 [01:24<26:04,  2.13it/s]
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train:   5%|▌         | 187/3515 [01:25<24:29,  2.26it/s]
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train:   5%|▌         | 188/3515 [01:25<23:21,  2.37it/s]
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train:   5%|▌         | 189/3515 [01:25<23:51,  2.32it/s]
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train:   5%|▌         | 190/3515 [01:26<23:03,  2.40it/s]
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train:   5%|▌         | 191/3515 [01:26<23:24,  2.37it/s]
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train:   5%|▌         | 192/3515 [01:26<19:33,  2.83it/s]
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train:   5%|▌         | 193/3515 [01:27<21:47,  2.54it/s]
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train:   6%|▌         | 194/3515 [01:28<27:11,  2.04it/s]
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train:   6%|▌         | 195/3515 [01:28<27:16,  2.03it/s]
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train:   6%|▌         | 206/3515 [01:33<20:57,  2.63it/s]
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train:   6%|▋         | 220/3515 [01:39<24:02,  2.28it/s]
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train:   6%|▋         | 221/3515 [01:40<23:47,  2.31it/s]
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train:   6%|▋         | 222/3515 [01:40<24:40,  2.22it/s]
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train:   6%|▋         | 223/3515 [01:41<25:52,  2.12it/s]
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train:   6%|▋         | 224/3515 [01:41<25:12,  2.18it/s]
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train:   6%|▋         | 227/3515 [01:43<24:48,  2.21it/s]
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train:   6%|▋         | 228/3515 [01:43<19:06,  2.87it/s]
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train:   7%|▋         | 229/3515 [01:43<21:16,  2.57it/s]
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train:   7%|▋         | 230/3515 [01:44<23:07,  2.37it/s]
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overall:   7%|▋         | 265/4000 [02:02<29:33,  2.11it/s]

train:   8%|▊         | 265/3515 [02:00<25:43,  2.11it/s]
overall:   7%|▋         | 266/4000 [02:03<29:43,  2.09it/s]

train:   8%|▊         | 266/3515 [02:01<25:51,  2.09it/s]
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overall:   7%|▋         | 268/4000 [02:04<28:16,  2.20it/s]

train:   8%|▊         | 268/3515 [02:02<24:36,  2.20it/s]
overall:   7%|▋         | 269/4000 [02:04<26:50,  2.32it/s]

train:   8%|▊         | 269/3515 [02:02<23:21,  2.32it/s]
overall:   7%|▋         | 270/4000 [02:04<26:27,  2.35it/s]

train:   8%|▊         | 270/3515 [02:02<23:01,  2.35it/s]
overall:   7%|▋         | 271/4000 [02:05<30:16,  2.05it/s]

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overall:   7%|▋         | 272/4000 [02:05<30:23,  2.04it/s]

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train:   8%|▊         | 273/3515 [02:04<26:03,  2.07it/s]
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train:   8%|▊         | 274/3515 [02:04<25:53,  2.09it/s]
overall:   7%|▋         | 275/4000 [02:07<29:50,  2.08it/s]

train:   8%|▊         | 275/3515 [02:05<25:57,  2.08it/s]
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overall:   7%|▋         | 277/4000 [02:08<28:48,  2.15it/s]

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overall:   7%|▋         | 278/4000 [02:08<28:07,  2.21it/s]

train:   8%|▊         | 278/3515 [02:06<24:27,  2.21it/s]
overall:   7%|▋         | 279/4000 [02:09<28:20,  2.19it/s]

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overall:   7%|▋         | 280/4000 [02:09<28:50,  2.15it/s]

train:   8%|▊         | 280/3515 [02:07<25:05,  2.15it/s]
overall:   7%|▋         | 281/4000 [02:10<29:13,  2.12it/s]

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overall:   7%|▋         | 282/4000 [02:10<28:19,  2.19it/s]

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train:   8%|▊         | 283/3515 [02:08<21:59,  2.45it/s]
overall:   7%|▋         | 284/4000 [02:11<31:04,  1.99it/s]

train:   8%|▊         | 284/3515 [02:09<27:00,  1.99it/s]
overall:   7%|▋         | 285/4000 [02:12<30:42,  2.02it/s]

train:   8%|▊         | 285/3515 [02:10<26:41,  2.02it/s]
overall:   7%|▋         | 286/4000 [02:12<30:31,  2.03it/s]

train:   8%|▊         | 286/3515 [02:10<26:32,  2.03it/s]
overall:   7%|▋         | 287/4000 [02:12<28:45,  2.15it/s]

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overall:   7%|▋         | 288/4000 [02:13<27:45,  2.23it/s]

train:   8%|▊         | 288/3515 [02:11<24:07,  2.23it/s]
overall:   7%|▋         | 289/4000 [02:13<28:14,  2.19it/s]

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overall:  12%|█▏        | 483/4000 [03:41<25:39,  2.28it/s]

train:  14%|█▎        | 483/3515 [03:39<22:07,  2.28it/s]
overall:  12%|█▏        | 484/4000 [03:42<20:51,  2.81it/s]

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overall:  12%|█▏        | 485/4000 [03:42<23:06,  2.54it/s]

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overall:  12%|█▏        | 486/4000 [03:42<24:25,  2.40it/s]

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overall:  12%|█▏        | 487/4000 [03:43<27:28,  2.13it/s]

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overall:  12%|█▏        | 488/4000 [03:44<27:43,  2.11it/s]

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overall:  12%|█▏        | 489/4000 [03:44<27:59,  2.09it/s]

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overall:  12%|█▏        | 490/4000 [03:44<26:41,  2.19it/s]

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overall:  12%|█▏        | 491/4000 [03:45<23:18,  2.51it/s]

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overall:  12%|█▏        | 492/4000 [03:45<19:00,  3.07it/s]

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overall:  12%|█▏        | 493/4000 [03:45<21:33,  2.71it/s]

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overall:  12%|█▏        | 494/4000 [03:46<23:14,  2.51it/s]

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overall:  12%|█▏        | 495/4000 [03:46<24:19,  2.40it/s]

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overall:  12%|█▏        | 496/4000 [03:47<25:20,  2.30it/s]

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overall:  12%|█▏        | 497/4000 [03:47<23:59,  2.43it/s]

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overall:  12%|█▏        | 498/4000 [03:48<24:59,  2.34it/s]

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overall:  12%|█▏        | 499/4000 [03:48<21:39,  2.69it/s]

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overall:  12%|█▎        | 500/4000 [03:48<27:03,  2.16it/s]

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overall:  13%|█▎        | 501/4000 [03:49<27:03,  2.15it/s]

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overall:  13%|█▎        | 502/4000 [03:49<26:23,  2.21it/s]

train:  14%|█▍        | 502/3515 [03:47<22:43,  2.21it/s]
overall:  13%|█▎        | 503/4000 [03:50<26:03,  2.24it/s]

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overall:  13%|█▎        | 504/4000 [03:50<26:17,  2.22it/s]

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overall:  13%|█▎        | 505/4000 [03:51<26:35,  2.19it/s]

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overall:  13%|█▎        | 506/4000 [03:51<23:45,  2.45it/s]

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overall:  13%|█▎        | 507/4000 [03:51<24:10,  2.41it/s]

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overall:  13%|█▎        | 508/4000 [03:52<25:19,  2.30it/s]

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overall:  13%|█▎        | 509/4000 [03:52<26:25,  2.20it/s]

train:  14%|█▍        | 509/3515 [03:51<22:45,  2.20it/s]
overall:  13%|█▎        | 510/4000 [03:53<26:39,  2.18it/s]

train:  15%|█▍        | 510/3515 [03:51<22:57,  2.18it/s]
overall:  13%|█▎        | 511/4000 [03:53<28:37,  2.03it/s]

train:  15%|█▍        | 511/3515 [03:52<24:39,  2.03it/s]
overall:  13%|█▎        | 512/4000 [03:54<28:35,  2.03it/s]

train:  15%|█▍        | 512/3515 [03:52<24:37,  2.03it/s]
overall:  13%|█▎        | 513/4000 [03:54<27:33,  2.11it/s]

train:  15%|█▍        | 513/3515 [03:53<23:43,  2.11it/s]
overall:  13%|█▎        | 514/4000 [03:55<24:35,  2.36it/s]

train:  15%|█▍        | 514/3515 [03:53<21:10,  2.36it/s]
overall:  13%|█▎        | 515/4000 [03:55<20:06,  2.89it/s]

train:  15%|█▍        | 515/3515 [03:53<17:18,  2.89it/s]
overall:  13%|█▎        | 516/4000 [03:55<22:38,  2.56it/s]

train:  15%|█▍        | 516/3515 [03:53<19:29,  2.56it/s]
overall:  13%|█▎        | 517/4000 [03:56<24:43,  2.35it/s]

train:  15%|█▍        | 517/3515 [03:54<21:16,  2.35it/s]
overall:  13%|█▎        | 518/4000 [03:56<25:25,  2.28it/s]

train:  15%|█▍        | 518/3515 [03:54<21:52,  2.28it/s]
overall:  13%|█▎        | 519/4000 [03:57<26:26,  2.19it/s]

train:  15%|█▍        | 519/3515 [03:55<22:45,  2.19it/s]
overall:  13%|█▎        | 520/4000 [03:57<24:54,  2.33it/s]

train:  15%|█▍        | 520/3515 [03:55<21:26,  2.33it/s]
overall:  13%|█▎        | 521/4000 [03:57<20:22,  2.85it/s]

train:  15%|█▍        | 521/3515 [03:56<17:31,  2.85it/s]
overall:  13%|█▎        | 522/4000 [03:58<22:43,  2.55it/s]

train:  15%|█▍        | 522/3515 [03:56<19:33,  2.55it/s]
overall:  13%|█▎        | 523/4000 [03:58<24:27,  2.37it/s]

train:  15%|█▍        | 523/3515 [03:56<21:02,  2.37it/s]
overall:  13%|█▎        | 524/4000 [03:59<27:52,  2.08it/s]

train:  15%|█▍        | 524/3515 [03:57<23:59,  2.08it/s]
overall:  13%|█▎        | 525/4000 [03:59<27:07,  2.14it/s]

train:  15%|█▍        | 525/3515 [03:58<23:20,  2.14it/s]
overall:  13%|█▎        | 526/4000 [04:00<26:18,  2.20it/s]

train:  15%|█▍        | 526/3515 [03:58<22:38,  2.20it/s]
overall:  13%|█▎        | 527/4000 [04:00<27:03,  2.14it/s]

train:  15%|█▍        | 527/3515 [03:58<23:16,  2.14it/s]
overall:  13%|█▎        | 528/4000 [04:01<27:08,  2.13it/s]

train:  15%|█▌        | 528/3515 [03:59<23:20,  2.13it/s]
overall:  13%|█▎        | 529/4000 [04:01<27:25,  2.11it/s]

train:  15%|█▌        | 529/3515 [03:59<23:35,  2.11it/s]
overall:  13%|█▎        | 530/4000 [04:02<24:34,  2.35it/s]

train:  15%|█▌        | 530/3515 [04:00<21:08,  2.35it/s]
overall:  13%|█▎        | 531/4000 [04:02<25:40,  2.25it/s]

train:  15%|█▌        | 531/3515 [04:00<22:05,  2.25it/s]
overall:  13%|█▎        | 532/4000 [04:03<26:44,  2.16it/s]

train:  15%|█▌        | 532/3515 [04:01<23:00,  2.16it/s]
overall:  13%|█▎        | 533/4000 [04:03<26:12,  2.20it/s]

train:  15%|█▌        | 533/3515 [04:01<22:32,  2.20it/s]
overall:  13%|█▎        | 534/4000 [04:03<26:33,  2.18it/s]

train:  15%|█▌        | 534/3515 [04:02<22:50,  2.17it/s]
overall:  13%|█▎        | 535/4000 [04:04<29:17,  1.97it/s]

train:  15%|█▌        | 535/3515 [04:02<25:11,  1.97it/s]
overall:  13%|█▎        | 536/4000 [04:05<29:12,  1.98it/s]

train:  15%|█▌        | 536/3515 [04:03<25:07,  1.98it/s]
overall:  13%|█▎        | 537/4000 [04:05<28:36,  2.02it/s]

train:  15%|█▌        | 537/3515 [04:03<24:36,  2.02it/s]
overall:  13%|█▎        | 538/4000 [04:05<22:54,  2.52it/s]

train:  15%|█▌        | 538/3515 [04:03<19:41,  2.52it/s]
overall:  13%|█▎        | 539/4000 [04:05<17:46,  3.24it/s]

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overall:  14%|█▎        | 540/4000 [04:06<16:21,  3.52it/s]

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overall:  14%|█▎        | 541/4000 [04:06<13:16,  4.34it/s]

train:  15%|█▌        | 541/3515 [04:04<11:24,  4.34it/s]
overall:  14%|█▎        | 542/4000 [04:06<16:41,  3.45it/s]

train:  15%|█▌        | 542/3515 [04:04<14:21,  3.45it/s]
overall:  14%|█▎        | 543/4000 [04:06<18:07,  3.18it/s]

train:  15%|█▌        | 543/3515 [04:05<15:35,  3.18it/s]
overall:  14%|█▎        | 544/4000 [04:07<20:41,  2.78it/s]

train:  15%|█▌        | 544/3515 [04:05<17:47,  2.78it/s]
overall:  14%|█▎        | 545/4000 [04:07<23:27,  2.45it/s]

train:  16%|█▌        | 545/3515 [04:06<20:09,  2.45it/s]
overall:  14%|█▎        | 546/4000 [04:08<25:07,  2.29it/s]

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overall:  14%|█▎        | 547/4000 [04:08<25:54,  2.22it/s]

train:  16%|█▌        | 547/3515 [04:07<22:16,  2.22it/s]
overall:  14%|█▎        | 548/4000 [04:09<25:29,  2.26it/s]

train:  16%|█▌        | 548/3515 [04:07<21:54,  2.26it/s]
overall:  14%|█▎        | 549/4000 [04:09<26:05,  2.20it/s]

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overall:  14%|█▍        | 550/4000 [04:10<26:57,  2.13it/s]

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overall:  14%|█▍        | 551/4000 [04:10<27:16,  2.11it/s]

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overall:  14%|█▍        | 552/4000 [04:11<27:27,  2.09it/s]

train:  16%|█▌        | 552/3515 [04:09<23:35,  2.09it/s]
overall:  14%|█▍        | 553/4000 [04:11<25:59,  2.21it/s]

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overall:  14%|█▍        | 554/4000 [04:12<26:22,  2.18it/s]

train:  16%|█▌        | 554/3515 [04:10<22:39,  2.18it/s]
overall:  14%|█▍        | 555/4000 [04:12<26:38,  2.15it/s]

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overall:  14%|█▍        | 556/4000 [04:13<27:29,  2.09it/s]

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overall:  14%|█▍        | 557/4000 [04:13<28:00,  2.05it/s]

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overall:  14%|█▍        | 558/4000 [04:14<27:46,  2.07it/s]

train:  16%|█▌        | 558/3515 [04:12<23:51,  2.07it/s]
overall:  14%|█▍        | 559/4000 [04:14<27:26,  2.09it/s]

train:  16%|█▌        | 559/3515 [04:12<23:34,  2.09it/s]
overall:  14%|█▍        | 560/4000 [04:15<27:56,  2.05it/s]

train:  16%|█▌        | 560/3515 [04:13<24:00,  2.05it/s]
overall:  14%|█▍        | 561/4000 [04:15<28:30,  2.01it/s]

train:  16%|█▌        | 561/3515 [04:13<24:29,  2.01it/s]
overall:  14%|█▍        | 562/4000 [04:16<28:53,  1.98it/s]

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overall:  14%|█▍        | 563/4000 [04:16<29:07,  1.97it/s]

train:  16%|█▌        | 563/3515 [04:14<25:01,  1.97it/s]
overall:  14%|█▍        | 564/4000 [04:17<28:58,  1.98it/s]

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overall:  14%|█▍        | 565/4000 [04:17<28:27,  2.01it/s]

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overall:  14%|█▍        | 566/4000 [04:18<28:11,  2.03it/s]

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overall:  14%|█▍        | 567/4000 [04:18<27:55,  2.05it/s]

train:  16%|█▌        | 567/3515 [04:16<23:58,  2.05it/s]
overall:  14%|█▍        | 569/4000 [04:19<23:00,  2.49it/s]

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overall:  14%|█▍        | 570/4000 [04:19<23:44,  2.41it/s]

train:  16%|█▌        | 570/3515 [04:17<20:22,  2.41it/s]
overall:  14%|█▍        | 571/4000 [04:20<25:12,  2.27it/s]

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overall:  14%|█▍        | 572/4000 [04:20<29:40,  1.93it/s]

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overall:  14%|█▍        | 573/4000 [04:21<28:29,  2.00it/s]

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overall:  14%|█▍        | 574/4000 [04:21<22:18,  2.56it/s]

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overall:  14%|█▍        | 575/4000 [04:21<23:30,  2.43it/s]

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overall:  14%|█▍        | 576/4000 [04:22<18:42,  3.05it/s]

train:  16%|█▋        | 576/3515 [04:20<16:03,  3.05it/s]
overall:  14%|█▍        | 577/4000 [04:22<21:22,  2.67it/s]

train:  16%|█▋        | 577/3515 [04:20<18:20,  2.67it/s]
overall:  14%|█▍        | 578/4000 [04:23<23:51,  2.39it/s]

train:  16%|█▋        | 578/3515 [04:21<20:28,  2.39it/s]
overall:  14%|█▍        | 579/4000 [04:23<25:18,  2.25it/s]

train:  16%|█▋        | 579/3515 [04:21<21:42,  2.25it/s]
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overall:  15%|█▍        | 581/4000 [04:24<26:07,  2.18it/s]

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overall:  15%|█▍        | 584/4000 [04:26<28:23,  2.00it/s]

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overall:  15%|█▍        | 585/4000 [04:26<27:37,  2.06it/s]

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overall:  15%|█▍        | 586/4000 [04:27<26:49,  2.12it/s]

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overall:  15%|█▍        | 587/4000 [04:27<21:38,  2.63it/s]

train:  17%|█▋        | 587/3515 [04:25<18:33,  2.63it/s]
overall:  15%|█▍        | 588/4000 [04:27<21:47,  2.61it/s]

train:  17%|█▋        | 588/3515 [04:25<18:41,  2.61it/s]
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train:  17%|█▋        | 589/3515 [04:26<19:54,  2.45it/s]
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overall:  15%|█▍        | 594/4000 [04:30<25:13,  2.25it/s]

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overall:  15%|█▍        | 595/4000 [04:30<25:00,  2.27it/s]

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train:  17%|█▋        | 598/3515 [04:30<24:47,  1.96it/s]
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train:  17%|█▋        | 599/3515 [04:30<20:04,  2.42it/s]
overall:  15%|█▌        | 600/4000 [04:33<24:46,  2.29it/s]

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overall:  15%|█▌        | 601/4000 [04:33<25:35,  2.21it/s]

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overall:  16%|█▌        | 643/4000 [04:52<25:45,  2.17it/s]

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train:  28%|██▊       | 994/3515 [07:31<18:42,  2.25it/s]
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train:  28%|██▊       | 996/3515 [07:32<19:14,  2.18it/s]
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overall:  25%|██▍       | 999/4000 [07:36<23:48,  2.10it/s]

train:  28%|██▊       | 999/3515 [07:34<19:57,  2.10it/s]train loss: 8.374358177185059
train per: 0.9887985231014869
train loss: 5.818379878997803
train per: 0.8918331655095659
train loss: 5.096658706665039
train per: 0.8924897253998586
train loss: 4.340956687927246
train per: 0.9057999735764302
train loss: 4.702923774719238
train per: 0.9067310880583582
train loss: 4.608759880065918
train per: 0.9014833127317676
train loss: 4.264974594116211
train per: 0.9040614511296826
train loss: 4.267614841461182
train per: 0.9158217816800422
train loss: 4.046052932739258
train per: 0.9223344398144878
train loss: 4.595538139343262
train per: 0.9112699857012869
train loss: 4.275874137878418
train per: 0.8932629572611979
train loss: 4.540650367736816
train per: 0.9152618678405282
train loss: 4.012113094329834
train per: 0.9092531226102473
train loss: 4.209222793579102
train per: 0.9155324062699621
train loss: 4.082358360290527
train per: 0.9080934431346186
train loss: 4.096163272857666
train per: 0.908805423323281
train loss: 4.056705474853516
train per: 0.9001036129381025
train loss: 4.159891605377197
train per: 0.9169808293895885
train loss: 4.3182759284973145
train per: 0.896153739956374
train loss: 4.1038055419921875
train per: 0.899360435198118
train loss: 4.0558929443359375
train per: 0.9035019276666054
train loss: 4.021359443664551
train per: 0.897780156366344
train loss: 4.188108444213867
train per: 0.9050040208565722
train loss: 4.059695720672607
train per: 0.9013401403956605
train loss: 4.068423271179199
train per: 0.9185858021240917
train loss: 4.141456604003906
train per: 0.9150058930676096
train loss: 4.121512413024902
train per: 0.9118959409394521
train loss: 4.1102824211120605
train per: 0.8989267238051116
train loss: 4.326741695404053
train per: 0.9077536325061077
train loss: 4.296292304992676
train per: 0.9017179070863667
train loss: 4.141312599182129
train per: 0.9124336521449268
train loss: 4.0245771408081055
train per: 0.9052826006649427
train loss: 4.1286821365356445
train per: 0.8923873953172548
train loss: 4.40268087387085
train per: 0.8940021688958096
train loss: 4.043618679046631
train per: 0.9072283553227425
train loss: 4.015984058380127
train per: 0.8925452839719997
train loss: 4.115765571594238
train per: 0.9112193026419417
train loss: 3.9901397228240967
train per: 0.8966458846841622
train loss: 3.9614951610565186
train per: 0.8968506636626341
train loss: 3.9736850261688232
train per: 0.8994794305984245
train loss: 3.9754722118377686
train per: 0.9031221303948577
train loss: 4.111109733581543
train per: 0.9032596068426687
train loss: 3.936936855316162
train per: 0.8955628982770828
train loss: 3.9579498767852783
train per: 0.9023086397106994
train loss: 3.992525100708008
train per: 0.8881384658842865
train loss: 4.046250820159912
train per: 0.8938282692211744
train loss: 3.9516074657440186
train per: 0.8968122351206929
train loss: 4.068262100219727
train per: 0.9054390418217216
train loss: 3.9582772254943848
train per: 0.9065688204761052
train loss: 4.034433841705322
train per: 0.8959695234660295
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  18%|█▊        | 492/2703 [00:00<00:00, 4903.31it/s]


word -> phonemes:  39%|███▊      | 1045/2703 [00:00<00:00, 5055.48it/s]


word -> phonemes:  57%|█████▋    | 1551/2703 [00:00<00:00, 4900.03it/s]


word -> phonemes:  76%|███████▌  | 2047/2703 [00:00<00:00, 4922.40it/s]


word -> phonemes:  94%|█████████▍| 2552/2703 [00:00<00:00, 4964.58it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 4972.43it/s]



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overall:  47%|████▋     | 1883/4000 [17:23<14:41,  2.40it/s]

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overall:  47%|████▋     | 1884/4000 [17:23<15:26,  2.28it/s]

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overall:  47%|████▋     | 1885/4000 [17:24<16:14,  2.17it/s]

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overall:  47%|████▋     | 1886/4000 [17:24<16:25,  2.14it/s]

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overall:  47%|████▋     | 1887/4000 [17:25<16:30,  2.13it/s]

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overall:  47%|████▋     | 1889/4000 [17:26<17:04,  2.06it/s]

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overall:  47%|████▋     | 1890/4000 [17:26<16:38,  2.11it/s]

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overall:  47%|████▋     | 1891/4000 [17:27<15:35,  2.25it/s]

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overall:  47%|████▋     | 1892/4000 [17:27<17:38,  1.99it/s]

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overall:  47%|████▋     | 1893/4000 [17:28<15:17,  2.30it/s]

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overall:  47%|████▋     | 1894/4000 [17:28<15:45,  2.23it/s]

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overall:  47%|████▋     | 1895/4000 [17:29<16:06,  2.18it/s]

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overall:  47%|████▋     | 1897/4000 [17:30<16:38,  2.11it/s]

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overall:  47%|████▋     | 1898/4000 [17:30<16:44,  2.09it/s]

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overall:  48%|████▊     | 1900/4000 [17:31<16:39,  2.10it/s]

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overall:  48%|████▊     | 1901/4000 [17:31<17:01,  2.06it/s]

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overall:  48%|████▊     | 1902/4000 [17:32<16:54,  2.07it/s]

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overall:  48%|████▊     | 1903/4000 [17:32<17:21,  2.01it/s]

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overall:  48%|████▊     | 1904/4000 [17:33<17:09,  2.04it/s]

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overall:  48%|████▊     | 1905/4000 [17:33<16:55,  2.06it/s]

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overall:  48%|████▊     | 1906/4000 [17:34<16:45,  2.08it/s]

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overall:  48%|████▊     | 1907/4000 [17:34<12:56,  2.70it/s]

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overall:  48%|████▊     | 1908/4000 [17:35<14:17,  2.44it/s]

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overall:  48%|████▊     | 1909/4000 [17:35<15:05,  2.31it/s]

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overall:  48%|████▊     | 1910/4000 [17:35<15:43,  2.22it/s]

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overall:  48%|████▊     | 1911/4000 [17:36<15:40,  2.22it/s]

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overall:  48%|████▊     | 1912/4000 [17:36<15:07,  2.30it/s]

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overall:  48%|████▊     | 1913/4000 [17:37<15:50,  2.19it/s]

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overall:  48%|████▊     | 1914/4000 [17:37<16:22,  2.12it/s]

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overall:  48%|████▊     | 1915/4000 [17:38<14:07,  2.46it/s]

train:  54%|█████▍    | 1915/3515 [17:36<10:50,  2.46it/s]
overall:  48%|████▊     | 1916/4000 [17:38<18:43,  1.85it/s]

train:  55%|█████▍    | 1916/3515 [17:37<14:22,  1.85it/s]
overall:  48%|████▊     | 1917/4000 [17:39<18:23,  1.89it/s]

train:  55%|█████▍    | 1917/3515 [17:37<14:06,  1.89it/s]
overall:  48%|████▊     | 1918/4000 [17:39<17:29,  1.98it/s]

train:  55%|█████▍    | 1918/3515 [17:38<13:25,  1.98it/s]
overall:  48%|████▊     | 1919/4000 [17:40<17:23,  1.99it/s]

train:  55%|█████▍    | 1919/3515 [17:38<13:20,  1.99it/s]
overall:  48%|████▊     | 1920/4000 [17:40<17:34,  1.97it/s]

train:  55%|█████▍    | 1920/3515 [17:39<13:28,  1.97it/s]
overall:  48%|████▊     | 1921/4000 [17:41<15:24,  2.25it/s]

train:  55%|█████▍    | 1921/3515 [17:39<11:48,  2.25it/s]
overall:  48%|████▊     | 1922/4000 [17:41<15:52,  2.18it/s]

train:  55%|█████▍    | 1922/3515 [17:39<12:09,  2.18it/s]
overall:  48%|████▊     | 1923/4000 [17:42<16:00,  2.16it/s]

train:  55%|█████▍    | 1923/3515 [17:40<12:16,  2.16it/s]
overall:  48%|████▊     | 1924/4000 [17:42<13:59,  2.47it/s]

train:  55%|█████▍    | 1924/3515 [17:40<10:43,  2.47it/s]
overall:  48%|████▊     | 1925/4000 [17:42<12:20,  2.80it/s]

train:  55%|█████▍    | 1925/3515 [17:40<09:27,  2.80it/s]
overall:  48%|████▊     | 1926/4000 [17:42<10:37,  3.26it/s]

train:  55%|█████▍    | 1926/3515 [17:41<08:08,  3.26it/s]
overall:  48%|████▊     | 1927/4000 [17:43<12:35,  2.74it/s]

train:  55%|█████▍    | 1927/3515 [17:41<09:39,  2.74it/s]
overall:  48%|████▊     | 1928/4000 [17:43<11:07,  3.10it/s]

train:  55%|█████▍    | 1928/3515 [17:41<08:31,  3.10it/s]
overall:  48%|████▊     | 1929/4000 [17:44<12:13,  2.82it/s]

train:  55%|█████▍    | 1929/3515 [17:42<09:21,  2.82it/s]
overall:  48%|████▊     | 1930/4000 [17:44<13:43,  2.51it/s]

train:  55%|█████▍    | 1930/3515 [17:42<10:30,  2.51it/s]
overall:  48%|████▊     | 1931/4000 [17:45<14:30,  2.38it/s]

train:  55%|█████▍    | 1931/3515 [17:43<11:06,  2.38it/s]
overall:  48%|████▊     | 1932/4000 [17:45<11:21,  3.03it/s]

train:  55%|█████▍    | 1932/3515 [17:43<08:41,  3.03it/s]
overall:  48%|████▊     | 1933/4000 [17:45<12:53,  2.67it/s]

train:  55%|█████▍    | 1933/3515 [17:43<09:52,  2.67it/s]
overall:  48%|████▊     | 1934/4000 [17:46<13:27,  2.56it/s]

train:  55%|█████▌    | 1934/3515 [17:44<10:17,  2.56it/s]
overall:  48%|████▊     | 1935/4000 [17:46<14:13,  2.42it/s]

train:  55%|█████▌    | 1935/3515 [17:44<10:53,  2.42it/s]
overall:  48%|████▊     | 1936/4000 [17:47<15:02,  2.29it/s]

train:  55%|█████▌    | 1936/3515 [17:45<11:30,  2.29it/s]
overall:  48%|████▊     | 1937/4000 [17:47<15:29,  2.22it/s]

train:  55%|█████▌    | 1937/3515 [17:45<11:50,  2.22it/s]
overall:  48%|████▊     | 1938/4000 [17:47<13:29,  2.55it/s]

train:  55%|█████▌    | 1938/3515 [17:45<10:19,  2.55it/s]
overall:  48%|████▊     | 1939/4000 [17:48<13:41,  2.51it/s]

train:  55%|█████▌    | 1939/3515 [17:46<10:27,  2.51it/s]
overall:  48%|████▊     | 1940/4000 [17:48<15:23,  2.23it/s]

train:  55%|█████▌    | 1940/3515 [17:46<11:46,  2.23it/s]
overall:  49%|████▊     | 1941/4000 [17:49<15:31,  2.21it/s]

train:  55%|█████▌    | 1941/3515 [17:47<11:52,  2.21it/s]
overall:  49%|████▊     | 1942/4000 [17:49<12:41,  2.70it/s]

train:  55%|█████▌    | 1942/3515 [17:47<09:42,  2.70it/s]
overall:  49%|████▊     | 1943/4000 [17:49<13:46,  2.49it/s]

train:  55%|█████▌    | 1943/3515 [17:47<10:31,  2.49it/s]
overall:  49%|████▊     | 1944/4000 [17:50<14:47,  2.32it/s]

train:  55%|█████▌    | 1944/3515 [17:48<11:18,  2.32it/s]
overall:  49%|████▊     | 1945/4000 [17:50<15:25,  2.22it/s]

train:  55%|█████▌    | 1945/3515 [17:48<11:47,  2.22it/s]
overall:  49%|████▊     | 1946/4000 [17:51<15:43,  2.18it/s]

train:  55%|█████▌    | 1946/3515 [17:49<12:01,  2.18it/s]
overall:  49%|████▊     | 1947/4000 [17:51<16:00,  2.14it/s]

train:  55%|█████▌    | 1947/3515 [17:49<12:13,  2.14it/s]
overall:  49%|████▊     | 1948/4000 [17:52<15:43,  2.18it/s]

train:  55%|█████▌    | 1948/3515 [17:50<12:00,  2.18it/s]
overall:  49%|████▊     | 1949/4000 [17:52<15:50,  2.16it/s]

train:  55%|█████▌    | 1949/3515 [17:50<12:05,  2.16it/s]
overall:  49%|████▉     | 1950/4000 [17:53<15:48,  2.16it/s]

train:  55%|█████▌    | 1950/3515 [17:51<12:04,  2.16it/s]
overall:  49%|████▉     | 1951/4000 [17:53<16:23,  2.08it/s]

train:  56%|█████▌    | 1951/3515 [17:51<12:30,  2.08it/s]
overall:  49%|████▉     | 1952/4000 [17:54<16:43,  2.04it/s]

train:  56%|█████▌    | 1952/3515 [17:52<12:45,  2.04it/s]
overall:  49%|████▉     | 1953/4000 [17:54<16:17,  2.09it/s]

train:  56%|█████▌    | 1953/3515 [17:52<12:25,  2.09it/s]
overall:  49%|████▉     | 1954/4000 [17:55<16:33,  2.06it/s]

train:  56%|█████▌    | 1954/3515 [17:53<12:38,  2.06it/s]
overall:  49%|████▉     | 1955/4000 [17:55<16:40,  2.04it/s]

train:  56%|█████▌    | 1955/3515 [17:53<12:43,  2.04it/s]
overall:  49%|████▉     | 1956/4000 [17:56<16:10,  2.11it/s]

train:  56%|█████▌    | 1956/3515 [17:54<12:20,  2.11it/s]
overall:  49%|████▉     | 1957/4000 [17:56<16:07,  2.11it/s]

train:  56%|█████▌    | 1957/3515 [17:54<12:17,  2.11it/s]
overall:  49%|████▉     | 1958/4000 [17:57<15:48,  2.15it/s]

train:  56%|█████▌    | 1958/3515 [17:55<12:02,  2.15it/s]
overall:  49%|████▉     | 1959/4000 [17:57<14:38,  2.32it/s]

train:  56%|█████▌    | 1959/3515 [17:55<11:09,  2.32it/s]
overall:  49%|████▉     | 1960/4000 [17:57<12:32,  2.71it/s]

train:  56%|█████▌    | 1960/3515 [17:55<09:33,  2.71it/s]
overall:  49%|████▉     | 1961/4000 [17:58<13:51,  2.45it/s]

train:  56%|█████▌    | 1961/3515 [17:56<10:33,  2.45it/s]
overall:  49%|████▉     | 1962/4000 [17:58<14:53,  2.28it/s]

train:  56%|█████▌    | 1962/3515 [17:56<11:21,  2.28it/s]
overall:  49%|████▉     | 1963/4000 [17:59<15:17,  2.22it/s]

train:  56%|█████▌    | 1963/3515 [17:57<11:39,  2.22it/s]
overall:  49%|████▉     | 1964/4000 [17:59<19:22,  1.75it/s]

train:  56%|█████▌    | 1964/3515 [17:58<14:45,  1.75it/s]
overall:  49%|████▉     | 1965/4000 [18:00<17:51,  1.90it/s]

train:  56%|█████▌    | 1965/3515 [17:58<13:35,  1.90it/s]
overall:  49%|████▉     | 1966/4000 [18:00<17:15,  1.96it/s]

train:  56%|█████▌    | 1966/3515 [17:58<13:08,  1.96it/s]
overall:  49%|████▉     | 1967/4000 [18:01<17:07,  1.98it/s]

train:  56%|█████▌    | 1967/3515 [17:59<13:02,  1.98it/s]
overall:  49%|████▉     | 1968/4000 [18:01<16:55,  2.00it/s]

train:  56%|█████▌    | 1968/3515 [17:59<12:53,  2.00it/s]
overall:  49%|████▉     | 1969/4000 [18:02<16:49,  2.01it/s]

train:  56%|█████▌    | 1969/3515 [18:00<12:48,  2.01it/s]
overall:  49%|████▉     | 1970/4000 [18:02<16:43,  2.02it/s]

train:  56%|█████▌    | 1970/3515 [18:00<12:43,  2.02it/s]
overall:  49%|████▉     | 1971/4000 [18:03<16:29,  2.05it/s]

train:  56%|█████▌    | 1971/3515 [18:01<12:33,  2.05it/s]
overall:  49%|████▉     | 1972/4000 [18:03<15:38,  2.16it/s]

train:  56%|█████▌    | 1972/3515 [18:01<11:54,  2.16it/s]
overall:  49%|████▉     | 1973/4000 [18:04<15:00,  2.25it/s]

train:  56%|█████▌    | 1973/3515 [18:02<11:24,  2.25it/s]
overall:  49%|████▉     | 1974/4000 [18:04<15:30,  2.18it/s]

train:  56%|█████▌    | 1974/3515 [18:02<11:47,  2.18it/s]
overall:  49%|████▉     | 1975/4000 [18:05<15:52,  2.13it/s]

train:  56%|█████▌    | 1975/3515 [18:03<12:04,  2.13it/s]
overall:  49%|████▉     | 1976/4000 [18:05<16:06,  2.09it/s]

train:  56%|█████▌    | 1976/3515 [18:03<12:15,  2.09it/s]
overall:  49%|████▉     | 1977/4000 [18:05<12:52,  2.62it/s]

train:  56%|█████▌    | 1977/3515 [18:03<09:47,  2.62it/s]
overall:  49%|████▉     | 1978/4000 [18:06<13:56,  2.42it/s]

train:  56%|█████▋    | 1978/3515 [18:04<10:36,  2.42it/s]
overall:  49%|████▉     | 1979/4000 [18:06<14:44,  2.28it/s]

train:  56%|█████▋    | 1979/3515 [18:04<11:12,  2.28it/s]
overall:  50%|████▉     | 1980/4000 [18:07<15:10,  2.22it/s]

train:  56%|█████▋    | 1980/3515 [18:05<11:32,  2.22it/s]
overall:  50%|████▉     | 1981/4000 [18:07<11:44,  2.86it/s]

train:  56%|█████▋    | 1981/3515 [18:05<08:55,  2.86it/s]
overall:  50%|████▉     | 1982/4000 [18:07<13:21,  2.52it/s]

train:  56%|█████▋    | 1982/3515 [18:05<10:08,  2.52it/s]
overall:  50%|████▉     | 1983/4000 [18:08<13:36,  2.47it/s]

train:  56%|█████▋    | 1983/3515 [18:06<10:20,  2.47it/s]
overall:  50%|████▉     | 1984/4000 [18:08<14:15,  2.36it/s]

train:  56%|█████▋    | 1984/3515 [18:06<10:49,  2.36it/s]
overall:  50%|████▉     | 1985/4000 [18:09<15:04,  2.23it/s]

train:  56%|█████▋    | 1985/3515 [18:07<11:26,  2.23it/s]
overall:  50%|████▉     | 1986/4000 [18:09<12:44,  2.64it/s]

train:  57%|█████▋    | 1986/3515 [18:07<09:40,  2.64it/s]
overall:  50%|████▉     | 1987/4000 [18:09<13:35,  2.47it/s]

train:  57%|█████▋    | 1987/3515 [18:07<10:18,  2.47it/s]
overall:  50%|████▉     | 1988/4000 [18:10<18:38,  1.80it/s]

train:  57%|█████▋    | 1988/3515 [18:08<14:08,  1.80it/s]
overall:  50%|████▉     | 1989/4000 [18:11<17:54,  1.87it/s]

train:  57%|█████▋    | 1989/3515 [18:09<13:35,  1.87it/s]
overall:  50%|████▉     | 1990/4000 [18:11<17:35,  1.90it/s]

train:  57%|█████▋    | 1990/3515 [18:09<13:20,  1.90it/s]
overall:  50%|████▉     | 1991/4000 [18:12<17:18,  1.93it/s]

train:  57%|█████▋    | 1991/3515 [18:10<13:07,  1.93it/s]
overall:  50%|████▉     | 1992/4000 [18:12<16:50,  1.99it/s]

train:  57%|█████▋    | 1992/3515 [18:10<12:46,  1.99it/s]
overall:  50%|████▉     | 1993/4000 [18:13<16:49,  1.99it/s]

train:  57%|█████▋    | 1993/3515 [18:11<12:45,  1.99it/s]
overall:  50%|████▉     | 1994/4000 [18:13<16:49,  1.99it/s]

train:  57%|█████▋    | 1994/3515 [18:11<12:45,  1.99it/s]
overall:  50%|████▉     | 1995/4000 [18:14<16:38,  2.01it/s]

train:  57%|█████▋    | 1995/3515 [18:12<12:36,  2.01it/s]
overall:  50%|████▉     | 1996/4000 [18:14<16:00,  2.09it/s]

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overall:  50%|████▉     | 1997/4000 [18:15<15:52,  2.10it/s]

train:  57%|█████▋    | 1997/3515 [18:13<12:02,  2.10it/s]
overall:  50%|████▉     | 1998/4000 [18:15<16:00,  2.08it/s]

train:  57%|█████▋    | 1998/3515 [18:13<12:07,  2.08it/s]
overall:  50%|████▉     | 1999/4000 [18:16<16:14,  2.05it/s]

train:  57%|█████▋    | 1999/3515 [18:14<12:18,  2.05it/s]dev loss: 4.213931083679199
dev per: 0.9246253902185224
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 4.0388007164001465
train per: 0.9061339198435973
train loss: 4.22222900390625
train per: 0.9048306890835899
train loss: 3.984809160232544
train per: 0.8918066506684951
train loss: 4.078881740570068
train per: 0.9059945167584657
train loss: 4.077453136444092
train per: 0.8982446453631491
train loss: 4.1029205322265625
train per: 0.9025345622119816
train loss: 4.004158973693848
train per: 0.8961741788389748
train loss: 3.965161085128784
train per: 0.8988671318178408
train loss: 4.075629234313965
train per: 0.8818262150220914
train loss: 4.010693073272705
train per: 0.8971302531853486
train loss: 4.062308311462402
train per: 0.8992355162567929
train loss: 3.975720167160034
train per: 0.8925296521479119
train loss: 4.017233848571777
train per: 0.9000336238781264
train loss: 4.267369270324707
train per: 0.8956819913639827
train loss: 4.040114402770996
train per: 0.90165128703254
train loss: 4.000250816345215
train per: 0.9018090503766719
train loss: 4.1290082931518555
train per: 0.890354173232164
train loss: 4.018633842468262
train per: 0.8943316512146462
train loss: 4.014840602874756
train per: 0.9058086730874794
train loss: 3.934155225753784
train per: 0.8957834152607267
train loss: 4.100919246673584
train per: 0.8970849306609721
train loss: 4.024847030639648
train per: 0.8926024507834471
train loss: 4.042893886566162
train per: 0.9005927952576379
train loss: 4.006318092346191
train per: 0.9019356642053528
train loss: 4.032498359680176
train per: 0.901977379395245
train loss: 4.044081687927246
train per: 0.8938276191487103
train loss: 4.197638034820557
train per: 0.9066400129666649
train loss: 3.9768505096435547
train per: 0.8924043243748103
train loss: 4.18097448348999
train per: 0.9085414160382618
train loss: 3.9841415882110596
train per: 0.8989166296183635
train loss: 3.945671796798706
train per: 0.8976265585098393
train loss: 4.109386920928955
train per: 0.8928742101630117
train loss: 4.124018669128418
train per: 0.8879757785467128
train loss: 4.11795711517334
train per: 0.9062900241924008
train loss: 4.14447021484375
train per: 0.8847656729989433
train loss: 4.1039581298828125
train per: 0.8860068097985434
train loss: 3.9614758491516113
train per: 0.8820484945880795
train loss: 4.0443549156188965
train per: 0.9034259924094779
train loss: 4.047411918640137
train per: 0.8847213953385813
train loss: 4.050846099853516
train per: 0.8863062388925265
train loss: 4.056614875793457
train per: 0.8955628982770828
train loss: 3.945861339569092
train per: 0.8962819870740025
train loss: 3.951442003250122
train per: 0.8949149503596961
train loss: 3.990758180618286
train per: 0.8996547417909352
train loss: 4.045785903930664
train per: 0.8899811603304189
train loss: 4.111649513244629
train per: 0.8959087113832452
train loss: 4.313231468200684
train per: 0.9073937607467453
train loss: 4.157663345336914
train per: 0.8982719976863567
train loss: 4.007691860198975
train per: 0.8879569696417176
train loss: 4.184622287750244
train per: 0.9068187453508555
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  20%|██        | 552/2703 [00:00<00:00, 5514.26it/s]


word -> phonemes:  41%|████      | 1104/2703 [00:00<00:00, 5481.74it/s]


word -> phonemes:  61%|██████    | 1653/2703 [00:00<00:00, 5311.70it/s]


word -> phonemes:  81%|████████  | 2185/2703 [00:00<00:00, 5247.79it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 5178.89it/s]



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train:  57%|█████▋    | 2010/3515 [21:20<50:37,  2.02s/it]  
overall:  50%|█████     | 2011/4000 [21:23<51:51,  1.56s/it]  

train:  57%|█████▋    | 2011/3515 [21:21<39:12,  1.56s/it]
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overall:  74%|███████▍  | 2956/4000 [28:32<08:30,  2.04it/s]

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overall:  74%|███████▍  | 2957/4000 [28:33<08:27,  2.06it/s]

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overall:  74%|███████▍  | 2958/4000 [28:33<08:30,  2.04it/s]

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overall:  74%|███████▍  | 2959/4000 [28:34<08:34,  2.02it/s]

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overall:  74%|███████▍  | 2960/4000 [28:34<06:56,  2.50it/s]

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overall:  74%|███████▍  | 2961/4000 [28:34<06:54,  2.51it/s]

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overall:  74%|███████▍  | 2962/4000 [28:35<07:58,  2.17it/s]

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overall:  74%|███████▍  | 2963/4000 [28:35<07:59,  2.16it/s]

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overall:  74%|███████▍  | 2964/4000 [28:36<08:05,  2.13it/s]

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overall:  74%|███████▍  | 2965/4000 [28:36<08:14,  2.09it/s]

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overall:  74%|███████▍  | 2966/4000 [28:37<08:15,  2.09it/s]

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overall:  74%|███████▍  | 2968/4000 [28:38<08:16,  2.08it/s]

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overall:  74%|███████▍  | 2969/4000 [28:38<06:55,  2.48it/s]

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overall:  74%|███████▍  | 2970/4000 [28:38<07:17,  2.36it/s]

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overall:  74%|███████▍  | 2972/4000 [28:39<06:17,  2.72it/s]

train:  85%|████████▍ | 2972/3515 [28:37<03:19,  2.72it/s]
overall:  74%|███████▍  | 2973/4000 [28:40<06:52,  2.49it/s]

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overall:  74%|███████▍  | 2974/4000 [28:40<06:12,  2.75it/s]

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overall:  74%|███████▍  | 2975/4000 [28:40<06:53,  2.48it/s]

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overall:  74%|███████▍  | 2976/4000 [28:41<06:55,  2.47it/s]

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overall:  74%|███████▍  | 2977/4000 [28:41<08:13,  2.07it/s]

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overall:  74%|███████▍  | 2978/4000 [28:42<08:17,  2.06it/s]

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overall:  74%|███████▍  | 2979/4000 [28:42<08:22,  2.03it/s]

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overall:  74%|███████▍  | 2980/4000 [28:43<08:29,  2.00it/s]

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overall:  75%|███████▍  | 2981/4000 [28:43<08:24,  2.02it/s]

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overall:  75%|███████▍  | 2982/4000 [28:44<08:29,  2.00it/s]

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overall:  75%|███████▍  | 2983/4000 [28:44<08:30,  1.99it/s]

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overall:  75%|███████▍  | 2984/4000 [28:45<08:32,  1.98it/s]

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overall:  75%|███████▍  | 2985/4000 [28:45<08:25,  2.01it/s]

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overall:  75%|███████▍  | 2986/4000 [28:46<09:18,  1.82it/s]

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overall:  75%|███████▍  | 2987/4000 [28:47<08:55,  1.89it/s]

train:  85%|████████▍ | 2987/3515 [28:45<04:39,  1.89it/s]
overall:  75%|███████▍  | 2988/4000 [28:47<08:36,  1.96it/s]

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overall:  75%|███████▍  | 2989/4000 [28:47<08:30,  1.98it/s]

train:  85%|████████▌ | 2989/3515 [28:46<04:25,  1.98it/s]
overall:  75%|███████▍  | 2990/4000 [28:48<08:26,  1.99it/s]

train:  85%|████████▌ | 2990/3515 [28:46<04:23,  1.99it/s]
overall:  75%|███████▍  | 2991/4000 [28:48<07:02,  2.39it/s]

train:  85%|████████▌ | 2991/3515 [28:46<03:39,  2.39it/s]
overall:  75%|███████▍  | 2992/4000 [28:49<07:19,  2.29it/s]

train:  85%|████████▌ | 2992/3515 [28:47<03:48,  2.29it/s]
overall:  75%|███████▍  | 2993/4000 [28:49<06:54,  2.43it/s]

train:  85%|████████▌ | 2993/3515 [28:47<03:34,  2.43it/s]
overall:  75%|███████▍  | 2994/4000 [28:49<07:02,  2.38it/s]

train:  85%|████████▌ | 2994/3515 [28:48<03:38,  2.38it/s]
overall:  75%|███████▍  | 2995/4000 [28:50<07:21,  2.28it/s]

train:  85%|████████▌ | 2995/3515 [28:48<03:48,  2.28it/s]
overall:  75%|███████▍  | 2996/4000 [28:50<07:34,  2.21it/s]

train:  85%|████████▌ | 2996/3515 [28:49<03:54,  2.21it/s]
overall:  75%|███████▍  | 2997/4000 [28:51<06:08,  2.72it/s]

train:  85%|████████▌ | 2997/3515 [28:49<03:10,  2.72it/s]
overall:  75%|███████▍  | 2998/4000 [28:51<05:29,  3.04it/s]

train:  85%|████████▌ | 2998/3515 [28:49<02:49,  3.04it/s]
overall:  75%|███████▍  | 2999/4000 [28:51<06:12,  2.68it/s]

train:  85%|████████▌ | 2999/3515 [28:49<03:12,  2.68it/s]dev loss: 4.155148983001709
dev per: 0.923522372528616
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
train loss: 3.937570571899414
train per: 0.8998215237697889
train loss: 3.9609177112579346
train per: 0.8890345561134885
train loss: 4.055710315704346
train per: 0.8996843121396332
train loss: 4.221039295196533
train per: 0.9116263232836006
train loss: 4.028836250305176
train per: 0.8914683837215152
train loss: 4.099086284637451
train per: 0.8792953123397271
train loss: 4.218566417694092
train per: 0.8941854086670323
train loss: 4.095776557922363
train per: 0.8983237980527954
train loss: 3.9322433471679688
train per: 0.8997843039654886
train loss: 3.9824090003967285
train per: 0.8946993340377952
train loss: 4.105212688446045
train per: 0.8934316523144524
train loss: 4.106832981109619
train per: 0.8938267062626475
train loss: 3.9786744117736816
train per: 0.8937052306700141
train loss: 4.078016757965088
train per: 0.8972540277637046
train loss: 4.2537689208984375
train per: 0.9032714219672042
train loss: 4.137831211090088
train per: 0.8902380699330429
train loss: 4.045472145080566
train per: 0.8844339027528955
train loss: 3.9984943866729736
train per: 0.8922077614204774
train loss: 4.008190631866455
train per: 0.8878257926210087
train loss: 4.181209564208984
train per: 0.8893463577406421
train loss: 3.976444959640503
train per: 0.8865274395493568
train loss: 4.006981372833252
train per: 0.8878396506825894
train loss: 3.958155870437622
train per: 0.8899860855514161
train loss: 3.9588119983673096
train per: 0.8993958434026099
train loss: 3.9493823051452637
train per: 0.9001692928766767
train loss: 4.216310977935791
train per: 0.8865522826196983
train loss: 4.131641387939453
train per: 0.8986742209631728
train loss: 4.12496280670166
train per: 0.8951083688462443
train loss: 3.9694132804870605
train per: 0.8865364138375059
train loss: 4.085294723510742
train per: 0.8990057696270348
train loss: 3.9499080181121826
train per: 0.8893894460416997
train loss: 3.992159366607666
train per: 0.8897547948531197
train loss: 3.968003511428833
train per: 0.8970023783172817
train loss: 3.9278366565704346
train per: 0.9045656742078978
train loss: 3.9706790447235107
train per: 0.8996182916656134
train loss: 4.025776386260986
train per: 0.9007460017372643
train loss: 4.128322601318359
train per: 0.8987332321246361
train loss: 4.007445812225342
train per: 0.9021791302678315
train loss: 4.078505516052246
train per: 0.9062327633756205
train loss: 3.9443747997283936
train per: 0.8938577177131577
train loss: 3.9721202850341797
train per: 0.8836253719359561
train loss: 4.091010093688965
train per: 0.9019426456984274
train loss: 3.9965057373046875
train per: 0.9017394623480015
train loss: 4.106840133666992
train per: 0.8984553630404959
train loss: 4.0851922035217285
train per: 0.8869145863420672
train loss: 4.044651985168457
train per: 0.8907603222557905
train loss: 4.052803039550781
train per: 0.9013944470681813
train loss: 4.106759071350098
train per: 0.8915785388570874
train loss: 3.9699149131774902
train per: 0.8781914099437615
train loss: 3.946369171142578
train per: 0.8993472417765263
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  17%|█▋        | 448/2703 [00:00<00:00, 4470.89it/s]


word -> phonemes:  33%|███▎      | 905/2703 [00:00<00:00, 4528.01it/s]


word -> phonemes:  51%|█████     | 1379/2703 [00:00<00:00, 4604.82it/s]


word -> phonemes:  69%|██████▉   | 1860/2703 [00:00<00:00, 4661.95it/s]


word -> phonemes:  88%|████████▊ | 2388/2703 [00:00<00:00, 4819.66it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 4803.26it/s]



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overall:  77%|███████▋  | 3087/4000 [32:31<06:34,  2.32it/s]

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overall:  77%|███████▋  | 3091/4000 [32:32<06:08,  2.47it/s]

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train:  99%|█████████▉| 3493/3515 [35:33<00:07,  2.84it/s]
overall:  87%|████████▋ | 3494/4000 [35:35<03:15,  2.58it/s]

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overall:  87%|████████▋ | 3495/4000 [35:35<02:44,  3.07it/s]

train:  99%|█████████▉| 3495/3515 [35:33<00:06,  3.07it/s]
overall:  87%|████████▋ | 3496/4000 [35:36<03:09,  2.66it/s]

train:  99%|█████████▉| 3496/3515 [35:34<00:07,  2.67it/s]
overall:  87%|████████▋ | 3497/4000 [35:36<03:24,  2.45it/s]

train:  99%|█████████▉| 3497/3515 [35:34<00:07,  2.45it/s]
overall:  87%|████████▋ | 3498/4000 [35:37<03:20,  2.50it/s]

train: 100%|█████████▉| 3498/3515 [35:35<00:06,  2.50it/s]
overall:  87%|████████▋ | 3499/4000 [35:37<03:29,  2.39it/s]

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overall:  88%|████████▊ | 3500/4000 [35:37<03:39,  2.28it/s]

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overall:  88%|████████▊ | 3508/4000 [35:41<04:05,  2.01it/s]

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overall:  88%|████████▊ | 3509/4000 [35:42<03:56,  2.08it/s]

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overall:  88%|████████▊ | 3510/4000 [35:42<03:56,  2.07it/s]

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overall:  88%|████████▊ | 3511/4000 [35:43<03:37,  2.24it/s]

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overall:  88%|████████▊ | 3512/4000 [35:43<03:45,  2.17it/s]

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overall:  88%|████████▊ | 3513/4000 [35:44<03:50,  2.11it/s]

train: 100%|█████████▉| 3513/3515 [35:42<00:00,  2.11it/s]
overall:  88%|████████▊ | 3514/4000 [35:44<03:52,  2.09it/s]

train: 100%|█████████▉| 3514/3515 [35:42<00:00,  2.09it/s]
overall:  88%|████████▊ | 3515/4000 [35:45<03:54,  2.07it/s]

train: 100%|██████████| 3515/3515 [35:43<00:00,  2.07it/s]403-128339-0009 Failed!!!
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/home/victor/glockenspiel/s3prl/data/LibriSpeech/train-clean-100/403/128339/403-128339-0009.flac WTF Failed!!!
403-128339-0009 Failed!!!

train: 100%|██████████| 3515/3515 [35:43<00:00,  1.64it/s]
dev loss: 4.309263706207275
dev per: 0.9417429760665973
train loss: 4.09670352935791
train per: 0.8948260416918868
train loss: 3.9671013355255127
train per: 0.8928924613941223
train loss: 4.071737289428711
train per: 0.8991438989589389
train loss: 4.110222816467285
train per: 0.894071696892803
train loss: 4.011155128479004
train per: 0.890637371338084
train loss: 3.919437885284424
train per: 0.8931155474894132
train loss: 3.9228768348693848
train per: 0.8953328583061889
train loss: 4.053133010864258
train per: 0.8856435896127749
train loss: 4.104645729064941
train per: 0.8970740103270224
train loss: 4.019337177276611
train per: 0.8882970561802679
train loss: 4.004866600036621
train per: 0.894496140425082
train loss: 4.014314651489258
train per: 0.8961428823692641
train loss: 4.042181968688965
train per: 0.882008466603951
train loss: 3.9385032653808594
train per: 0.9061546219379495
train loss: 4.201512336730957
train per: 0.8902445211038961
train loss: 4.038180351257324
train per: 0.8954998245282509
train loss: 3.972266674041748
train per: 0.892374019000413
train loss: 3.936056137084961
train per: 0.8912502615853233
train loss: 3.956805467605591
train per: 0.8991446899501069
train loss: 3.941007614135742
train per: 0.8918787822792996
train loss: 3.9211478233337402
train per: 0.9013540551858917
train loss: 4.0611443519592285
train per: 0.8995552792654935
train loss: 3.925530195236206
train per: 0.8939499891490439
train loss: 3.923002243041992
train per: 0.8952452105235071
train loss: 4.045835971832275
train per: 0.8906799531066822
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


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

word -> phonemes:  10%|▉         | 348/3515 [00:00<00:00, 3478.71it/s]

word -> phonemes:  23%|██▎       | 797/3515 [00:00<00:00, 4070.10it/s]

word -> phonemes:  36%|███▌      | 1263/3515 [00:00<00:00, 4336.01it/s]

word -> phonemes:  48%|████▊     | 1701/3515 [00:00<00:00, 4352.94it/s]

word -> phonemes:  62%|██████▏   | 2166/3515 [00:00<00:00, 4412.94it/s]

word -> phonemes:  74%|███████▍  | 2608/3515 [00:00<00:00, 4304.39it/s]

word -> phonemes:  88%|████████▊ | 3076/3515 [00:00<00:00, 4422.21it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:00<00:00, 4309.56it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [35:49<12:26,  1.54s/it]

train:   0%|          | 1/3515 [00:01<1:46:10,  1.81s/it]
overall:  88%|████████▊ | 3517/4000 [35:49<09:07,  1.13s/it]

train:   0%|          | 2/3515 [00:01<49:57,  1.17it/s]  
overall:  88%|████████▊ | 3518/4000 [35:49<07:23,  1.09it/s]

train:   0%|          | 3/3515 [00:02<38:25,  1.52it/s]
overall:  88%|████████▊ | 3519/4000 [35:50<06:24,  1.25it/s]

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overall:  88%|████████▊ | 3520/4000 [35:50<05:24,  1.48it/s]

train:   0%|          | 5/3515 [00:03<30:40,  1.91it/s]
overall:  88%|████████▊ | 3521/4000 [35:51<04:39,  1.71it/s]

train:   0%|          | 6/3515 [00:03<27:31,  2.12it/s]
overall:  88%|████████▊ | 3522/4000 [35:51<03:40,  2.17it/s]

train:   0%|          | 7/3515 [00:03<21:50,  2.68it/s]
overall:  88%|████████▊ | 3523/4000 [35:51<03:47,  2.10it/s]

train:   0%|          | 8/3515 [00:04<24:28,  2.39it/s]
overall:  88%|████████▊ | 3524/4000 [35:52<03:51,  2.06it/s]

train:   0%|          | 9/3515 [00:04<26:07,  2.24it/s]
overall:  88%|████████▊ | 3525/4000 [35:52<03:32,  2.23it/s]

train:   0%|          | 10/3515 [00:05<24:29,  2.39it/s]
overall:  88%|████████▊ | 3526/4000 [35:52<02:53,  2.73it/s]

train:   0%|          | 11/3515 [00:05<20:07,  2.90it/s]
overall:  88%|████████▊ | 3527/4000 [35:53<03:14,  2.44it/s]

train:   0%|          | 12/3515 [00:05<23:07,  2.52it/s]
overall:  88%|████████▊ | 3528/4000 [35:53<03:17,  2.39it/s]

train:   0%|          | 13/3515 [00:06<23:47,  2.45it/s]
overall:  88%|████████▊ | 3529/4000 [35:54<03:28,  2.25it/s]

train:   0%|          | 14/3515 [00:06<25:29,  2.29it/s]
overall:  88%|████████▊ | 3530/4000 [35:54<03:21,  2.33it/s]

train:   0%|          | 15/3515 [00:07<24:43,  2.36it/s]
overall:  88%|████████▊ | 3531/4000 [35:55<03:27,  2.26it/s]

train:   0%|          | 16/3515 [00:07<25:34,  2.28it/s]
overall:  88%|████████▊ | 3532/4000 [35:55<03:33,  2.19it/s]

train:   0%|          | 17/3515 [00:08<26:28,  2.20it/s]
overall:  88%|████████▊ | 3533/4000 [35:56<03:26,  2.26it/s]

train:   1%|          | 18/3515 [00:08<25:38,  2.27it/s]
overall:  88%|████████▊ | 3534/4000 [35:56<03:33,  2.18it/s]

train:   1%|          | 19/3515 [00:09<26:39,  2.19it/s]
overall:  88%|████████▊ | 3535/4000 [35:56<03:37,  2.14it/s]

train:   1%|          | 20/3515 [00:09<27:10,  2.14it/s]
overall:  88%|████████▊ | 3536/4000 [35:57<03:36,  2.14it/s]

train:   1%|          | 21/3515 [00:10<27:10,  2.14it/s]
overall:  88%|████████▊ | 3537/4000 [35:57<02:55,  2.64it/s]

train:   1%|          | 22/3515 [00:10<22:01,  2.64it/s]
overall:  88%|████████▊ | 3538/4000 [35:58<03:08,  2.46it/s]

train:   1%|          | 23/3515 [00:10<23:40,  2.46it/s]
overall:  88%|████████▊ | 3539/4000 [35:58<03:23,  2.26it/s]

train:   1%|          | 24/3515 [00:11<25:41,  2.26it/s]
overall:  88%|████████▊ | 3540/4000 [35:59<03:47,  2.02it/s]

train:   1%|          | 25/3515 [00:11<28:44,  2.02it/s]
overall:  89%|████████▊ | 3541/4000 [35:59<03:48,  2.01it/s]

train:   1%|          | 26/3515 [00:12<28:54,  2.01it/s]
overall:  89%|████████▊ | 3542/4000 [36:00<03:43,  2.05it/s]

train:   1%|          | 27/3515 [00:12<28:24,  2.05it/s]
overall:  89%|████████▊ | 3543/4000 [36:00<03:03,  2.49it/s]

train:   1%|          | 28/3515 [00:13<23:22,  2.49it/s]
overall:  89%|████████▊ | 3544/4000 [36:00<03:14,  2.35it/s]

train:   1%|          | 29/3515 [00:13<24:46,  2.35it/s]
overall:  89%|████████▊ | 3545/4000 [36:01<02:39,  2.86it/s]

train:   1%|          | 30/3515 [00:13<20:20,  2.86it/s]
overall:  89%|████████▊ | 3546/4000 [36:01<03:00,  2.52it/s]

train:   1%|          | 31/3515 [00:14<23:05,  2.52it/s]
overall:  89%|████████▊ | 3547/4000 [36:02<03:14,  2.32it/s]

train:   1%|          | 32/3515 [00:14<24:58,  2.32it/s]
overall:  89%|████████▊ | 3548/4000 [36:02<03:22,  2.23it/s]

train:   1%|          | 33/3515 [00:15<25:59,  2.23it/s]
overall:  89%|████████▊ | 3549/4000 [36:03<03:28,  2.16it/s]

train:   1%|          | 34/3515 [00:15<26:49,  2.16it/s]
overall:  89%|████████▉ | 3550/4000 [36:03<03:21,  2.23it/s]

train:   1%|          | 35/3515 [00:16<25:57,  2.23it/s]
overall:  89%|████████▉ | 3551/4000 [36:04<03:31,  2.13it/s]

train:   1%|          | 36/3515 [00:16<27:15,  2.13it/s]
overall:  89%|████████▉ | 3552/4000 [36:04<03:45,  1.99it/s]

train:   1%|          | 37/3515 [00:17<29:11,  1.99it/s]
overall:  89%|████████▉ | 3553/4000 [36:05<03:43,  2.00it/s]

train:   1%|          | 38/3515 [00:17<28:57,  2.00it/s]
overall:  89%|████████▉ | 3554/4000 [36:05<03:42,  2.01it/s]

train:   1%|          | 39/3515 [00:18<28:51,  2.01it/s]
overall:  89%|████████▉ | 3555/4000 [36:05<03:00,  2.47it/s]

train:   1%|          | 40/3515 [00:18<23:27,  2.47it/s]
overall:  89%|████████▉ | 3556/4000 [36:06<03:08,  2.35it/s]

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overall:  89%|████████▉ | 3557/4000 [36:06<03:15,  2.26it/s]

train:   1%|          | 42/3515 [00:19<25:34,  2.26it/s]
overall:  89%|████████▉ | 3558/4000 [36:07<03:19,  2.21it/s]

train:   1%|          | 43/3515 [00:19<26:08,  2.21it/s]
overall:  89%|████████▉ | 3559/4000 [36:07<02:52,  2.56it/s]

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overall:  89%|████████▉ | 3560/4000 [36:07<03:07,  2.35it/s]

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overall:  89%|████████▉ | 3561/4000 [36:08<03:16,  2.24it/s]

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overall:  89%|████████▉ | 3562/4000 [36:08<03:22,  2.16it/s]

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overall:  89%|████████▉ | 3563/4000 [36:09<02:59,  2.44it/s]

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overall:  89%|████████▉ | 3564/4000 [36:09<03:30,  2.07it/s]

train:   1%|▏         | 49/3515 [00:22<27:57,  2.07it/s]
overall:  89%|████████▉ | 3565/4000 [36:10<02:58,  2.44it/s]

train:   1%|▏         | 50/3515 [00:22<23:39,  2.44it/s]
overall:  89%|████████▉ | 3566/4000 [36:10<03:07,  2.31it/s]

train:   1%|▏         | 51/3515 [00:23<24:58,  2.31it/s]
overall:  89%|████████▉ | 3567/4000 [36:11<03:09,  2.28it/s]

train:   1%|▏         | 52/3515 [00:23<25:16,  2.28it/s]
overall:  89%|████████▉ | 3568/4000 [36:11<02:34,  2.80it/s]

train:   2%|▏         | 53/3515 [00:23<20:37,  2.80it/s]
overall:  89%|████████▉ | 3569/4000 [36:11<02:48,  2.55it/s]

train:   2%|▏         | 54/3515 [00:24<22:36,  2.55it/s]
overall:  89%|████████▉ | 3570/4000 [36:12<02:59,  2.40it/s]

train:   2%|▏         | 55/3515 [00:24<24:01,  2.40it/s]
overall:  89%|████████▉ | 3571/4000 [36:12<03:08,  2.27it/s]

train:   2%|▏         | 56/3515 [00:25<25:20,  2.27it/s]
overall:  89%|████████▉ | 3572/4000 [36:13<03:15,  2.19it/s]

train:   2%|▏         | 57/3515 [00:25<26:20,  2.19it/s]
overall:  89%|████████▉ | 3573/4000 [36:13<03:17,  2.16it/s]

train:   2%|▏         | 58/3515 [00:26<26:38,  2.16it/s]
overall:  89%|████████▉ | 3574/4000 [36:14<03:20,  2.12it/s]

train:   2%|▏         | 59/3515 [00:26<27:10,  2.12it/s]
overall:  89%|████████▉ | 3575/4000 [36:14<03:21,  2.11it/s]

train:   2%|▏         | 60/3515 [00:27<27:18,  2.11it/s]
overall:  89%|████████▉ | 3576/4000 [36:15<03:39,  1.93it/s]

train:   2%|▏         | 61/3515 [00:27<29:45,  1.93it/s]
overall:  89%|████████▉ | 3577/4000 [36:15<03:28,  2.02it/s]

train:   2%|▏         | 62/3515 [00:28<28:25,  2.02it/s]
overall:  89%|████████▉ | 3578/4000 [36:16<03:27,  2.04it/s]

train:   2%|▏         | 63/3515 [00:28<28:15,  2.04it/s]
overall:  89%|████████▉ | 3579/4000 [36:16<03:30,  2.00it/s]

train:   2%|▏         | 64/3515 [00:29<28:45,  2.00it/s]
overall:  90%|████████▉ | 3580/4000 [36:17<03:30,  2.00it/s]

train:   2%|▏         | 65/3515 [00:29<28:49,  1.99it/s]
overall:  90%|████████▉ | 3581/4000 [36:17<03:29,  2.00it/s]

train:   2%|▏         | 66/3515 [00:30<28:41,  2.00it/s]
overall:  90%|████████▉ | 3582/4000 [36:18<03:29,  1.99it/s]

train:   2%|▏         | 67/3515 [00:30<28:51,  1.99it/s]
overall:  90%|████████▉ | 3583/4000 [36:18<03:25,  2.03it/s]

train:   2%|▏         | 68/3515 [00:31<28:14,  2.03it/s]
overall:  90%|████████▉ | 3584/4000 [36:18<02:51,  2.43it/s]

train:   2%|▏         | 69/3515 [00:31<23:38,  2.43it/s]
overall:  90%|████████▉ | 3585/4000 [36:18<02:12,  3.13it/s]

train:   2%|▏         | 70/3515 [00:31<18:19,  3.13it/s]
overall:  90%|████████▉ | 3586/4000 [36:19<02:33,  2.70it/s]

train:   2%|▏         | 71/3515 [00:32<21:15,  2.70it/s]
overall:  90%|████████▉ | 3587/4000 [36:19<02:49,  2.44it/s]

train:   2%|▏         | 72/3515 [00:32<23:29,  2.44it/s]
overall:  90%|████████▉ | 3588/4000 [36:20<03:20,  2.05it/s]

train:   2%|▏         | 73/3515 [00:33<27:58,  2.05it/s]
overall:  90%|████████▉ | 3589/4000 [36:21<03:23,  2.02it/s]

train:   2%|▏         | 74/3515 [00:33<28:20,  2.02it/s]
overall:  90%|████████▉ | 3590/4000 [36:21<03:22,  2.02it/s]

train:   2%|▏         | 75/3515 [00:34<28:20,  2.02it/s]
overall:  90%|████████▉ | 3591/4000 [36:22<03:12,  2.12it/s]

train:   2%|▏         | 76/3515 [00:34<27:02,  2.12it/s]
overall:  90%|████████▉ | 3592/4000 [36:22<03:03,  2.22it/s]

train:   2%|▏         | 77/3515 [00:35<25:46,  2.22it/s]
overall:  90%|████████▉ | 3593/4000 [36:22<03:09,  2.15it/s]

train:   2%|▏         | 78/3515 [00:35<26:40,  2.15it/s]
overall:  90%|████████▉ | 3594/4000 [36:23<03:09,  2.15it/s]

train:   2%|▏         | 79/3515 [00:36<26:40,  2.15it/s]
overall:  90%|████████▉ | 3595/4000 [36:23<02:55,  2.31it/s]

train:   2%|▏         | 80/3515 [00:36<24:48,  2.31it/s]
overall:  90%|████████▉ | 3596/4000 [36:24<02:54,  2.32it/s]

train:   2%|▏         | 81/3515 [00:36<24:39,  2.32it/s]
overall:  90%|████████▉ | 3597/4000 [36:24<03:02,  2.20it/s]

train:   2%|▏         | 82/3515 [00:37<25:57,  2.20it/s]
overall:  90%|████████▉ | 3598/4000 [36:25<03:01,  2.22it/s]

train:   2%|▏         | 83/3515 [00:37<25:46,  2.22it/s]
overall:  90%|████████▉ | 3599/4000 [36:25<02:53,  2.31it/s]

train:   2%|▏         | 84/3515 [00:38<24:43,  2.31it/s]
overall:  90%|█████████ | 3600/4000 [36:26<03:22,  1.98it/s]

train:   2%|▏         | 85/3515 [00:38<28:55,  1.98it/s]
overall:  90%|█████████ | 3601/4000 [36:26<03:21,  1.98it/s]

train:   2%|▏         | 86/3515 [00:39<28:49,  1.98it/s]
overall:  90%|█████████ | 3602/4000 [36:27<03:12,  2.06it/s]

train:   2%|▏         | 87/3515 [00:39<27:42,  2.06it/s]
overall:  90%|█████████ | 3603/4000 [36:27<03:15,  2.03it/s]

train:   3%|▎         | 88/3515 [00:40<28:06,  2.03it/s]
overall:  90%|█████████ | 3604/4000 [36:28<03:15,  2.03it/s]

train:   3%|▎         | 89/3515 [00:40<28:07,  2.03it/s]
overall:  90%|█████████ | 3605/4000 [36:28<02:29,  2.64it/s]

train:   3%|▎         | 90/3515 [00:40<21:37,  2.64it/s]
overall:  90%|█████████ | 3606/4000 [36:28<02:29,  2.64it/s]

train:   3%|▎         | 91/3515 [00:41<21:38,  2.64it/s]
overall:  90%|█████████ | 3607/4000 [36:29<02:39,  2.46it/s]

train:   3%|▎         | 92/3515 [00:41<23:09,  2.46it/s]
overall:  90%|█████████ | 3608/4000 [36:29<02:34,  2.54it/s]

train:   3%|▎         | 93/3515 [00:42<22:29,  2.54it/s]
overall:  90%|█████████ | 3609/4000 [36:29<02:40,  2.44it/s]

train:   3%|▎         | 94/3515 [00:42<23:22,  2.44it/s]
overall:  90%|█████████ | 3610/4000 [36:30<02:46,  2.34it/s]

train:   3%|▎         | 95/3515 [00:43<24:22,  2.34it/s]
overall:  90%|█████████ | 3611/4000 [36:30<02:55,  2.22it/s]

train:   3%|▎         | 96/3515 [00:43<25:43,  2.22it/s]
overall:  90%|█████████ | 3612/4000 [36:31<03:13,  2.00it/s]

train:   3%|▎         | 97/3515 [00:44<28:27,  2.00it/s]
overall:  90%|█████████ | 3613/4000 [36:31<03:06,  2.08it/s]

train:   3%|▎         | 98/3515 [00:44<27:22,  2.08it/s]
overall:  90%|█████████ | 3614/4000 [36:32<03:03,  2.10it/s]

train:   3%|▎         | 99/3515 [00:45<27:07,  2.10it/s]
overall:  90%|█████████ | 3615/4000 [36:32<03:07,  2.05it/s]

train:   3%|▎         | 100/3515 [00:45<27:44,  2.05it/s]
overall:  90%|█████████ | 3616/4000 [36:33<03:09,  2.03it/s]

train:   3%|▎         | 101/3515 [00:46<28:01,  2.03it/s]
overall:  90%|█████████ | 3617/4000 [36:33<03:06,  2.06it/s]

train:   3%|▎         | 102/3515 [00:46<27:40,  2.06it/s]
overall:  90%|█████████ | 3618/4000 [36:34<03:08,  2.03it/s]

train:   3%|▎         | 103/3515 [00:47<28:02,  2.03it/s]
overall:  90%|█████████ | 3619/4000 [36:34<03:07,  2.04it/s]

train:   3%|▎         | 104/3515 [00:47<27:55,  2.04it/s]
overall:  90%|█████████ | 3620/4000 [36:35<03:07,  2.03it/s]

train:   3%|▎         | 105/3515 [00:48<27:59,  2.03it/s]
overall:  91%|█████████ | 3621/4000 [36:35<03:07,  2.02it/s]

train:   3%|▎         | 106/3515 [00:48<28:08,  2.02it/s]
overall:  91%|█████████ | 3622/4000 [36:36<03:03,  2.06it/s]

train:   3%|▎         | 107/3515 [00:49<27:36,  2.06it/s]
overall:  91%|█████████ | 3623/4000 [36:36<03:03,  2.05it/s]

train:   3%|▎         | 108/3515 [00:49<27:41,  2.05it/s]
overall:  91%|█████████ | 3624/4000 [36:37<03:19,  1.88it/s]

train:   3%|▎         | 109/3515 [00:50<30:07,  1.88it/s]
overall:  91%|█████████ | 3625/4000 [36:38<03:15,  1.92it/s]

train:   3%|▎         | 110/3515 [00:50<29:36,  1.92it/s]
overall:  91%|█████████ | 3626/4000 [36:38<03:05,  2.02it/s]

train:   3%|▎         | 111/3515 [00:51<28:04,  2.02it/s]
overall:  91%|█████████ | 3627/4000 [36:38<03:08,  1.98it/s]

train:   3%|▎         | 112/3515 [00:51<28:36,  1.98it/s]
overall:  91%|█████████ | 3628/4000 [36:39<02:31,  2.46it/s]

train:   3%|▎         | 113/3515 [00:51<23:05,  2.46it/s]
overall:  91%|█████████ | 3629/4000 [36:39<02:38,  2.34it/s]

train:   3%|▎         | 114/3515 [00:52<24:16,  2.34it/s]
overall:  91%|█████████ | 3630/4000 [36:40<02:44,  2.25it/s]

train:   3%|▎         | 115/3515 [00:52<25:09,  2.25it/s]
overall:  91%|█████████ | 3631/4000 [36:40<02:40,  2.29it/s]

train:   3%|▎         | 116/3515 [00:53<24:41,  2.29it/s]
overall:  91%|█████████ | 3632/4000 [36:41<02:44,  2.24it/s]

train:   3%|▎         | 117/3515 [00:53<25:19,  2.24it/s]
overall:  91%|█████████ | 3633/4000 [36:41<02:50,  2.15it/s]

train:   3%|▎         | 118/3515 [00:54<26:20,  2.15it/s]
overall:  91%|█████████ | 3634/4000 [36:42<02:53,  2.11it/s]

train:   3%|▎         | 119/3515 [00:54<26:50,  2.11it/s]
overall:  91%|█████████ | 3635/4000 [36:42<02:56,  2.07it/s]

train:   3%|▎         | 120/3515 [00:55<27:17,  2.07it/s]
overall:  91%|█████████ | 3636/4000 [36:43<03:13,  1.88it/s]

train:   3%|▎         | 121/3515 [00:55<30:06,  1.88it/s]
overall:  91%|█████████ | 3637/4000 [36:43<03:10,  1.91it/s]

train:   3%|▎         | 122/3515 [00:56<29:37,  1.91it/s]
overall:  91%|█████████ | 3638/4000 [36:44<03:03,  1.97it/s]

train:   3%|▎         | 123/3515 [00:56<28:40,  1.97it/s]
overall:  91%|█████████ | 3639/4000 [36:44<03:05,  1.95it/s]

train:   4%|▎         | 124/3515 [00:57<29:00,  1.95it/s]
overall:  91%|█████████ | 3640/4000 [36:45<03:02,  1.97it/s]

train:   4%|▎         | 125/3515 [00:57<28:39,  1.97it/s]
overall:  91%|█████████ | 3641/4000 [36:45<03:00,  1.98it/s]

train:   4%|▎         | 126/3515 [00:58<28:28,  1.98it/s]
overall:  91%|█████████ | 3642/4000 [36:46<02:59,  2.00it/s]

train:   4%|▎         | 127/3515 [00:58<28:18,  2.00it/s]
overall:  91%|█████████ | 3643/4000 [36:46<02:57,  2.01it/s]

train:   4%|▎         | 128/3515 [00:59<28:05,  2.01it/s]
overall:  91%|█████████ | 3644/4000 [36:47<02:55,  2.03it/s]

train:   4%|▎         | 129/3515 [00:59<27:45,  2.03it/s]
overall:  91%|█████████ | 3645/4000 [36:47<02:54,  2.04it/s]

train:   4%|▎         | 130/3515 [01:00<27:41,  2.04it/s]
overall:  91%|█████████ | 3646/4000 [36:48<02:55,  2.01it/s]

train:   4%|▎         | 131/3515 [01:00<27:59,  2.01it/s]
overall:  91%|█████████ | 3647/4000 [36:48<02:36,  2.26it/s]

train:   4%|▍         | 132/3515 [01:01<24:59,  2.26it/s]
overall:  91%|█████████ | 3648/4000 [36:48<02:35,  2.27it/s]

train:   4%|▍         | 133/3515 [01:01<24:49,  2.27it/s]
overall:  91%|█████████ | 3649/4000 [36:49<02:37,  2.23it/s]

train:   4%|▍         | 134/3515 [01:01<25:17,  2.23it/s]
overall:  91%|█████████▏| 3650/4000 [36:49<02:27,  2.37it/s]

train:   4%|▍         | 135/3515 [01:02<23:43,  2.37it/s]
overall:  91%|█████████▏| 3651/4000 [36:49<02:15,  2.57it/s]

train:   4%|▍         | 136/3515 [01:02<21:52,  2.57it/s]
overall:  91%|█████████▏| 3652/4000 [36:50<02:24,  2.41it/s]

train:   4%|▍         | 137/3515 [01:03<23:23,  2.41it/s]
overall:  91%|█████████▏| 3653/4000 [36:50<02:34,  2.25it/s]

train:   4%|▍         | 138/3515 [01:03<25:00,  2.25it/s]
overall:  91%|█████████▏| 3654/4000 [36:51<01:58,  2.93it/s]

train:   4%|▍         | 139/3515 [01:03<19:11,  2.93it/s]
overall:  91%|█████████▏| 3655/4000 [36:51<02:13,  2.59it/s]

train:   4%|▍         | 140/3515 [01:04<21:43,  2.59it/s]
overall:  91%|█████████▏| 3656/4000 [36:52<02:26,  2.35it/s]

train:   4%|▍         | 141/3515 [01:04<23:53,  2.35it/s]
overall:  91%|█████████▏| 3657/4000 [36:52<02:34,  2.23it/s]

train:   4%|▍         | 142/3515 [01:05<25:14,  2.23it/s]
overall:  91%|█████████▏| 3658/4000 [36:53<02:35,  2.20it/s]

train:   4%|▍         | 143/3515 [01:05<25:36,  2.20it/s]
overall:  91%|█████████▏| 3659/4000 [36:53<02:37,  2.16it/s]

train:   4%|▍         | 144/3515 [01:06<26:01,  2.16it/s]
overall:  92%|█████████▏| 3660/4000 [36:54<02:51,  1.99it/s]

train:   4%|▍         | 145/3515 [01:06<28:16,  1.99it/s]
overall:  92%|█████████▏| 3661/4000 [36:54<02:47,  2.03it/s]

train:   4%|▍         | 146/3515 [01:07<27:42,  2.03it/s]
overall:  92%|█████████▏| 3662/4000 [36:55<02:45,  2.05it/s]

train:   4%|▍         | 147/3515 [01:07<27:24,  2.05it/s]
overall:  92%|█████████▏| 3663/4000 [36:55<02:09,  2.61it/s]

train:   4%|▍         | 148/3515 [01:07<21:31,  2.61it/s]
overall:  92%|█████████▏| 3664/4000 [36:55<02:21,  2.38it/s]

train:   4%|▍         | 149/3515 [01:08<23:33,  2.38it/s]
overall:  92%|█████████▏| 3665/4000 [36:56<02:28,  2.26it/s]

train:   4%|▍         | 150/3515 [01:08<24:50,  2.26it/s]
overall:  92%|█████████▏| 3666/4000 [36:56<02:32,  2.19it/s]

train:   4%|▍         | 151/3515 [01:09<25:36,  2.19it/s]
overall:  92%|█████████▏| 3667/4000 [36:56<02:03,  2.69it/s]

train:   4%|▍         | 152/3515 [01:09<20:48,  2.69it/s]
overall:  92%|█████████▏| 3668/4000 [36:57<01:37,  3.39it/s]

train:   4%|▍         | 153/3515 [01:09<16:30,  3.39it/s]
overall:  92%|█████████▏| 3669/4000 [36:57<01:55,  2.87it/s]

train:   4%|▍         | 154/3515 [01:10<19:31,  2.87it/s]
overall:  92%|█████████▏| 3670/4000 [36:57<02:11,  2.52it/s]

train:   4%|▍         | 155/3515 [01:10<22:15,  2.52it/s]
overall:  92%|█████████▏| 3671/4000 [36:58<02:21,  2.32it/s]

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train:   5%|▌         | 191/3515 [01:26<25:27,  2.18it/s]
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train:   6%|▌         | 194/3515 [01:28<24:05,  2.30it/s]
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train:   6%|▌         | 195/3515 [01:28<21:55,  2.52it/s]
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train:   6%|▌         | 196/3515 [01:28<23:38,  2.34it/s]
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train:   6%|▌         | 197/3515 [01:29<24:29,  2.26it/s]
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train:   6%|▌         | 199/3515 [01:30<24:41,  2.24it/s]
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train:   6%|▌         | 207/3515 [01:34<27:35,  2.00it/s]
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train:   6%|▌         | 209/3515 [01:35<27:18,  2.02it/s]
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train:   6%|▌         | 212/3515 [01:36<27:11,  2.02it/s]
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train:   6%|▌         | 214/3515 [01:37<26:38,  2.06it/s]
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train:   6%|▌         | 216/3515 [01:38<25:32,  2.15it/s]
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overall:  99%|█████████▉| 3974/4000 [39:18<00:11,  2.21it/s]

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overall:  99%|█████████▉| 3975/4000 [39:18<00:11,  2.09it/s]

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overall: 100%|█████████▉| 3995/4000 [39:27<00:01,  3.08it/s]

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overall: 100%|█████████▉| 3997/4000 [39:28<00:01,  2.31it/s]

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overall: 100%|█████████▉| 3998/4000 [39:29<00:00,  2.20it/s]

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overall: 100%|█████████▉| 3999/4000 [39:29<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [03:42<23:00,  2.20it/s]train loss: 3.9984123706817627
train per: 0.8872213424290413
train loss: 4.046614646911621
train per: 0.9020412917503858
train loss: 3.985978603363037
train per: 0.8948145508235115
train loss: 3.988532543182373
train per: 0.8897399527186761
train loss: 3.9751620292663574
train per: 0.8936531683444481
train loss: 4.161437034606934
train per: 0.889376798650392
train loss: 3.968902111053467
train per: 0.8895238095238095
train loss: 3.9344379901885986
train per: 0.8920822910817295
train loss: 4.024703025817871
train per: 0.8978500101895251
train loss: 3.928086519241333
train per: 0.890262791057876
train loss: 3.908550262451172
train per: 0.8972957497202051
train loss: 3.9499847888946533
train per: 0.8850959393128068
train loss: 3.9918015003204346
train per: 0.8939130434782608
train loss: 4.0096540451049805
train per: 0.8830300973661541
train loss: 4.166108131408691
train per: 0.8941454760496748
train loss: 4.101077556610107
train per: 0.875085688171224
train loss: 4.120390892028809
train per: 0.8888724693364859
train loss: 4.021401405334473
train per: 0.89254646575082
train loss: 4.132552623748779
train per: 0.901736813539251
train loss: 3.9217324256896973
train per: 0.9007594345133777
train loss: 4.031451225280762
train per: 0.8796550671550671
train loss: 3.989196300506592
train per: 0.8932495036399736
train loss: 3.9549784660339355
train per: 0.8890874859989037
train loss: 3.9390578269958496
train per: 0.8941840108928224
train loss: 3.9779820442199707
train per: 0.8965670976370932
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



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


word -> phonemes:  19%|█▉        | 517/2703 [00:00<00:00, 5162.37it/s]


word -> phonemes:  39%|███▉      | 1054/2703 [00:00<00:00, 5281.47it/s]


word -> phonemes:  59%|█████▊    | 1583/2703 [00:00<00:00, 4751.07it/s]


word -> phonemes:  76%|███████▋  | 2064/2703 [00:00<00:00, 4735.19it/s]


word -> phonemes:  94%|█████████▍| 2541/2703 [00:00<00:00, 4517.56it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 4683.17it/s]



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overall: 100%|█████████▉| 3999/4000 [42:25<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [06:38<23:00,  2.20it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [42:25<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [06:38<23:00,  2.20it/s]
                                                            

                                                         

overall: 100%|█████████▉| 3999/4000 [42:25<00:00,  2.20it/s]

train:  14%|█▍        | 484/3515 [06:38<23:00,  2.20it/s]
overall: 100%|██████████| 4000/4000 [42:25<00:00, 53.00s/it]

train:  14%|█▍        | 485/3515 [06:38<44:36:32, 53.00s/it]403-128339-0009 Failed!!!

train:  14%|█▍        | 485/3515 [06:38<41:29,  1.22it/s]   

overall: 100%|██████████| 4000/4000 [42:25<00:00,  1.57it/s]
dev loss: 4.241365432739258
dev per: 0.9123933402705515
[Runner] - Save the checkpoint to:
1. result/downstream/grid/dev-best.ckpt
2. result/downstream/grid/states-4000.ckpt