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AuxiliaryASR

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epoch5

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  1. config.yml +0 -27
  2. finetune first.pth +0 -3
  3. finetune fourth.pth +0 -3
  4. finetune second.pth +0 -3
  5. finetune third.pth +0 -3
  6. finetune.pth +0 -3
  7. tensorboard/events.out.tfevents.1717885598.eeab625902bd.5379.0 +0 -3
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  28. tensorboard/events.out.tfevents.1717939875.d57455450233.72161.0 +0 -3
  29. tensorboard/events.out.tfevents.1717941630.d57455450233.79622.0 +0 -3
  30. train.log +0 -670
config.yml DELETED
@@ -1,27 +0,0 @@
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- log_dir: "checkpoint"
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- save_freq: 5
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- device: "cuda"
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- epochs: 100
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- batch_size: 32
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- pretrained_model: "/content/AuxiliaryASR/checkpoint/finetune.pth"
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- train_data: "/content/Data/train_asr.txt"
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- val_data: "/content/Data/train_asr.txt"
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-
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-
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- preprocess_parasm:
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- sr: 24000
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- spect_params:
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- n_fft: 2048
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- win_length: 1200
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- hop_length: 300
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- mel_params:
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- n_mels: 80
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-
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- model_params:
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- input_dim: 80
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- hidden_dim: 256
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- n_token: 178
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- token_embedding_dim: 512
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-
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- optimizer_params:
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- lr: 0.0005
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- INFO:2024-06-08 23:14:40,498: --- epoch 1 ---
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- INFO:2024-06-08 23:14:40,498: train/loss : 0.2534
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- INFO:2024-06-08 23:14:40,498: train/ctc : -0.0712
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- INFO:2024-06-08 23:14:40,499: train/learning_rate: 0.0005
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- INFO:2024-06-08 23:14:40,499: eval/acc : 0.9488
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- INFO:2024-06-08 23:17:15,878: --- epoch 2 ---
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- INFO:2024-06-08 23:17:15,881: eval/acc : 0.9567
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- INFO:2024-06-08 23:19:37,178: --- epoch 3 ---
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- INFO:2024-06-08 23:19:37,179: train/loss : 0.0047
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- INFO:2024-06-08 23:19:37,179: train/ctc : -0.2247
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- INFO:2024-06-08 23:19:37,180: train/learning_rate: 0.0005
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- INFO:2024-06-08 23:19:37,180: eval/ctc : -0.3605
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- INFO:2024-06-08 23:19:37,180: eval/s2s : 0.1345
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- INFO:2024-06-08 23:19:37,181: eval/loss : -0.2260
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- INFO:2024-06-08 23:19:37,181: eval/wer : 0.1903
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- INFO:2024-06-08 23:19:37,181: eval/acc : 0.9619
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- INFO:2024-06-08 23:21:57,113: --- epoch 4 ---
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- INFO:2024-06-08 23:21:57,113: train/loss : -0.0376
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- INFO:2024-06-08 23:21:57,114: train/ctc : -0.2488
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- INFO:2024-06-08 23:21:57,115: train/learning_rate: 0.0005
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- INFO:2024-06-08 23:21:57,115: eval/ctc : -0.3781
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- INFO:2024-06-08 23:21:57,115: eval/s2s : 0.1281
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- INFO:2024-06-08 23:21:57,117: eval/acc : 0.9638
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- INFO:2024-06-08 23:24:21,181: --- epoch 5 ---
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- INFO:2024-06-08 23:24:21,182: train/loss : -0.0768
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- INFO:2024-06-08 23:24:21,183: train/ctc : -0.2729
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- INFO:2024-06-08 23:24:21,185: train/learning_rate: 0.0005
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- INFO:2024-06-08 23:24:21,186: eval/acc : 0.9665
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- INFO:2024-06-08 23:26:43,516: --- epoch 6 ---
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- INFO:2024-06-08 23:26:43,516: train/loss : -0.1018
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- INFO:2024-06-08 23:26:43,519: eval/acc : 0.9700
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- INFO:2024-06-08 23:29:01,022: --- epoch 7 ---
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- INFO:2024-06-08 23:47:38,042: --- epoch 1 ---
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- INFO:2024-06-08 23:50:15,181: --- epoch 2 ---
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- INFO:2024-06-08 23:52:42,005: --- epoch 3 ---
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- INFO:2024-06-08 23:55:14,052: eval/s2s : 0.1269
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- INFO:2024-06-08 23:55:14,053: eval/loss : -0.2382
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- INFO:2024-06-08 23:55:14,054: eval/wer : 0.1860
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- INFO:2024-06-08 23:55:14,054: eval/acc : 0.9646
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- INFO:2024-06-08 23:57:35,170: --- epoch 5 ---
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- INFO:2024-06-08 23:57:35,170: train/loss : -0.0720
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- INFO:2024-06-08 23:57:35,171: train/ctc : -0.2667
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- INFO:2024-06-08 23:57:35,172: train/learning_rate: 0.0005
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- INFO:2024-06-08 23:57:35,172: eval/ctc : -0.3910
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- INFO:2024-06-08 23:57:35,172: eval/s2s : 0.1180
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- INFO:2024-06-08 23:57:35,172: eval/loss : -0.2730
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- INFO:2024-06-08 23:57:35,173: eval/wer : 0.1773
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- INFO:2024-06-08 23:57:35,173: eval/acc : 0.9668
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- ERROR:2024-06-08 23:57:35,860: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00005.pth']' returned non-zero exit status 128.
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- INFO:2024-06-09 00:07:45,807: --- epoch 1 ---
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- INFO:2024-06-09 00:07:45,810: train/loss : 0.3273
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- INFO:2024-06-09 00:07:45,811: train/ctc : -0.0375
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- INFO:2024-06-09 00:07:45,811: train/s2s : 0.3648
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- INFO:2024-06-09 00:07:45,812: train/learning_rate: 0.0005
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- INFO:2024-06-09 00:07:45,812: eval/ctc : -0.1525
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- INFO:2024-06-09 00:07:45,812: eval/s2s : 0.2674
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- INFO:2024-06-09 00:07:45,812: eval/loss : 0.1149
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- INFO:2024-06-09 00:07:45,813: eval/wer : 0.2604
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- INFO:2024-06-09 00:07:45,813: eval/acc : 0.9265
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- INFO:2024-06-09 00:14:01,476: --- epoch 2 ---
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- INFO:2024-06-09 00:14:01,476: train/loss : 0.2252
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- INFO:2024-06-09 00:14:01,477: train/ctc : -0.0956
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- INFO:2024-06-09 00:14:01,481: train/learning_rate: 0.0005
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- INFO:2024-06-09 00:14:01,481: eval/ctc : -0.1871
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- INFO:2024-06-09 00:14:01,481: eval/s2s : 0.2460
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- INFO:2024-06-09 00:14:01,482: eval/loss : 0.0589
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- INFO:2024-06-09 00:14:01,482: eval/wer : 0.2563
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- INFO:2024-06-09 00:14:01,482: eval/acc : 0.9329
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- INFO:2024-06-09 00:20:06,011: --- epoch 3 ---
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- INFO:2024-06-09 00:20:06,012: train/loss : 0.1682
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- INFO:2024-06-09 00:20:06,012: train/ctc : -0.1311
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- INFO:2024-06-09 00:20:06,012: train/s2s : 0.2993
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- INFO:2024-06-09 00:20:06,013: train/learning_rate: 0.0005
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- INFO:2024-06-09 00:20:06,013: eval/ctc : -0.2146
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- INFO:2024-06-09 00:20:06,015: eval/s2s : 0.2340
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- INFO:2024-06-09 00:20:06,016: eval/wer : 0.2521
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- INFO:2024-06-09 00:20:06,016: eval/acc : 0.9373
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- INFO:2024-06-09 00:26:13,793: --- epoch 4 ---
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- INFO:2024-06-09 00:26:13,793: train/loss : 0.1213
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- INFO:2024-06-09 00:26:13,794: train/ctc : -0.1582
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- INFO:2024-06-09 00:26:13,794: train/s2s : 0.2795
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- INFO:2024-06-09 00:26:13,794: train/learning_rate: 0.0005
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- INFO:2024-06-09 00:26:13,794: eval/ctc : -0.2434
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- INFO:2024-06-09 00:26:13,795: eval/s2s : 0.2080
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- INFO:2024-06-09 00:26:13,795: eval/loss : -0.0354
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- INFO:2024-06-09 00:26:13,795: eval/wer : 0.2475
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- INFO:2024-06-09 00:26:13,795: eval/acc : 0.9419
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- INFO:2024-06-09 00:32:10,427: --- epoch 5 ---
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- INFO:2024-06-09 00:32:10,429: train/loss : 0.0914
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- INFO:2024-06-09 00:32:10,429: train/ctc : -0.1763
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- INFO:2024-06-09 00:32:10,430: train/s2s : 0.2677
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- INFO:2024-06-09 00:32:10,430: train/learning_rate: 0.0005
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- INFO:2024-06-09 00:32:10,431: eval/ctc : -0.2564
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- INFO:2024-06-09 00:32:10,431: eval/s2s : 0.2011
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- INFO:2024-06-09 00:32:10,431: eval/loss : -0.0553
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- INFO:2024-06-09 00:32:10,431: eval/wer : 0.2375
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- INFO:2024-06-09 00:32:10,432: eval/acc : 0.9443
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- ERROR:2024-06-09 00:32:10,894: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00005.pth']' returned non-zero exit status 128.
173
- INFO:2024-06-09 00:38:07,374: --- epoch 6 ---
174
- INFO:2024-06-09 00:38:07,375: train/loss : 0.0660
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- INFO:2024-06-09 00:38:07,375: train/ctc : -0.1928
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- INFO:2024-06-09 00:38:07,376: train/s2s : 0.2587
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- INFO:2024-06-09 00:38:07,376: train/learning_rate: 0.0005
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- INFO:2024-06-09 00:38:07,376: eval/ctc : -0.2797
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- INFO:2024-06-09 00:38:07,376: eval/s2s : 0.1872
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- INFO:2024-06-09 00:38:07,377: eval/loss : -0.0925
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- INFO:2024-06-09 00:38:07,380: eval/wer : 0.2305
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- INFO:2024-06-09 00:38:07,380: eval/acc : 0.9473
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- INFO:2024-06-09 00:44:19,880: --- epoch 7 ---
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- INFO:2024-06-09 00:44:19,881: train/loss : 0.0381
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- INFO:2024-06-09 00:44:19,881: train/ctc : -0.2113
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- INFO:2024-06-09 00:44:19,881: train/s2s : 0.2494
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- INFO:2024-06-09 00:44:19,882: train/learning_rate: 0.0004
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- INFO:2024-06-09 00:44:19,882: eval/ctc : -0.2904
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- INFO:2024-06-09 00:44:19,882: eval/s2s : 0.1855
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- INFO:2024-06-09 00:44:19,882: eval/loss : -0.1050
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- INFO:2024-06-09 00:44:19,882: eval/wer : 0.2329
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- INFO:2024-06-09 00:44:19,883: eval/acc : 0.9483
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- INFO:2024-06-09 00:50:27,540: --- epoch 8 ---
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- INFO:2024-06-09 00:50:27,541: train/loss : 0.0176
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- INFO:2024-06-09 00:50:27,542: train/ctc : -0.2229
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- INFO:2024-06-09 00:50:27,542: train/s2s : 0.2405
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- INFO:2024-06-09 00:50:27,543: train/learning_rate: 0.0004
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- INFO:2024-06-09 00:50:27,543: eval/ctc : -0.3043
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- INFO:2024-06-09 00:50:27,543: eval/s2s : 0.1760
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- INFO:2024-06-09 00:50:27,543: eval/loss : -0.1283
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- INFO:2024-06-09 00:50:27,544: eval/wer : 0.2255
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- INFO:2024-06-09 00:50:27,544: eval/acc : 0.9510
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- INFO:2024-06-09 00:56:37,753: --- epoch 9 ---
204
- INFO:2024-06-09 00:56:37,754: train/loss : 0.0025
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- INFO:2024-06-09 00:56:37,754: train/ctc : -0.2320
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- INFO:2024-06-09 00:56:37,754: train/s2s : 0.2345
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- INFO:2024-06-09 00:56:37,754: train/learning_rate: 0.0004
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- INFO:2024-06-09 00:56:37,754: eval/ctc : -0.3153
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- INFO:2024-06-09 00:56:37,755: eval/s2s : 0.1692
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- INFO:2024-06-09 00:56:37,755: eval/loss : -0.1461
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- INFO:2024-06-09 00:56:37,755: eval/wer : 0.2242
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- INFO:2024-06-09 00:56:37,755: eval/acc : 0.9522
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- INFO:2024-06-09 01:02:37,615: --- epoch 10 ---
214
- INFO:2024-06-09 01:02:37,615: train/loss : -0.0110
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- INFO:2024-06-09 01:02:37,616: train/ctc : -0.2378
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- INFO:2024-06-09 01:02:37,616: train/s2s : 0.2269
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- INFO:2024-06-09 01:02:37,617: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:02:37,617: eval/ctc : -0.3165
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- INFO:2024-06-09 01:02:37,617: eval/s2s : 0.1637
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- INFO:2024-06-09 01:02:37,617: eval/loss : -0.1528
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- INFO:2024-06-09 01:02:37,618: eval/wer : 0.2211
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- INFO:2024-06-09 01:02:37,618: eval/acc : 0.9542
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- ERROR:2024-06-09 01:02:38,290: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00010.pth']' returned non-zero exit status 128.
224
- INFO:2024-06-09 01:08:39,019: --- epoch 11 ---
225
- INFO:2024-06-09 01:08:39,019: train/loss : -0.0323
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- INFO:2024-06-09 01:08:39,019: train/ctc : -0.2522
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- INFO:2024-06-09 01:08:39,019: train/s2s : 0.2199
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- INFO:2024-06-09 01:08:39,020: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:08:39,020: eval/ctc : -0.3451
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- INFO:2024-06-09 01:08:39,020: eval/s2s : 0.1556
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- INFO:2024-06-09 01:08:39,020: eval/loss : -0.1895
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- INFO:2024-06-09 01:08:39,020: eval/wer : 0.2228
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- INFO:2024-06-09 01:08:39,020: eval/acc : 0.9557
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- INFO:2024-06-09 01:14:44,024: --- epoch 12 ---
235
- INFO:2024-06-09 01:14:44,024: train/loss : -0.0531
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- INFO:2024-06-09 01:14:44,025: train/ctc : -0.2664
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- INFO:2024-06-09 01:14:44,025: train/s2s : 0.2134
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- INFO:2024-06-09 01:14:44,026: train/learning_rate: 0.0003
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- INFO:2024-06-09 01:14:44,026: eval/ctc : -0.3392
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- INFO:2024-06-09 01:14:44,026: eval/s2s : 0.1589
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- INFO:2024-06-09 01:14:44,027: eval/loss : -0.1803
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- INFO:2024-06-09 01:14:44,027: eval/wer : 0.2258
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- INFO:2024-06-09 01:14:44,027: eval/acc : 0.9558
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- INFO:2024-06-09 01:25:02,103: --- epoch 1 ---
245
- INFO:2024-06-09 01:25:02,103: train/loss : 0.8806
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- INFO:2024-06-09 01:25:02,104: train/ctc : 0.3183
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- INFO:2024-06-09 01:25:02,104: train/s2s : 0.5623
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- INFO:2024-06-09 01:25:02,104: train/learning_rate: 0.0005
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- INFO:2024-06-09 01:25:02,104: eval/ctc : 0.0986
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- INFO:2024-06-09 01:25:02,105: eval/s2s : 0.3711
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- INFO:2024-06-09 01:25:02,105: eval/loss : 0.4697
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- INFO:2024-06-09 01:25:02,105: eval/wer : 0.3104
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- INFO:2024-06-09 01:25:02,106: eval/acc : 0.8953
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- INFO:2024-06-09 01:28:43,763: --- epoch 2 ---
255
- INFO:2024-06-09 01:28:43,763: train/loss : 0.5944
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- INFO:2024-06-09 01:28:43,764: train/ctc : 0.1520
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- INFO:2024-06-09 01:28:43,764: train/s2s : 0.4424
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- INFO:2024-06-09 01:28:43,764: train/learning_rate: 0.0005
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- INFO:2024-06-09 01:28:43,764: eval/ctc : 0.0273
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- INFO:2024-06-09 01:28:43,764: eval/s2s : 0.3308
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- INFO:2024-06-09 01:28:43,764: eval/loss : 0.3581
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- INFO:2024-06-09 01:28:43,764: eval/wer : 0.2928
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- INFO:2024-06-09 01:28:43,764: eval/acc : 0.9063
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- INFO:2024-06-09 01:32:09,782: --- epoch 3 ---
265
- INFO:2024-06-09 01:32:09,783: train/loss : 0.4990
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- INFO:2024-06-09 01:32:09,784: train/ctc : 0.0948
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- INFO:2024-06-09 01:32:09,784: train/s2s : 0.4042
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- INFO:2024-06-09 01:32:09,785: train/learning_rate: 0.0005
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- INFO:2024-06-09 01:32:09,785: eval/ctc : -0.0224
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- INFO:2024-06-09 01:32:09,786: eval/s2s : 0.2949
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- INFO:2024-06-09 01:32:09,786: eval/loss : 0.2726
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- INFO:2024-06-09 01:32:09,787: eval/wer : 0.2784
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- INFO:2024-06-09 01:32:09,787: eval/acc : 0.9149
274
- INFO:2024-06-09 01:35:30,781: --- epoch 4 ---
275
- INFO:2024-06-09 01:35:30,781: train/loss : 0.4226
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- INFO:2024-06-09 01:35:30,782: train/ctc : 0.0471
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- INFO:2024-06-09 01:35:30,782: train/s2s : 0.3755
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- INFO:2024-06-09 01:35:30,783: train/learning_rate: 0.0005
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- INFO:2024-06-09 01:35:30,783: eval/ctc : -0.0706
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- INFO:2024-06-09 01:35:30,783: eval/s2s : 0.2854
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- INFO:2024-06-09 01:35:30,784: eval/loss : 0.2148
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- INFO:2024-06-09 01:35:30,784: eval/wer : 0.2802
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- INFO:2024-06-09 01:35:30,784: eval/acc : 0.9195
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- INFO:2024-06-09 01:38:55,242: --- epoch 5 ---
285
- INFO:2024-06-09 01:38:55,243: train/loss : 0.3708
286
- INFO:2024-06-09 01:38:55,243: train/ctc : 0.0133
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- INFO:2024-06-09 01:38:55,244: train/s2s : 0.3575
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- INFO:2024-06-09 01:38:55,244: train/learning_rate: 0.0005
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- INFO:2024-06-09 01:38:55,244: eval/ctc : -0.0722
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- INFO:2024-06-09 01:38:55,244: eval/s2s : 0.2691
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- INFO:2024-06-09 01:38:55,244: eval/loss : 0.1969
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- INFO:2024-06-09 01:38:55,244: eval/wer : 0.2750
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- INFO:2024-06-09 01:38:55,245: eval/acc : 0.9227
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- ERROR:2024-06-09 01:38:55,725: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00005.pth']' returned non-zero exit status 128.
295
- INFO:2024-06-09 01:42:16,720: --- epoch 6 ---
296
- INFO:2024-06-09 01:42:16,720: train/loss : 0.3196
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- INFO:2024-06-09 01:42:16,721: train/ctc : -0.0168
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- INFO:2024-06-09 01:42:16,721: train/s2s : 0.3364
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- INFO:2024-06-09 01:42:16,724: train/learning_rate: 0.0005
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- INFO:2024-06-09 01:42:16,724: eval/ctc : -0.1212
301
- INFO:2024-06-09 01:42:16,724: eval/s2s : 0.2442
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- INFO:2024-06-09 01:42:16,724: eval/loss : 0.1230
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- INFO:2024-06-09 01:42:16,725: eval/wer : 0.2589
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- INFO:2024-06-09 01:42:16,725: eval/acc : 0.9298
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- INFO:2024-06-09 01:45:33,707: --- epoch 7 ---
306
- INFO:2024-06-09 01:45:33,707: train/loss : 0.2872
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- INFO:2024-06-09 01:45:33,707: train/ctc : -0.0366
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- INFO:2024-06-09 01:45:33,708: train/s2s : 0.3238
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- INFO:2024-06-09 01:45:33,708: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:45:33,709: eval/ctc : -0.1522
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- INFO:2024-06-09 01:45:33,709: eval/s2s : 0.2371
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- INFO:2024-06-09 01:45:33,709: eval/loss : 0.0849
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- INFO:2024-06-09 01:45:33,709: eval/wer : 0.2589
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- INFO:2024-06-09 01:45:33,710: eval/acc : 0.9326
315
- INFO:2024-06-09 01:48:50,026: --- epoch 8 ---
316
- INFO:2024-06-09 01:48:50,026: train/loss : 0.2546
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- INFO:2024-06-09 01:48:50,026: train/ctc : -0.0588
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- INFO:2024-06-09 01:48:50,027: train/s2s : 0.3135
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- INFO:2024-06-09 01:48:50,028: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:48:50,028: eval/ctc : -0.1762
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- INFO:2024-06-09 01:48:50,029: eval/s2s : 0.2210
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- INFO:2024-06-09 01:48:50,029: eval/loss : 0.0447
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- INFO:2024-06-09 01:48:50,029: eval/wer : 0.2488
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- INFO:2024-06-09 01:48:50,029: eval/acc : 0.9362
325
- INFO:2024-06-09 01:52:06,152: --- epoch 9 ---
326
- INFO:2024-06-09 01:52:06,152: train/loss : 0.2195
327
- INFO:2024-06-09 01:52:06,153: train/ctc : -0.0789
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- INFO:2024-06-09 01:52:06,153: train/s2s : 0.2984
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- INFO:2024-06-09 01:52:06,154: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:52:06,154: eval/ctc : -0.1907
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- INFO:2024-06-09 01:52:06,154: eval/s2s : 0.2136
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- INFO:2024-06-09 01:52:06,154: eval/loss : 0.0229
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- INFO:2024-06-09 01:52:06,155: eval/wer : 0.2425
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- INFO:2024-06-09 01:52:06,155: eval/acc : 0.9389
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- INFO:2024-06-09 01:55:25,313: --- epoch 10 ---
336
- INFO:2024-06-09 01:55:25,313: train/loss : 0.1921
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- INFO:2024-06-09 01:55:25,314: train/ctc : -0.0938
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- INFO:2024-06-09 01:55:25,314: train/s2s : 0.2859
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- INFO:2024-06-09 01:55:25,315: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:55:25,315: eval/ctc : -0.1943
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- INFO:2024-06-09 01:55:25,315: eval/s2s : 0.2087
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- INFO:2024-06-09 01:55:25,315: eval/loss : 0.0144
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- INFO:2024-06-09 01:55:25,316: eval/wer : 0.2377
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- INFO:2024-06-09 01:55:25,316: eval/acc : 0.9400
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- ERROR:2024-06-09 01:55:25,951: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00010.pth']' returned non-zero exit status 128.
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- INFO:2024-06-09 01:58:42,517: --- epoch 11 ---
347
- INFO:2024-06-09 01:58:42,517: train/loss : 0.1706
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- INFO:2024-06-09 01:58:42,517: train/ctc : -0.1081
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- INFO:2024-06-09 01:58:42,518: train/s2s : 0.2787
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- INFO:2024-06-09 01:58:42,519: train/learning_rate: 0.0004
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- INFO:2024-06-09 01:58:42,519: eval/ctc : -0.2110
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- INFO:2024-06-09 01:58:42,519: eval/s2s : 0.2041
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- INFO:2024-06-09 01:58:42,520: eval/loss : -0.0069
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- INFO:2024-06-09 01:58:42,520: eval/wer : 0.2375
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- INFO:2024-06-09 01:58:42,520: eval/acc : 0.9416
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- INFO:2024-06-09 02:02:03,285: --- epoch 12 ---
357
- INFO:2024-06-09 02:02:03,285: train/loss : 0.1556
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- INFO:2024-06-09 02:02:03,286: train/ctc : -0.1161
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- INFO:2024-06-09 02:02:03,286: train/s2s : 0.2717
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- INFO:2024-06-09 02:02:03,287: train/learning_rate: 0.0003
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- INFO:2024-06-09 02:02:03,287: eval/ctc : -0.2319
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- INFO:2024-06-09 02:02:03,287: eval/s2s : 0.1927
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- INFO:2024-06-09 02:02:03,287: eval/loss : -0.0391
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- INFO:2024-06-09 02:02:03,287: eval/wer : 0.2279
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- INFO:2024-06-09 02:02:03,288: eval/acc : 0.9449
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- INFO:2024-06-09 02:05:19,246: --- epoch 13 ---
367
- INFO:2024-06-09 02:05:19,246: train/loss : 0.1359
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- INFO:2024-06-09 02:05:19,247: train/ctc : -0.1286
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- INFO:2024-06-09 02:05:19,248: train/s2s : 0.2645
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- INFO:2024-06-09 02:05:19,248: train/learning_rate: 0.0003
371
- INFO:2024-06-09 02:05:19,248: eval/ctc : -0.2274
372
- INFO:2024-06-09 02:05:19,248: eval/s2s : 0.1905
373
- INFO:2024-06-09 02:05:19,249: eval/loss : -0.0369
374
- INFO:2024-06-09 02:05:19,249: eval/wer : 0.2242
375
- INFO:2024-06-09 02:05:19,249: eval/acc : 0.9459
376
- INFO:2024-06-09 02:08:31,732: --- epoch 14 ---
377
- INFO:2024-06-09 02:08:31,732: train/loss : 0.1225
378
- INFO:2024-06-09 02:08:31,733: train/ctc : -0.1369
379
- INFO:2024-06-09 02:08:31,733: train/s2s : 0.2593
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- INFO:2024-06-09 02:08:31,733: train/learning_rate: 0.0003
381
- INFO:2024-06-09 02:08:31,734: eval/ctc : -0.2399
382
- INFO:2024-06-09 02:08:31,734: eval/s2s : 0.1847
383
- INFO:2024-06-09 02:08:31,734: eval/loss : -0.0552
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- INFO:2024-06-09 02:08:31,735: eval/wer : 0.2276
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- INFO:2024-06-09 02:08:31,735: eval/acc : 0.9473
386
- INFO:2024-06-09 02:11:41,526: --- epoch 15 ---
387
- INFO:2024-06-09 02:11:41,526: train/loss : 0.1138
388
- INFO:2024-06-09 02:11:41,526: train/ctc : -0.1428
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- INFO:2024-06-09 02:11:41,527: train/s2s : 0.2566
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- INFO:2024-06-09 02:11:41,527: train/learning_rate: 0.0003
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- INFO:2024-06-09 02:11:41,527: eval/ctc : -0.2505
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- INFO:2024-06-09 02:11:41,528: eval/s2s : 0.1788
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- INFO:2024-06-09 02:11:41,528: eval/loss : -0.0717
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- INFO:2024-06-09 02:11:41,528: eval/wer : 0.2236
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- INFO:2024-06-09 02:11:41,528: eval/acc : 0.9481
396
- ERROR:2024-06-09 02:11:41,975: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00015.pth']' returned non-zero exit status 128.
397
- INFO:2024-06-09 02:14:57,162: --- epoch 16 ---
398
- INFO:2024-06-09 02:14:57,162: train/loss : 0.1076
399
- INFO:2024-06-09 02:14:57,162: train/ctc : -0.1463
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- INFO:2024-06-09 02:14:57,163: train/s2s : 0.2538
401
- INFO:2024-06-09 02:14:57,163: train/learning_rate: 0.0002
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- INFO:2024-06-09 02:14:57,163: eval/ctc : -0.2551
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- INFO:2024-06-09 02:14:57,163: eval/s2s : 0.1761
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- INFO:2024-06-09 02:14:57,164: eval/loss : -0.0789
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- INFO:2024-06-09 02:14:57,164: eval/wer : 0.2242
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- INFO:2024-06-09 02:14:57,165: eval/acc : 0.9497
407
- INFO:2024-06-09 02:18:16,778: --- epoch 17 ---
408
- INFO:2024-06-09 02:18:16,778: train/loss : 0.0930
409
- INFO:2024-06-09 02:18:16,779: train/ctc : -0.1561
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- INFO:2024-06-09 02:18:16,779: train/s2s : 0.2491
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- INFO:2024-06-09 02:18:16,780: train/learning_rate: 0.0002
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- INFO:2024-06-09 02:18:16,780: eval/ctc : -0.2592
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- INFO:2024-06-09 02:18:16,782: eval/s2s : 0.1746
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- INFO:2024-06-09 02:18:16,782: eval/loss : -0.0846
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- INFO:2024-06-09 02:18:16,783: eval/wer : 0.2174
416
- INFO:2024-06-09 02:18:16,783: eval/acc : 0.9506
417
- INFO:2024-06-09 02:21:28,964: --- epoch 18 ---
418
- INFO:2024-06-09 02:21:28,964: train/loss : 0.0787
419
- INFO:2024-06-09 02:21:28,965: train/ctc : -0.1630
420
- INFO:2024-06-09 02:21:28,965: train/s2s : 0.2417
421
- INFO:2024-06-09 02:21:28,966: train/learning_rate: 0.0002
422
- INFO:2024-06-09 02:21:28,966: eval/ctc : -0.2710
423
- INFO:2024-06-09 02:21:28,966: eval/s2s : 0.1683
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- INFO:2024-06-09 02:21:28,967: eval/loss : -0.1028
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- INFO:2024-06-09 02:21:28,967: eval/wer : 0.2156
426
- INFO:2024-06-09 02:21:28,967: eval/acc : 0.9518
427
- INFO:2024-06-09 02:24:41,235: --- epoch 19 ---
428
- INFO:2024-06-09 02:24:41,235: train/loss : 0.0627
429
- INFO:2024-06-09 02:24:41,237: train/ctc : -0.1751
430
- INFO:2024-06-09 02:24:41,237: train/s2s : 0.2378
431
- INFO:2024-06-09 02:24:41,237: train/learning_rate: 0.0002
432
- INFO:2024-06-09 02:24:41,238: eval/ctc : -0.2780
433
- INFO:2024-06-09 02:24:41,238: eval/s2s : 0.1688
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- INFO:2024-06-09 02:24:41,238: eval/loss : -0.1091
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- INFO:2024-06-09 02:24:41,239: eval/wer : 0.2142
436
- INFO:2024-06-09 02:24:41,239: eval/acc : 0.9519
437
- INFO:2024-06-09 02:28:03,202: --- epoch 20 ---
438
- INFO:2024-06-09 02:28:03,202: train/loss : 0.0558
439
- INFO:2024-06-09 02:28:03,203: train/ctc : -0.1784
440
- INFO:2024-06-09 02:28:03,203: train/s2s : 0.2342
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- INFO:2024-06-09 02:28:03,203: train/learning_rate: 0.0001
442
- INFO:2024-06-09 02:28:03,204: eval/ctc : -0.2837
443
- INFO:2024-06-09 02:28:03,204: eval/s2s : 0.1662
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- INFO:2024-06-09 02:28:03,204: eval/loss : -0.1175
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- INFO:2024-06-09 02:28:03,205: eval/wer : 0.2137
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- INFO:2024-06-09 02:28:03,205: eval/acc : 0.9526
447
- ERROR:2024-06-09 02:28:03,824: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00020.pth']' returned non-zero exit status 128.
448
- INFO:2024-06-09 02:31:24,001: --- epoch 21 ---
449
- INFO:2024-06-09 02:31:24,001: train/loss : 0.0457
450
- INFO:2024-06-09 02:31:24,002: train/ctc : -0.1853
451
- INFO:2024-06-09 02:31:24,003: train/s2s : 0.2311
452
- INFO:2024-06-09 02:31:24,003: train/learning_rate: 0.0001
453
- INFO:2024-06-09 02:31:24,003: eval/ctc : -0.2842
454
- INFO:2024-06-09 02:31:24,004: eval/s2s : 0.1627
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- INFO:2024-06-09 02:31:24,004: eval/loss : -0.1215
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- INFO:2024-06-09 02:31:24,004: eval/wer : 0.2098
457
- INFO:2024-06-09 02:31:24,004: eval/acc : 0.9534
458
- INFO:2024-06-09 02:34:38,744: --- epoch 22 ---
459
- INFO:2024-06-09 02:34:38,745: train/loss : 0.0443
460
- INFO:2024-06-09 02:34:38,745: train/ctc : -0.1857
461
- INFO:2024-06-09 02:34:38,745: train/s2s : 0.2300
462
- INFO:2024-06-09 02:34:38,745: train/learning_rate: 0.0001
463
- INFO:2024-06-09 02:34:38,745: eval/ctc : -0.2875
464
- INFO:2024-06-09 02:34:38,746: eval/s2s : 0.1625
465
- INFO:2024-06-09 02:34:38,746: eval/loss : -0.1250
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- INFO:2024-06-09 02:34:38,746: eval/wer : 0.2088
467
- INFO:2024-06-09 02:34:38,746: eval/acc : 0.9538
468
- INFO:2024-06-09 02:37:58,116: --- epoch 23 ---
469
- INFO:2024-06-09 02:37:58,116: train/loss : 0.0406
470
- INFO:2024-06-09 02:37:58,117: train/ctc : -0.1887
471
- INFO:2024-06-09 02:37:58,117: train/s2s : 0.2294
472
- INFO:2024-06-09 02:37:58,117: train/learning_rate: 0.0001
473
- INFO:2024-06-09 02:37:58,118: eval/ctc : -0.2906
474
- INFO:2024-06-09 02:37:58,118: eval/s2s : 0.1615
475
- INFO:2024-06-09 02:37:58,118: eval/loss : -0.1291
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- INFO:2024-06-09 02:37:58,118: eval/wer : 0.2101
477
- INFO:2024-06-09 02:37:58,118: eval/acc : 0.9538
478
- INFO:2024-06-09 02:41:07,069: --- epoch 24 ---
479
- INFO:2024-06-09 02:41:07,070: train/loss : 0.0375
480
- INFO:2024-06-09 02:41:07,070: train/ctc : -0.1932
481
- INFO:2024-06-09 02:41:07,070: train/s2s : 0.2308
482
- INFO:2024-06-09 02:41:07,070: train/learning_rate: 0.0001
483
- INFO:2024-06-09 02:41:07,071: eval/ctc : -0.2938
484
- INFO:2024-06-09 02:41:07,071: eval/s2s : 0.1603
485
- INFO:2024-06-09 02:41:07,071: eval/loss : -0.1336
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- INFO:2024-06-09 02:41:07,071: eval/wer : 0.2092
487
- INFO:2024-06-09 02:41:07,071: eval/acc : 0.9539
488
- INFO:2024-06-09 02:44:22,518: --- epoch 25 ---
489
- INFO:2024-06-09 02:44:22,518: train/loss : 0.0277
490
- INFO:2024-06-09 02:44:22,518: train/ctc : -0.1946
491
- INFO:2024-06-09 02:44:22,519: train/s2s : 0.2224
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- INFO:2024-06-09 02:44:22,519: train/learning_rate: 0.0000
493
- INFO:2024-06-09 02:44:22,520: eval/ctc : -0.2973
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- INFO:2024-06-09 02:44:22,520: eval/s2s : 0.1597
495
- INFO:2024-06-09 02:44:22,520: eval/loss : -0.1375
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- INFO:2024-06-09 02:44:22,520: eval/wer : 0.2086
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- INFO:2024-06-09 02:44:22,521: eval/acc : 0.9544
498
- ERROR:2024-06-09 02:44:23,151: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00025.pth']' returned non-zero exit status 128.
499
- INFO:2024-06-09 02:49:38,691: --- epoch 1 ---
500
- INFO:2024-06-09 02:49:38,692: train/loss : 0.2370
501
- INFO:2024-06-09 02:49:38,694: train/ctc : -0.0775
502
- INFO:2024-06-09 02:49:38,695: train/s2s : 0.3146
503
- INFO:2024-06-09 02:49:38,695: train/learning_rate: 0.0005
504
- INFO:2024-06-09 02:49:38,695: eval/ctc : -0.2215
505
- INFO:2024-06-09 02:49:38,695: eval/s2s : 0.2103
506
- INFO:2024-06-09 02:49:38,696: eval/loss : -0.0112
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- INFO:2024-06-09 02:49:38,696: eval/wer : 0.2276
508
- INFO:2024-06-09 02:49:38,696: eval/acc : 0.9392
509
- INFO:2024-06-09 02:51:49,112: --- epoch 2 ---
510
- INFO:2024-06-09 02:51:49,114: train/loss : 0.1548
511
- INFO:2024-06-09 02:51:49,114: train/ctc : -0.1253
512
- INFO:2024-06-09 02:51:49,115: train/s2s : 0.2801
513
- INFO:2024-06-09 02:51:49,115: train/learning_rate: 0.0005
514
- INFO:2024-06-09 02:51:49,115: eval/ctc : -0.2488
515
- INFO:2024-06-09 02:51:49,115: eval/s2s : 0.1925
516
- INFO:2024-06-09 02:51:49,115: eval/loss : -0.0563
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- INFO:2024-06-09 02:51:49,115: eval/wer : 0.2163
518
- INFO:2024-06-09 02:51:49,115: eval/acc : 0.9451
519
- INFO:2024-06-09 02:53:57,770: --- epoch 3 ---
520
- INFO:2024-06-09 02:53:57,770: train/loss : 0.1129
521
- INFO:2024-06-09 02:53:57,771: train/ctc : -0.1522
522
- INFO:2024-06-09 02:53:57,771: train/s2s : 0.2650
523
- INFO:2024-06-09 02:53:57,772: train/learning_rate: 0.0005
524
- INFO:2024-06-09 02:53:57,772: eval/ctc : -0.2659
525
- INFO:2024-06-09 02:53:57,773: eval/s2s : 0.1775
526
- INFO:2024-06-09 02:53:57,773: eval/loss : -0.0884
527
- INFO:2024-06-09 02:53:57,773: eval/wer : 0.2106
528
- INFO:2024-06-09 02:53:57,774: eval/acc : 0.9485
529
- INFO:2024-06-09 02:56:04,685: --- epoch 4 ---
530
- INFO:2024-06-09 02:56:04,686: train/loss : 0.0867
531
- INFO:2024-06-09 02:56:04,686: train/ctc : -0.1660
532
- INFO:2024-06-09 02:56:04,687: train/s2s : 0.2527
533
- INFO:2024-06-09 02:56:04,688: train/learning_rate: 0.0005
534
- INFO:2024-06-09 02:56:04,688: eval/ctc : -0.2845
535
- INFO:2024-06-09 02:56:04,688: eval/s2s : 0.1683
536
- INFO:2024-06-09 02:56:04,689: eval/loss : -0.1162
537
- INFO:2024-06-09 02:56:04,689: eval/wer : 0.2121
538
- INFO:2024-06-09 02:56:04,689: eval/acc : 0.9514
539
- INFO:2024-06-09 02:58:09,414: --- epoch 5 ---
540
- INFO:2024-06-09 02:58:09,414: train/loss : 0.0627
541
- INFO:2024-06-09 02:58:09,415: train/ctc : -0.1797
542
- INFO:2024-06-09 02:58:09,415: train/s2s : 0.2424
543
- INFO:2024-06-09 02:58:09,415: train/learning_rate: 0.0005
544
- INFO:2024-06-09 02:58:09,415: eval/ctc : -0.3091
545
- INFO:2024-06-09 02:58:09,415: eval/s2s : 0.1659
546
- INFO:2024-06-09 02:58:09,415: eval/loss : -0.1432
547
- INFO:2024-06-09 02:58:09,415: eval/wer : 0.2037
548
- INFO:2024-06-09 02:58:09,416: eval/acc : 0.9527
549
- INFO:2024-06-09 13:45:11,847: --- epoch 1 ---
550
- INFO:2024-06-09 13:45:11,847: train/loss : 0.1603
551
- INFO:2024-06-09 13:45:11,847: train/ctc : -0.1538
552
- INFO:2024-06-09 13:45:11,848: train/s2s : 0.3140
553
- INFO:2024-06-09 13:45:11,848: train/learning_rate: 0.0005
554
- INFO:2024-06-09 13:45:11,848: eval/ctc : -0.2752
555
- INFO:2024-06-09 13:45:11,849: eval/s2s : 0.2213
556
- INFO:2024-06-09 13:45:11,849: eval/loss : -0.0540
557
- INFO:2024-06-09 13:45:11,849: eval/wer : 0.2393
558
- INFO:2024-06-09 13:45:11,849: eval/acc : 0.9373
559
- INFO:2024-06-09 14:16:17,209: --- epoch 1 ---
560
- INFO:2024-06-09 14:16:17,210: train/loss : 0.1631
561
- INFO:2024-06-09 14:16:17,210: train/ctc : -0.1537
562
- INFO:2024-06-09 14:16:17,210: train/s2s : 0.3168
563
- INFO:2024-06-09 14:16:17,211: train/learning_rate: 0.0005
564
- INFO:2024-06-09 14:16:17,211: eval/ctc : -0.2703
565
- INFO:2024-06-09 14:16:17,211: eval/s2s : 0.2227
566
- INFO:2024-06-09 14:16:17,211: eval/loss : -0.0476
567
- INFO:2024-06-09 14:16:17,211: eval/wer : 0.2412
568
- INFO:2024-06-09 14:16:17,211: eval/acc : 0.9364
569
- INFO:2024-06-09 14:30:38,883: --- epoch 2 ---
570
- INFO:2024-06-09 14:30:38,883: train/loss : 0.0885
571
- INFO:2024-06-09 14:30:38,884: train/ctc : -0.1980
572
- INFO:2024-06-09 14:30:38,884: train/s2s : 0.2866
573
- INFO:2024-06-09 14:30:38,885: train/learning_rate: 0.0005
574
- INFO:2024-06-09 14:30:38,885: eval/ctc : -0.3104
575
- INFO:2024-06-09 14:30:38,885: eval/s2s : 0.2025
576
- INFO:2024-06-09 14:30:38,885: eval/loss : -0.1079
577
- INFO:2024-06-09 14:30:38,885: eval/wer : 0.2320
578
- INFO:2024-06-09 14:30:38,885: eval/acc : 0.9419
579
- INFO:2024-06-09 14:44:57,140: --- epoch 3 ---
580
- INFO:2024-06-09 14:44:57,140: train/loss : 0.0582
581
- INFO:2024-06-09 14:44:57,141: train/ctc : -0.2177
582
- INFO:2024-06-09 14:44:57,141: train/s2s : 0.2759
583
- INFO:2024-06-09 14:44:57,141: train/learning_rate: 0.0005
584
- INFO:2024-06-09 14:44:57,143: eval/ctc : -0.3179
585
- INFO:2024-06-09 14:44:57,144: eval/s2s : 0.1953
586
- INFO:2024-06-09 14:44:57,144: eval/loss : -0.1226
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- INFO:2024-06-09 14:44:57,144: eval/wer : 0.2192
588
- INFO:2024-06-09 14:44:57,144: eval/acc : 0.9439
589
- INFO:2024-06-09 14:59:20,118: --- epoch 4 ---
590
- INFO:2024-06-09 14:59:20,118: train/loss : 0.0342
591
- INFO:2024-06-09 14:59:20,119: train/ctc : -0.2316
592
- INFO:2024-06-09 14:59:20,119: train/s2s : 0.2658
593
- INFO:2024-06-09 14:59:20,119: train/learning_rate: 0.0005
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- INFO:2024-06-09 14:59:20,119: eval/ctc : -0.3184
595
- INFO:2024-06-09 14:59:20,120: eval/s2s : 0.1936
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- INFO:2024-06-09 14:59:20,120: eval/loss : -0.1248
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- INFO:2024-06-09 14:59:20,120: eval/wer : 0.2235
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- INFO:2024-06-09 14:59:20,120: eval/acc : 0.9451
599
- INFO:2024-06-09 15:13:43,008: --- epoch 5 ---
600
- INFO:2024-06-09 15:13:43,010: train/loss : 0.0109
601
- INFO:2024-06-09 15:13:43,011: train/ctc : -0.2456
602
- INFO:2024-06-09 15:13:43,011: train/s2s : 0.2565
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- INFO:2024-06-09 15:13:43,011: train/learning_rate: 0.0005
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- INFO:2024-06-09 15:13:43,011: eval/ctc : -0.3506
605
- INFO:2024-06-09 15:13:43,012: eval/s2s : 0.1798
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- INFO:2024-06-09 15:13:43,012: eval/loss : -0.1708
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- INFO:2024-06-09 15:13:43,012: eval/wer : 0.2204
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- INFO:2024-06-09 15:13:43,012: eval/acc : 0.9477
609
- ERROR:2024-06-09 15:13:43,421: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00005.pth']' returned non-zero exit status 128.
610
- INFO:2024-06-09 15:28:00,478: --- epoch 6 ---
611
- INFO:2024-06-09 15:28:00,480: train/loss : -0.0025
612
- INFO:2024-06-09 15:28:00,480: train/ctc : -0.2553
613
- INFO:2024-06-09 15:28:00,480: train/s2s : 0.2528
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- INFO:2024-06-09 15:28:00,481: train/learning_rate: 0.0005
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- INFO:2024-06-09 15:28:00,481: eval/ctc : -0.3496
616
- INFO:2024-06-09 15:28:00,481: eval/s2s : 0.1897
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- INFO:2024-06-09 15:28:00,483: eval/loss : -0.1599
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- INFO:2024-06-09 15:28:00,483: eval/wer : 0.2191
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- INFO:2024-06-09 15:28:00,483: eval/acc : 0.9463
620
- INFO:2024-06-09 15:42:19,045: --- epoch 7 ---
621
- INFO:2024-06-09 15:42:19,045: train/loss : -0.0193
622
- INFO:2024-06-09 15:42:19,045: train/ctc : -0.2667
623
- INFO:2024-06-09 15:42:19,046: train/s2s : 0.2474
624
- INFO:2024-06-09 15:42:19,046: train/learning_rate: 0.0005
625
- INFO:2024-06-09 15:42:19,046: eval/ctc : -0.3567
626
- INFO:2024-06-09 15:42:19,047: eval/s2s : 0.1808
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- INFO:2024-06-09 15:42:19,047: eval/loss : -0.1759
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- INFO:2024-06-09 15:42:19,047: eval/wer : 0.2102
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- INFO:2024-06-09 15:42:19,047: eval/acc : 0.9490
630
- INFO:2024-06-09 15:56:40,457: --- epoch 8 ---
631
- INFO:2024-06-09 15:56:40,458: train/loss : -0.0337
632
- INFO:2024-06-09 15:56:40,458: train/ctc : -0.2742
633
- INFO:2024-06-09 15:56:40,458: train/s2s : 0.2406
634
- INFO:2024-06-09 15:56:40,461: train/learning_rate: 0.0005
635
- INFO:2024-06-09 15:56:40,461: eval/ctc : -0.3690
636
- INFO:2024-06-09 15:56:40,462: eval/s2s : 0.1745
637
- INFO:2024-06-09 15:56:40,462: eval/loss : -0.1945
638
- INFO:2024-06-09 15:56:40,462: eval/wer : 0.2094
639
- INFO:2024-06-09 15:56:40,462: eval/acc : 0.9505
640
- INFO:2024-06-09 16:10:57,509: --- epoch 9 ---
641
- INFO:2024-06-09 16:10:57,509: train/loss : -0.0495
642
- INFO:2024-06-09 16:10:57,509: train/ctc : -0.2866
643
- INFO:2024-06-09 16:10:57,510: train/s2s : 0.2371
644
- INFO:2024-06-09 16:10:57,510: train/learning_rate: 0.0005
645
- INFO:2024-06-09 16:10:57,510: eval/ctc : -0.3789
646
- INFO:2024-06-09 16:10:57,510: eval/s2s : 0.1705
647
- INFO:2024-06-09 16:10:57,511: eval/loss : -0.2084
648
- INFO:2024-06-09 16:10:57,511: eval/wer : 0.2027
649
- INFO:2024-06-09 16:10:57,511: eval/acc : 0.9522
650
- INFO:2024-06-09 16:25:17,566: --- epoch 10 ---
651
- INFO:2024-06-09 16:25:17,567: train/loss : -0.0570
652
- INFO:2024-06-09 16:25:17,567: train/ctc : -0.2890
653
- INFO:2024-06-09 16:25:17,567: train/s2s : 0.2320
654
- INFO:2024-06-09 16:25:17,568: train/learning_rate: 0.0005
655
- INFO:2024-06-09 16:25:17,568: eval/ctc : -0.3711
656
- INFO:2024-06-09 16:25:17,568: eval/s2s : 0.1701
657
- INFO:2024-06-09 16:25:17,568: eval/loss : -0.2010
658
- INFO:2024-06-09 16:25:17,572: eval/wer : 0.1988
659
- INFO:2024-06-09 16:25:17,572: eval/acc : 0.9526
660
- ERROR:2024-06-09 16:25:17,972: Error during git operations: Command '['git', 'add', 'checkpoint/epoch_00010.pth']' returned non-zero exit status 128.
661
- INFO:2024-06-09 16:39:35,727: --- epoch 11 ---
662
- INFO:2024-06-09 16:39:35,727: train/loss : -0.0657
663
- INFO:2024-06-09 16:39:35,727: train/ctc : -0.2945
664
- INFO:2024-06-09 16:39:35,728: train/s2s : 0.2288
665
- INFO:2024-06-09 16:39:35,728: train/learning_rate: 0.0005
666
- INFO:2024-06-09 16:39:35,729: eval/ctc : -0.3940
667
- INFO:2024-06-09 16:39:35,729: eval/s2s : 0.1617
668
- INFO:2024-06-09 16:39:35,729: eval/loss : -0.2323
669
- INFO:2024-06-09 16:39:35,729: eval/wer : 0.1950
670
- INFO:2024-06-09 16:39:35,730: eval/acc : 0.9533