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traderpedroso
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AuxiliaryASR

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traderpedroso commited on
Commit
533c844
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1 Parent(s): f3d74ea

Francisco + Antonio + bia + Paulo 5epoch

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Files changed (14) hide show
  1. config.yml +27 -0
  2. finetune first.pth +3 -0
  3. finetune second.pth +3 -0
  4. finetune.pth +1 -1
  5. tensorboard/events.out.tfevents.1717885598.eeab625902bd.5379.0 +3 -0
  6. tensorboard/events.out.tfevents.1717886058.eeab625902bd.7430.0 +3 -0
  7. tensorboard/events.out.tfevents.1717887294.eeab625902bd.12743.0 +3 -0
  8. tensorboard/events.out.tfevents.1717887391.eeab625902bd.13226.0 +3 -0
  9. tensorboard/events.out.tfevents.1717887617.eeab625902bd.14254.0 +3 -0
  10. tensorboard/events.out.tfevents.1717888248.eeab625902bd.16897.0 +3 -0
  11. tensorboard/events.out.tfevents.1717888293.eeab625902bd.17164.0 +3 -0
  12. tensorboard/events.out.tfevents.1717890277.eeab625902bd.25742.0 +3 -0
  13. tensorboard/events.out.tfevents.1717891202.eeab625902bd.29967.0 +3 -0
  14. train.log +243 -0
config.yml ADDED
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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: 30
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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 23:14:40,498: train/s2s : 0.3246
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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/ctc : -0.2577
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+ INFO:2024-06-08 23:14:40,499: eval/s2s : 0.1817
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+ INFO:2024-06-08 23:14:40,499: eval/loss : -0.0760
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+ INFO:2024-06-08 23:14:40,499: eval/wer : 0.2128
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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 23:17:15,878: train/loss : 0.0766
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+ INFO:2024-06-08 23:17:15,879: train/ctc : -0.1767
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+ INFO:2024-06-08 23:17:15,879: train/s2s : 0.2533
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+ INFO:2024-06-08 23:17:15,879: train/learning_rate: 0.0005
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+ INFO:2024-06-08 23:17:15,880: eval/ctc : -0.3163
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+ INFO:2024-06-08 23:17:15,880: eval/s2s : 0.1520
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+ INFO:2024-06-08 23:17:15,881: eval/loss : -0.1643
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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 23:21:57,114: train/s2s : 0.2111
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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 23:24:21,183: train/s2s : 0.1961
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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 23:24:21,185: eval/ctc : -0.3924
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+ INFO:2024-06-08 23:24:21,185: eval/s2s : 0.1166
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+ INFO:2024-06-08 23:24:21,185: eval/loss : -0.2759
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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 23:26:43,517: train/ctc : -0.2887
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+ INFO:2024-06-08 23:26:43,517: train/s2s : 0.1869
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+ INFO:2024-06-08 23:26:43,518: train/learning_rate: 0.0005
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+ INFO:2024-06-08 23:26:43,518: eval/ctc : -0.4009
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+ INFO:2024-06-08 23:26:43,518: eval/s2s : 0.1070
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+ INFO:2024-06-08 23:26:43,518: eval/loss : -0.2939
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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 23:29:01,022: train/loss : -0.1239
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+ INFO:2024-06-08 23:29:01,023: train/ctc : -0.3023
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+ INFO:2024-06-08 23:29:01,024: train/s2s : 0.1784
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+ INFO:2024-06-08 23:29:01,024: train/learning_rate: 0.0004
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+ INFO:2024-06-08 23:29:01,024: eval/ctc : -0.4216
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+ INFO:2024-06-08 23:29:01,025: eval/s2s : 0.1083
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+ INFO:2024-06-08 23:29:01,026: eval/acc : 0.9698
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+ INFO:2024-06-08 23:47:38,042: --- epoch 1 ---
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+ INFO:2024-06-08 23:47:38,043: train/learning_rate: 0.0005
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+ INFO:2024-06-08 23:47:38,045: eval/acc : 0.9510
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+ INFO:2024-06-08 23:50:15,181: --- epoch 2 ---
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+ INFO:2024-06-08 23:50:15,183: train/ctc : -0.1861
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+ INFO:2024-06-08 23:50:15,185: eval/acc : 0.9575
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+ INFO:2024-06-08 23:52:42,005: --- epoch 3 ---
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+ INFO:2024-06-08 23:55:14,048: --- epoch 4 ---
102
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103
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+ INFO:2024-06-08 23:57:35,170: --- epoch 5 ---
112
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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.
122
+ INFO:2024-06-09 00:07:45,807: --- epoch 1 ---
123
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+ INFO:2024-06-09 00:14:01,476: --- epoch 2 ---
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+ INFO:2024-06-09 00:20:06,011: --- epoch 3 ---
143
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+ INFO:2024-06-09 00:26:13,793: --- epoch 4 ---
153
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+ INFO:2024-06-09 00:32:10,427: --- epoch 5 ---
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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.
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+ INFO:2024-06-09 00:38:07,374: --- epoch 6 ---
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+ INFO:2024-06-09 00:38:07,376: eval/ctc : -0.2797
179
+ INFO:2024-06-09 00:38:07,376: eval/s2s : 0.1872
180
+ INFO:2024-06-09 00:38:07,377: eval/loss : -0.0925
181
+ INFO:2024-06-09 00:38:07,380: eval/wer : 0.2305
182
+ INFO:2024-06-09 00:38:07,380: eval/acc : 0.9473
183
+ INFO:2024-06-09 00:44:19,880: --- epoch 7 ---
184
+ INFO:2024-06-09 00:44:19,881: train/loss : 0.0381
185
+ INFO:2024-06-09 00:44:19,881: train/ctc : -0.2113
186
+ INFO:2024-06-09 00:44:19,881: train/s2s : 0.2494
187
+ INFO:2024-06-09 00:44:19,882: train/learning_rate: 0.0004
188
+ INFO:2024-06-09 00:44:19,882: eval/ctc : -0.2904
189
+ INFO:2024-06-09 00:44:19,882: eval/s2s : 0.1855
190
+ INFO:2024-06-09 00:44:19,882: eval/loss : -0.1050
191
+ INFO:2024-06-09 00:44:19,882: eval/wer : 0.2329
192
+ INFO:2024-06-09 00:44:19,883: eval/acc : 0.9483
193
+ INFO:2024-06-09 00:50:27,540: --- epoch 8 ---
194
+ INFO:2024-06-09 00:50:27,541: train/loss : 0.0176
195
+ INFO:2024-06-09 00:50:27,542: train/ctc : -0.2229
196
+ INFO:2024-06-09 00:50:27,542: train/s2s : 0.2405
197
+ INFO:2024-06-09 00:50:27,543: train/learning_rate: 0.0004
198
+ INFO:2024-06-09 00:50:27,543: eval/ctc : -0.3043
199
+ INFO:2024-06-09 00:50:27,543: eval/s2s : 0.1760
200
+ INFO:2024-06-09 00:50:27,543: eval/loss : -0.1283
201
+ INFO:2024-06-09 00:50:27,544: eval/wer : 0.2255
202
+ INFO:2024-06-09 00:50:27,544: eval/acc : 0.9510
203
+ INFO:2024-06-09 00:56:37,753: --- epoch 9 ---
204
+ INFO:2024-06-09 00:56:37,754: train/loss : 0.0025
205
+ INFO:2024-06-09 00:56:37,754: train/ctc : -0.2320
206
+ INFO:2024-06-09 00:56:37,754: train/s2s : 0.2345
207
+ INFO:2024-06-09 00:56:37,754: train/learning_rate: 0.0004
208
+ INFO:2024-06-09 00:56:37,754: eval/ctc : -0.3153
209
+ INFO:2024-06-09 00:56:37,755: eval/s2s : 0.1692
210
+ INFO:2024-06-09 00:56:37,755: eval/loss : -0.1461
211
+ INFO:2024-06-09 00:56:37,755: eval/wer : 0.2242
212
+ INFO:2024-06-09 00:56:37,755: eval/acc : 0.9522
213
+ INFO:2024-06-09 01:02:37,615: --- epoch 10 ---
214
+ INFO:2024-06-09 01:02:37,615: train/loss : -0.0110
215
+ INFO:2024-06-09 01:02:37,616: train/ctc : -0.2378
216
+ INFO:2024-06-09 01:02:37,616: train/s2s : 0.2269
217
+ INFO:2024-06-09 01:02:37,617: train/learning_rate: 0.0004
218
+ INFO:2024-06-09 01:02:37,617: eval/ctc : -0.3165
219
+ INFO:2024-06-09 01:02:37,617: eval/s2s : 0.1637
220
+ INFO:2024-06-09 01:02:37,617: eval/loss : -0.1528
221
+ INFO:2024-06-09 01:02:37,618: eval/wer : 0.2211
222
+ INFO:2024-06-09 01:02:37,618: eval/acc : 0.9542
223
+ 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
226
+ INFO:2024-06-09 01:08:39,019: train/ctc : -0.2522
227
+ INFO:2024-06-09 01:08:39,019: train/s2s : 0.2199
228
+ INFO:2024-06-09 01:08:39,020: train/learning_rate: 0.0004
229
+ INFO:2024-06-09 01:08:39,020: eval/ctc : -0.3451
230
+ INFO:2024-06-09 01:08:39,020: eval/s2s : 0.1556
231
+ INFO:2024-06-09 01:08:39,020: eval/loss : -0.1895
232
+ INFO:2024-06-09 01:08:39,020: eval/wer : 0.2228
233
+ INFO:2024-06-09 01:08:39,020: eval/acc : 0.9557
234
+ INFO:2024-06-09 01:14:44,024: --- epoch 12 ---
235
+ INFO:2024-06-09 01:14:44,024: train/loss : -0.0531
236
+ INFO:2024-06-09 01:14:44,025: train/ctc : -0.2664
237
+ INFO:2024-06-09 01:14:44,025: train/s2s : 0.2134
238
+ INFO:2024-06-09 01:14:44,026: train/learning_rate: 0.0003
239
+ INFO:2024-06-09 01:14:44,026: eval/ctc : -0.3392
240
+ INFO:2024-06-09 01:14:44,026: eval/s2s : 0.1589
241
+ INFO:2024-06-09 01:14:44,027: eval/loss : -0.1803
242
+ INFO:2024-06-09 01:14:44,027: eval/wer : 0.2258
243
+ INFO:2024-06-09 01:14:44,027: eval/acc : 0.9558