Training/train_log.txt

epoch: 1, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 2.16 - valid loss: 6.31e-01, valid CER: 17.94, valid WER: 61.08
epoch: 2, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 7.60e-01 - valid loss: 4.76e-01, valid CER: 13.59, valid WER: 49.70
epoch: 3, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 5.88e-01 - valid loss: 4.04e-01, valid CER: 11.77, valid WER: 43.35
epoch: 4, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 4.97e-01 - valid loss: 3.75e-01, valid CER: 10.61, valid WER: 39.29
epoch: 5, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 4.29e-01 - valid loss: 3.71e-01, valid CER: 10.15, valid WER: 37.38
epoch: 6, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 3.81e-01 - valid loss: 3.54e-01, valid CER: 9.54, valid WER: 35.23
epoch: 7, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 3.39e-01 - valid loss: 3.41e-01, valid CER: 8.98, valid WER: 33.48
epoch: 8, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 3.08e-01 - valid loss: 3.57e-01, valid CER: 8.80, valid WER: 32.41
epoch: 9, lr_model: 8.00e-01, lr_wav2vec: 9.00e-05 - train loss: 2.70e-01 - valid loss: 3.46e-01, valid CER: 8.47, valid WER: 31.33
epoch: 10, lr_model: 8.00e-01, lr_wav2vec: 9.00e-05 - train loss: 2.45e-01 - valid loss: 3.64e-01, valid CER: 8.30, valid WER: 30.31
epoch: 11, lr_model: 6.40e-01, lr_wav2vec: 8.10e-05 - train loss: 2.17e-01 - valid loss: 3.43e-01, valid CER: 8.00, valid WER: 29.91
epoch: 12, lr_model: 6.40e-01, lr_wav2vec: 8.10e-05 - train loss: 1.98e-01 - valid loss: 3.68e-01, valid CER: 7.93, valid WER: 29.49
epoch: 13, lr_model: 5.12e-01, lr_wav2vec: 7.29e-05 - train loss: 1.75e-01 - valid loss: 3.94e-01, valid CER: 7.78, valid WER: 29.09
epoch: 14, lr_model: 4.10e-01, lr_wav2vec: 6.56e-05 - train loss: 1.58e-01 - valid loss: 3.94e-01, valid CER: 7.75, valid WER: 28.90
epoch: 15, lr_model: 3.28e-01, lr_wav2vec: 5.90e-05 - train loss: 1.37e-01 - valid loss: 4.13e-01, valid CER: 7.64, valid WER: 28.39
epoch: 16, lr_model: 2.62e-01, lr_wav2vec: 5.31e-05 - train loss: 1.25e-01 - valid loss: 3.95e-01, valid CER: 7.48, valid WER: 27.94
epoch: 17, lr_model: 2.62e-01, lr_wav2vec: 5.31e-05 - train loss: 1.20e-01 - valid loss: 4.12e-01, valid CER: 7.36, valid WER: 27.73
epoch: 18, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 1.03e-01 - valid loss: 4.31e-01, valid CER: 7.44, valid WER: 27.69
epoch: 19, lr_model: 1.68e-01, lr_wav2vec: 4.30e-05 - train loss: 9.82e-02 - valid loss: 4.35e-01, valid CER: 7.28, valid WER: 27.08
epoch: 20, lr_model: 1.34e-01, lr_wav2vec: 3.87e-05 - train loss: 8.78e-02 - valid loss: 4.42e-01, valid CER: 7.27, valid WER: 27.18
epoch: 21, lr_model: 1.07e-01, lr_wav2vec: 3.49e-05 - train loss: 8.27e-02 - valid loss: 4.72e-01, valid CER: 7.16, valid WER: 26.79
epoch: 22, lr_model: 8.59e-02, lr_wav2vec: 3.14e-05 - train loss: 7.39e-02 - valid loss: 4.88e-01, valid CER: 7.03, valid WER: 26.28
epoch: 23, lr_model: 6.87e-02, lr_wav2vec: 2.82e-05 - train loss: 7.24e-02 - valid loss: 4.92e-01, valid CER: 6.95, valid WER: 26.03
epoch: 24, lr_model: 5.50e-02, lr_wav2vec: 2.54e-05 - train loss: 6.76e-02 - valid loss: 4.80e-01, valid CER: 6.89, valid WER: 26.11
epoch: 25, lr_model: 5.50e-02, lr_wav2vec: 2.54e-05 - train loss: 6.21e-02 - valid loss: 5.01e-01, valid CER: 6.88, valid WER: 25.88
epoch: 26, lr_model: 4.40e-02, lr_wav2vec: 2.29e-05 - train loss: 5.94e-02 - valid loss: 4.89e-01, valid CER: 6.90, valid WER: 26.08
epoch: 27, lr_model: 4.40e-02, lr_wav2vec: 2.29e-05 - train loss: 5.54e-02 - valid loss: 5.09e-01, valid CER: 6.87, valid WER: 26.04
epoch: 28, lr_model: 3.52e-02, lr_wav2vec: 2.06e-05 - train loss: 5.55e-02 - valid loss: 5.01e-01, valid CER: 6.76, valid WER: 25.67
epoch: 29, lr_model: 3.52e-02, lr_wav2vec: 2.06e-05 - train loss: 5.44e-02 - valid loss: 5.10e-01, valid CER: 6.72, valid WER: 25.62
epoch: 30, lr_model: 2.81e-02, lr_wav2vec: 1.85e-05 - train loss: 5.01e-02 - valid loss: 5.29e-01, valid CER: 6.71, valid WER: 25.50
Epoch loaded: 30 - test loss: 5.24e-01, test CER: 6.57, test WER: 24.92
Epoch loaded: 30 - test loss: 5.24e-01, test CER: 6.57, test WER: 24.92
Epoch loaded: 30 - test loss: 5.24e-01, test CER: 6.57, test WER: 24.92