epoch: 1, time: 03:17:31, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 2.31e-01 - valid loss: 1.40e-01, valid CER: 3.49, valid WER: 15.22
epoch: 2, time: 03:23:02, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 1.21e-01 - valid loss: 1.19e-01, valid CER: 2.99, valid WER: 12.90
epoch: 3, time: 03:22:42, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 9.86e-02 - valid loss: 1.09e-01, valid CER: 2.79, valid WER: 11.96
epoch: 4, time: 03:27:38, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 8.63e-02 - valid loss: 1.06e-01, valid CER: 2.64, valid WER: 11.19
epoch: 5, time: 03:30:05, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 7.85e-02 - valid loss: 1.04e-01, valid CER: 2.55, valid WER: 10.78
epoch: 6, time: 03:24:20, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 7.23e-02 - valid loss: 1.07e-01, valid CER: 2.59, valid WER: 10.83
epoch: 7, time: 34:28, lr_model: 8.00e-01, lr_wav2vec: 9.00e-05 - train loss: 6.40e-02 - valid loss: 1.00e-01, valid CER: 2.33, valid WER: 9.89
epoch: 8, time: 05:20:09, lr_model: 8.00e-01, lr_wav2vec: 9.00e-05 - train loss: 5.97e-02 - valid loss: 1.04e-01, valid CER: 2.33, valid WER: 9.81
epoch: 9, time: 05:12:53, lr_model: 6.40e-01, lr_wav2vec: 8.10e-05 - train loss: 5.35e-02 - valid loss: 9.58e-02, valid CER: 2.25, valid WER: 9.50
epoch: 10, time: 05:10:59, lr_model: 6.40e-01, lr_wav2vec: 8.10e-05 - train loss: 5.03e-02 - valid loss: 9.88e-02, valid CER: 2.19, valid WER: 9.26
epoch: 11, time: 01:20:53, lr_model: 5.12e-01, lr_wav2vec: 7.29e-05 - train loss: 4.56e-02 - valid loss: 9.52e-02, valid CER: 2.12, valid WER: 8.93
epoch: 12, time: 03:35:14, lr_model: 5.12e-01, lr_wav2vec: 7.29e-05 - train loss: 4.31e-02 - valid loss: 9.69e-02, valid CER: 2.10, valid WER: 8.91
epoch: 13, time: 03:38:26, lr_model: 4.10e-01, lr_wav2vec: 6.56e-05 - train loss: 3.92e-02 - valid loss: 9.36e-02, valid CER: 1.99, valid WER: 8.49
epoch: 14, time: 03:24:41, lr_model: 4.10e-01, lr_wav2vec: 6.56e-05 - train loss: 3.74e-02 - valid loss: 9.43e-02, valid CER: 2.05, valid WER: 8.72
epoch: 15, time: 03:28:39, lr_model: 3.28e-01, lr_wav2vec: 5.90e-05 - train loss: 3.41e-02 - valid loss: 9.55e-02, valid CER: 1.95, valid WER: 8.25
epoch: 16, time: 03:25:35, lr_model: 2.62e-01, lr_wav2vec: 5.31e-05 - train loss: 3.08e-02 - valid loss: 1.03e-01, valid CER: 1.93, valid WER: 8.21
epoch: 17, time: 03:30:17, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 2.78e-02 - valid loss: 1.01e-01, valid CER: 1.84, valid WER: 7.89
epoch: 18, time: 03:33:36, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 2.60e-02 - valid loss: 9.95e-02, valid CER: 1.85, valid WER: 7.95
epoch: 19, time: 03:33:40, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 2.48e-02 - valid loss: 1.08e-01, valid CER: 1.83, valid WER: 7.91
epoch: 20, time: 03:29:48, lr_model: 1.68e-01, lr_wav2vec: 4.30e-05 - train loss: 2.27e-02 - valid loss: 1.06e-01, valid CER: 1.79, valid WER: 7.73
Epoch loaded: 20 - test loss: 1.31e-01, test CER: 2.24, test WER: 8.98