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epoch: 1, lr_model: 9.00e-01, lr_wav2vec: 1.00e-04 - train loss: 4.44e-01 - valid loss: 5.59e-01, valid WER: 16.79 epoch: 2, lr_model: 9.00e-01, lr_wav2vec: 1.00e-04 - train loss: 3.47e-01 - valid loss: 5.29e-01, valid WER: 15.56 epoch: 3, lr_model: 9.00e-01, lr_wav2vec: 1.00e-04 - train loss: 3.13e-01 - valid loss: 5.17e-01, valid WER: 14.94 epoch: 4, lr_model: 9.00e-01, lr_wav2vec: 1.00e-04 - train loss: 2.83e-01 - valid loss: 5.17e-01, valid WER: 14.59 epoch: 5, lr_model: 7.20e-01, lr_wav2vec: 9.00e-05 - train loss: 2.53e-01 - valid loss: 5.15e-01, valid WER: 14.31 epoch: 6, lr_model: 7.20e-01, lr_wav2vec: 9.00e-05 - train loss: 2.28e-01 - valid loss: 5.31e-01, valid WER: 14.14 epoch: 7, lr_model: 5.76e-01, lr_wav2vec: 8.10e-05 - train loss: 2.02e-01 - valid loss: 5.18e-01, valid WER: 13.39 epoch: 8, lr_model: 5.76e-01, lr_wav2vec: 8.10e-05 - train loss: 1.81e-01 - valid loss: 5.69e-01, valid WER: 13.70 epoch: 9, lr_model: 4.61e-01, lr_wav2vec: 7.29e-05 - train loss: 1.58e-01 - valid loss: 5.66e-01, valid WER: 13.39 epoch: 10, lr_model: 4.61e-01, lr_wav2vec: 7.29e-05 - train loss: 1.40e-01 - valid loss: 5.80e-01, valid WER: 13.20 epoch: 11, lr_model: 3.69e-01, lr_wav2vec: 6.56e-05 - train loss: 1.23e-01 - valid loss: 6.22e-01, valid WER: 13.15 epoch: 12, lr_model: 2.95e-01, lr_wav2vec: 5.90e-05 - train loss: 1.06e-01 - valid loss: 6.44e-01, valid WER: 12.88 epoch: 13, lr_model: 2.36e-01, lr_wav2vec: 5.31e-05 - train loss: 9.25e-02 - valid loss: 6.67e-01, valid WER: 12.72 epoch: 14, lr_model: 1.89e-01, lr_wav2vec: 4.78e-05 - train loss: 8.01e-02 - valid loss: 6.82e-01, valid WER: 12.32 epoch: 15, lr_model: 1.51e-01, lr_wav2vec: 4.30e-05 - train loss: 6.77e-02 - valid loss: 7.04e-01, valid WER: 12.02 Epoch loaded: 15 - test loss: 8.37e-01, test WER: 13.15 |