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The BLEU score of translation model seems abnormal. The model doesn't seem to train effectively. #63

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njuyexiangyu opened this issue Jan 11, 2021 · 0 comments

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@njuyexiangyu
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I trained translation model with the version 'GPUs=1' of pipedream. The loss during training is all right. After 10 epochs, the loss function drops normally until it converges. But when I run 'compute_bleu_scores.py' to calculate the BLUE score, I get the score of '0.01'. The model saved in each epochs gets very low score such as '0.01', '0.04'. When I output the translated sentences directly, the translation result is obviously incorrect. The translation results can be seen in the picture. There are many ',' and '.'. I want to know what's wrong, my reason or the source code. Thank you very much!!
2021-01-11 11-14-21 的屏幕截图

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