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train with different learning_rate_constant, but got similar train & dev loss, also similar test bleu #1799

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Zminghua opened this issue Mar 11, 2020 · 0 comments

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@Zminghua
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@Zminghua Zminghua commented Mar 11, 2020

I download Arabic-Chinese parallel corpus from opus as train data and xnli as dev & test data, apply sentencepiece to encode raw text into sentence pieces/ids, then train arabic-to-chinese translation model with learning_rate_constant=2 and learning_rate_constant=3, and keep other parameters default. However, I got similar results, including train loss, dev loss, and test bleu. Any idea or suggestion for this? Thanks!

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