Fix bug which causes score method to ignore BERTScorer object's batch_size attribute#191
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gpetho wants to merge 2 commits into
Open
Fix bug which causes score method to ignore BERTScorer object's batch_size attribute#191gpetho wants to merge 2 commits into
score method to ignore BERTScorer object's batch_size attribute#191gpetho wants to merge 2 commits into
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There is a bug in the
score()method's code: Abatch_sizeattribute can be specified for theBERTScorerobject, but this setting is ignored by thescore()method currently. In fact this attribute of theBERTScorerobject has no effect at all.The proposed fix is that if a
batch_sizeargument is not specified explicitly for thescore()method, then the value of theBERTScorerobject'sbatch_sizeattribute is used for calculating the embeddings.Another possibility would be to remove the
batch_sizeattribute and, along with it, thebatch_sizeparameter of theBERTScorerclass and its initializer method respectively, just like it was apparently done forverboseandreturn_hashearlier (I fixed the docstrings and removed these outdated parameters), but this would modify the interface of the class and thus break backward compatibility, so I'd rather not do that. I believe it's better to fix the bug instead.Note: This bug is no joke. I just lost some 3 or 4 hours of time because of it, trying to understand why BERTScore keeps running out of GPU RAM despite my having set batch size to 1, before it occurred to me that I should check if there's maybe some bug in the code.