Embed longest sentences first to tune batch size #67
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Just a suggestion, but it might help to process the longest texts first, in order to catch OOMs at the beginning of BERT-scoring, instead of at the end. This would help to quickly tune batch size to the largest possible value given your current hardware. The code is otherwise pretty optimized!
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nice work! thank you! |
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Just a suggestion, but it might help to process the longest texts first, in order to catch OOMs at the beginning of BERT-scoring, instead of at the end. This would help to quickly tune batch size to the largest possible value given your current hardware.
The code is otherwise pretty optimized!