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Reduce memory requirement while precessing the data #26

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hsajjad opened this issue Nov 1, 2017 · 0 comments
Open

Reduce memory requirement while precessing the data #26

hsajjad opened this issue Nov 1, 2017 · 0 comments

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@hsajjad
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hsajjad commented Nov 1, 2017

Hi, is there any easy way to fix the memory hungry step during the pre-processing of the data? I guess this command is the culprit.
output_chars[split] = torch.ones(split_counts[split], max_word_l):long()

I have 40M sentences of data and it requires more than 200GB of RAM

Cheers - Hassan
@hsajjad hsajjad changed the title Anyway to reduce memory requirement while precessing the data Reduce memory requirement while precessing the data Nov 1, 2017
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