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more memory efficient handling of augmentation #38

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ohjho opened this issue Mar 31, 2022 · 0 comments
Open

more memory efficient handling of augmentation #38

ohjho opened this issue Mar 31, 2022 · 0 comments

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@ohjho
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ohjho commented Mar 31, 2022

I have a ~200k images dataset so the augmentation step in VisionDataset.fromImageFolder will easily use up all the RAM when creating the new_ds

I currently just set augmentation=False for this big dataset, just wondering if you have plans to implement this feature in a more memory efficient way
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@ohjho