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Support iterable / webdataset #23

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richardrl opened this issue Apr 17, 2024 · 1 comment
Open

Support iterable / webdataset #23

richardrl opened this issue Apr 17, 2024 · 1 comment

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@richardrl
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What would be required to make this work for very large video sets? Would it be some integration with web dataset?

@RaivoKoot
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Depends how large. in general your dataset can be as big as you want. I've used the code with a video dataset where the videos totalled 1.5 terrabyte. However, those 1.5 terrabyte did fit on my local disk. Once your dataset is too big to fit on a single machine or if you want to do multi-node training you would have to make some changes to the code to support this somehow.

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