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Support for multi-batch processing in torchsearchsorted #10

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mihaimorariu opened this issue Jan 25, 2021 · 0 comments
Open
1 task

Support for multi-batch processing in torchsearchsorted #10

mihaimorariu opened this issue Jan 25, 2021 · 0 comments
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feature New feature request low priority Low priority items size-XS Very small item (a few hours to 1-2 days of work)
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pynif3d

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@mihaimorariu
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The implementation of torchsearchsorted that is currently being used does not support multi-batch processing. A for loop in currently being used in NeRF training for handling a batch size larger than one, but that significantly slows down the training process. This needs to be fixed.

Tasks to be completed

  • TODO

Definition of Done
Training NeRF with batch size > 1 yields similar PSNR on the evaluation set after removing the for loop and replacing it with a multi-batch-based torchsearchsorted.
@mihaimorariu mihaimorariu transferred this issue from another repository Aug 17, 2021
@mihaimorariu mihaimorariu added this to Backlog in pynif3d Aug 17, 2021
@mihaimorariu mihaimorariu added feature New feature request low priority Low priority items size-XS Very small item (a few hours to 1-2 days of work) labels Aug 17, 2021
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feature New feature request low priority Low priority items size-XS Very small item (a few hours to 1-2 days of work)
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