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Support for multi-batch processing in torchsearchsorted

Open mihaimorariu opened this issue 4 years ago • 0 comments

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 avatar Jan 25 '21 04:01 mihaimorariu