pynif3d
pynif3d copied to clipboard
Support for multi-batch processing in torchsearchsorted
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
.