Fix neighbourlist gradient calculation on CPU #91
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This aims to fix #84
Adding
distances.clone()
(copying the existingdeltas.clone()
) stops autograd complaining about the in-place operation when using pytorch==1.13.Also changed the
test_neighbor_grad
test so that it runs on CPU and GPU separately (so it can run on Github Actions CI) and compares the NNPOps gradients with reference gradients calculated using pytorch autograd.