Add torch.vmap/functorch support for all autograd.Function classes#9
Open
DutchErwin wants to merge 2 commits into
Open
Add torch.vmap/functorch support for all autograd.Function classes#9DutchErwin wants to merge 2 commits into
DutchErwin wants to merge 2 commits into
Conversation
added 2 commits
December 9, 2025 00:32
- Convert all 8 torch.autograd.Function classes to functorch-compatible pattern - Add setup_context() and vmap() staticmethods to each class - Fix tensor contiguity issues for Triton/CUDA kernels - Update causal-conv1d API calls for latest version - Add comprehensive test suite for vmap compatibility Converted classes: - ChunkStateFn (ssd_chunk_state.py) - StatePassingFn (ssd_state_passing.py) - LayerNormFn gated (layernorm_gated.py) - ChunkScanFn (ssd_chunk_scan.py) - LayerNormFn full (layer_norm.py) - MambaChunkScanCombinedFn (ssd_combined.py) - LayerNormLinearFn (layer_norm.py) - MambaSplitConv1dScanCombinedFn (ssd_combined.py)
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Converted classes: