[torch] Add decomposition for aten._foreach_lerp.List#4502
Draft
BruceXinXin wants to merge 1 commit intollvm:mainfrom
Draft
[torch] Add decomposition for aten._foreach_lerp.List#4502BruceXinXin wants to merge 1 commit intollvm:mainfrom
BruceXinXin wants to merge 1 commit intollvm:mainfrom
Conversation
Decompose `aten._foreach_lerp.List` into element-wise `aten.lerp.Tensor` operations. The decomposition unpacks the three input tensor lists (self, tensors1, weights), applies `aten.lerp.Tensor` to each corresponding triple, and repacks the results into a list. Changes: - Add ODS definition for `Aten_ForeachLerpListOp` - Add `torch_ods_gen.py` entry for `aten::_foreach_lerp.List` - Add `DecomposeAten_ForeachLerpListOp` pattern in DecomposeComplexOps - Add lit test for the decomposition
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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
[torch] Add decomposition for
aten._foreach_lerp.ListSummary
This PR adds support for decomposing
aten._foreach_lerp.Listinto element-wiseaten.lerp.Tensoroperations.aten::_foreach_lerp.Listtakes three tensor lists (self,tensors1,weights) and computeslerp(self[i], tensors1[i], weights[i])for each element. The decomposition unpacks the lists viaPrimListConstructOp, appliesaten.lerp.Tensorto each corresponding triple, and repacks the results.Changes
Torch_Aten_ForeachLerpListOpODS definition withHasValueSemanticsandReadOnlytraits.aten::_foreach_lerp.List : (Tensor[], Tensor[], Tensor[]) -> (Tensor[]).DecomposeAten_ForeachLerpListOprewrite pattern that decomposes the foreach op into per-elementaten.lerp.Tensorcalls, with validation that all three input lists have matching sizes.sub/mul/addsequence (fromlerp.Tensorlowering) and finalprim.ListConstruct.