[ET-VK] Add ANY_STORAGE support to embedding#18273
Merged
SS-JIA merged 4 commits intogh/SS-JIA/473/origfrom Mar 18, 2026
Merged
[ET-VK] Add ANY_STORAGE support to embedding#18273SS-JIA merged 4 commits intogh/SS-JIA/473/origfrom
SS-JIA merged 4 commits intogh/SS-JIA/473/origfrom
Conversation
Modernize embedding to support ANY_STORAGE. Add buffer and texture shader variants using BufferMetadata/TextureMetadata with indexing.glslh. Unify new dispatch path with add_storage_type_suffix and graph.meta_ubo(). Legacy channels-packed texture path retained for backward compatibility. Pull Request resolved: #18057 ghstack-source-id: 353546689 @exported-using-ghexport Differential Revision: [D95970161](https://our.internmc.facebook.com/intern/diff/D95970161/)
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/18273
Note: Links to docs will display an error until the docs builds have been completed. This comment was automatically generated by Dr. CI and updates every 15 minutes. |
added 3 commits
March 17, 2026 21:51
Modernize argmax and argmin to support ANY_STORAGE via the add_reduce_per_row_node dispatch path. Buffer shader uses BufferMetadata with indexing.glslh. Custom workgroup sizing retained for cooperative row-reduction algorithm with shared memory. Pull Request resolved: #18058 ghstack-source-id: 353546687 @exported-using-ghexport Differential Revision: [D95970165](https://our.internmc.facebook.com/intern/diff/D95970165/)
Pull Request resolved: #18059 Add missing operators needed for Parakeet TDT model support: - New symint ops: sym_sub, sym_floordiv, sym_mul in SymIntOps.cpp; register operator.floordiv and operator.mul as ephemeral ops in op_registry.py - New tensor ops: bitwise_not (via unary_op shader with uint8 DTYPE), logical_and (alias for bitwise_and dispatch) - Improve _to_copy: expand dtype support to FP_INT_BOOL_T and use pick_io_storage_fn to restrict to CONTIGUOUS_BUFFER for non-fp conversions - Fix where resize: compute output shape via broadcast across all tensor inputs instead of always using the second input's shape - Add symint support to split: use extract_int_or_symint_list instead of get_int_list in resize_split_node and split_with_sizes_copy_default - Mark scalar_tensor as supporting resize ghstack-source-id: 353546692 @exported-using-ghexport Differential Revision: [D95970159](https://our.internmc.facebook.com/intern/diff/D95970159/)
…linear ops Pull Request resolved: #18061 Wire bias through the q4gsw and dq8ca_q4gsw quantized linear operators. Add add_bias_to_out_tile() helper in the output tile computation header and call it from all three shader variants (tiled, coop, dq8ca_tiled). Remove the bias guard in the pattern matcher to allow biased linear layers. ghstack-source-id: 353546681 @exported-using-ghexport Differential Revision: [D95970172](https://our.internmc.facebook.com/intern/diff/D95970172/)
SS-JIA
approved these changes
Mar 18, 2026
meta-cla
bot
added
the
CLA Signed
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
2 participants
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 PR was created by the merge bot to help merge the original PR into the main branch.
ghstack PR number: #18057 by @SS-JIA
^ Please use this as the source of truth for the PR details, comments, and reviews
ghstack PR base: https://github.com/pytorch/executorch/tree/gh/SS-JIA/474/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/SS-JIA/474/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/gh/SS-JIA/473/orig
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/SS-JIA/474/orig
Differential Revision: D95970161
@diff-train-skip-merge