FP32 Autovec Final Optimization #2586
Open
Conversation
This file contains 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
crystalrchen
commented
May 13, 2024
crystalrchen
commented
- Verified that FP32 implementation passes unit tests
- Created FP32 RowWiseSparse function (EmbeddingSpMDMRowWiseSparse_autovec)
- Optimized FP32 Autovec Function (EmbeddingSpMDM_autovec):
- #pragma omp tile size (tile_size = 4)
- cache prefetching (max_initial_prefetch_row = 8)
- #pragma omp simd
- Implemented switching logic for usage of the autovec environment variable for both EmbeddingSpMDM_ref/autovec and EmbeddingSpMDMRowWiseSparse_ref/autovec
✅ Deploy Preview for pytorch-fbgemm-docs ready!
To edit notification comments on pull requests, go to your Netlify site configuration. |
crystalrchen
force-pushed
the
FP32-autovec-final
branch
from
73642ed
to
f989f44
Compare
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Outdated suggestions cannot be applied.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.