Add SSD backend integration and metadata API to DramKVEmbeddingCache (#5929)#5929
Closed
lizhe-ji wants to merge 1 commit into
Closed
Add SSD backend integration and metadata API to DramKVEmbeddingCache (#5929)#5929lizhe-ji wants to merge 1 commit into
lizhe-ji wants to merge 1 commit into
Conversation
fa1da14 to
0cdbc89
Compare
lizhe-ji
pushed a commit
to lizhe-ji/FBGEMM-1
that referenced
this pull request
Jun 19, 2026
…ytorch#5929) Summary: X-link: facebookresearch/FBGEMM#2847 Integrates `DramKVEmbeddingCache` with an SSD backend by exposing metadata retrieval APIs and internal state accessors. This enables the SSD tier to track dirty memory blocks for flushing, manage cross-tier feature eviction, and allows the enrichment process to skip redundant external data source fetches for IDs already present in SSD. Differential Revision: D108959007
lizhe-ji
pushed a commit
to lizhe-ji/FBGEMM-1
that referenced
this pull request
Jun 19, 2026
…ytorch#5929) Summary: X-link: facebookresearch/FBGEMM#2847 Integrates `DramKVEmbeddingCache` with an SSD backend by exposing metadata retrieval APIs and internal state accessors. This enables the SSD tier to track dirty memory blocks for flushing, manage cross-tier feature eviction, and allows the enrichment process to skip redundant external data source fetches for IDs already present in SSD. Differential Revision: D108959007
…ytorch#5929) Summary: X-link: facebookresearch/FBGEMM#2847 Integrates `DramKVEmbeddingCache` with an SSD backend by exposing metadata retrieval APIs and internal state accessors. This enables the SSD tier to track dirty memory blocks for flushing, manage cross-tier feature eviction, and allows the enrichment process to skip redundant external data source fetches for IDs already present in SSD. Differential Revision: D108959007
0cdbc89 to
4d3d5d8
Compare
lizhe-ji
pushed a commit
to lizhe-ji/FBGEMM-1
that referenced
this pull request
Jun 23, 2026
…ytorch#5929) Summary: X-link: facebookresearch/FBGEMM#2847 Integrates `DramKVEmbeddingCache` with an SSD backend by exposing metadata retrieval APIs and internal state accessors. This enables the SSD tier to track dirty memory blocks for flushing, manage cross-tier feature eviction, and allows the enrichment process to skip redundant external data source fetches for IDs already present in SSD. Reviewed By: EddyLXJ Differential Revision: D108959007
Contributor
|
This pull request has been merged in 93221e9. |
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.
Summary:
X-link: https://github.com/facebookresearch/FBGEMM/pull/2847
Integrates
DramKVEmbeddingCachewith an SSD backend by exposing metadata retrieval APIs and internal state accessors. This enables the SSD tier to track dirty memory blocks for flushing, manage cross-tier feature eviction, and allows the enrichment process to skip redundant external data source fetches for IDs already present in SSD.Differential Revision: D108959007