NVIDIA-Merlin / HierarchicalKV

HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.

Date Created 2022-06-15 (2 years ago)

Commits 193 (last one about a month ago)

Stargazers 137 (0 this week)

Watchers 19 (0 this week)

Forks 27

License apache-2.0

Ranking

RepositoryStats indexes 608,712 repositories, of these NVIDIA-Merlin/HierarchicalKV is ranked #240,451 (60th percentile) for total stargazers, and #117,644 for total watchers. Github reports the primary language for this repository as Cuda, for repositories using this language it is ranked #144/364.

NVIDIA-Merlin/HierarchicalKV is also tagged with popular topics, for these it's ranked: gpu (#533/934), cuda (#364/672), recommender-system (#133/272)

Other Information

NVIDIA-Merlin/HierarchicalKV has 6 open pull requests on Github, 146 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 20 closed issues.

All Topics

gpu cuda hashtable key-value-store dynamic-embedding embedding-storage recommender-system

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Recent Commit History

193 commits on the default branch (master) since jan '22

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Languages

The primary language is Cuda but there's also others...

updated: 2025-01-23 @ 02:19am, id: 503946508 / R_kgDOHgmdDA