NVIDIA-Merlin/HierarchicalKV

HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of Merlin-KV 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.

CudaStarlarkSmartyPythonC++CMakegpucudarecommender-systemhashtabledynamic-embedding
This is stars and forks stats for /NVIDIA-Merlin/HierarchicalKV repository. As of 29 Apr, 2024 this repository has 78 stars and 16 forks.

NVIDIA HierarchicalKV(Beta) About 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-embedding) on high-bandwidth memory (HBM) of GPUs and in host memory. You can also use the library for generic key-value storage. Benefits When building large recommender systems, machine learning (ML) engineers face the following challenges: GPUs are needed, but HBM on...
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