rhdong

RFC: Sparse Domain Isolation for Supporting large-scale Sparse Weights Training.

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# Sparse Domain Isolation for supporting large-scale Recommender Systems. | Status | Draft | :-------------- |:---------------------------------------------------- | | **Author(s)** | Haidong Rong ([email protected]) Yafei Zhang([email protected]) Jiandong Wang([email protected]) Chuan Cheng([email protected]) |...

dead lock when using keys of int64 converted from int32

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``` #include "random" #include "hierarchical_kv/merlin_hashtable.cuh" using K = uint64_t; using S = uint64_t; using V = float; using MerlinHashTable = nv::merlin::HashTable; using TableOption = nv::merlin::HashTableOptions; using namespace nv::merlin; using namespace...

- Need to provide additional API for basic insert and find - Complete the operations in as few kernels as possible

https://github.com/NVIDIA-Merlin/HierarchicalKV/issues/55#tasklist-block-cefda010-b8d4-4ea9-876e-7335742e9d4e

[FEA] support of prefiltered brute force

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- This PR is one part of the feature of #1969 - Add the API of 'search_with_filtering' for brute force. Authors: - James Rong (https://github.com/rhdong) ```shell ***WARNING*** CPU scaling is...

- distance supports half-float - SDDMM support half-float - gemm supports multi-type compose - transpose & copy support half - random supports half

[FEA] Support for half-float mixed precise in brute-force

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- distance supports half-float mixed precision - prefiltered_brute_force supports half - migrate the ann brute force test cases and support half