RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Splitting the Bitset code into a .hpp and .cuh header allow the declaration of ann::search_with_filters with a bitset_filter to be made without using CUDA code in headers.
This is useful for cuVS where the headers ivf_pq.hpp need to declare search_with_filter and stay CUDA-free.
cjnolet
commented
4 months ago
Splitting the Bitset code into a
.hppand.cuhheader allow the declaration ofann::search_with_filterswith abitset_filterto be made without using CUDA code in headers. This is useful for cuVS where the headersivf_pq.hppneed to declaresearch_with_filterand stay CUDA-free.