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CAGRA-Q search #2206

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merged 36 commits into from
Mar 21, 2024
Merged

CAGRA-Q search #2206

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35f2971
Rebase the PR to enable CI
enp1s0 Mar 18, 2024
dab54e0
Fix broken usage of index.dataset() and the like after the merge of t…
achirkin Mar 18, 2024
22709e2
Add explicit instantiations for IVF-PQ search kernels used in tests (…
tfeher Mar 18, 2024
80c45f1
Fix style errors
achirkin Mar 18, 2024
49b6b61
Add explicit instantiations for IVF-PQ search kernels used in tests (…
tfeher Mar 18, 2024
2c02881
Merge branch 'branch-24.04' into cagra-q
achirkin Mar 18, 2024
a69f66d
Add uint32 VPQ test
enp1s0 Mar 19, 2024
2d35446
Update VPQ test
enp1s0 Mar 19, 2024
711d3d8
Merge branch 'branch-24.04' into cagra-q
achirkin Mar 19, 2024
678f767
Cleanup the tests a little bit, add a sanity check for the index type
achirkin Mar 19, 2024
09db075
Update cpp/include/raft/neighbors/detail/cagra/compute_distance.hpp
achirkin Mar 19, 2024
4eca385
Output an error message if multi_kernel and vpq are specified
enp1s0 Mar 19, 2024
d321873
Use a raft helper for ceiling division
achirkin Mar 19, 2024
11f9350
Move the instance macro to a separate header to reduce the codesize
achirkin Mar 19, 2024
3ff9382
Merge branch 'branch-24.04' into cagra-q
achirkin Mar 19, 2024
38a8bf2
Use TxN_t
enp1s0 Mar 19, 2024
cda2cb8
Fix incorrect addressing using TxN_t
achirkin Mar 19, 2024
ff7d3b2
Merge branch 'branch-24.04' into cagra-q
achirkin Mar 19, 2024
103b9c0
Fix typo
enp1s0 Mar 20, 2024
1fb7c36
Fix VPQ search params validation
enp1s0 Mar 20, 2024
89aa91e
Add dim size validation
enp1s0 Mar 20, 2024
daf4f08
Fix VPQ similarity computation for large dim
enp1s0 Mar 20, 2024
38ab2bd
Update CAGRA VPQ test
enp1s0 Mar 20, 2024
15afe26
Merge branch 'branch-24.04' into cagra-q
enp1s0 Mar 20, 2024
5174811
Update cpp/include/raft/neighbors/detail/cagra/cagra_search.cuh
enp1s0 Mar 20, 2024
16ddb13
Remove redundant team-size and dataset-block-dim parameters from the …
achirkin Mar 20, 2024
317c67f
Mark the strided_dataset::view as deleted (pure virtual) to avoid lin…
achirkin Mar 20, 2024
59033c7
Fix the instances in the tests as well
achirkin Mar 20, 2024
6567186
Fix a bug in VPQ similarity compute
enp1s0 Mar 20, 2024
ecb896c
Disable implicit template instantiations for vpq tests
tfeher Mar 20, 2024
1308c61
cagra-vpq enable instantiation of int64 kernels
tfeher Mar 20, 2024
6d663ae
Correct copyright year
tfeher Mar 20, 2024
0e29876
Update query copy from dmem to smem
enp1s0 Mar 20, 2024
31b6982
Merge branch 'cagra-q' of github.com:enp1s0/raft into cagra-q
enp1s0 Mar 20, 2024
6ebb99e
Fix query mapping type and usage of a macro that is not available on …
achirkin Mar 20, 2024
b2cdb6d
Set pq_len=2 as default, do not allow different pq_len for search
tfeher Mar 21, 2024
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96 changes: 96 additions & 0 deletions cpp/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -372,6 +372,102 @@ if(RAFT_COMPILE_LIBRARY)
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/ivf_flat_interleaved_scan_float_float_int64_t.cu
src/neighbors/detail/ivf_flat_interleaved_scan_half_half_int64_t.cu
src/neighbors/detail/ivf_flat_interleaved_scan_int8_t_int32_t_int64_t.cu
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2 changes: 1 addition & 1 deletion cpp/include/raft/neighbors/dataset.hpp
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Expand Up @@ -72,7 +72,7 @@ struct strided_dataset : public dataset<IdxT> {
return static_cast<uint32_t>(v.stride(0) > 0 ? v.stride(0) : v.extent(1));
}
/** Get the view of the data. */
[[nodiscard]] virtual auto view() const noexcept -> view_type;
[[nodiscard]] virtual auto view() const noexcept -> view_type = 0;
};

template <typename DataT, typename IdxT>
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