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@@ -23,7 +23,7 @@ jobs: | |
date: ${{ inputs.date }} | ||
sha: ${{ inputs.sha }} | ||
enable_check_symbols: true | ||
symbol_exclusions: (void (thrust::|cub::)|_ZN\d+raft_cutlass) | ||
symbol_exclusions: _ZN\d+raft_cutlass | ||
conda-cpp-tests: | ||
secrets: inherit | ||
uses: rapidsai/shared-workflows/.github/workflows/[email protected] | ||
|
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238 changes: 124 additions & 114 deletions
238
cpp/include/raft/neighbors/detail/cagra/search_multi_cta_kernel-ext.cuh
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/* | ||
* Copyright (c) 2023, NVIDIA CORPORATION. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
#pragma once | ||
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#include <raft/neighbors/sample_filter_types.hpp> // none_cagra_sample_filter | ||
#include <raft/util/raft_explicit.hpp> // RAFT_EXPLICIT | ||
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namespace raft::neighbors::cagra::detail { | ||
namespace multi_cta_search { | ||
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#ifdef RAFT_EXPLICIT_INSTANTIATE_ONLY | ||
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template <unsigned TEAM_SIZE, | ||
unsigned MAX_DATASET_DIM, | ||
class DATA_T, | ||
class INDEX_T, | ||
class DISTANCE_T, | ||
class SAMPLE_FILTER_T> | ||
void select_and_run(raft::device_matrix_view<const DATA_T, int64_t, layout_stride> dataset, | ||
raft::device_matrix_view<const INDEX_T, int64_t, row_major> graph, | ||
INDEX_T* const topk_indices_ptr, | ||
DISTANCE_T* const topk_distances_ptr, | ||
const DATA_T* const queries_ptr, | ||
const uint32_t num_queries, | ||
const INDEX_T* dev_seed_ptr, | ||
uint32_t* const num_executed_iterations, | ||
uint32_t topk, | ||
uint32_t block_size, | ||
uint32_t result_buffer_size, | ||
uint32_t smem_size, | ||
int64_t hash_bitlen, | ||
INDEX_T* hashmap_ptr, | ||
uint32_t num_cta_per_query, | ||
uint32_t num_random_samplings, | ||
uint64_t rand_xor_mask, | ||
uint32_t num_seeds, | ||
size_t itopk_size, | ||
size_t search_width, | ||
size_t min_iterations, | ||
size_t max_iterations, | ||
SAMPLE_FILTER_T sample_filter, | ||
cudaStream_t stream) RAFT_EXPLICIT; | ||
#endif // RAFT_EXPLICIT_INSTANTIATE_ONLY | ||
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#define instantiate_kernel_selection( \ | ||
TEAM_SIZE, MAX_DATASET_DIM, DATA_T, INDEX_T, DISTANCE_T, SAMPLE_FILTER_T) \ | ||
extern template void \ | ||
select_and_run<TEAM_SIZE, MAX_DATASET_DIM, DATA_T, INDEX_T, DISTANCE_T, SAMPLE_FILTER_T>( \ | ||
raft::device_matrix_view<const DATA_T, int64_t, layout_stride> dataset, \ | ||
raft::device_matrix_view<const INDEX_T, int64_t, row_major> graph, \ | ||
INDEX_T* const topk_indices_ptr, \ | ||
DISTANCE_T* const topk_distances_ptr, \ | ||
const DATA_T* const queries_ptr, \ | ||
const uint32_t num_queries, \ | ||
const INDEX_T* dev_seed_ptr, \ | ||
uint32_t* const num_executed_iterations, \ | ||
uint32_t topk, \ | ||
uint32_t block_size, \ | ||
uint32_t result_buffer_size, \ | ||
uint32_t smem_size, \ | ||
int64_t hash_bitlen, \ | ||
INDEX_T* hashmap_ptr, \ | ||
uint32_t num_cta_per_query, \ | ||
uint32_t num_random_samplings, \ | ||
uint64_t rand_xor_mask, \ | ||
uint32_t num_seeds, \ | ||
size_t itopk_size, \ | ||
size_t search_width, \ | ||
size_t min_iterations, \ | ||
size_t max_iterations, \ | ||
SAMPLE_FILTER_T sample_filter, \ | ||
cudaStream_t stream); | ||
|
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instantiate_kernel_selection( | ||
32, 1024, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 1024, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 1024, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
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#undef instantiate_kernel_selection | ||
} // namespace multi_cta_search | ||
} // namespace raft::neighbors::cagra::detail | ||
/* | ||
* Copyright (c) 2023-2024, NVIDIA CORPORATION. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
#pragma once | ||
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#include <raft/neighbors/sample_filter_types.hpp> // none_cagra_sample_filter | ||
#include <raft/util/raft_explicit.hpp> // RAFT_EXPLICIT | ||
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#include <cuda_fp16.h> | ||
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namespace raft::neighbors::cagra::detail { | ||
namespace multi_cta_search { | ||
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#ifdef RAFT_EXPLICIT_INSTANTIATE_ONLY | ||
|
||
template <unsigned TEAM_SIZE, | ||
unsigned MAX_DATASET_DIM, | ||
class DATA_T, | ||
class INDEX_T, | ||
class DISTANCE_T, | ||
class SAMPLE_FILTER_T> | ||
void select_and_run(raft::device_matrix_view<const DATA_T, int64_t, layout_stride> dataset, | ||
raft::device_matrix_view<const INDEX_T, int64_t, row_major> graph, | ||
INDEX_T* const topk_indices_ptr, | ||
DISTANCE_T* const topk_distances_ptr, | ||
const DATA_T* const queries_ptr, | ||
const uint32_t num_queries, | ||
const INDEX_T* dev_seed_ptr, | ||
uint32_t* const num_executed_iterations, | ||
uint32_t topk, | ||
uint32_t block_size, | ||
uint32_t result_buffer_size, | ||
uint32_t smem_size, | ||
int64_t hash_bitlen, | ||
INDEX_T* hashmap_ptr, | ||
uint32_t num_cta_per_query, | ||
uint32_t num_random_samplings, | ||
uint64_t rand_xor_mask, | ||
uint32_t num_seeds, | ||
size_t itopk_size, | ||
size_t search_width, | ||
size_t min_iterations, | ||
size_t max_iterations, | ||
SAMPLE_FILTER_T sample_filter, | ||
cudaStream_t stream) RAFT_EXPLICIT; | ||
#endif // RAFT_EXPLICIT_INSTANTIATE_ONLY | ||
|
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#define instantiate_kernel_selection( \ | ||
TEAM_SIZE, MAX_DATASET_DIM, DATA_T, INDEX_T, DISTANCE_T, SAMPLE_FILTER_T) \ | ||
extern template void \ | ||
select_and_run<TEAM_SIZE, MAX_DATASET_DIM, DATA_T, INDEX_T, DISTANCE_T, SAMPLE_FILTER_T>( \ | ||
raft::device_matrix_view<const DATA_T, int64_t, layout_stride> dataset, \ | ||
raft::device_matrix_view<const INDEX_T, int64_t, row_major> graph, \ | ||
INDEX_T* const topk_indices_ptr, \ | ||
DISTANCE_T* const topk_distances_ptr, \ | ||
const DATA_T* const queries_ptr, \ | ||
const uint32_t num_queries, \ | ||
const INDEX_T* dev_seed_ptr, \ | ||
uint32_t* const num_executed_iterations, \ | ||
uint32_t topk, \ | ||
uint32_t block_size, \ | ||
uint32_t result_buffer_size, \ | ||
uint32_t smem_size, \ | ||
int64_t hash_bitlen, \ | ||
INDEX_T* hashmap_ptr, \ | ||
uint32_t num_cta_per_query, \ | ||
uint32_t num_random_samplings, \ | ||
uint64_t rand_xor_mask, \ | ||
uint32_t num_seeds, \ | ||
size_t itopk_size, \ | ||
size_t search_width, \ | ||
size_t min_iterations, \ | ||
size_t max_iterations, \ | ||
SAMPLE_FILTER_T sample_filter, \ | ||
cudaStream_t stream); | ||
|
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instantiate_kernel_selection( | ||
32, 1024, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, float, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 1024, half, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, half, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, half, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, half, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 1024, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, int8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 1024, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
8, 128, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
16, 256, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
instantiate_kernel_selection( | ||
32, 512, uint8_t, uint32_t, float, raft::neighbors::filtering::none_cagra_sample_filter); | ||
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#undef instantiate_kernel_selection | ||
} // namespace multi_cta_search | ||
} // namespace raft::neighbors::cagra::detail |
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