add new headers to CMakeLists.txt

rapidsai · Nov 12, 2024 · 7d16801 · 7d16801
1 parent 205f84b
commit 7d16801
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Showing 69 changed files with 1,351 additions and 359 deletions.
diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
@@ -227,6 +227,30 @@ if(BUILD_SHARED_LIBS)
     src/neighbors/detail/cagra/compute_distance_standard_L2Expanded_uint8_uint32_dim128_t8.cu
     src/neighbors/detail/cagra/compute_distance_standard_L2Expanded_uint8_uint32_dim256_t16.cu
     src/neighbors/detail/cagra/compute_distance_standard_L2Expanded_uint8_uint32_dim512_t32.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_float_uint32_dim128_t8_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_float_uint32_dim128_t8_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_float_uint32_dim256_t16_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_float_uint32_dim256_t16_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_float_uint32_dim512_t32_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_float_uint32_dim512_t32_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_half_uint32_dim128_t8_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_half_uint32_dim128_t8_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_half_uint32_dim256_t16_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_half_uint32_dim256_t16_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_half_uint32_dim512_t32_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_half_uint32_dim512_t32_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_int8_uint32_dim128_t8_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_int8_uint32_dim128_t8_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_int8_uint32_dim256_t16_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_int8_uint32_dim256_t16_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_int8_uint32_dim512_t32_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_int8_uint32_dim512_t32_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_uint8_uint32_dim128_t8_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_uint8_uint32_dim128_t8_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_uint8_uint32_dim256_t16_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_uint8_uint32_dim256_t16_8pq_4subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_uint8_uint32_dim512_t32_8pq_2subd_half.cu
+    src/neighbors/detail/cagra/compute_distance_vpq_InnerProduct_uint8_uint32_dim512_t32_8pq_4subd_half.cu
     src/neighbors/detail/cagra/compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_2subd_half.cu
     src/neighbors/detail/cagra/compute_distance_vpq_L2Expanded_float_uint32_dim128_t8_8pq_4subd_half.cu
     src/neighbors/detail/cagra/compute_distance_vpq_L2Expanded_float_uint32_dim256_t16_8pq_2subd_half.cu

diff --git a/cpp/src/neighbors/detail/cagra/cagra_build.cuh b/cpp/src/neighbors/detail/cagra/cagra_build.cuh
@@ -492,7 +492,7 @@ index<T, IdxT> build(
       "VPQ compression is only supported with L2Expanded and InnerProduct distance mertric");
     index<T, IdxT> idx(res, params.metric);
     idx.update_graph(res, raft::make_const_mdspan(cagra_graph.view()));
-    auto compression_params = *params.compression;
+    auto compression_params   = *params.compression;
     compression_params.metric = params.metric;
     idx.update_dataset(
       res,

diff --git a/cpp/src/neighbors/detail/cagra/compute_distance-ext.cuh b/cpp/src/neighbors/detail/cagra/compute_distance-ext.cuh
diff --git a/cpp/src/neighbors/detail/cagra/compute_distance.cu b/cpp/src/neighbors/detail/cagra/compute_distance.cu
@@ -29,78 +29,78 @@ namespace cuvs::neighbors::cagra::detail {
 
 using namespace cuvs::distance;
 
-template struct instance_selector<standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, float, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, float, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, float, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, float, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, float, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, float, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, float, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, half, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, half, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, half, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, half, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, half, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, half, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, half, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, int8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, int8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, int8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, int8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, int8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, int8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, int8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, uint8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, uint8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, uint8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, uint8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, uint8_t, uint32_t, float>,
-                    standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, uint8_t, uint32_t, float>,
-                    vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, uint8_t, uint32_t, float>>;
-
+template struct instance_selector<
+  standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, float, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, float, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, float, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, float, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, float, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, float, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, float, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, half, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, half, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, half, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, half, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, half, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, half, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, half, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, int8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, int8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, int8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, int8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, int8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, int8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, int8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 8, 128, uint8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 2, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 2, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 8, 128, 8, 4, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 8, 128, 8, 4, half, uint8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 16, 256, uint8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 2, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 2, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 16, 256, 8, 4, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 16, 256, 8, 4, half, uint8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::L2Expanded, 32, 512, uint8_t, uint32_t, float>,
+  standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 2, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 2, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::L2Expanded, 32, 512, 8, 4, half, uint8_t, uint32_t, float>,
+  vpq_descriptor_spec<DistanceType::InnerProduct, 32, 512, 8, 4, half, uint8_t, uint32_t, float>>;
 
 }  // namespace cuvs::neighbors::cagra::detail
diff --git a/...c/neighbors/detail/cagra/compute_distance_standard_InnerProduct_float_uint32_dim128_t8.cu b/...c/neighbors/detail/cagra/compute_distance_standard_InnerProduct_float_uint32_dim128_t8.cu
@@ -28,6 +28,11 @@
 namespace cuvs::neighbors::cagra::detail {
 
 using namespace cuvs::distance;
-template struct standard_descriptor_spec<DistanceType::InnerProduct, 8, 128, float, uint32_t, float>;
+template struct standard_descriptor_spec<DistanceType::InnerProduct,
+                                         8,
+                                         128,
+                                         float,
+                                         uint32_t,
+                                         float>;
 
 }  // namespace cuvs::neighbors::cagra::detail
diff --git a/.../neighbors/detail/cagra/compute_distance_standard_InnerProduct_float_uint32_dim256_t16.cu b/.../neighbors/detail/cagra/compute_distance_standard_InnerProduct_float_uint32_dim256_t16.cu
@@ -28,6 +28,11 @@
 namespace cuvs::neighbors::cagra::detail {
 
 using namespace cuvs::distance;
-template struct standard_descriptor_spec<DistanceType::InnerProduct, 16, 256, float, uint32_t, float>;
+template struct standard_descriptor_spec<DistanceType::InnerProduct,
+                                         16,
+                                         256,
+                                         float,
+                                         uint32_t,
+                                         float>;
 
 }  // namespace cuvs::neighbors::cagra::detail
diff --git a/.../neighbors/detail/cagra/compute_distance_standard_InnerProduct_float_uint32_dim512_t32.cu b/.../neighbors/detail/cagra/compute_distance_standard_InnerProduct_float_uint32_dim512_t32.cu
@@ -28,6 +28,11 @@
 namespace cuvs::neighbors::cagra::detail {
 
 using namespace cuvs::distance;
-template struct standard_descriptor_spec<DistanceType::InnerProduct, 32, 512, float, uint32_t, float>;
+template struct standard_descriptor_spec<DistanceType::InnerProduct,
+                                         32,
+                                         512,
+                                         float,
+                                         uint32_t,
+                                         float>;
 
 }  // namespace cuvs::neighbors::cagra::detail