Add tests for strided batched gemm

enp1s0 · Oct 26, 2021 · 38c28dd · 38c28dd
1 parent 535ae41
commit 38c28dd
Showing 1 changed file with 91 additions and 0 deletions.
diff --git a/tests/cublas_test.cu b/tests/cublas_test.cu
@@ -92,6 +92,50 @@ GEMM_BATCHED_OP_GEMMEX(CUDA_R_64F, double);
 GEMM_BATCHED_OP_GEMMEX(CUDA_C_32F, cuComplex);
 GEMM_BATCHED_OP_GEMMEX(CUDA_C_64F, cuDoubleComplex);
 
+// -------------
+// GemmStridedBatched
+// -------------
+template <class T, class Op>
+cublasStatus_t gemm_strided_batched(cublasHandle_t handle, cublasOperation_t transa,
+                           cublasOperation_t transb, int m, int n, int k,
+                           const T *alpha, const T *A, int lda, long long int strideA,
+                           const T *B, int ldb, long long int strideB, const T *beta, T *C,
+                           int ldc, long long int strideC, int batchCount);
+// -----------------------------------------------------
+// op_gemm
+// -----------------------------------------------------
+#define GEMM_STRIDED_BATCHED_OP_GEMM(short_type, type)\
+template <>\
+cublasStatus_t gemm_strided_batched<type , op_gemm>(cublasHandle_t handle, cublasOperation_t transa,\
+                           cublasOperation_t transb, int m, int n, int k,\
+                           const type *alpha, const type *A, int lda, long long int strideA,\
+                           const type *B, int ldb, long long int strideB, const type *beta, type *C,\
+                           int ldc, long long int strideC, int batchCount) {\
+	return cublas##short_type##gemmStridedBatched(handle, transa, transb, m, n, k, alpha, A, lda, strideA, B, ldb, strideB, beta, C, ldc, strideC, batchCount);\
+}
+GEMM_STRIDED_BATCHED_OP_GEMM(H, half);
+GEMM_STRIDED_BATCHED_OP_GEMM(S, float);
+GEMM_STRIDED_BATCHED_OP_GEMM(D, double);
+GEMM_STRIDED_BATCHED_OP_GEMM(C, cuComplex);
+GEMM_STRIDED_BATCHED_OP_GEMM(Z, cuDoubleComplex);
+// -----------------------------------------------------
+// op_gemmEx
+// -----------------------------------------------------
+#define GEMM_STRIDED_BATCHED_OP_GEMMEX(cuda_data_type, type)\
+template <>\
+cublasStatus_t gemm_strided_batched<type , op_gemmEx>(cublasHandle_t handle, cublasOperation_t transa,\
+                           cublasOperation_t transb, int m, int n, int k,\
+                           const type *alpha, const type *A, int lda, long long int strideA,\
+                           const type *B, int ldb, long long int strideB, const type *beta, type *C,\
+                           int ldc, long long int strideC, int batchCount) {\
+	return cublasGemmStridedBatchedEx(handle, transa, transb, m, n, k, alpha, reinterpret_cast<const void*>(A), cuda_data_type, lda, strideA, reinterpret_cast<const void*>(B), cuda_data_type, ldb, strideB, beta, reinterpret_cast<void*>(C), cuda_data_type, ldc, strideC, batchCount, cuda_data_type, CUBLAS_GEMM_DEFAULT);\
+}
+GEMM_STRIDED_BATCHED_OP_GEMMEX(CUDA_R_16F, half);
+GEMM_STRIDED_BATCHED_OP_GEMMEX(CUDA_R_32F, float);
+GEMM_STRIDED_BATCHED_OP_GEMMEX(CUDA_R_64F, double);
+GEMM_STRIDED_BATCHED_OP_GEMMEX(CUDA_C_32F, cuComplex);
+GEMM_STRIDED_BATCHED_OP_GEMMEX(CUDA_C_64F, cuDoubleComplex);
+
 // -------------
 // Gemv
 // -------------
@@ -426,6 +470,42 @@ void gemm_batched_test() {
 	cudaFreeHost(mat_c_array);
 }
 
+template <class T, class Op>
+void gemm_strided_batched_test() {
+	const int n = 1lu << 7;
+	const int batch_size = 1u << 10;
+	const auto alpha = convert<T>(1);
+	const auto beta  = convert<T>(0);
+
+	T* mat_a;
+	T* mat_b;
+	T* mat_c;
+
+	cudaMallocHost(&mat_a, sizeof(T) * n * n * batch_size);
+	cudaMallocHost(&mat_b, sizeof(T) * n * n * batch_size);
+	cudaMallocHost(&mat_c, sizeof(T) * n * n * batch_size);
+
+	cublasHandle_t cublas_handle;
+	cublasCreate(&cublas_handle);
+
+	gemm_strided_batched<T, Op>(
+			cublas_handle,
+			CUBLAS_OP_N, CUBLAS_OP_N,
+			n, n, n,
+			&alpha,
+			mat_a, n, n * n,
+			mat_b, n, n * n,
+			&beta,
+			mat_c, n, n * n,
+			batch_size
+			);
+
+	cublasDestroy(cublas_handle);
+	cudaFreeHost(mat_a);
+	cudaFreeHost(mat_b);
+	cudaFreeHost(mat_c);
+}
+
 template <class T>
 void gemv_test() {
 	const std::size_t n = 1lu << 10;
@@ -748,6 +828,17 @@ void test_all() {
 	gemm_batched_test<cuComplex      , op_gemmEx>();
 	gemm_batched_test<cuDoubleComplex, op_gemmEx>();
 
+	gemm_strided_batched_test<double         , op_gemm  >();
+	gemm_strided_batched_test<float          , op_gemm  >();
+	gemm_strided_batched_test<half           , op_gemm  >();
+	gemm_strided_batched_test<cuComplex      , op_gemm  >();
+	gemm_strided_batched_test<cuDoubleComplex, op_gemm  >();
+	gemm_strided_batched_test<double         , op_gemmEx>();
+	gemm_strided_batched_test<float          , op_gemmEx>();
+	gemm_strided_batched_test<half           , op_gemmEx>();
+	gemm_strided_batched_test<cuComplex      , op_gemmEx>();
+	gemm_strided_batched_test<cuDoubleComplex, op_gemmEx>();
+
 	gemv_test<double         >();
 	gemv_test<float          >();
 	gemv_test<cuComplex      >();