#include #include #include #include #include #include #define BLOCK_SIZE 16 void dgemm_(char*, char*, int*, int*, int*, double*, double*, int*, double*, int*, double*, double*, int*); void gpu_dgemm(char transa, char transb, int m, int n, int k, double alpha, double* A, int lda, double* B, int ldb, double beta, double* C, int ldc) { cublasHandle_t handle; cublasCreate(&handle); double * d_A; double * d_B; double * d_C; cublasOperation_t ta, tb; if (transa == 'N') { cudaMalloc((void**)&d_A, lda*k*sizeof(double)); cublasSetMatrix(m, k, sizeof(double), A, lda, d_A, lda); ta = CUBLAS_OP_N; } else { cudaMalloc((void**)&d_A, lda*m*sizeof(double)); cublasSetMatrix(k, m, sizeof(double), A, lda, d_A, lda); ta = CUBLAS_OP_T; } if (transb == 'N') { cudaMalloc((void**)&d_B, ldb*n*sizeof(double)); cublasSetMatrix(k, n, sizeof(double), B, ldb, d_B, ldb); tb = CUBLAS_OP_N; } else { cudaMalloc((void**)&d_B, ldb*k*sizeof(double)); cublasSetMatrix(n, k, sizeof(double), B, ldb, d_B, ldb); tb = CUBLAS_OP_T; } cudaMalloc((void**)&d_C, ldc*n*sizeof(double)); if (beta != 0.) { cublasSetMatrix(m, n, sizeof(double), C, ldc, d_C, ldc); } cublasDgemm(handle, ta, tb, m, n, k, &alpha, d_A, lda, d_B, ldb, &beta, d_C, ldc); cublasGetMatrix(m, n, sizeof(double), d_C, ldc, C, ldc); cudaFree(d_A); cudaFree(d_B); cudaFree(d_C); cublasDestroy(handle); }