/*************************************************************************************************** * Copyright (c) 2017-2019, NVIDIA CORPORATION. All rights reserved. * * Redistribution and use in source and binary forms, with or without modification, are permitted * provided that the following conditions are met: * * Redistributions of source code must retain the above copyright notice, this list of * conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright notice, this list of * conditions and the following disclaimer in the documentation and/or other materials * provided with the distribution. * * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used * to endorse or promote products derived from this software without specific prior written * permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * **************************************************************************************************/ /* \file \brief Helper functions for mapping CUTLASS concepts to cuBLAS. */ #pragma once #if CUTLASS_ENABLE_CUBLAS #include #include "cutlass/cutlass.h" #include "cutlass/library/library.h" ///////////////////////////////////////////////////////////////////////////////////////////////// namespace cutlass { namespace profiler { ///////////////////////////////////////////////////////////////////////////////////////////////// /// Converts a cuBLAS status to cutlass::Status Status get_cutlass_status(cublasStatus_t cublas); /// Maps a CUTLASS tensor layout to a cuBLAS transpose operation cublasOperation_t get_cublas_transpose_operation(library::LayoutTypeID layout); /// Maps a CUTLASS numeric type to a cuBLAS data type enumeration bool get_cublas_datatype(cublasDataType_t &data_type, library::NumericTypeID element_type); /// Gets the cublas algorithm given threadblock tile dimensions and math opcode class cublasGemmAlgo_t get_cublas_gemm_algo( int cta_m, int cta_n, int cta_k, library::OpcodeClassID opcode_class); /// Returns a status if cuBLAS can satisfy a particular GEMM description Status cublas_satisfies(library::GemmDescription const &desc); /// This is a helper class to create cublasHandle_t automatically on CublasCreate object creation and /// to destroy cublasHandle_t on CublasCreate object destruction. /// Additionaly, it provides implicit cast from CublasCreate's object to cublasHandle_t's object class CublasCreate { private: cublasHandle_t handle; cublasStatus_t status; public: CublasCreate() { status = cublasCreate(&handle); } ~CublasCreate() { cublasDestroy(handle); } /// Implicit cast CublasCreate object to cublasHandle_t operator cublasHandle_t() const { return handle; } /// returns cublasStatus_t for handle creation cublasStatus_t get_cublas_create_status() { return status; } }; ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace profiler } // namespace cutlass #endif // #if CUTLASS_ENABLE_CUBLAS