/*************************************************************************************************** * Copyright (c) 2017-2018, 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 Type traits for common CUDA types */ #pragma once #include #include #include "half.h" namespace cutlass { struct half_t; template struct TypeTraits; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_8I; typedef int8_t host_type; typedef int8_t device_type; typedef int8_t integer_type; typedef uint8_t unsigned_type; static inline int8_t remove_negative_zero(int8_t x) { return x; } static inline int to_print(int8_t x) { return (int)x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_8I; typedef uint8_t host_type; typedef uint8_t device_type; typedef uint8_t integer_type; typedef uint8_t unsigned_type; static inline uint8_t remove_negative_zero(uint8_t x) { return x; } static inline uint32_t to_print(uint8_t x) { return (uint32_t)x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_32I; typedef int host_type; typedef int device_type; typedef int32_t integer_type; typedef uint32_t unsigned_type; static inline int32_t remove_negative_zero(int32_t x) { return x; } static inline int to_print(int x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_32I; typedef unsigned host_type; typedef unsigned device_type; typedef uint32_t integer_type; typedef uint32_t unsigned_type; static inline uint32_t remove_negative_zero(uint32_t x) { return x; } static inline uint32_t to_print(uint32_t x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_16F; typedef half_t host_type; typedef half device_type; typedef int16_t integer_type; typedef uint16_t unsigned_type; static inline half remove_negative_zero(half x) { integer_type h_int = reinterpret_cast(x); if (h_int == 0x8000) { h_int = 0; } x = reinterpret_cast(h_int); return x; } static inline half to_print(half x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_8I; typedef int64_t host_type; typedef int64_t device_type; typedef int64_t integer_type; typedef uint64_t unsigned_type; static inline int64_t remove_negative_zero(int64_t x) { return x; } static inline int64_t to_print(int64_t x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_8I; typedef uint64_t host_type; typedef uint64_t device_type; typedef uint64_t integer_type; typedef uint64_t unsigned_type; static inline uint64_t remove_negative_zero(uint64_t x) { return x; } static inline uint64_t to_print(uint64_t x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_16F; typedef half_t host_type; typedef half device_type; typedef int16_t integer_type; typedef uint16_t unsigned_type; static inline half_t remove_negative_zero(half_t x) { return (x.raw() == 0x8000 ? half_t::bitcast(0) : x); } static inline half_t to_print(half_t x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_32F; typedef float host_type; typedef float device_type; typedef int32_t integer_type; typedef uint32_t unsigned_type; static inline float remove_negative_zero(float x) { return x == -0.f ? 0.f : x; } static inline float to_print(float x) { return x; } }; template <> struct TypeTraits { // static cudaDataType_t const cublas_type = CUDA_R_64F; typedef double host_type; typedef double device_type; typedef int64_t integer_type; typedef uint64_t unsigned_type; static inline double remove_negative_zero(double x) { return x == -0.0 ? 0.0 : x; } static inline double to_print(double x) { return x; } }; } // namespace cutlass