/* Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #pragma once #include "paddle/fluid/platform/enforce.h" #include "paddle/fluid/platform/float16.h" #include "paddle/fluid/platform/hostdevice.h" namespace paddle { namespace operators { // Define the binary functors used in elementwise ops. // Add template struct AddFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a + b; } }; template struct InverseAddFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return b + a; } }; // Subtract template struct SubFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a - b; } }; template struct InverseSubFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return b - a; } }; // Multiply template struct MulFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a * b; } }; template struct InverseMulFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return b * a; } }; // Divide #define DIV_ERROR_INFO \ "InvalidArgumentError: Integer division by zero encountered in " \ "(floor) divide. Please check the input value." template struct DivFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a / b; } }; template struct DivFunctor::value>::type> { inline HOSTDEVICE T operator()(const T& a, const T& b) const { // For int32/int64, need to check whether the divison is zero. PADDLE_ENFORCE(b != 0, DIV_ERROR_INFO); return a / b; } }; template struct InverseDivFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return b / a; } }; // Floor Divide template struct FloorDivFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { PADDLE_ENFORCE(b != 0, DIV_ERROR_INFO); return static_cast(std::trunc(a / b)); } }; template struct InverseFloorDivFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { PADDLE_ENFORCE(a != 0, DIV_ERROR_INFO); return static_cast(std::trunc(b / a)); } }; #undef DIV_ERROR_INFO // Maximum template struct MaxFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a > b ? a : b; } }; // Minmum template struct MinFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a < b ? a : b; } }; // Fmax template struct FMaxFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return std::fmax(a, b); } }; template <> struct FMaxFunctor { inline HOSTDEVICE paddle::platform::float16 operator()( const paddle::platform::float16& a, const paddle::platform::float16& b) const { float float_a = static_cast(a); float float_b = static_cast(b); auto result = std::fmax(float_a, float_b); return static_cast(result); } }; // Fmin template struct FMinFunctor { inline HOSTDEVICE T operator()(const T& a, const T& b) const { return std::fmin(a, b); } }; template <> struct FMinFunctor { inline HOSTDEVICE paddle::platform::float16 operator()( const paddle::platform::float16& a, const paddle::platform::float16& b) const { float float_a = static_cast(a); float float_b = static_cast(b); auto result = std::fmin(float_a, float_b); return static_cast(result); } }; } // namespace operators } // namespace paddle