// 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/eigen_ext.h" namespace paddle { namespace operators { namespace kernel_primitives { namespace details { static __device__ __forceinline__ platform::float16 Exp(platform::float16 x) { return ::Eigen::numext::exp(x); } static __device__ __forceinline__ float Exp(float x) { return expf(x); } static __device__ __forceinline__ double Exp(double x) { return exp(x); } static __device__ __forceinline__ platform::float16 Log(platform::float16 x) { return ::Eigen::numext::log(x); } static __device__ __forceinline__ float Log(float x) { return logf(x); } static __device__ __forceinline__ double Log(double x) { return log(x); } } // namespace details /******************************** Unary Functor *******************************/ /** * @brief Default unary exp functor */ template struct ExpFunctor { HOSTDEVICE inline ExpFunctor() {} HOSTDEVICE explicit inline ExpFunctor(int n) {} HOSTDEVICE inline Ty operator()(const Tx& x) const { return static_cast(details::Exp(x)); } }; /** * @brief Default unary identity functor */ template struct IdentityFunctor { HOSTDEVICE inline IdentityFunctor() {} HOSTDEVICE explicit inline IdentityFunctor(int n) {} HOSTDEVICE inline Ty operator()(const Tx& x) const { return static_cast(x); } }; /** * @brief Default unary div functor. Divide by a constant */ template struct DivideFunctor { HOSTDEVICE inline DivideFunctor() { n_inv = static_cast(1.0f); } HOSTDEVICE explicit inline DivideFunctor(int n) : n_inv((Tx)(1.0 / n)) {} HOSTDEVICE inline Ty operator()(const Tx& x) const { return static_cast(x * n_inv); } private: Tx n_inv; }; /** * @brief Default unary square functor */ template struct SquareFunctor { HOSTDEVICE inline SquareFunctor() {} HOSTDEVICE explicit inline SquareFunctor(int n) {} HOSTDEVICE inline Ty operator()(const Tx& x) const { return static_cast(x) * static_cast(x); } }; /****************************** Binary Functor ********************************/ /** * @brief Default binary min functor */ template struct MinFunctor { inline T initial() { return static_cast(std::numeric_limits::max()); } __device__ __forceinline__ T operator()(const T& a, const T& b) const { return (b < a) ? b : a; } }; /** * @brief Default binary max functor */ template struct MaxFunctor { inline T initial() { return static_cast(std::numeric_limits::lowest()); } __device__ __forceinline__ T operator()(const T& a, const T& b) const { return (b > a) ? b : a; } }; /** * @brief Default binary add functor */ template struct AddFunctor { inline T initial() { return static_cast(0.0f); } __device__ __forceinline__ T operator()(const T& a, const T& b) const { return b + a; } }; /** * @brief Default binary add functor */ template struct MulFunctor { inline T initial() { return static_cast(1.0f); } __device__ __forceinline__ T operator()(const T& a, const T& b) const { return b * a; } }; /** * @brief Default binary logic or functor */ template struct LogicalOrFunctor { inline T initial() { return static_cast(false); } __device__ __forceinline__ T operator()(const T& a, const T& b) const { return b || a; } }; /** * @brief Default binary logic and functor */ template struct LogicalAndFunctor { inline T initial() { return static_cast(true); } __device__ __forceinline__ T operator()(const T& a, const T& b) const { return b && a; } }; /** * @brief Default binary sub functor */ template struct SubFunctor { inline T initial() { return static_cast(0.0f); } inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a - b; } }; /** * @brief Default binary div functor */ template struct DivFunctor { inline T initial() { return static_cast(1.0f); } inline HOSTDEVICE T operator()(const T& a, const T& b) const { return a / b; } }; template struct DivFunctor::value>::type> { inline T initial() { return static_cast(1.0f); } inline HOSTDEVICE T operator()(const T& a, const T& b) const { // For int32/int64, need to check whether the divison is zero. PADDLE_ENFORCE_NE(b, 0, platform::errors::InvalidArgument( "Integer division by zero encountered " "in (floor) divide. Please check the input value.")); return a / b; } }; /** * @brief Default binary floor divide functor */ template struct FloorDivFunctor { inline T initial() { return static_cast(1.0f); } inline HOSTDEVICE T operator()(const T& a, const T& b) const { PADDLE_ENFORCE_NE(b, 0, platform::errors::InvalidArgument( "Integer division by zero encountered " "in (floor) divide. Please check the input value.")); return static_cast(std::trunc(a / b)); } }; } // namespace kernel_primitives } // namespace operators } // namespace paddle