/* 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" #include "paddle/pten/core/dense_tensor.h" #include "paddle/pten/kernels/functions/blas/elementwise.h" #include "paddle/pten/kernels/functions/eigen/elementwise.h" namespace pten { namespace general { // Define the binary functors used in elementwise ops. // Add template struct SameDimsAddFunctor { void operator()(const DevCtx& dev_ctx, const DenseTensor& x, const DenseTensor& y, DenseTensor* z); }; template struct SameDimsAddFunctor< DevCtx, T, typename std::enable_if::value>::type> { void operator()(const DevCtx& dev_ctx, const DenseTensor& x, const DenseTensor& y, DenseTensor* z) { blas::ElementwiseAdd(dev_ctx, x, y, z); } }; template struct SameDimsAddFunctor< DevCtx, T, typename std::enable_if::value>::type> { void operator()(const DevCtx& dev_ctx, const DenseTensor& x, const DenseTensor& y, DenseTensor* z) { eigen::ElementwiseAdd(dev_ctx, x, y, z); } }; 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 SameDimsSubFunctor { void operator()(const DevCtx& dev_ctx, const DenseTensor& x, const DenseTensor& y, DenseTensor* z); }; template struct SameDimsSubFunctor< DevCtx, T, typename std::enable_if::value>::type> { void operator()(const DevCtx& dev_ctx, const DenseTensor& x, const DenseTensor& y, DenseTensor* z) { blas::ElementwiseSub(dev_ctx, x, y, z); } }; template struct SameDimsSubFunctor< DevCtx, T, typename std::enable_if::value>::type> { void operator()(const DevCtx& dev_ctx, const DenseTensor& x, const DenseTensor& y, DenseTensor* z) { eigen::ElementwiseSub(dev_ctx, x, y, z); } }; 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; } }; } // namespace general } // namespace pten