// Copyright (c) 2022 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. #include "paddle/phi/kernels/elementwise_grad_kernel.h" #include "paddle/phi/backends/gpu/gpu_context.h" #include "paddle/phi/common/bfloat16.h" #include "paddle/phi/common/complex.h" #include "paddle/phi/common/float16.h" #include "paddle/phi/core/kernel_registry.h" #include "paddle/phi/kernels/copy_kernel.h" #include "paddle/phi/kernels/funcs/elementwise_functor.h" #include "paddle/phi/kernels/gpu/elementwise_grad.h" #include "paddle/phi/kernels/impl/elementwise_grad_kernel_impl.h" namespace phi { template void MaximumGradKernel(const Context& dev_ctx, const DenseTensor& x, const DenseTensor& y, const DenseTensor& dout, int axis, DenseTensor* dx, DenseTensor* dy) { const auto place = dev_ctx.GetPlace(); if (dx != nullptr && dy != nullptr) { std::vector ins = {&x, &y, &dout}; GetGradXAndYOut( dev_ctx, place, axis, ins, dout, dx, dy, funcs::MaxGradXYFunctor()); } else if (dx != nullptr && dy == nullptr) { std::vector ins = {&x, &y, &dout}; GetGradXOrYOut( dev_ctx, place, axis, ins, dout, dx, funcs::MaxGradXFunctor()); } else if (dy != nullptr && dx == nullptr) { std::vector ins = {&x, &y, &dout}; GetGradXOrYOut( dev_ctx, place, axis, ins, dout, dy, funcs::MaxGradYFunctor()); } } template void MinimumGradKernel(const Context& dev_ctx, const DenseTensor& x, const DenseTensor& y, const DenseTensor& dout, int axis, DenseTensor* dx, DenseTensor* dy) { const auto place = dev_ctx.GetPlace(); if (dx != nullptr && dy != nullptr) { std::vector ins = {&x, &y, &dout}; GetGradXAndYOut( dev_ctx, place, axis, ins, dout, dx, dy, funcs::MinGradXYFunctor()); } else if (dx != nullptr && dy == nullptr) { std::vector ins = {&x, &y, &dout}; GetGradXOrYOut( dev_ctx, place, axis, ins, dout, dx, funcs::MinGradXFunctor()); } else if (dy != nullptr && dx == nullptr) { std::vector ins = {&x, &y, &dout}; GetGradXOrYOut( dev_ctx, place, axis, ins, dout, dy, funcs::MinGradYFunctor()); } } } // namespace phi PD_REGISTER_KERNEL(fmax_grad, GPU, ALL_LAYOUT, phi::ElementwiseFMaxGradKernel, float, double, int, int64_t) {} PD_REGISTER_KERNEL(fmin_grad, GPU, ALL_LAYOUT, phi::ElementwiseFMinGradKernel, float, double, int, int64_t) {} PD_REGISTER_KERNEL(maximum_grad, GPU, ALL_LAYOUT, phi::MaximumGradKernel, float, double, int, int64_t, phi::dtype::float16, phi::dtype::bfloat16) {} PD_REGISTER_KERNEL(minimum_grad, GPU, ALL_LAYOUT, phi::MinimumGradKernel, float, double, int, int64_t, phi::dtype::float16, phi::dtype::bfloat16) {} PD_REGISTER_KERNEL(elementwise_pow_grad, GPU, ALL_LAYOUT, phi::ElementwisePowGradKernel, float, double, int, int64_t) {}