// 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. #pragma once #include "paddle/phi/kernels/funcs/math_function.h" #include "paddle/phi/kernels/transpose_grad_kernel.h" #include "paddle/phi/kernels/transpose_kernel.h" namespace phi { template void TransposeGradKernel(const Context& dev_ctx, const DenseTensor& out_grad, const std::vector& axis, DenseTensor* x_grad) { size_t axis_size = axis.size(); std::vector formated_axis = axis; for (size_t i = 0; i < axis_size; i++) { if (axis[i] < 0) { formated_axis[i] = axis[i] + axis_size; } } std::vector reversed_axis(axis); dev_ctx.template Alloc(x_grad); for (size_t i = 0; i < axis_size; i++) { reversed_axis[formated_axis[i]] = i; } TransposeKernel(dev_ctx, out_grad, reversed_axis, x_grad); } } // namespace phi