// 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. #include "paddle/phi/kernels/reshape_grad_kernel.h" #include "paddle/phi/backends/all_context.h" #include "paddle/phi/core/kernel_registry.h" #include "paddle/phi/core/tensor_utils.h" #ifdef PADDLE_WITH_XPU #include "paddle/phi/backends/xpu/enforce_xpu.h" #endif namespace phi { template void ReshapeGradKernel(const Context& dev_ctx, const DenseTensor& out_grad, DenseTensor* x_grad) { auto x_dims = x_grad->dims(); phi::Copy(dev_ctx, out_grad, dev_ctx.GetPlace(), false, x_grad); x_grad->Resize(x_dims); } #ifdef PADDLE_WITH_XPU template <> void ReshapeGradKernel(const XPUContext& dev_ctx, const DenseTensor& out_grad, DenseTensor* x_grad) { auto x_dims = x_grad->dims(); dev_ctx.Alloc(x_grad, out_grad.dtype()); auto* src_ptr = out_grad.data(); auto* dst_ptr = x_grad->data(); auto size = out_grad.numel() * paddle::experimental::SizeOf(out_grad.dtype()); int ret = xpu::copy(dev_ctx.x_context(), reinterpret_cast(src_ptr), reinterpret_cast(dst_ptr), size); PADDLE_ENFORCE_XDNN_SUCCESS(ret, "copy"); x_grad->Resize(x_dims); } #endif template void ReshapeDoubleGradKernel(const Context& dev_ctx, const DenseTensor& out_grad, const DenseTensor& x_grad_grad, DenseTensor* out_grad_grad) { ReshapeGradKernel(dev_ctx, x_grad_grad, out_grad_grad); } } // namespace phi PD_REGISTER_GENERAL_KERNEL(reshape_grad, CPU, ALL_LAYOUT, phi::ReshapeGradKernel, ALL_DTYPE) {} PD_REGISTER_GENERAL_KERNEL(reshape_double_grad, CPU, ALL_LAYOUT, phi::ReshapeDoubleGradKernel, ALL_DTYPE) {} #if defined(PADDLE_WITH_CUDA) || defined(PADDLE_WITH_HIP) PD_REGISTER_GENERAL_KERNEL(reshape_grad, GPU, ALL_LAYOUT, phi::ReshapeGradKernel, ALL_DTYPE) {} PD_REGISTER_GENERAL_KERNEL(reshape_double_grad, GPU, ALL_LAYOUT, phi::ReshapeDoubleGradKernel, ALL_DTYPE) {} #endif #ifdef PADDLE_WITH_XPU PD_REGISTER_GENERAL_KERNEL(reshape_grad, XPU, ALL_LAYOUT, phi::ReshapeGradKernel, ALL_DTYPE) {} PD_REGISTER_GENERAL_KERNEL(reshape_double_grad, XPU, ALL_LAYOUT, phi::ReshapeDoubleGradKernel, ALL_DTYPE) {} #endif