// 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/diag_grad_kernel.h" #include "paddle/phi/backends/cpu/cpu_context.h" #include "paddle/phi/core/kernel_registry.h" #include "paddle/phi/kernels/funcs/diag_functor.h" #include "paddle/phi/kernels/funcs/math_function.h" namespace phi { template void DiagGradKernel(const Context& dev_ctx, const DenseTensor& x UNUSED, const DenseTensor& out_grad, int offset, DenseTensor* x_grad) { T* dx_data = dev_ctx.template Alloc(x_grad); if (x_grad && x_grad->numel() == 0) return; const T* dout_data = out_grad.data(); auto dx_dims = x_grad->dims(); auto dout_dims = out_grad.dims(); if (dx_dims.size() <= 1) { int64_t dx_length = (dx_dims.size() == 1 ? dx_dims[0] : int64_t(1)); int64_t dx_stride = 1; int64_t dout_stride_0 = funcs::ComputeStride(0, dout_dims); int64_t dout_stride_1 = funcs::ComputeStride(1, dout_dims); dout_data += (offset >= 0 ? offset * dout_stride_1 : -offset * dout_stride_0); for (int64_t i = 0; i < dx_length; i++) { dx_data[i * dx_stride] = dout_data[i * (dout_stride_0 + dout_stride_1)]; } } else { funcs::SetConstant set_padding_value; set_padding_value(dev_ctx, x_grad, static_cast(0)); int64_t dx_stride_0 = funcs::ComputeStride(0, dx_dims); int64_t dx_stride_1 = funcs::ComputeStride(1, dx_dims); int64_t dout_stride_0 = funcs::ComputeStride(0, dout_dims); dx_data += (offset >= 0 ? offset * dx_stride_1 : -offset * dx_stride_0); int64_t dout_length = dout_dims[0]; for (int64_t i = 0; i < dout_length; i++) { dx_data[i * (dx_stride_0 + dx_stride_1)] = dout_data[i * dout_stride_0]; } } } } // namespace phi PD_REGISTER_KERNEL(diag_grad, CPU, ALL_LAYOUT, phi::DiagGradKernel, phi::float16, int, int64_t, float, double, phi::complex64, phi::complex128) {}