// 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/masked_select_grad_kernel.h" #include "paddle/phi/backends/cpu/cpu_context.h" #include "paddle/phi/core/kernel_registry.h" namespace phi { template void MaskedSelectGradKernel(const Context& dev_ctx, const DenseTensor& out_grad, const DenseTensor& x, const DenseTensor& mask, DenseTensor* x_grad) { auto* mask_data = mask.data(); auto* input_data = out_grad.data(); auto* out_data = x_grad->mutable_data(dev_ctx.GetPlace()); int mask_size = mask.numel(); int index = 0; for (int i = 0; i < mask_size; i++) { if (mask_data[i]) { out_data[i] = input_data[index]; index++; } else { out_data[i] = 0; } } } } // namespace phi PT_REGISTER_KERNEL(masked_select_grad, CPU, ALL_LAYOUT, phi::MaskedSelectGradKernel, float, double, int, int64_t) {}