// Copyright (c) 2023 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/slice_grad_kernel.h" #include "paddle/common/flags.h" #include "paddle/phi/backends/all_context.h" #include "paddle/phi/core/kernel_registry.h" #include "paddle/phi/kernels/full_kernel.h" #include "paddle/phi/kernels/funcs/strided_utils.h" #include "paddle/phi/kernels/slice_kernel.h" COMMON_DECLARE_bool(use_stride_kernel); namespace phi { template void SliceGradStridedKernel(const Context& dev_ctx, const DenseTensor& input, const DenseTensor& out_grad, const std::vector& axes, const IntArray& starts, const IntArray& ends, const std::vector& infer_flags, const std::vector& decrease_axis, DenseTensor* input_grad) { if (!FLAGS_use_stride_kernel) { PADDLE_THROW(common::errors::Fatal( "FLAGS_use_stride_kernel is closed. Strided kernel " "be called, something wrong has happened!")); } dev_ctx.Alloc(input_grad, input_grad->dtype()); input_grad->set_strides(DenseTensorMeta::calc_strides(input_grad->dims())); PD_VISIT_ALL_TYPES(input.dtype(), "SliceGradStridedKernel", ([&] { phi::StridedTensorFill( *input_grad, 0, input_grad); })); DenseTensor tmp; tmp.set_meta(out_grad.meta()); if (out_grad.numel() == 0) { // set zero to input_grad PD_VISIT_ALL_TYPES(input.dtype(), "SliceGradStridedKernel", ([&] { phi::StridedTensorFill( *input_grad, 0, input_grad); })); return; } SliceStridedKernel(dev_ctx, *input_grad, axes, starts, ends, infer_flags, decrease_axis, &tmp); PD_VISIT_ALL_TYPES(input.dtype(), "SliceGradStridedKernel", ([&] { phi::StridedTensorCopy( out_grad, vectorize(tmp.dims()), vectorize(tmp.strides()), tmp.offset(), &tmp); })); } } // namespace phi PD_REGISTER_KERNEL_FOR_ALL_BACKEND_DTYPE(slice_grad, STRIDED, phi::SliceGradStridedKernel) {}