// 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. #pragma once #include "paddle/phi/api/lib/utils/storage.h" #include "paddle/phi/common/scalar_array.h" #include "paddle/phi/core/dense_tensor.h" #include "paddle/phi/infermeta/nullary.h" #include "paddle/phi/infermeta/unary.h" namespace phi { template void EmptyKernel(const Context& dev_ctx, const ScalarArray& shape, DataType dtype, DenseTensor* out); template void EmptyLikeKernel(const Context& dev_ctx, const DenseTensor& x, DataType dtype, DenseTensor* out); // TODO(chenweihang): the tensor creation method need to be replaced later, // all kernel api call Empty here instead of making tensor self template DenseTensor Empty(const Context& dev_ctx, DenseTensorMeta&& meta) { phi::DenseTensor dense_out( phi::make_intrusive( dev_ctx.GetPlace()), std::move(meta)); return dense_out; } template DenseTensor Empty(const Context& dev_ctx) { return Empty(dev_ctx, {paddle::experimental::CppTypeToDataType::Type(), {-1}, DataLayout::NCHW}); } template DenseTensor Empty(const Context& dev_ctx, const ScalarArray& shape, DataType dtype = DataType::FLOAT32) { auto dense_out = Empty(dev_ctx); MetaTensor meta_out(&dense_out); CreateInferMeta(shape, dtype, &meta_out); EmptyKernel(dev_ctx, shape, dtype, &dense_out); return dense_out; } template DenseTensor EmptyLike(const Context& dev_ctx, const DenseTensor& x, DataType dtype = DataType::UNDEFINED) { auto dense_out = Empty(dev_ctx); MetaTensor meta_out(&dense_out); CreateLikeInferMeta(x, dtype, &meta_out); EmptyLikeKernel(dev_ctx, x, dtype, &dense_out); return dense_out; } } // namespace phi