// 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 // See Note: [ How do we organize the kernel directory ] #include "paddle/pten/api/lib/utils/storage.h" #include "paddle/pten/include/infermeta.h" #include "paddle/pten/kernels/cast_kernel.h" #include "paddle/pten/kernels/cpu/manipulation.h" #include "paddle/pten/kernels/flatten_kernel.h" #include "paddle/pten/kernels/gpu/manipulation.h" #include "paddle/pten/kernels/xpu/manipulation.h" namespace pten { template DenseTensor Flatten(const ContextT& dev_ctx, const DenseTensor& x, int start_axis, int stop_axis) { auto out_meta = FlattenInferMeta(x.meta(), start_axis, stop_axis); pten::DenseTensor dense_out( pten::make_intrusive( dev_ctx.GetPlace()), std::move(out_meta)); Flatten(dev_ctx, x, start_axis, stop_axis, &dense_out); return dense_out; } template DenseTensor Cast(const ContextT& dev_ctx, const DenseTensor& x, DataType out_dtype, DataType in_dtype) { auto out_meta = CastInferMeta(x.meta(), out_dtype); pten::DenseTensor dense_out( pten::make_intrusive( dev_ctx.GetPlace()), std::move(out_meta)); Cast(dev_ctx, x, out_dtype, in_dtype, &dense_out); return dense_out; } template DenseTensor Reshape(const ContextT& dev_ctx, const DenseTensor& x, const std::vector& shape) { auto out_meta = InferMetaFromVecValue(x.meta(), shape); pten::DenseTensor dense_out( pten::make_intrusive( dev_ctx.GetPlace()), std::move(out_meta)); Reshape(dev_ctx, x, ScalarArray(shape), &dense_out); return dense_out; } } // namespace pten