wehub-resource-sync
80 lines
2.7 KiB
C++
80 lines
2.7 KiB
C++
// 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.
|
|
|
|
#pragma once
|
|
|
|
#include <vector>
|
|
|
|
#include "paddle/phi/core/dense_tensor.h"
|
|
#include "paddle/phi/infermeta/unary.h"
|
|
#include "paddle/phi/kernels/empty_kernel.h"
|
|
|
|
namespace phi {
|
|
|
|
template <typename T, typename Context>
|
|
void TransposeKernel(const Context& dev_ctx,
|
|
const DenseTensor& x,
|
|
const std::vector<int>& axis,
|
|
DenseTensor* out);
|
|
|
|
template <typename Context>
|
|
void TransposeStridedKernel(const Context& dev_ctx,
|
|
const DenseTensor& x,
|
|
const std::vector<int>& axis,
|
|
DenseTensor* out);
|
|
|
|
template <typename T, typename Context>
|
|
void Transpose(const Context& dev_ctx,
|
|
const DenseTensor& x,
|
|
const std::vector<int>& axis,
|
|
DenseTensor* dense_out) {
|
|
MetaTensor meta_out(dense_out);
|
|
TransposeInferMeta(x, axis, &meta_out);
|
|
|
|
// do not call TransposeStridedKernel, because some other kernels call
|
|
// Transpose directly
|
|
if (x.has_allocation() && x.capacity() > 0) {
|
|
TransposeKernel<T, Context>(dev_ctx, x, axis, dense_out);
|
|
}
|
|
}
|
|
|
|
template <typename T, typename Context>
|
|
DenseTensor Transpose(const Context& dev_ctx,
|
|
const DenseTensor& x,
|
|
const std::vector<int>& axis) {
|
|
DenseTensor dense_out;
|
|
Transpose<T, Context>(dev_ctx, x, axis, &dense_out);
|
|
return dense_out;
|
|
}
|
|
|
|
template <typename T, typename Context>
|
|
DenseTensor TransposeLast2Dim(const Context& dev_ctx, const DenseTensor& x) {
|
|
size_t rank = x.dims().size();
|
|
std::vector<int> axis(rank);
|
|
for (size_t i = 0; i < rank; ++i) {
|
|
axis[i] = i;
|
|
}
|
|
std::swap(axis[rank - 1], axis[rank - 2]);
|
|
return Transpose<T, Context>(dev_ctx, x, axis);
|
|
}
|
|
#ifdef _WIN32
|
|
#define INSTANTIATE_TRANSPOSE_KERNEL(type, context) \
|
|
template PADDLE_API void TransposeKernel<type, context>( \
|
|
const context&, \
|
|
const DenseTensor&, \
|
|
const std::vector<int>&, \
|
|
DenseTensor*);
|
|
#endif
|
|
} // namespace phi
|