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// Copyright 2019 Yan Yan
//
// 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 <torch/script.h>
#include <utils/spconv/spconv/geometry.h>
#include <utils/spconv/spconv/indice.h>
#include "pytorch_cpp_helper.hpp"
namespace functor {
template <typename Index, typename IndexGrid, unsigned NDim>
struct CreateConvIndicePairFunctor<tv::CPU, Index, IndexGrid, NDim> {
Index operator()(const tv::CPU& d, tv::TensorView<const Index> indicesIn,
tv::TensorView<Index> indicesOut,
tv::TensorView<IndexGrid> gridsOut,
tv::TensorView<Index> indicePairs,
tv::TensorView<Index> indiceNum,
const tv::SimpleVector<Index, NDim> kernelSize,
const tv::SimpleVector<Index, NDim> stride,
const tv::SimpleVector<Index, NDim> padding,
const tv::SimpleVector<Index, NDim> dilation,
const tv::SimpleVector<Index, NDim> outSpatialShape,
bool transpose, bool resetGrid) {
if (transpose)
return getIndicePairsDeConv<Index, IndexGrid, NDim>(
indicesIn, indicesOut, gridsOut, indicePairs, indiceNum,
kernelSize.data(), stride.data(), padding.data(), dilation.data(),
outSpatialShape.data());
else
return getIndicePairsConv<Index, IndexGrid, NDim>(
indicesIn, indicesOut, gridsOut, indicePairs, indiceNum,
kernelSize.data(), stride.data(), padding.data(), dilation.data(),
outSpatialShape.data());
}
};
template <typename Index, typename IndexGrid, unsigned NDim>
struct CreateSubMIndicePairFunctor<tv::CPU, Index, IndexGrid, NDim> {
Index operator()(const tv::CPU& d, tv::TensorView<const Index> indicesIn,
tv::TensorView<IndexGrid> gridsOut,
tv::TensorView<Index> indicePairs,
tv::TensorView<Index> indiceNum,
const tv::SimpleVector<Index, NDim> kernelSize,
const tv::SimpleVector<Index, NDim> stride,
const tv::SimpleVector<Index, NDim> padding,
const tv::SimpleVector<Index, NDim> dilation,
const tv::SimpleVector<Index, NDim> outSpatialShape,
bool transpose, bool resetGrid) {
return getIndicePairsSubM<Index, IndexGrid, NDim>(
indicesIn, gridsOut, indicePairs, indiceNum, kernelSize.data(),
stride.data(), padding.data(), dilation.data(), outSpatialShape.data());
}
};
} // namespace functor
#define DECLARE_CPU_SPECS_INDEX_NDIM(Index, NDIM) \
template struct functor::CreateConvIndicePairFunctor<tv::CPU, Index, int, \
NDIM>; \
template struct functor::CreateSubMIndicePairFunctor<tv::CPU, Index, int, \
NDIM>;
#define DECLARE_CPU_INDEX(Index) \
DECLARE_CPU_SPECS_INDEX_NDIM(Index, 1); \
DECLARE_CPU_SPECS_INDEX_NDIM(Index, 2); \
DECLARE_CPU_SPECS_INDEX_NDIM(Index, 3); \
DECLARE_CPU_SPECS_INDEX_NDIM(Index, 4);
DECLARE_CPU_INDEX(int);
DECLARE_CPU_INDEX(long);
#undef DECLARE_CPU_INDEX
#undef DECLARE_CPU_SPECS_INDEX_NDIM