TIM-VX/include/tim/vx/ops/space2depth.h

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2.1 KiB
C++

/****************************************************************************
*
* Copyright (c) 2020-2023 Vivante Corporation
*
* Permission is hereby granted, free of charge, to any person obtaining a
* copy of this software and associated documentation files (the "Software"),
* to deal in the Software without restriction, including without limitation
* the rights to use, copy, modify, merge, publish, distribute, sublicense,
* and/or sell copies of the Software, and to permit persons to whom the
* Software is furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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*****************************************************************************/
#ifndef TIM_VX_OPS_SPACE2DEPTH_H_
#define TIM_VX_OPS_SPACE2DEPTH_H_
#include "tim/vx/builtin_op.h"
namespace tim {
namespace vx {
namespace ops {
/**
* ## SpaceToDepth
*
* SpaceToDepth rearranges blocks of spatial data into depth. More specifically,
* this op outputs a copy of the input tensor where values from the height and
* width dimensions are moved to the depth dimension. This is the reverse
* transformation of DepthToSpace.
*/
class SpaceToDepth : public BuiltinOp {
public:
SpaceToDepth(Graph* graph, std::vector<int> block_size,
DataLayout layout = DataLayout::WHCN);
std::shared_ptr<Operation> Clone(std::shared_ptr<Graph>& graph) const override;
protected:
std::vector<int> block_size_;
};
} // namespace ops
} // namespace vx
} // namespace tim
#endif /* TIM_VX_OPS_SPACE2DEPTH_H_ */