68 lines
2.6 KiB
C++
68 lines
2.6 KiB
C++
/****************************************************************************
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*
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* Copyright (c) 2021 Vivante Corporation
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*
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* Permission is hereby granted, free of charge, to any person obtaining a
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* copy of this software and associated documentation files (the "Software"),
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* to deal in the Software without restriction, including without limitation
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* the rights to use, copy, modify, merge, publish, distribute, sublicense,
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* and/or sell copies of the Software, and to permit persons to whom the
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* Software is furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
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* DEALINGS IN THE SOFTWARE.
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*
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*****************************************************************************/
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#ifndef TIM_VX_OPS_RESIZE1D_H_
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#define TIM_VX_OPS_RESIZE1D_H_
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#include "tim/vx/builtin_op.h"
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namespace tim {
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namespace vx {
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namespace ops {
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/**
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* ## Resize1d
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*
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* Resize1ds 1D tensors to given size.
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*
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* - type : NEAREST_NEIGHBOR, BILINEAR or AREA.
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* - factor : scale the input size. DO NOT use it with target_height / target_width together.
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* - align_corners : If True, the centers of the 4 corner pixels of the input and output
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* tensors are aligned, preserving the values at the corner pixels.
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* - half_pixel_centers : If True, the pixel centers are assumed to be at (0.5, 0.5).
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* This is the default behavior of image.resize in TF 2.0. If this parameter is True,
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* then align_corners parameter must be False.
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* - target_height / target_width : output height / width. DO NOT use it with factor together.
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*/
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class Resize1d : public BuiltinOp {
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public:
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Resize1d(Graph* graph, ResizeType type, float factor, bool align_corners,
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bool half_pixel_centers, int target_size,
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DataLayout layout = DataLayout::WHCN);
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std::shared_ptr<Operation> Clone(std::shared_ptr<Graph>& graph) const override;
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protected:
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const ResizeType type_;
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const float factor_;
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const bool align_corners_;
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const bool half_pixel_centers_;
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const int target_size_;
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};
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} // namespace ops
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} // namespace vx
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} // namespace tim
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#endif /* TIM_VX_OPS_RESIZE1D_H_ */
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