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

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C++

/****************************************************************************
*
* Copyright (c) 2020 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
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
* DEALINGS IN THE SOFTWARE.
*
*****************************************************************************/
#ifndef TIM_VX_OPS_SIMPLE_OPERATIONS_H_
#define TIM_VX_OPS_SIMPLE_OPERATIONS_H_
#include "tim/vx/operation.h"
namespace tim {
namespace vx {
namespace ops {
#define DECLARE_SIMPLE_OP(NAME) \
class NAME : public Operation { \
public: \
NAME(Graph* graph); \
};
/**
* ## DataConvert
*
* Change the format from input tensor to output tensor.
*
* ## Neg
*
* Neg(x) : -x
*
* ## Abs
*
* Abs(x) : x if x >= 0; -x if x < 0.
*
* ## Sin
*
* Sin(x) : sin(x)
*
* ## Exp
*
* Exp(x) : e^x
*
* ## Log
*
* Log(x) : ln(x)
*
* ## Sqrt
*
* Sqrt(x) : $$\sqrt{x}$$
*
* ## Rsqrt
*
* Rsqrt(x) : $$\frac{1}{\sqrt{x}}$$
*
* ## Square
*
* Square : x^2
*
* ## LogicalNot
*
* LogicalNot(x) : NOT x
*
* ## Floor
*
* returns the largest integer less than or equal to a given number.
*
* ## Cast
*
* Change the format from input tensor to output tensor. This operation ignores
* the scale and zeroPoint of quanized tensors.
*/
DECLARE_SIMPLE_OP(DataConvert)
DECLARE_SIMPLE_OP(Neg)
DECLARE_SIMPLE_OP(Abs)
DECLARE_SIMPLE_OP(Sin)
// TODO(jiangbo): enable it when internal ops supports `Cos`
//DECLARE_SIMPLE_OP(Cos)
DECLARE_SIMPLE_OP(Exp)
DECLARE_SIMPLE_OP(Log)
DECLARE_SIMPLE_OP(Sqrt)
DECLARE_SIMPLE_OP(Rsqrt)
DECLARE_SIMPLE_OP(Square)
DECLARE_SIMPLE_OP(LogicalNot)
DECLARE_SIMPLE_OP(Floor)
DECLARE_SIMPLE_OP(Cast)
#undef DECLARE_SIMPLE_OP
} // namespace ops
} // namespace vx
} // namespace tim
#endif /* TIM_VX_OPS_SIMPLE_OPERATIONS_H_ */