109 lines
4.5 KiB
C++
109 lines
4.5 KiB
C++
/*
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* Copyright (c) 2019-2020 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* 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 all
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* 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 FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_NEPRELULAYER_H
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#define ARM_COMPUTE_NEPRELULAYER_H
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#include "arm_compute/core/Types.h"
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#include "arm_compute/runtime/IFunction.h"
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#include "arm_compute/runtime/NEON/INEOperator.h"
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namespace arm_compute
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{
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class ITensor;
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class ITensorInfo;
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namespace experimental
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{
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/** Basic function to run @ref NEArithmeticOperationKernel for PRELU
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*
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* @note The function implements an activation layer with the PRELU activation function.
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*/
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class NEPRelu : public INEOperator
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{
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public:
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/** Set the input and output tensor.
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*
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* @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
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* @param[in] alpha Source alpha tensor info. Data types supported: same of @p input.
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* @param[out] output Destination tensor info. Data type supported: same as @p input
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*/
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void configure(const ITensorInfo *input, const ITensorInfo *alpha, ITensorInfo *output);
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/** Static function to check if given info will lead to a valid configuration of @ref NEComparisonOperationKernel
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*
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* @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
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* @param[in] alpha Source alpha tensor info. Data types supported: same of @p input.
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* @param[in] output Destination tensor info. Data type supported: same as @p input
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *alpha, const ITensorInfo *output);
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};
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} // namespace experimental
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/** Basic function to run @ref NEArithmeticOperationKernel for PRELU
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*
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* @note The function implements an activation layer with the PRELU activation function.
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*/
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class NEPReluLayer : public IFunction
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{
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public:
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/** Default Constructor */
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NEPReluLayer();
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/** Default Destructor */
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~NEPReluLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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NEPReluLayer(const NEPReluLayer &) = delete;
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/** Default move constructor */
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NEPReluLayer(NEPReluLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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NEPReluLayer &operator=(const NEPReluLayer &) = delete;
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/** Default move assignment operator */
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NEPReluLayer &operator=(NEPReluLayer &&);
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/** Set the input and output tensor.
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*
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* @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
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* @param[in] alpha Source alpha tensor. Data types supported: same of @p input.
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* @param[out] output Destination tensor. Data type supported: same as @p input
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*/
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void configure(const ITensor *input, const ITensor *alpha, ITensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref NEPReluLayer
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*
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* @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
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* @param[in] alpha Source alpha tensor info. Data types supported: same of @p input.
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* @param[in] output Destination tensor info. Data type supported: same as @p input
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *alpha, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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} // namespace arm_compute
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#endif /* ARM_COMPUTE_NEPRELULAYER_H */
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