/* * Copyright (c) 2018-2019 ARM Limited. * * SPDX-License-Identifier: MIT * * 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 ARM_COMPUTE_NEELEMENTWISEOPERATIONKERNEL_H #define ARM_COMPUTE_NEELEMENTWISEOPERATIONKERNEL_H #include "arm_compute/core/NEON/INEKernel.h" #include "arm_compute/core/Types.h" namespace arm_compute { class ITensor; /** Interface for an element-wise operation kernel * * Element-wise operation is computed by: * @f[ output(x,y) = OP(input1(x,y), input2(x,y))@f] * */ class NEElementwiseOperationKernel : public INEKernel { public: const char *name() const override { return "NEElementwiseOperationKernel"; } /** Default constructor */ NEElementwiseOperationKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEElementwiseOperationKernel(const NEElementwiseOperationKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEElementwiseOperationKernel &operator=(const NEElementwiseOperationKernel &) = delete; /** Allow instances of this class to be moved */ NEElementwiseOperationKernel(NEElementwiseOperationKernel &&) = default; /** Allow instances of this class to be moved */ NEElementwiseOperationKernel &operator=(NEElementwiseOperationKernel &&) = default; /** Default destructor */ ~NEElementwiseOperationKernel() = default; // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; /** Common signature for all the specialised arithmetic functions * * @param[in] input1 First tensor input. Data types supported: QASYMM8/S16/F16/S32/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input1. * @param[in] output Output tensor. Data types supported: Dependent on subclass. * @param[in] window Region on which to execute the kernel. */ using ElementwiseFunction = void(const ITensor *input1, const ITensor *input2, ITensor *output, const Window &window); protected: /** Validate the argument passed to the kernel * * @param[in] input1 First tensor input. Data types supported: QASYMM8/S16/F16/S32/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input1. * @param[in] output Output tensor. Data types supported: Dependent on subclass. */ static Status validate_arguments_common(const ITensorInfo &input1, const ITensorInfo &input2, const ITensorInfo &output); /** Commmon configure function for element-wise operators with no additional options (e.g. Min, Max, SquaredDiff) * */ void configure_common(const ITensor *input1, const ITensor *input2, ITensor *output); /** Function to use for the particular tensor types passed to configure() */ std::function _function; const ITensor *_input1; const ITensor *_input2; ITensor *_output; }; class NEArithmeticOperationKernel : public NEElementwiseOperationKernel { public: /** Default constructor */ NEArithmeticOperationKernel() = default; /** Static function to check if given info will lead to a valid configuration of @ref NEArithmeticOperationKernel * * @param[in] op Arithmetic operation to be executed. * @param[in] input1 First tensor input. Data types supported: QASYMM8/S16/F16/S32/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input1. * @param[in] output Output tensor. Data types supported: Same as @p input1. */ void configure(ArithmeticOperation op, const ITensor *input1, const ITensor *input2, ITensor *output); /** Static function to check if given info will lead to a valid configuration of @ref NEArithmeticOperationKernel * * @param[in] op Arithmetic operation to be executed. * @param[in] input1 First tensor input info. Data types supported: QASYMM8/S16/F16/S32/F32. * @param[in] input2 Second tensor input info. Data types supported: Same as @p input1. * @param[in] output Output tensor info. Data types supported: Same as @p input1. * * @return a Status */ static Status validate(ArithmeticOperation op, const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); protected: // Inherited methods overridden: static Status validate_arguments(const ITensorInfo &input1, const ITensorInfo &input2, const ITensorInfo &output); }; class NEDivisionOperationKernel : public NEArithmeticOperationKernel { public: /** Default constructor */ NEDivisionOperationKernel() = default; /** Static function to check if given info will lead to a valid configuration of @ref NEArithmeticOperationKernel * * @param[in] input1 First tensor input. Data types supported: F16/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input1. * @param[in] output Output tensor. Data types supported: Same as @p input1. */ void configure(const ITensor *input1, const ITensor *input2, ITensor *output); /** Static function to check if given info will lead to a valid configuration of @ref NEArithmeticOperationKernel * * @param[in] input1 First tensor input info. Data types supported: F16/F32. * @param[in] input2 Second tensor input info. Data types supported: Same as @p input1. * @param[in] output Output tensor info. Data types supported: Same as @p input1. * * @return a Status */ static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); protected: // Inherited methods overridden: static Status validate_arguments(const ITensorInfo &input1, const ITensorInfo &input2, const ITensorInfo &output); }; class NEPowerOperationKernel : public NEArithmeticOperationKernel { public: /** Default constructor */ NEPowerOperationKernel() = default; /** Static function to check if given info will lead to a valid configuration of @ref NEArithmeticOperationKernel * * @param[in] input1 First tensor input. Data types supported: F16/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input1. * @param[out] output Output tensor. Data types supported: Same as @p input1. */ void configure(const ITensor *input1, const ITensor *input2, ITensor *output); /** Static function to check if given info will lead to a valid configuration of @ref NEArithmeticOperationKernel * * @param[in] input1 First tensor input info. Data types supported: F16/F32. * @param[in] input2 Second tensor input info. Data types supported: Same as @p input1. * @param[out] output Output tensor info. Data types supported: Same as @p input1. * * @return a Status */ static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); protected: // Inherited methods overridden: static Status validate_arguments(const ITensorInfo &input1, const ITensorInfo &input2, const ITensorInfo &output); }; class NEComparisonOperationKernel : public NEElementwiseOperationKernel { public: /** Default constructor */ NEComparisonOperationKernel() = default; /** Static function to check if given info will lead to a valid configuration of @ref NEComparisonOperationKernel * * @param[in] op Comparison operation to be executed. * @param[in] input1 First tensor input. Data types supported: QASYMM8/S16/F16/S32/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input1. * @param[in] output Output tensor. Data types supported: U16/U32. */ void configure(ComparisonOperation op, const ITensor *input1, const ITensor *input2, ITensor *output); /** Static function to check if given info will lead to a valid configuration of @ref NEComparisonOperationKernel * * @param[in] op Comparison operation to be executed. * @param[in] input1 First tensor input info. Data types supported: QASYMM8/S16/F16/S32/F32. * @param[in] input2 Second tensor input info. Data types supported: Same as @p input1. * @param[in] output Output tensor info. Data types supported: U16/U32. * * @return a Status */ static Status validate(ComparisonOperation op, const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); protected: // Inherited methods overridden: static Status validate_arguments(const ITensorInfo &input1, const ITensorInfo &input2, const ITensorInfo &output); }; } // namespace arm_compute #endif /* ARM_COMPUTE_NEELEMENTWISEOPERATIONKERNEL_H */