/* * Copyright (c) 2021 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_CPU_ELEMENTWISE_KERNEL_H #define ARM_COMPUTE_CPU_ELEMENTWISE_KERNEL_H #include "src/core/common/Macros.h" #include "src/core/cpu/ICpuKernel.h" namespace arm_compute { class ITensor; namespace cpu { namespace kernels { /** 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 CpuElementwiseKernel : public ICpuKernel { public: const char *name() const override { return "CpuElementwiseKernel"; } CpuElementwiseKernel() = default; ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuElementwiseKernel); /** Common signature for all the specialised arithmetic functions * * @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[out] output Output tensor info. Data types supported: Dependent on subclass. * @param[in] window Region on which to execute the kernel. */ using ElementwiseFunction = void(const ITensor *, const ITensor *, ITensor *, const Window &); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; 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 ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); /** Function to get the micro kernel implementation * * @param[in] input1 First input tensor information * @param[in] input2 Second input tensor information * @param[in] output Output tensor information * * @return the function instance for the micro kernel */ virtual std::function get_implementation(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output) = 0; }; class CpuArithmeticKernel : public CpuElementwiseKernel { public: /** Default constructor */ CpuArithmeticKernel() = default; /** Configure kernel * * @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[out] output Output tensor info. Data types supported: Same as @p input1. */ void configure(ArithmeticOperation op, const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); /** Static function to check if given info will lead to a valid configuration of @ref cpu::kernels::CpuArithmeticKernel * * @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); ArithmeticOperation _op{}; private: /** Function to get the micro kernel implementation * * @param[in] input1 First input tensor information * @param[in] input2 Second input tensor information * @param[in] output Output tensor information * * @return the function instance for the micro kernel */ std::function get_implementation(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output) override; }; class CpuDivisionKernel : public CpuArithmeticKernel { public: /** Default constructor */ CpuDivisionKernel() = default; /** Configure kernel * * @param[in] input1 First tensor input info. Data types supported: S32/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. */ void configure(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); /** Static function to check if given info will lead to a valid configuration of @ref CpuDivisionKernel * * @param[in] input1 First tensor input info. Data types supported: S32/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 CpuPowerKernel : public CpuArithmeticKernel { public: /** Default constructor */ CpuPowerKernel() = default; /** Configure kernel * * @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. */ void configure(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); /** Static function to check if given info will lead to a valid configuration of @ref CpuPowerKernel * * @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 CpuComparisonKernel : public CpuElementwiseKernel { public: /** Default constructor */ CpuComparisonKernel() = default; /** Configure kernel * * @param[in] op Comparison operation to be executed. * @param[in] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @param[in] input2 Second tensor input info. Data types supported: Same as @p input1. * @param[out] output Output tensor info. Data types supported: U8. */ void configure(ComparisonOperation op, const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); /** Static function to check if given info will lead to a valid configuration of @ref cpu::kernels::CpuComparisonKernel * * @param[in] op Comparison operation to be executed. * @param[in] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/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: U8. * * @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); private: /** Function to get the micro kernel implementation * * @param[in] input1 First input tensor information * @param[in] input2 Second input tensor information * @param[in] output Output tensor information * * @return the function instance for the micro kernel */ std::function get_implementation(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output) override; ComparisonOperation _op{}; }; } // namespace kernels } // namespace cpu } // namespace arm_compute #endif /* ARM_COMPUTE_CPU_ELEMENTWISE_KERNEL_H */