/* * 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_H #define ARM_COMPUTE_CPU_ELEMENTWISE_H #include "src/cpu/ICpuOperator.h" namespace arm_compute { namespace cpu { class CpuElementwiseBase : public ICpuOperator { public: // Inherited methods overridden: void run(ITensorPack &tensors) override; }; /** Class to run @ref cpu::kernels::CpuArithmeticKernel except for division and power * * @note Max/Min/Squared difference supports input data type of QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32 * @note PRelu supports inpute data type of QASYMM8/QASYMM8_SIGNED/F16/F32. */ template class CpuElementwiseArithmetic : public CpuElementwiseBase { public: /** Configure the operator * * @param[in] src0 The first source tensor information. * @param[in] src1 The second source tensor information. With PRelu, this is used as alpha tensor. * @param[out] dst The output tensor information. */ void configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref CpuElementwiseArithmetic::configure() * * @return a status */ static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Class to run @ref cpu::kernels::CpuArithmeticKernel except for maximum operation */ using CpuElementwiseMax = CpuElementwiseArithmetic; /** Class to run @ref cpu::kernels::CpuArithmeticKernel except for minimum operation */ using CpuElementwiseMin = CpuElementwiseArithmetic; /** Class to run @ref cpu::kernels::CpuArithmeticKernel except for squared difference operation */ using CpuElementwiseSquaredDiff = CpuElementwiseArithmetic; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for division * * @note The tensor data type for the inputs must be S32/F16/F32. * @note The function performs a division operation between two tensors (i.e., out[i] = in1[i] / in2[i]) */ class CpuElementwiseDivision : public CpuElementwiseBase { public: /** Initialise the kernel's inputs, dst and conversion policy. * * @param[in, out] src0 First tensor input info. Data types supported: S32/F16/F32. * @param[in, out] src1 Second tensor input info. Data types supported: Same as @p src0. * @param[out] dst Output tensor info. Data types supported: Same as @p src0. */ void configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref CpuElementwiseDivision::configure() * * @return a status */ static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for power * * @note The tensor data type for the inputs must be F16/F32. * @note The function performs a elementwise power of in1 to in2 (i.e., out[i] = in1[i] ^ in2[i]) * @note For an exponent that is a float, this function will only work with a positive base. */ class CpuElementwisePower : public CpuElementwiseBase { public: /** Initialise the kernel's inputs, dst and conversion policy. * * @param[in, out] src0 First tensor input info. Data types supported: F16/F32. * @param[in, out] src1 Second tensor input info. Data types supported: Same as @p src0. * @param[out] dst Output tensor info. Data types supported: Same as @p src0. */ void configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref CpuElementwisePower::configure() * * @return a status */ static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuComparisonKernel. * * @note The tensor data type for the inputs must be QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @note The function performs a comparison operation between two tensors. */ class CpuElementwiseComparison : public CpuElementwiseBase { public: /** Initialise the kernel's inputs, dst and conversion policy. * * @param[in, out] src0 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @param[in, out] src1 Second tensor input info. Data types supported: Same as @p src0. * @param[out] dst Output tensor info. Data types supported: U16/U32. * @param[in] op Comparison Operation to be performed. */ void configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst, ComparisonOperation op); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref CpuElementwiseComparison::configure() * * @return a status */ static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, ComparisonOperation op); }; /** Basic function to run @ref cpu::kernels::CpuComparisonKernel * * @note The tensor data type for the inputs must be QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @note The function performs a comparison operation between two tensors. */ template class CpuElementwiseComparisonStatic : public CpuElementwiseBase { public: /** Initialise the kernel's inputs, dst and conversion policy. * * @param[in, out] src0 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @param[in, out] src1 Second tensor input info. Data types supported: Same as @p src0. * @param[out] dst Output tensor info. Data types supported: U16/U32. */ void configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref CpuElementwiseComparisonStatic::configure() * * @return a status */ static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run equal comparison. */ using NEEqual = CpuElementwiseComparisonStatic; /** Basic function to run not equal comparison. */ using NENotEqual = CpuElementwiseComparisonStatic; /** Basic function to run greater comparison. */ using NEGreater = CpuElementwiseComparisonStatic; /** Basic function to run greater-equal comparison. */ using NEGreaterEqual = CpuElementwiseComparisonStatic; /** Basic function to run less comparison. */ using NELess = CpuElementwiseComparisonStatic; /** Basic function to run less-equal comparison. */ using NELessEqual = CpuElementwiseComparisonStatic; } // namespace cpu } // namespace arm_compute #endif /* ARM_COMPUTE_CPU_ELEMENTWISE_H */