diff options
Diffstat (limited to 'src/runtime/cpu/operators/CpuElementwise.h')
| -rw-r--r-- | src/runtime/cpu/operators/CpuElementwise.h | 196 |
1 files changed, 0 insertions, 196 deletions
diff --git a/src/runtime/cpu/operators/CpuElementwise.h b/src/runtime/cpu/operators/CpuElementwise.h deleted file mode 100644 index 899a2ffdb7..0000000000 --- a/src/runtime/cpu/operators/CpuElementwise.h +++ /dev/null @@ -1,196 +0,0 @@ -/* - * 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/runtime/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 <ArithmeticOperation op> -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 the given information will lead to a valid configuration - * - * @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. - * - * @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<ArithmeticOperation::MAX>; -/** Class to run @ref cpu::kernels::CpuArithmeticKernel except for minimum operation */ -using CpuElementwiseMin = CpuElementwiseArithmetic<ArithmeticOperation::MIN>; -/** Class to run @ref cpu::kernels::CpuArithmeticKernel except for squared difference operation */ -using CpuElementwiseSquaredDiff = CpuElementwiseArithmetic<ArithmeticOperation::SQUARED_DIFF>; - -/** 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 of @ref cpu::kernels::CpuArithmeticKernel for division - * - * @param[in] src0 First tensor input info. Data types supported: S32/F16/F32. - * @param[in] src1 Second tensor input info. Data types supported: Same as @p src0. - * @param[in] dst Output tensor info. Data types supported: Same as @p src0. - * - * @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 of @ref cpu::kernels::CpuArithmeticKernel for power - * - * @param[in] src0 First tensor input info. Data types supported: F16/F32. - * @param[in] src1 Second tensor input info. Data types supported: Same as @p src0. - * @param[in] dst Output tensor info. Data types supported: Same as @p src0. - * - * @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 of @ref cpu::kernels::CpuComparisonKernel - * - * @param[in] src0 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in] src1 Second tensor input info. Data types supported: Same as @p src0. - * @param[in] dst Output tensor info. Data types supported: U16/U32. - * @param[in] op Comparison Operation to be performed. - * - * @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 <ComparisonOperation op> -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 of @ref cpu::kernels::CpuComparisonKernel - * - * @param[in] src0 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in] src1 Second tensor input info. Data types supported: Same as @p src0. - * @param[in] dst Output tensor info. Data types supported: U16/U32. - * - * @return a status - */ - static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); -}; - -/** Basic function to run equal comparison. */ -using NEEqual = CpuElementwiseComparisonStatic<ComparisonOperation::Equal>; -/** Basic function to run not equal comparison. */ -using NENotEqual = CpuElementwiseComparisonStatic<ComparisonOperation::NotEqual>; -/** Basic function to run greater comparison. */ -using NEGreater = CpuElementwiseComparisonStatic<ComparisonOperation::Greater>; -/** Basic function to run greater-equal comparison. */ -using NEGreaterEqual = CpuElementwiseComparisonStatic<ComparisonOperation::GreaterEqual>; -/** Basic function to run less comparison. */ -using NELess = CpuElementwiseComparisonStatic<ComparisonOperation::Less>; -/** Basic function to run less-equal comparison. */ -using NELessEqual = CpuElementwiseComparisonStatic<ComparisonOperation::LessEqual>; -} // namespace cpu -} // namespace arm_compute - -#endif /* ARM_COMPUTE_CPU_ELEMENTWISE_H */
\ No newline at end of file |