diff options
Diffstat (limited to 'src/runtime/cpu/operators/CpuElementwise.h')
| -rw-r--r-- | src/runtime/cpu/operators/CpuElementwise.h | 150 |
1 files changed, 78 insertions, 72 deletions
diff --git a/src/runtime/cpu/operators/CpuElementwise.h b/src/runtime/cpu/operators/CpuElementwise.h index 611a374c26..4b350d5f9f 100644 --- a/src/runtime/cpu/operators/CpuElementwise.h +++ b/src/runtime/cpu/operators/CpuElementwise.h @@ -30,30 +30,36 @@ namespace arm_compute { namespace cpu { +class CpuElementwiseBase : public ICpuOperator +{ +public: + // Inherited methods overridden: + void run(ITensorPack &tensors) override; +}; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for max * * @note The tensor data type for the inputs must be QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @note The function performs a max operation between two tensors. */ -class CpuElementwiseMax : public ICpuOperator +class CpuElementwiseMax : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in, out] 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. + * @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: Same as @p src0. */ - void configure(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); + 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 max * - * @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: Same as @p input1. + * @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: Same as @p src0. * * @return a status */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for min @@ -61,25 +67,25 @@ public: * @note The tensor data type for the inputs must be QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @note The function performs a min operation between two tensors. */ -class CpuElementwiseMin : public ICpuOperator +class CpuElementwiseMin : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in, out] 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. + * @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: Same as @p src0. */ - void configure(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); + 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 min * - * @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: Same as @p input1. + * @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: Same as @p src0. * * @return a status */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for squared difference @@ -87,25 +93,25 @@ public: * @note The tensor data type for the inputs must be QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. * @note The function performs a squared different operation between two tensors (i.e., out[i] = (in1[i] - in2[i])^2 */ -class CpuElementwiseSquaredDiff : public ICpuOperator +class CpuElementwiseSquaredDiff : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in, out] 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. + * @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: Same as @p src0. */ - void configure(const ITensorInfo *input1, const ITensorInfo *input2, ITensorInfo *output); + 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 squared difference * - * @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: Same as @p input1. + * @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: Same as @p src0. * * @return a status */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for division @@ -113,25 +119,25 @@ public: * @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 ICpuOperator +class CpuElementwiseDivision : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: S32/F16/F32. - * @param[in, out] 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. + * @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 *input1, const ITensorInfo *input2, ITensorInfo *output); + 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] 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. + * @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 *input1, const ITensorInfo *input2, const ITensorInfo *output); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuArithmeticKernel for power @@ -140,25 +146,25 @@ public: * @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 ICpuOperator +class CpuElementwisePower : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: F16/F32. - * @param[in, out] 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. + * @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 *input1, const ITensorInfo *input2, ITensorInfo *output); + 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] 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. + * @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 *input1, const ITensorInfo *input2, const ITensorInfo *output); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run @ref cpu::kernels::CpuComparisonKernel. @@ -166,27 +172,27 @@ public: * @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 ICpuOperator +class CpuElementwiseComparison : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in, out] input2 Second tensor input info. Data types supported: Same as @p input1. - * @param[out] output Output tensor info. Data types supported: U16/U32. - * @param[in] op Comparison Operation to be performed. + * @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 *input1, const ITensorInfo *input2, ITensorInfo *output, ComparisonOperation op); + 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] 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: U16/U32. - * @param[in] op Comparison Operation to be performed. + * @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 *input1, const ITensorInfo *input2, const ITensorInfo *output, ComparisonOperation op); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, ComparisonOperation op); }; /** Basic function to run @ref cpu::kernels::CpuComparisonKernel @@ -195,25 +201,25 @@ public: * @note The function performs a comparison operation between two tensors. */ template <ComparisonOperation op> -class CpuElementwiseComparisonStatic : public ICpuOperator +class CpuElementwiseComparisonStatic : public CpuElementwiseBase { public: - /** Initialise the kernel's inputs, output and conversion policy. + /** Initialise the kernel's inputs, dst and conversion policy. * - * @param[in, out] input1 First tensor input info. Data types supported: QASYMM8/QASYMM8_SIGNED/S16/F16/S32/F32. - * @param[in, out] input2 Second tensor input info. Data types supported: Same as @p input1. - * @param[out] output Output tensor info. Data types supported: U16/U32. + * @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 *input1, const ITensorInfo *input2, ITensorInfo *output); + 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] 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: U16/U32. + * @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 *input1, const ITensorInfo *input2, const ITensorInfo *output); + static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst); }; /** Basic function to run equal comparison. */ |