diff options
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h')
| -rw-r--r-- | arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h | 162 |
1 files changed, 50 insertions, 112 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h b/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h index 91cf44ff2e..3d81bf6087 100644 --- a/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h +++ b/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2016-2020 Arm Limited. + * Copyright (c) 2016-2021, 2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -24,115 +24,19 @@ #ifndef ARM_COMPUTE_NEPIXELWISEMULTIPLICATION_H #define ARM_COMPUTE_NEPIXELWISEMULTIPLICATION_H +#include "arm_compute/core/Rounding.h" #include "arm_compute/core/Types.h" +#include "arm_compute/function_info/ActivationLayerInfo.h" #include "arm_compute/runtime/IFunction.h" -#include "arm_compute/runtime/NEON/INEOperator.h" + +#include <memory> namespace arm_compute { class ITensor; class ITensorInfo; -namespace experimental -{ -/** Basic function to run @ref NEPixelWiseMultiplicationKernel */ -class NEPixelWiseMultiplication : public INEOperator -{ -public: - /** Initialise the kernel's inputs, output and convertion policy. - * - * Valid configurations (Input1,Input2) -> Output : - * - * Support: Broadcast? Scale=1/255? - * - (U8,U8) -> U8, S16 N Y - * - (U8,S16) -> S16 N Y - * - (S16,U8) -> S16 N Y - * - (S16,S16) -> S16 N Y - * - (S32,S32) -> S32 Y N - * - (F16,F16) -> F16 N Y - * - (F32,F32) -> F32 Y Y - * - (QASYMM8,QASYMM8) -> QASYMM8 Y Y - * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED Y Y - * - (QSYMM16,QSYMM16) -> QSYMM16, S32 N Y - * - * @note For @p scale equal to 1/255 only round to nearest even (implemented as round half up) is supported. - * For all other scale values only round to zero (implemented as round towards minus infinity) is supported. - * - * @param[in, out] input1 First input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/S32/QSYMM16/F16/F32 - * This input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. - * @param[in, out] input2 Second input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/S32/QSYMM16/F16/F32 - * This input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. - * @param[out] output Output tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32/S32 - * @param[in] scale Scale to apply after multiplication. - * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. - * If both @p input1, @p input2 and @p output are of datatype S32, scale cannot be 1/255 - * @param[in] overflow_policy Overflow policy. ConvertPolicy cannot be WRAP if any of the inputs is of quantized datatype - * @param[in] rounding_policy Rounding policy. - * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. - */ - void configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, - const ActivationLayerInfo &act_info = ActivationLayerInfo()); - /** Static function to check if given info will lead to a valid configuration of @ref NEPixelWiseMultiplication - * - * Valid configurations (Input1,Input2) -> Output : - * - * Support: Broadcast? Scale=1/255? - * - (U8,U8) -> U8, S16 N Y - * - (U8,S16) -> S16 N Y - * - (S16,U8) -> S16 N Y - * - (S16,S16) -> S16 N Y - * - (S32,S32) -> S32 Y N - * - (F16,F16) -> F16 N Y - * - (F32,F32) -> F32 Y Y - * - (QASYMM8,QASYMM8) -> QASYMM8 Y Y - * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED Y Y - * - (QSYMM16,QSYMM16) -> QSYMM16, S32 N Y - * - * @note For @p scale equal to 1/255 only round to nearest even (implemented as round half up) is supported. - * For all other scale values only round to zero (implemented as round towards minus infinity) is supported. - * - * @param[in] input1 First input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/S32/QSYMM16/F16/F32 - * @param[in] input2 Second input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/S32/QSYMM16/F16/F32 - * @param[in] output Output tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32/S32 - * @param[in] scale Scale to apply after multiplication. - * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. - * If both @p input1, @p input2 and @p output are of datatype S32, scale cannot be 1/255 - * @param[in] overflow_policy Overflow policy. ConvertPolicy cannot be WRAP if any of the inputs is of quantized datatype - * @param[in] rounding_policy Rounding policy. - * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. - * - * @return a status - */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, - const ActivationLayerInfo &act_info = ActivationLayerInfo()); -}; - -/** Basic function to run @ref NEComplexPixelWiseMultiplicationKernel. */ -class NEComplexPixelWiseMultiplication : public INEOperator -{ -public: - /** Initialise the kernel's inputs, output. - * - * @param[in, out] input1 An input tensor. Data types supported: F32. Number of channels supported: 2 (complex tensor). - * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. - * @param[in, out] input2 An input tensor. Data types supported: same as @p input1. Number of channels supported: same as @p input1. - * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. - * @param[out] output The output tensor. Data types supported: same as @p input1. Number of channels: same as @p input1. - * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. - */ - void configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); - /** Static function to check if given info will lead to a valid configuration of @ref NEComplexPixelWiseMultiplication - * - * @param[in] input1 An input tensor info. Data types supported: F32. Number of channels supported: 2 (complex tensor). - * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1. - * @param[in] output The output tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1. - * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. - */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); -}; -} // namespace experimental - -/** Basic function to run @ref NEPixelWiseMultiplicationKernel */ +/** Basic function to run @ref cpu::CpuMul */ class NEPixelWiseMultiplication : public IFunction { public: @@ -143,13 +47,31 @@ public: /** Prevent instances of this class from being copied (As this class contains pointers) */ NEPixelWiseMultiplication(const NEPixelWiseMultiplication &) = delete; /** Default move constructor */ - NEPixelWiseMultiplication(NEPixelWiseMultiplication &&); + NEPixelWiseMultiplication(NEPixelWiseMultiplication &&) = default; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEPixelWiseMultiplication &operator=(const NEPixelWiseMultiplication &) = delete; /** Default move assignment operator */ - NEPixelWiseMultiplication &operator=(NEPixelWiseMultiplication &&); + NEPixelWiseMultiplication &operator=(NEPixelWiseMultiplication &&) = default; /** Initialise the kernel's inputs, output and convertion policy. * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src0 |src1 |dst | + * |:--------------|:--------------|:--------------| + * |QASYMM8 |QASYMM8 |QASYMM8 | + * |QASYMM8_SIGNED |QASYMM8_SIGNED |QASYMM8_SIGNED | + * |QSYMM16 |QSYMM16 |QASYMM16 | + * |QSYMM16 |QSYMM16 |S32 | + * |U8 |U8 |U8 | + * |U8 |U8 |S16 | + * |U8 |S16 |S16 | + * |S16 |U8 |S16 | + * |S16 |S16 |S16 | + * |F16 |F16 |F16 | + * |F32 |S32 |F32 | + * * @note For @p scale equal to 1/255 only round to nearest even (implemented as round half up) is supported. * For all other scale values only round to zero (implemented as round towards minus infinity) is supported. * @@ -173,7 +95,12 @@ public: * @param[in] rounding_policy Rounding policy. * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. */ - void configure(const ITensor *input1, const ITensor *input2, ITensor *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, + void configure(const ITensor *input1, + const ITensor *input2, + ITensor *output, + float scale, + ConvertPolicy overflow_policy, + RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); /** Static function to check if given info will lead to a valid configuration of @ref NEPixelWiseMultiplication * @@ -200,7 +127,12 @@ public: * * @return a status */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, + static Status validate(const ITensorInfo *input1, + const ITensorInfo *input2, + const ITensorInfo *output, + float scale, + ConvertPolicy overflow_policy, + RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); // Inherited methods overridden: @@ -211,7 +143,7 @@ private: std::unique_ptr<Impl> _impl; }; -/** Basic function to run @ref NEComplexPixelWiseMultiplicationKernel. */ +/** Basic function to run @ref cpu::CpuComplexMul. */ class NEComplexPixelWiseMultiplication : public IFunction { public: @@ -222,11 +154,11 @@ public: /** Prevent instances of this class from being copied (As this class contains pointers) */ NEComplexPixelWiseMultiplication(const NEComplexPixelWiseMultiplication &) = delete; /** Default move constructor */ - NEComplexPixelWiseMultiplication(NEComplexPixelWiseMultiplication &&); + NEComplexPixelWiseMultiplication(NEComplexPixelWiseMultiplication &&) = default; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEComplexPixelWiseMultiplication &operator=(const NEComplexPixelWiseMultiplication &) = delete; /** Default move assignment operator */ - NEComplexPixelWiseMultiplication &operator=(NEComplexPixelWiseMultiplication &&); + NEComplexPixelWiseMultiplication &operator=(NEComplexPixelWiseMultiplication &&) = default; /** Initialise the kernel's inputs, output. * * @param[in, out] input1 An input tensor. Data types supported: F32. Number of channels supported: 2 (complex tensor). @@ -236,7 +168,10 @@ public: * @param[out] output The output tensor. Data types supported: same as @p input1. Number of channels: same as @p input1. * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. */ - void configure(ITensor *input1, ITensor *input2, ITensor *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + void configure(ITensor *input1, + ITensor *input2, + ITensor *output, + const ActivationLayerInfo &act_info = ActivationLayerInfo()); /** Static function to check if given info will lead to a valid configuration of @ref NEComplexPixelWiseMultiplication * * @param[in] input1 An input tensor info. Data types supported: F32. Number of channels supported: 2 (complex tensor). @@ -244,7 +179,10 @@ public: * @param[in] output The output tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1. * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported. */ - static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + static Status validate(const ITensorInfo *input1, + const ITensorInfo *input2, + const ITensorInfo *output, + const ActivationLayerInfo &act_info = ActivationLayerInfo()); // Inherited methods overridden: void run() override; @@ -253,5 +191,5 @@ private: struct Impl; std::unique_ptr<Impl> _impl; }; -} +} // namespace arm_compute #endif /*ARM_COMPUTE_NEPIXELWISEMULTIPLICATION_H */ |