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author | Michalis Spyrou <michalis.spyrou@arm.com> | 2020-06-18 10:14:57 +0100 |
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committer | Michalis Spyrou <michalis.spyrou@arm.com> | 2020-06-19 14:35:22 +0000 |
commit | ce0c67559cf03965acc8f212263a9f53205a0a3f (patch) | |
tree | c37105c72538108c46e5964cf49d15acd2d85980 /arm_compute/runtime/NEON/functions/NEPReluLayer.h | |
parent | 3be0b8c8d4e90bd264e9575dc2b6994ce8e14d50 (diff) | |
download | ComputeLibrary-ce0c67559cf03965acc8f212263a9f53205a0a3f.tar.gz |
COMPMID-3377: Async support to NEElementwiseUnaryLayerKernel kernels/functions
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com>
Change-Id: I208287b44ece051e95f891d43a691cb0ac6e56c5
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3419
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEPReluLayer.h')
-rw-r--r-- | arm_compute/runtime/NEON/functions/NEPReluLayer.h | 57 |
1 files changed, 54 insertions, 3 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEPReluLayer.h b/arm_compute/runtime/NEON/functions/NEPReluLayer.h index 102a165383..9229a842e8 100644 --- a/arm_compute/runtime/NEON/functions/NEPReluLayer.h +++ b/arm_compute/runtime/NEON/functions/NEPReluLayer.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2019 ARM Limited. + * Copyright (c) 2019-2020 ARM Limited. * * SPDX-License-Identifier: MIT * @@ -25,21 +25,65 @@ #define ARM_COMPUTE_NEPRELULAYER_H #include "arm_compute/core/Types.h" -#include "arm_compute/runtime/NEON/INESimpleFunction.h" +#include "arm_compute/runtime/IFunction.h" +#include "arm_compute/runtime/NEON/INEOperator.h" namespace arm_compute { class ITensor; +namespace experimental +{ /** Basic function to run @ref NEArithmeticOperationKernel for PRELU * * @note The function implements an activation layer with the PRELU activation function. */ -class NEPReluLayer : public INESimpleFunction +class NEPReluLayer : public INEOperator { public: /** Set the input and output tensor. * + * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. + * @param[in] alpha Source alpha tensor info. Data types supported: same of @p input. + * @param[out] output Destination tensor info. Data type supported: same as @p input + */ + void configure(const ITensorInfo *input, const ITensorInfo *alpha, ITensorInfo *output); + /** Static function to check if given info will lead to a valid configuration of @ref NEComparisonOperationKernel + * + * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. + * @param[in] alpha Source alpha tensor info. Data types supported: same of @p input. + * @param[in] output Destination tensor info. Data type supported: same as @p input + * + * @return a status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *alpha, const ITensorInfo *output); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; +} // namespace experimental + +/** Basic function to run @ref NEArithmeticOperationKernel for PRELU + * + * @note The function implements an activation layer with the PRELU activation function. + */ +class NEPReluLayer : public IFunction +{ +public: + /** Default Constructor */ + NEPReluLayer(); + /** Default Destructor */ + ~NEPReluLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + NEPReluLayer(const NEPReluLayer &) = delete; + /** Default move constructor */ + NEPReluLayer(NEPReluLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + NEPReluLayer &operator=(const NEPReluLayer &) = delete; + /** Default move assignment operator */ + NEPReluLayer &operator=(NEPReluLayer &&); + /** Set the input and output tensor. + * * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] alpha Source alpha tensor. Data types supported: same of @p input. * @param[out] output Destination tensor. Data type supported: same as @p input @@ -54,6 +98,13 @@ public: * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *alpha, const ITensorInfo *output); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; }; } // namespace arm_compute #endif /* ARM_COMPUTE_NEPRELULAYER_H */ |