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| author | giuros01 <giuseppe.rossini@arm.com> | 2019-06-20 10:30:17 +0100 |
|---|---|---|
| committer | Manuel Bottini <manuel.bottini@arm.com> | 2019-07-01 10:20:51 +0000 |
| commit | c9573f35c4267aa55648df4a134ebec82c5af93b (patch) | |
| tree | aa17eabf8c1ecec995d22aa8a3479b9f15becaf7 /arm_compute/core/NEON/kernels/NEActivationLayerKernel.h | |
| parent | 5a1320b923ec4db1cde00f9fc1be590022178b7f (diff) | |
| download | ComputeLibrary-c9573f35c4267aa55648df4a134ebec82c5af93b.tar.gz | |
COMPMID-2407: Add (logistic and tanh) activation support for QSYMM16 for NEON
Change-Id: Ib89c9cfe12975e51d1710af736c73ce79e667363
Signed-off-by: giuros01 <giuseppe.rossini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1412
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Manuel Bottini <manuel.bottini@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEActivationLayerKernel.h')
| -rw-r--r-- | arm_compute/core/NEON/kernels/NEActivationLayerKernel.h | 10 |
1 files changed, 8 insertions, 2 deletions
diff --git a/arm_compute/core/NEON/kernels/NEActivationLayerKernel.h b/arm_compute/core/NEON/kernels/NEActivationLayerKernel.h index 9381beaded..5e87bd76a5 100644 --- a/arm_compute/core/NEON/kernels/NEActivationLayerKernel.h +++ b/arm_compute/core/NEON/kernels/NEActivationLayerKernel.h @@ -58,7 +58,7 @@ public: * @note If the output tensor is a nullptr, the activation function will be performed in-place * * @param[in, out] input Source tensor. In case of @p output tensor = nullptr, this tensor will store the result - * of the activation function. Data types supported: QASYMM8/F16/F32. + * of the activation function. Data types supported: QASYMM8/QSYMM16/F16/F32. * @param[out] output Destination tensor. Data type supported: same as @p input * @param[in] activation_info Activation layer information. */ @@ -66,7 +66,7 @@ public: /** Static function to check if given info will lead to a valid configuration of @ref NEActivationLayerKernel * * @param[in] input Source tensor info. In case of @p output tensor info = nullptr, this tensor will store the result - * of the activation function. Data types supported: QASYMM8/F16/F32. + * of the activation function. Data types supported: QASYMM8/QSYMM16/F16/F32. * @param[in] output Destination tensor info. Data type supported: same as @p input * @param[in] act_info Activation layer information. * @@ -97,6 +97,12 @@ private: */ template <ActivationLayerInfo::ActivationFunction F, typename T> typename std::enable_if<std::is_same<T, qasymm8_t>::value, void>::type activation(const Window &window); + /** Function to apply an activation function on a tensor. + * + * @param[in] window Region on which to execute the kernel + */ + template <ActivationLayerInfo::ActivationFunction F, typename T> + typename std::enable_if<std::is_same<T, qsymm16_t>::value, void>::type activation(const Window &window); private: ITensor *_input; |