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author | Sang-Hoon Park <sang-hoon.park@arm.com> | 2020-11-25 11:46:03 +0000 |
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committer | Sang-Hoon Park <sang-hoon.park@arm.com> | 2020-12-02 10:18:46 +0000 |
commit | add8e815ea94c8f8e6b1c9faf18527695f1332ec (patch) | |
tree | 5941064344b426d12bc76b2fba3d0c631e796088 /src/core/NEON/kernels/NEActivationLayerKernel.cpp | |
parent | 4ffc42afafc8e6eee9917ac27b4bc510973335bf (diff) | |
download | ComputeLibrary-add8e815ea94c8f8e6b1c9faf18527695f1332ec.tar.gz |
COMPMID-3862: Add support QASYMM8 LEAKY RELU activation
- LEAKY RELU activation is supported for QASYMM8 data type
- vquantize on NEON side has been modified to match with
other backends (OpenCL and reference)
Change-Id: I194631225c8d4f3cc96027d64812ec2be2b4328a
Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4593
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Manuel Bottini <manuel.bottini@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/NEActivationLayerKernel.cpp')
-rw-r--r-- | src/core/NEON/kernels/NEActivationLayerKernel.cpp | 5 |
1 files changed, 3 insertions, 2 deletions
diff --git a/src/core/NEON/kernels/NEActivationLayerKernel.cpp b/src/core/NEON/kernels/NEActivationLayerKernel.cpp index 51257cb96b..d969fd8e38 100644 --- a/src/core/NEON/kernels/NEActivationLayerKernel.cpp +++ b/src/core/NEON/kernels/NEActivationLayerKernel.cpp @@ -110,7 +110,8 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, c ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, ActivationLayerInfo::ActivationFunction::LOGISTIC, ActivationLayerInfo::ActivationFunction::TANH, - ActivationLayerInfo::ActivationFunction::HARD_SWISH + ActivationLayerInfo::ActivationFunction::HARD_SWISH, + ActivationLayerInfo::ActivationFunction::LEAKY_RELU, }; const static std::set<ActivationLayerInfo::ActivationFunction> qsymm16_supported_activations = { @@ -123,7 +124,7 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, c const ActivationLayerInfo::ActivationFunction f_act = activation_info.activation(); ARM_COMPUTE_RETURN_ERROR_ON_MSG(is_data_type_quantized_asymmetric(data_type) && (qasymm8_supported_activations.count(f_act) == 0), - "For QASYMM8 only tanh, logistic, relu and lower/upper bounded relu are supported"); + "For QASYMM8 only hard swish, leaky relu, tanh, logistic, relu and lower/upper bounded relu are supported"); ARM_COMPUTE_RETURN_ERROR_ON_MSG(is_data_type_quantized_symmetric(data_type) && (qsymm16_supported_activations.count(f_act) == 0), "For QSYMM16 only tanh and logistic are supported"); |