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-rw-r--r--src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp58
1 files changed, 58 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
index 3f5e6c39e3..1b6e782060 100644
--- a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
@@ -1016,6 +1016,64 @@ LayerTestResult<int16_t, 4> TanhInt16Test(
}
+template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> EluTestCommon(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ float qScale,
+ int32_t qOffset)
+{
+ std::vector<float> inputData = {
+ -0.1f, -0.2f, -0.3f, -0.4f,
+ 0.1f, 0.2f, 0.3f, 0.4f,
+ -1.0f, -2.0f, -3.0f, -4.0f,
+ 1.0f, 2.0f, 3.0f, 4.0f
+ };
+
+
+ const float a = 0.01f;
+ // Calculate output values for input.
+ auto f = [a](float value)
+ {
+ return (value >= 0) ? value : a * (expf(value) - 1);
+ };
+ std::vector<float> outputExpectedData(inputData.size());
+ std::transform(inputData.begin(), inputData.end(), outputExpectedData.begin(), f);
+
+ return SimpleActivationTest<ArmnnType>(workloadFactory,
+ memoryManager,
+ armnn::ActivationFunction::Elu,
+ a,
+ 0.0f,
+ qScale,
+ qOffset,
+ inputData,
+ qScale,
+ qOffset,
+ outputExpectedData);
+}
+
+LayerTestResult<float, 4> EluTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+ return EluTestCommon<armnn::DataType::Float32>(workloadFactory, memoryManager, 0.1f, 0);
+}
+
+LayerTestResult<uint8_t, 4> EluUint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+ return EluTestCommon<armnn::DataType::QAsymmU8>(workloadFactory, memoryManager, 0.1f, 64);
+}
+
+LayerTestResult<int16_t, 4> EluInt16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+ return EluTestCommon<armnn::DataType::QSymmS16>(workloadFactory, memoryManager, 0.1f, 0);
+}
+
template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
LayerTestResult<T,4> CompareActivationTestImpl(