IVGCVSW-4446 Add HardSwish EndToEnd tests
* adds convert from armnn HardSwish to Acl HardSwish
* adds EndToEnd tests for Ref, Cl and Neon
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: If997dad783ff45d7f061254e7e30bb69d4d4d564
diff --git a/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp
index 23884b0..1b735be 100644
--- a/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/ActivationEndToEndTestImpl.hpp
@@ -32,6 +32,8 @@
// The following values are taken from ArmComputeLibrary/tests/validation/CL/ActivationLayer.cpp
case ActivationFunction::Elu:
return (dataType == DataType::Float16 ? 0.01f : 0.00001f);
+ case ActivationFunction::HardSwish:
+ return (dataType == DataType::Float16 ? 0.01f : defaultTolerance);
default:
return defaultTolerance;
}
@@ -123,7 +125,7 @@
1.0f, 2.0f, 3.0f, 4.0f };
std::vector<float> floatExpectedOutputData{ -0.86466471676f, -0.63212055882f, -0.0f, 0.0f,
- 1.0f , 2.0f, 3.0f, 4.0f };
+ 1.0f , 2.0f , 3.0f, 4.0f };
float qScale = 1.0f;
int32_t qOffset = 0;
@@ -140,4 +142,33 @@
descriptor);
}
+/** Executes an end to end test for HardSwish activation with specific input and expected-output data
+ *
+ * @tparam ArmnnType The armnn data type for the input and expected-output data
+ * @param backends The backends on which to run the test
+ */
+template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
+void HardSwishEndToEndTest(const std::vector<BackendId>& backends)
+{
+ std::vector<float> floatInputData{ -2.0f, -1.0f, -0.5f, 0.0f,
+ 1.0f, 2.0f, 3.0f, 4.0f };
+
+ std::vector<float> floatExpectedOutputData{ -0.33333333333f, -0.33333333333f, -0.208333f, 0.0f,
+ 0.66666666667f, 1.66666666667f, 3.0f , 4.0f };
+
+ float qScale = 1.0f;
+ int32_t qOffset = 0;
+ armnn::TensorInfo inputInfo({ 2, 2, 2, 1 }, ArmnnType, qScale, qOffset);
+ armnn::TensorInfo outputInfo({ 2, 2, 2, 1 }, ArmnnType, qScale, qOffset);
+
+ armnn::ActivationDescriptor descriptor(ActivationFunction::HardSwish, 1.0);
+
+ ActivationEndToEndImpl<ArmnnType>(backends,
+ floatInputData,
+ floatExpectedOutputData,
+ inputInfo,
+ outputInfo,
+ descriptor);
+}
+
} // anonymous namespace
\ No newline at end of file