IVGCVSW-3268 Add Reference workload support for the new Prelu Activation layer
* Added reference workload for the PReLU Activation layer
* Added factory methods
* Added validation support
* Added Int16 support
* Added unit tests
Change-Id: Ic950d908c5e0a335dccd2960a3ffab0f8b599876
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
diff --git a/src/backends/reference/test/RefCreateWorkloadTests.cpp b/src/backends/reference/test/RefCreateWorkloadTests.cpp
index e541692..14615f8 100644
--- a/src/backends/reference/test/RefCreateWorkloadTests.cpp
+++ b/src/backends/reference/test/RefCreateWorkloadTests.cpp
@@ -870,4 +870,32 @@
RefCreateConstantWorkloadTest<RefConstantWorkload, armnn::DataType::Signed32>({ 2, 3, 2, 10 });
}
+template <typename armnn::DataType DataType>
+static void RefCreatePreluWorkloadTest(const armnn::TensorShape& outputShape)
+{
+ armnn::Graph graph;
+ RefWorkloadFactory factory;
+ auto workload = CreatePreluWorkloadTest<RefPreluWorkload, DataType>(factory, graph, outputShape);
+
+ // Check output is as expected
+ auto queueDescriptor = workload->GetData();
+ auto outputHandle = boost::polymorphic_downcast<CpuTensorHandle*>(queueDescriptor.m_Outputs[0]);
+ BOOST_TEST((outputHandle->GetTensorInfo() == TensorInfo(outputShape, DataType)));
+}
+
+BOOST_AUTO_TEST_CASE(CreatePreluFloat32Workload)
+{
+ RefCreatePreluWorkloadTest<armnn::DataType::Float32>({ 5, 4, 3, 2 });
+}
+
+BOOST_AUTO_TEST_CASE(CreatePreluUint8Workload)
+{
+ RefCreatePreluWorkloadTest<armnn::DataType::QuantisedAsymm8>({ 5, 4, 3, 2 });
+}
+
+BOOST_AUTO_TEST_CASE(CreatePreluInt16Workload)
+{
+ RefCreatePreluWorkloadTest<armnn::DataType::QuantisedSymm16>({ 5, 4, 3, 2 });
+}
+
BOOST_AUTO_TEST_SUITE_END()