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authorNikhil Raj <nikhil.raj@arm.com>2019-07-05 12:22:58 +0100
committerMatteo Martincigh <matteo.martincigh@arm.com>2019-07-05 12:55:51 +0000
commit91e4c6d43921b735e6aee78d8611bc0372eda4df (patch)
tree0a1cf9d18ba23984c6a66a79cf8105834b00ef55 /src/backends/cl/test/ClCreateWorkloadTests.cpp
parent328d92b84e6bd29906bf1fc496b1103af7f7e115 (diff)
downloadarmnn-91e4c6d43921b735e6aee78d8611bc0372eda4df.tar.gz
IVGCVSW-3293 Add CL backend support for PReLU
Change-Id: I1bb187db89bb3eb883b8f0aca4c3439d82b56583 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Diffstat (limited to 'src/backends/cl/test/ClCreateWorkloadTests.cpp')
-rw-r--r--src/backends/cl/test/ClCreateWorkloadTests.cpp42
1 files changed, 42 insertions, 0 deletions
diff --git a/src/backends/cl/test/ClCreateWorkloadTests.cpp b/src/backends/cl/test/ClCreateWorkloadTests.cpp
index aa1393f407..9e4f85b46c 100644
--- a/src/backends/cl/test/ClCreateWorkloadTests.cpp
+++ b/src/backends/cl/test/ClCreateWorkloadTests.cpp
@@ -452,6 +452,48 @@ BOOST_AUTO_TEST_CASE(CreatePooling2dFloat16NhwcWorkload)
ClPooling2dWorkloadTest<armnn::DataType::Float16>(DataLayout::NHWC);
}
+static void ClCreatePreluWorkloadTest(const armnn::TensorShape& inputShape,
+ const armnn::TensorShape& alphaShape,
+ const armnn::TensorShape& outputShape,
+ armnn::DataType dataType)
+{
+ Graph graph;
+ ClWorkloadFactory factory =
+ ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager());
+
+ auto workload = CreatePreluWorkloadTest<ClPreluWorkload>(factory,
+ graph,
+ inputShape,
+ alphaShape,
+ outputShape,
+ dataType);
+
+ // Checks that outputs and inputs are as we expect them (see definition of CreatePreluWorkloadTest).
+ PreluQueueDescriptor queueDescriptor = workload->GetData();
+ auto inputHandle = boost::polymorphic_downcast<IClTensorHandle*>(queueDescriptor.m_Inputs[0]);
+ auto alphaHandle = boost::polymorphic_downcast<IClTensorHandle*>(queueDescriptor.m_Inputs[1]);
+ auto outputHandle = boost::polymorphic_downcast<IClTensorHandle*>(queueDescriptor.m_Outputs[0]);
+
+ BOOST_TEST((inputHandle->GetShape() == inputShape));
+ BOOST_TEST((alphaHandle->GetShape() == alphaShape));
+ BOOST_TEST((outputHandle->GetShape() == outputShape));
+}
+
+BOOST_AUTO_TEST_CASE(CreatePreluFloat16Workload)
+{
+ ClCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, DataType::Float16);
+}
+
+BOOST_AUTO_TEST_CASE(CreatePreluFloatWorkload)
+{
+ ClCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, DataType::Float32);
+}
+
+BOOST_AUTO_TEST_CASE(CreatePreluUint8Workload)
+{
+ ClCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, DataType::QuantisedAsymm8);
+}
+
template <typename armnn::DataType DataType>
static void ClCreateReshapeWorkloadTest()
{