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authorNina Drozd <nina.drozd@arm.com>2019-02-27 10:53:27 +0000
committerNina Drozd <nina.drozd@arm.com>2019-03-01 10:52:26 +0000
commit57728788f65656e4fa08923d12bee0de34a72fc7 (patch)
tree4d84f00762483cb26f6c2e880a07eb8b7699b7da /src/armnnSerializer/test/SerializerTests.cpp
parent377351e5420304668da92da4ee00a012923619d1 (diff)
downloadarmnn-57728788f65656e4fa08923d12bee0de34a72fc7.tar.gz
IVGCVSW-2700 Serialize/de-serialize the Normalization layer
Change-Id: Ib307ec6c28beb6c158d337678e67a2484c495a06 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Diffstat (limited to 'src/armnnSerializer/test/SerializerTests.cpp')
-rw-r--r--src/armnnSerializer/test/SerializerTests.cpp49
1 files changed, 48 insertions, 1 deletions
diff --git a/src/armnnSerializer/test/SerializerTests.cpp b/src/armnnSerializer/test/SerializerTests.cpp
index 7e4ff8c614..271b3e71bd 100644
--- a/src/armnnSerializer/test/SerializerTests.cpp
+++ b/src/armnnSerializer/test/SerializerTests.cpp
@@ -891,6 +891,54 @@ BOOST_AUTO_TEST_CASE(SerializeDivision)
deserializedNetwork->Accept(nameChecker);
}
+BOOST_AUTO_TEST_CASE(SerializeDeserializeNormalization)
+{
+ class VerifyNormalizationName : public armnn::LayerVisitorBase<armnn::VisitorNoThrowPolicy>
+ {
+ public:
+ void VisitNormalizationLayer(const armnn::IConnectableLayer*,
+ const armnn::NormalizationDescriptor& normalizationDescriptor,
+ const char* name) override
+ {
+ BOOST_TEST(name == "NormalizationLayer");
+ }
+ };
+
+ unsigned int inputShape[] = {2, 1, 2, 2};
+ unsigned int outputShape[] = {2, 1, 2, 2};
+
+ armnn::NormalizationDescriptor desc;
+ desc.m_DataLayout = armnn::DataLayout::NCHW;
+ desc.m_NormSize = 3;
+ desc.m_Alpha = 1;
+ desc.m_Beta = 1;
+ desc.m_K = 1;
+
+ auto inputTensorInfo = armnn::TensorInfo(4, inputShape, armnn::DataType::Float32);
+ auto outputTensorInfo = armnn::TensorInfo(4, outputShape, armnn::DataType::Float32);
+
+ armnn::INetworkPtr network = armnn::INetwork::Create();
+ armnn::IConnectableLayer* const inputLayer = network->AddInputLayer(0);
+ armnn::IConnectableLayer* const normalizationLayer = network->AddNormalizationLayer(desc, "NormalizationLayer");
+ armnn::IConnectableLayer* const outputLayer = network->AddOutputLayer(0);
+
+ inputLayer->GetOutputSlot(0).Connect(normalizationLayer->GetInputSlot(0));
+ inputLayer->GetOutputSlot(0).SetTensorInfo(inputTensorInfo);
+ normalizationLayer->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));
+ normalizationLayer->GetOutputSlot(0).SetTensorInfo(outputTensorInfo);
+
+ armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(SerializeNetwork(*network));
+ BOOST_CHECK(deserializedNetwork);
+
+ VerifyNormalizationName nameChecker;
+ deserializedNetwork->Accept(nameChecker);
+
+ CheckDeserializedNetworkAgainstOriginal(*network,
+ *deserializedNetwork,
+ {inputTensorInfo.GetShape()},
+ {outputTensorInfo.GetShape()});
+}
+
BOOST_AUTO_TEST_CASE(SerializeDeserializeEqual)
{
class VerifyEqualName : public armnn::LayerVisitorBase<armnn::VisitorNoThrowPolicy>
@@ -932,5 +980,4 @@ BOOST_AUTO_TEST_CASE(SerializeDeserializeEqual)
{outputTensorInfo.GetShape()},
{0, 1});
}
-
BOOST_AUTO_TEST_SUITE_END()