IVGCVSW-6469 Add MirrorPad FrontEnd and Ref Support
* Added PaddingMode enum to PaddingDescriptor to enable Symmetric and
Reflect padding.
* Added Symmetric and Reflect Ref implementation.
* Added Serializer & Deserializer support.
* Added unit tests.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I4bed907b31742b32ccefe5e8ca39a6f1e5bd9dee
diff --git a/src/armnnSerializer/test/SerializerTests.cpp b/src/armnnSerializer/test/SerializerTests.cpp
index 2bffe0b..e32b908 100644
--- a/src/armnnSerializer/test/SerializerTests.cpp
+++ b/src/armnnSerializer/test/SerializerTests.cpp
@@ -1684,6 +1684,36 @@
deserializedNetwork->ExecuteStrategy(verifier);
}
+TEST_CASE("SerializePadReflect")
+{
+ const std::string layerName("padReflect");
+ const armnn::TensorInfo inputTensorInfo = armnn::TensorInfo({1, 2, 3, 4}, armnn::DataType::Float32);
+ const armnn::TensorInfo outputTensorInfo = armnn::TensorInfo({1, 3, 5, 7}, armnn::DataType::Float32);
+
+ armnn::PadDescriptor desc({{0, 0}, {1, 0}, {1, 1}, {1, 2}});
+ desc.m_PaddingMode = armnn::PaddingMode::Reflect;
+
+ armnn::INetworkPtr network = armnn::INetwork::Create();
+ armnn::IConnectableLayer* const inputLayer = network->AddInputLayer(0);
+ armnn::IConnectableLayer* const padLayer = network->AddPadLayer(desc, layerName.c_str());
+ armnn::IConnectableLayer* const outputLayer = network->AddOutputLayer(0);
+
+ inputLayer->GetOutputSlot(0).Connect(padLayer->GetInputSlot(0));
+ padLayer->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));
+
+ inputLayer->GetOutputSlot(0).SetTensorInfo(inputTensorInfo);
+ padLayer->GetOutputSlot(0).SetTensorInfo(outputTensorInfo);
+
+ armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(SerializeNetwork(*network));
+ CHECK(deserializedNetwork);
+
+ LayerVerifierBaseWithDescriptor<armnn::PadDescriptor> verifier(layerName,
+ {inputTensorInfo},
+ {outputTensorInfo},
+ desc);
+ deserializedNetwork->ExecuteStrategy(verifier);
+}
+
TEST_CASE("EnsurePadBackwardCompatibility")
{
// The PadDescriptor is being extended with a float PadValue (so a value other than 0