aboutsummaryrefslogtreecommitdiff
path: root/src/armnn/test/QuantizerTest.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/armnn/test/QuantizerTest.cpp')
-rw-r--r--src/armnn/test/QuantizerTest.cpp41
1 files changed, 39 insertions, 2 deletions
diff --git a/src/armnn/test/QuantizerTest.cpp b/src/armnn/test/QuantizerTest.cpp
index b73ac20457..1f6537d16a 100644
--- a/src/armnn/test/QuantizerTest.cpp
+++ b/src/armnn/test/QuantizerTest.cpp
@@ -791,7 +791,7 @@ IConnectableLayer* CreateStartOfLeakyReluNetwork(INetwork* network, const Tensor
// Establish connections
input0->GetOutputSlot(0).Connect(activation->GetInputSlot(0));
- //Set TensorInfo
+ // Set TensorInfo
input0->GetOutputSlot(0).SetTensorInfo(info);
activation->GetOutputSlot(0).SetTensorInfo(info);
@@ -918,7 +918,7 @@ BOOST_AUTO_TEST_CASE(QuantizePooling2d)
activation->GetOutputSlot(0).Connect(pooling2d->GetInputSlot(0));
pooling2d->GetOutputSlot(0).Connect(output->GetInputSlot(0));
- //Set TensorInfo
+ // Set TensorInfo
input0->GetOutputSlot(0).SetTensorInfo(info);
activation->GetOutputSlot(0).SetTensorInfo(info);
pooling2d->GetOutputSlot(0).SetTensorInfo(info);
@@ -1083,5 +1083,42 @@ BOOST_AUTO_TEST_CASE(QuantizeReshape)
VisitLayersTopologically(quantizedNetwork.get(), validator);
}
+class TestSplitterQuantization : public TestLeakyReLuActivationQuantization
+{
+public:
+ virtual void VisitSplitterLayer(const IConnectableLayer* layer,
+ const SplitterDescriptor& desc,
+ const char* name = nullptr)
+ {
+ TensorInfo info = layer->GetOutputSlot(0).GetTensorInfo();
+
+ BOOST_TEST((info.GetDataType() == DataType::QuantisedAsymm8));
+
+ BOOST_TEST((info.GetQuantizationOffset() == 64));
+
+ // Based off parent LeakyReLu [-5.f, 15.f]
+ BOOST_CHECK_CLOSE(info.GetQuantizationScale(), 20.0f/g_QuantizationBase, g_TestTolerance);
+ }
+};
+
+BOOST_AUTO_TEST_CASE(QuantizeSplitter)
+{
+ auto network = INetwork::Create();
+
+ TensorShape shape{3U};
+ TensorInfo info(shape, DataType::Float32);
+
+ IConnectableLayer* activation = CreateStartOfLeakyReluNetwork(network.get(), info);
+
+ // Add the layer under test
+ ViewsDescriptor splitterDesc(2,4);
+ IConnectableLayer* splitter = network->AddSplitterLayer(splitterDesc);
+ CompleteLeakyReluNetwork(network.get(), activation, splitter, info);
+
+ auto quantizedNetwork = INetworkQuantizer::Create(network.get())->ExportNetwork();
+ TestSplitterQuantization validator;
+ VisitLayersTopologically(quantizedNetwork.get(), validator);
+}
+
BOOST_AUTO_TEST_SUITE_END()
} // namespace armnn