IVGCVSW-2697 Add Serialize/Deserialize for the Merger Layer
* Force generation of schema header in every build
* Also fixed typo in OriginsDescriptor comment (Descriptors.hpp)
* Added Serialize/Deserialize check on Addition Layer
* Added Serialize/Deserialize check on Floor Layer
* Added Serialize/Deserialize check on Minimum Layer
* Added Serialize/Deserialize check on Maximum Layer
* Added Serialize/Deserialize check on Multiplication Layer
* Added Serialize/Deserialize check on Division Layer
Change-Id: I1358ea4db7ca506d8bcec2ee64e1fbad6005e723
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
diff --git a/src/armnnDeserializer/Deserializer.cpp b/src/armnnDeserializer/Deserializer.cpp
index ed110ad..d62751d 100644
--- a/src/armnnDeserializer/Deserializer.cpp
+++ b/src/armnnDeserializer/Deserializer.cpp
@@ -201,6 +201,7 @@
m_ParserFunctions[Layer_MaximumLayer] = &Deserializer::ParseMaximum;
m_ParserFunctions[Layer_MeanLayer] = &Deserializer::ParseMean;
m_ParserFunctions[Layer_MinimumLayer] = &Deserializer::ParseMinimum;
+ m_ParserFunctions[Layer_MergerLayer] = &Deserializer::ParseMerger;
m_ParserFunctions[Layer_MultiplicationLayer] = &Deserializer::ParseMultiplication;
m_ParserFunctions[Layer_NormalizationLayer] = &Deserializer::ParseNormalization;
m_ParserFunctions[Layer_PadLayer] = &Deserializer::ParsePad;
@@ -255,6 +256,8 @@
return graphPtr->layers()->Get(layerIndex)->layer_as_MinimumLayer()->base();
case Layer::Layer_MaximumLayer:
return graphPtr->layers()->Get(layerIndex)->layer_as_MaximumLayer()->base();
+ case Layer::Layer_MergerLayer:
+ return graphPtr->layers()->Get(layerIndex)->layer_as_MergerLayer()->base();
case Layer::Layer_MultiplicationLayer:
return graphPtr->layers()->Get(layerIndex)->layer_as_MultiplicationLayer()->base();
case Layer::Layer_NormalizationLayer:
@@ -1111,6 +1114,45 @@
RegisterOutputSlots(graph, layerIndex, layer);
}
+void Deserializer::ParseMerger(GraphPtr graph, unsigned int layerIndex)
+{
+ CHECK_LAYERS(graph, 0, layerIndex);
+ CHECK_LOCATION();
+
+ auto outputs = GetOutputs(graph, layerIndex);
+ CHECK_VALID_SIZE(outputs.size(), 1);
+
+ auto mergerLayer = graph->layers()->Get(layerIndex)->layer_as_MergerLayer();
+ auto layerName = GetLayerName(graph, layerIndex);
+ auto mergerDescriptor = mergerLayer->descriptor();
+ unsigned int numViews = mergerDescriptor->numViews();
+ unsigned int numDimensions = mergerDescriptor->numDimensions();
+
+ // can now check the number of inputs == number of views
+ auto inputs = GetInputs(graph, layerIndex);
+ CHECK_VALID_SIZE(inputs.size(), numViews);
+
+ armnn::OriginsDescriptor descriptor(numViews, numDimensions);
+ auto originsPtr = mergerDescriptor->viewOrigins();
+ for (unsigned int v = 0; v < numViews; ++v)
+ {
+ auto originPtr = originsPtr->Get(v);
+ for (unsigned int d = 0; d < numDimensions; ++d)
+ {
+ uint32_t value = originPtr->data()->Get(d);
+ descriptor.SetViewOriginCoord(v, d, value);
+ }
+ }
+ descriptor.SetConcatAxis(mergerDescriptor->concatAxis());
+
+ IConnectableLayer* layer = m_Network->AddMergerLayer(descriptor, layerName.c_str());
+ armnn::TensorInfo outputTensorInfo = ToTensorInfo(outputs[0]);
+ layer->GetOutputSlot(0).SetTensorInfo(outputTensorInfo);
+
+ RegisterInputSlots(graph, layerIndex, layer);
+ RegisterOutputSlots(graph, layerIndex, layer);
+}
+
void Deserializer::ParseMultiplication(GraphPtr graph, unsigned int layerIndex)
{
CHECK_LAYERS(graph, 0, layerIndex);
diff --git a/src/armnnDeserializer/Deserializer.hpp b/src/armnnDeserializer/Deserializer.hpp
index e837a08..d085946 100644
--- a/src/armnnDeserializer/Deserializer.hpp
+++ b/src/armnnDeserializer/Deserializer.hpp
@@ -89,6 +89,7 @@
void ParseMaximum(GraphPtr graph, unsigned int layerIndex);
void ParseMean(GraphPtr graph, unsigned int layerIndex);
void ParseMinimum(GraphPtr graph, unsigned int layerIndex);
+ void ParseMerger(GraphPtr graph, unsigned int layerIndex);
void ParseMultiplication(GraphPtr graph, unsigned int layerIndex);
void ParseNormalization(GraphPtr graph, unsigned int layerIndex);
void ParsePad(GraphPtr graph, unsigned int layerIndex);
diff --git a/src/armnnDeserializer/DeserializerSupport.md b/src/armnnDeserializer/DeserializerSupport.md
index 0f3d91d..3762134 100644
--- a/src/armnnDeserializer/DeserializerSupport.md
+++ b/src/armnnDeserializer/DeserializerSupport.md
@@ -21,6 +21,7 @@
* Greater
* Maximum
* Mean
+* Merger
* Minimum
* Multiplication
* Normalization