IVGCVSW-2705 Add Serializer and Deserializer for ResizeBilinear
Change-Id: Ibc5689a2e00d38dc98ef39e50ed5dc3b91791e16
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
diff --git a/src/armnnDeserializer/Deserializer.cpp b/src/armnnDeserializer/Deserializer.cpp
index aebdf0e..aa74543 100644
--- a/src/armnnDeserializer/Deserializer.cpp
+++ b/src/armnnDeserializer/Deserializer.cpp
@@ -205,6 +205,7 @@
m_ParserFunctions[Layer_PermuteLayer] = &Deserializer::ParsePermute;
m_ParserFunctions[Layer_Pooling2dLayer] = &Deserializer::ParsePooling2d;
m_ParserFunctions[Layer_ReshapeLayer] = &Deserializer::ParseReshape;
+ m_ParserFunctions[Layer_ResizeBilinearLayer] = &Deserializer::ParseResizeBilinear;
m_ParserFunctions[Layer_RsqrtLayer] = &Deserializer::ParseRsqrt;
m_ParserFunctions[Layer_SoftmaxLayer] = &Deserializer::ParseSoftmax;
m_ParserFunctions[Layer_SpaceToBatchNdLayer] = &Deserializer::ParseSpaceToBatchNd;
@@ -260,6 +261,8 @@
return graphPtr->layers()->Get(layerIndex)->layer_as_Pooling2dLayer()->base();
case Layer::Layer_ReshapeLayer:
return graphPtr->layers()->Get(layerIndex)->layer_as_ReshapeLayer()->base();
+ case Layer::Layer_ResizeBilinearLayer:
+ return graphPtr->layers()->Get(layerIndex)->layer_as_ResizeBilinearLayer()->base();
case Layer::Layer_RsqrtLayer:
return graphPtr->layers()->Get(layerIndex)->layer_as_RsqrtLayer()->base();
case Layer::Layer_SoftmaxLayer:
@@ -1431,6 +1434,33 @@
RegisterOutputSlots(graph, layerIndex, layer);
}
+void Deserializer::ParseResizeBilinear(GraphPtr graph, unsigned int layerIndex)
+{
+ CHECK_LAYERS(graph, 0, layerIndex);
+
+ Deserializer::TensorRawPtrVector inputs = GetInputs(graph, layerIndex);
+ CHECK_VALID_SIZE(inputs.size(), 1);
+
+ Deserializer::TensorRawPtrVector outputs = GetOutputs(graph, layerIndex);
+ CHECK_VALID_SIZE(outputs.size(), 1);
+
+ auto flatBufferDescriptor = graph->layers()->Get(layerIndex)->layer_as_ResizeBilinearLayer()->descriptor();
+
+ armnn::ResizeBilinearDescriptor descriptor;
+ descriptor.m_TargetWidth = flatBufferDescriptor->targetWidth();
+ descriptor.m_TargetHeight = flatBufferDescriptor->targetHeight();
+ descriptor.m_DataLayout = ToDataLayout(flatBufferDescriptor->dataLayout());
+
+ auto layerName = GetLayerName(graph, layerIndex);
+ IConnectableLayer* layer = m_Network->AddResizeBilinearLayer(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::ParseSoftmax(GraphPtr graph, unsigned int layerIndex)
{
CHECK_LAYERS(graph, 0, layerIndex);