diff --git a/src/armnnDeserializer/Deserializer.cpp b/src/armnnDeserializer/Deserializer.cpp
index b23ed97..90ca6d3 100644
--- a/src/armnnDeserializer/Deserializer.cpp
+++ b/src/armnnDeserializer/Deserializer.cpp
@@ -1187,6 +1187,7 @@
     auto layerName = GetLayerName(graph, layerIndex);
     armnn::L2NormalizationDescriptor descriptor;
     descriptor.m_DataLayout = ToDataLayout(flatBufferDescriptor->dataLayout());
+    descriptor.m_Eps = flatBufferDescriptor->eps();
 
     IConnectableLayer* layer = m_Network->AddL2NormalizationLayer(descriptor, layerName.c_str());
     layer->GetOutputSlot(0).SetTensorInfo(outputInfo);