diff --git a/src/armnnTfParser/TfParser.cpp b/src/armnnTfParser/TfParser.cpp
index 1e304cb..8e57e56 100755
--- a/src/armnnTfParser/TfParser.cpp
+++ b/src/armnnTfParser/TfParser.cpp
@@ -2637,8 +2637,8 @@
                     % CHECK_LOCATION().AsString()));
     }
 
-    // As Armnn only supports splitter outputs of the same shape, therefore num_splits will be limited to an integer.
-    uint32_t num_split = ReadMandatoryNodeUint32Attribute(nodeDef, "num_or_size_splits");
+    // As Armnn only supports splitter outputs of the same shape, therefore num_split will be limited to an integer.
+    uint32_t num_split = ReadMandatoryNodeUint32Attribute(nodeDef, "num_split");
 
     IOutputSlot& inputSlot = inputs[1 - index].m_IndexedValue->ResolveArmnnOutputSlot(inputs[1 - index].m_Index);
     TensorInfo inputTensorInfo = inputSlot.GetTensorInfo();
diff --git a/src/armnnTfParser/test/Split.cpp b/src/armnnTfParser/test/Split.cpp
index 87cd654..bf42bf7 100644
--- a/src/armnnTfParser/test/Split.cpp
+++ b/src/armnnTfParser/test/Split.cpp
@@ -106,7 +106,7 @@
         }
         m_Prototext += R"(
           attr {
-            key: "num_or_size_splits"
+            key: "num_split"
             value {
               i: 2
             }