diff --git a/src/armnnTfParser/test/Softmax.cpp b/src/armnnTfParser/test/Softmax.cpp
new file mode 100644
index 0000000..1ab28ea
--- /dev/null
+++ b/src/armnnTfParser/test/Softmax.cpp
@@ -0,0 +1,55 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// See LICENSE file in the project root for full license information.
+//
+
+#include <boost/test/unit_test.hpp>
+#include "armnnTfParser/ITfParser.hpp"
+#include "ParserPrototxtFixture.hpp"
+
+BOOST_AUTO_TEST_SUITE(TensorflowParser)
+
+struct SoftmaxFixture : public ParserPrototxtFixture<armnnTfParser::ITfParser>
+{
+    SoftmaxFixture()
+    {
+        m_Prototext = "node {\n"
+            "  name: \"blah\"\n"
+            "  op: \"Placeholder\"\n"
+            "  attr {\n"
+            "    key: \"dtype\"\n"
+            "    value {\n"
+            "      type: DT_FLOAT\n"
+            "    }\n"
+            "  }\n"
+            "  attr {\n"
+            "    key: \"shape\"\n"
+            "    value {\n"
+            "      shape {\n"
+            "      }\n"
+            "    }\n"
+            "  }\n"
+            "}\n"
+            "node {\n"
+            "  name: \"blah2\"\n"
+            "  op: \"Softmax\"\n"
+            "  input: \"blah\"\n"
+            "  attr {\n"
+            "    key: \"T\"\n"
+            "    value {\n"
+            "      type: DT_FLOAT\n"
+            "    }\n"
+            "  }\n"
+            "}\n";
+
+        SetupSingleInputSingleOutput({ 1, 7 }, "blah", "blah2");
+    }
+};
+
+BOOST_FIXTURE_TEST_CASE(ParseSoftmax, SoftmaxFixture)
+{
+    RunTest<2>({ 0, 0, 10000, 0, 0, 0, 0 }, { 0, 0, 1, 0, 0, 0, 0 });
+}
+
+
+BOOST_AUTO_TEST_SUITE_END()