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-rw-r--r--src/armnnTfParser/test/Multiplication.cpp172
1 files changed, 172 insertions, 0 deletions
diff --git a/src/armnnTfParser/test/Multiplication.cpp b/src/armnnTfParser/test/Multiplication.cpp
new file mode 100644
index 0000000000..3a20fd1141
--- /dev/null
+++ b/src/armnnTfParser/test/Multiplication.cpp
@@ -0,0 +1,172 @@
+//
+// 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 MultiplicationFixture : public ParserPrototxtFixture<armnnTfParser::ITfParser>
+{
+ MultiplicationFixture()
+ {
+ m_Prototext = "node { \n"
+ " name: \"graphInput\" \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: \"softmax1\" \n"
+ " op: \"Softmax\" \n"
+ " input: \"graphInput\" \n"
+ " attr { \n"
+ " key: \"T\" \n"
+ " value { \n"
+ " type: DT_FLOAT \n"
+ " } \n"
+ " } \n"
+ " }\n"
+ " node {\n"
+ " name: \"softmax2\"\n"
+ " op : \"Softmax\"\n"
+ " input: \"graphInput\"\n"
+ " attr { \n"
+ " key: \"T\" \n"
+ " value { \n"
+ " type: DT_FLOAT \n"
+ " } \n"
+ " } \n"
+ " }\n"
+ " node {\n"
+ " name: \"multiplication\"\n"
+ " op : \"Mul\"\n"
+ " input: \"softmax1\"\n"
+ " input: \"softmax2\"\n"
+ " attr { \n"
+ " key: \"T\" \n"
+ " value { \n"
+ " type: DT_FLOAT \n"
+ " } \n"
+ " } \n"
+ " }\n";
+
+ SetupSingleInputSingleOutput({ 1, 7 }, "graphInput", "multiplication");
+ }
+};
+
+BOOST_FIXTURE_TEST_CASE(ParseMultiplication, MultiplicationFixture)
+{
+ RunTest<2>({ 0, 0, 10000, 0, 0, 0, 0 }, { 0, 0, 1, 0, 0, 0, 0 });
+}
+
+struct MultiplicationBroadcastFixture : public ParserPrototxtFixture<armnnTfParser::ITfParser>
+{
+ MultiplicationBroadcastFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1)
+ {
+ m_Prototext = R"(
+node {
+ name: "input0"
+ op: "Placeholder"
+ attr {
+ key: "dtype"
+ value {
+ type: DT_FLOAT
+ }
+ }
+ attr {
+ key: "shape"
+ value {
+ shape {
+ }
+ }
+ }
+}
+node {
+ name: "input1"
+ op: "Placeholder"
+ attr {
+ key: "dtype"
+ value {
+ type: DT_FLOAT
+ }
+ }
+ attr {
+ key: "shape"
+ value {
+ shape {
+ }
+ }
+ }
+}
+node {
+ name: "output"
+ op: "Mul"
+ input: "input0"
+ input: "input1"
+ attr {
+ key: "T"
+ value {
+ type: DT_FLOAT
+ }
+ }
+}
+ )";
+
+ Setup({ { "input0", inputShape0 },
+ { "input1", inputShape1 } },
+ { "output" });
+ }
+};
+
+struct MultiplicationBroadcastFixture4D1D : public MultiplicationBroadcastFixture
+{
+ MultiplicationBroadcastFixture4D1D() : MultiplicationBroadcastFixture({ 1, 2, 2, 3 }, { 1 }) {}
+};
+
+BOOST_FIXTURE_TEST_CASE(ParseMultiplicationBroadcast4D1D, MultiplicationBroadcastFixture4D1D)
+{
+ RunTest<4>({ { "input0", { 0.0f, 1.0f, 2.0f,
+ 3.0f, 4.0f, 5.0f,
+ 6.0f, 7.0f, 8.0f,
+ 9.0f, 10.0f, 11.0f } },
+ { "input1", { 5.0f } } },
+ { { "output", { 0.0f, 5.0f, 10.0f,
+ 15.0f, 20.0f, 25.0f,
+ 30.0f, 35.0f, 40.0f,
+ 45.0f, 50.0f, 55.0f } } });
+}
+
+struct MultiplicationBroadcastFixture1D4D : public MultiplicationBroadcastFixture
+{
+ MultiplicationBroadcastFixture1D4D() : MultiplicationBroadcastFixture({ 1 }, { 1, 2, 2, 3 }) {}
+};
+
+BOOST_FIXTURE_TEST_CASE(ParseMultiplicationBroadcast1D4D, MultiplicationBroadcastFixture1D4D)
+{
+ RunTest<4>({ { "input0", { 3.0f } },
+ { "input1", { 0.0f, 1.0f, 2.0f,
+ 3.0f, 4.0f, 5.0f,
+ 6.0f, 7.0f, 8.0f,
+ 9.0f, 10.0f, 11.0f } } },
+ { { "output", { 0.0f, 3.0f, 6.0f,
+ 9.0f, 12.0f, 15.0f,
+ 18.0f, 21.0f, 24.0f,
+ 27.0f, 30.0f, 33.0f } } });
+}
+
+BOOST_AUTO_TEST_SUITE_END()