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-rw-r--r--src/armnnTfLiteParser/test/Split.cpp137
1 files changed, 137 insertions, 0 deletions
diff --git a/src/armnnTfLiteParser/test/Split.cpp b/src/armnnTfLiteParser/test/Split.cpp
new file mode 100644
index 0000000000..774a416750
--- /dev/null
+++ b/src/armnnTfLiteParser/test/Split.cpp
@@ -0,0 +1,137 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include <boost/test/unit_test.hpp>
+#include "ParserFlatbuffersFixture.hpp"
+#include "../TfLiteParser.hpp"
+
+#include <string>
+#include <iostream>
+
+BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
+
+struct SplitFixture : public ParserFlatbuffersFixture
+{
+ explicit SplitFixture(const std::string & inputShape,
+ const std::string & axisShape,
+ const std::string & numSplits,
+ const std::string & outputShape1,
+ const std::string & outputShape2)
+ {
+ m_JsonString = R"(
+ {
+ "version": 3,
+ "operator_codes": [ { "builtin_code": "SPLIT" } ],
+ "subgraphs": [ {
+ "tensors": [
+ {
+ "shape": )" + inputShape + R"(,
+ "type": "FLOAT32",
+ "buffer": 0,
+ "name": "inputTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + axisShape + R"(,
+ "type": "INT32",
+ "buffer": 1,
+ "name": "axis",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + outputShape1 + R"( ,
+ "type": "FLOAT32",
+ "buffer": 2,
+ "name": "outputTensor1",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + outputShape2 + R"( ,
+ "type": "FLOAT32",
+ "buffer": 3,
+ "name": "outputTensor2",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ }
+ ],
+ "inputs": [ 0, 1 ],
+ "outputs": [ 2, 3 ],
+ "operators": [
+ {
+ "opcode_index": 0,
+ "inputs": [ 0, 1 ],
+ "outputs": [ 2, 3 ],
+ "builtin_options_type": "SplitOptions",
+ "builtin_options": {
+ "num_splits": )" + numSplits + R"(
+ },
+ "custom_options_format": "FLEXBUFFERS"
+ }
+ ],
+ } ],
+ "buffers" : [ {}, {} ]
+ }
+ )";
+
+ Setup();
+ }
+};
+
+
+struct SimpleSplitFixture : SplitFixture
+{
+ SimpleSplitFixture() : SplitFixture( "[ 2, 2, 2, 2 ]", "[ 1 ]", "2",
+ "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]")
+ {}
+};
+
+BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwo, SimpleSplitFixture)
+{
+
+ RunTest<4, armnn::DataType::Float32>(
+ 0,
+ { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f,
+ 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } },
+ { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f }},
+ {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f, 13.0f, 14.0f, 15.0f, 16.0f }}});
+}
+
+struct SimpleSplitAxisThreeFixture : SplitFixture
+{
+ SimpleSplitAxisThreeFixture() : SplitFixture( "[ 2, 2, 2, 2 ]", "[ 3 ]", "2",
+ "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]")
+ {}
+};
+
+BOOST_FIXTURE_TEST_CASE(ParseAxisThreeSplitTwo, SimpleSplitAxisThreeFixture)
+{
+ RunTest<4, armnn::DataType::Float32>(
+ 0,
+ { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f,
+ 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } },
+ { {"outputTensor1", { 1.0f, 3.0f, 5.0f, 7.0f, 9.0f, 11.0f, 13.0f, 15.0f }},
+ {"outputTensor2", { 2.0f, 4.0f, 6.0f, 8.0f, 10.0f, 12.0f, 14.0f, 16.0f } } } );
+}
+
+BOOST_AUTO_TEST_SUITE_END() \ No newline at end of file