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Diffstat (limited to 'src/armnnTfLiteParser/test')
-rw-r--r-- | src/armnnTfLiteParser/test/Split.cpp | 137 |
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()
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