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//
// 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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