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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 ConcatenationFixture : public ParserFlatbuffersFixture
{
explicit ConcatenationFixture(const std::string & inputShape1,
const std::string & inputShape2,
const std::string & outputShape,
const std::string & axis,
const std::string & activation="NONE")
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "CONCATENATION" } ],
"subgraphs": [ {
"tensors": [
{
"shape": )" + inputShape1 + R"(,
"type": "UINT8",
"buffer": 0,
"name": "inputTensor1",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": )" + inputShape2 + R"(,
"type": "UINT8",
"buffer": 1,
"name": "inputTensor2",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": )" + outputShape + R"( ,
"type": "UINT8",
"buffer": 2,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
}
],
"inputs": [ 0, 1 ],
"outputs": [ 2 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0, 1 ],
"outputs": [ 2 ],
"builtin_options_type": "ConcatenationOptions",
"builtin_options": {
"axis": )" + axis + R"(,
"fused_activation_function": )" + activation + R"(
},
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ },
{ }
]
}
)";
Setup();
}
};
struct ConcatenationFixtureNegativeDim : ConcatenationFixture
{
ConcatenationFixtureNegativeDim() : ConcatenationFixture("[ 1, 1, 2, 2 ]",
"[ 1, 1, 2, 2 ]",
"[ 1, 2, 2, 2 ]",
"-3" ) {}
};
BOOST_FIXTURE_TEST_CASE(ParseConcatenationNegativeDim, ConcatenationFixtureNegativeDim)
{
RunTest<4, armnn::DataType::QuantisedAsymm8>(
0,
{{"inputTensor1", { 0, 1, 2, 3 }},
{"inputTensor2", { 4, 5, 6, 7 }}},
{{"outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7 }}});
}
struct ConcatenationFixtureNCHW : ConcatenationFixture
{
ConcatenationFixtureNCHW() : ConcatenationFixture("[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 2 ]", "[ 1, 2, 2, 2 ]", "1" ) {}
};
BOOST_FIXTURE_TEST_CASE(ParseConcatenationNCHW, ConcatenationFixtureNCHW)
{
RunTest<4, armnn::DataType::QuantisedAsymm8>(
0,
{{"inputTensor1", { 0, 1, 2, 3 }},
{"inputTensor2", { 4, 5, 6, 7 }}},
{{"outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7 }}});
}
struct ConcatenationFixtureNHWC : ConcatenationFixture
{
ConcatenationFixtureNHWC() : ConcatenationFixture("[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 2 ]", "[ 1, 1, 2, 4 ]", "3" ) {}
};
BOOST_FIXTURE_TEST_CASE(ParseConcatenationNHWC, ConcatenationFixtureNHWC)
{
RunTest<4, armnn::DataType::QuantisedAsymm8>(
0,
{{"inputTensor1", { 0, 1, 2, 3 }},
{"inputTensor2", { 4, 5, 6, 7 }}},
{{"outputTensor", { 0, 1, 4, 5, 2, 3, 6, 7 }}});
}
struct ConcatenationFixtureDim1 : ConcatenationFixture
{
ConcatenationFixtureDim1() : ConcatenationFixture("[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 4 ]", "[ 1, 4, 3, 4 ]", "1" ) {}
};
BOOST_FIXTURE_TEST_CASE(ParseConcatenationDim1, ConcatenationFixtureDim1)
{
RunTest<4, armnn::DataType::QuantisedAsymm8>(
0,
{ { "inputTensor1", { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11,
12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23 } },
{ "inputTensor2", { 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61,
62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73 } } },
{ { "outputTensor", { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11,
12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23,
50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61,
62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73 } } });
}
struct ConcatenationFixtureDim3 : ConcatenationFixture
{
ConcatenationFixtureDim3() : ConcatenationFixture("[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 4 ]", "[ 1, 2, 3, 8 ]", "3" ) {}
};
BOOST_FIXTURE_TEST_CASE(ParseConcatenationDim3, ConcatenationFixtureDim3)
{
RunTest<4, armnn::DataType::QuantisedAsymm8>(
0,
{ { "inputTensor1", { 0, 1, 2, 3,
4, 5, 6, 7,
8, 9, 10, 11,
12, 13, 14, 15,
16, 17, 18, 19,
20, 21, 22, 23 } },
{ "inputTensor2", { 50, 51, 52, 53,
54, 55, 56, 57,
58, 59, 60, 61,
62, 63, 64, 65,
66, 67, 68, 69,
70, 71, 72, 73 } } },
{ { "outputTensor", { 0, 1, 2, 3,
50, 51, 52, 53,
4, 5, 6, 7,
54, 55, 56, 57,
8, 9, 10, 11,
58, 59, 60, 61,
12, 13, 14, 15,
62, 63, 64, 65,
16, 17, 18, 19,
66, 67, 68, 69,
20, 21, 22, 23,
70, 71, 72, 73 } } });
}
BOOST_AUTO_TEST_SUITE_END()
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