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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 BatchToSpaceNDFixture : public ParserFlatbuffersFixture
{
explicit BatchToSpaceNDFixture(const std::string & inputShape,
const std::string & outputShape,
const std::string & blockShapeData,
const std::string & cropsData)
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "BATCH_TO_SPACE_ND" } ],
"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": )" + outputShape + R"(,
"type": "FLOAT32",
"buffer": 1,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": [ 2 ],
"type": "INT32",
"buffer": 2,
"name": "blockShapeTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": [ 2, 2 ],
"type": "INT32",
"buffer": 3,
"name": "cropsTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
}
],
"inputs": [ 0 ],
"outputs": [ 1 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0, 2, 3 ],
"outputs": [ 1 ],
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ },
{ },
{ "data": )" + blockShapeData + R"(, },
{ "data": )" + cropsData + R"(, },
]
}
)";
Setup();
}
};
struct BatchToSpaceNDFixtureTest1 : public BatchToSpaceNDFixture
{
BatchToSpaceNDFixtureTest1() : BatchToSpaceNDFixture("[ 4, 2, 2, 1 ]",
"[ 1, 4, 4, 1 ]",
"[ 2,0,0,0, 2,0,0,0 ]",
"[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]") {}
};
BOOST_FIXTURE_TEST_CASE(BatchToSpaceNDTest1, BatchToSpaceNDFixtureTest1)
{
RunTest<4, armnn::DataType::Float32>
(0,
{{ "inputTensor", { // Batch 0, Height 0, Width (2) x Channel (1)
1.0f, 3.0f,
// Batch 0, Height 1, Width (2) x Channel (1)
9.0f, 11.0f,
// Batch 1, Height 0, Width (2) x Channel (1)
2.0f, 4.0f,
// Batch 1, Height 1, Width (2) x Channel (1)
10.0f, 12.0f,
// Batch 2, Height 0, Width (2) x Channel (1)
5.0f, 7.0f,
// Batch 2, Height 1, Width (2) x Channel (1)
13.0f, 15.0f,
// Batch 3, Height 0, Width (2) x Channel (3)
6.0f, 8.0f,
// Batch 3, Height 1, Width (2) x Channel (1)
14.0f, 16.0f }}},
{{ "outputTensor", { 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 }}});
}
struct BatchToSpaceNDFixtureTest2 : public BatchToSpaceNDFixture
{
BatchToSpaceNDFixtureTest2() : BatchToSpaceNDFixture("[ 4, 1, 1, 1 ]",
"[ 1, 2, 2, 1 ]",
"[ 2,0,0,0, 2,0,0,0 ]",
"[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]") {}
};
BOOST_FIXTURE_TEST_CASE(ParseBatchToSpaceNDTest2, BatchToSpaceNDFixtureTest2)
{
RunTest<4, armnn::DataType::Float32>
(0,
{{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f }}},
{{ "outputTensor", { // Batch 0, Height 0, Width (2) x Channel (1)
1.0f, 2.0f, 3.0f, 4.0f }}});
}
struct BatchToSpaceNDFixtureTest3 : public BatchToSpaceNDFixture
{
BatchToSpaceNDFixtureTest3() : BatchToSpaceNDFixture("[ 4, 1, 1, 3 ]",
"[ 1, 2, 2, 3 ]",
"[ 2,0,0,0, 2,0,0,0 ]",
"[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]") {}
};
BOOST_FIXTURE_TEST_CASE(ParseBatchToSpaceNDTest3, BatchToSpaceNDFixtureTest3)
{
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 }}},
{{ "outputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}});
}
BOOST_AUTO_TEST_SUITE_END()
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