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//
// Copyright © 2021 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersFixture.hpp"
#include "../TfLiteParser.hpp"
#include <string>
#include <iostream>
TEST_SUITE("TensorflowLiteParser_ExpandDims")
{
struct ExpandDimsFixture : public ParserFlatbuffersFixture
{
explicit ExpandDimsFixture(const std::string& inputShape,
const std::string& outputShape,
const std::string& axis)
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "EXPAND_DIMS" } ],
"subgraphs": [ {
"tensors": [
{
"shape": )" + inputShape + R"(,
"type": "UINT8",
"buffer": 0,
"name": "inputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": )" + outputShape + R"( ,
"type": "UINT8",
"buffer": 1,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": [ 1 ],
"type": "UINT8",
"buffer": 2,
"name": "expand_dims",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
],
"inputs": [ 0 ],
"outputs": [ 1 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0 , 2 ],
"outputs": [ 1 ],
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ },
{ },
{ "data": )" + axis + R"(, },
]
}
)";
SetupSingleInputSingleOutput("inputTensor", "outputTensor");
}
};
struct ExpandDimsFixture3dto4Daxis0 : ExpandDimsFixture
{
ExpandDimsFixture3dto4Daxis0() : ExpandDimsFixture("[ 2, 2, 1 ]", "[ 1, 2, 2, 1 ]", "[ 0, 0, 0, 0 ]") {}
};
TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis0, "ParseExpandDims3Dto4Daxis0")
{
RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } },
{{ "outputTensor", { 1, 2, 3, 4 } } });
}
struct ExpandDimsFixture3dto4Daxis3 : ExpandDimsFixture
{
ExpandDimsFixture3dto4Daxis3() : ExpandDimsFixture("[ 1, 2, 2 ]", "[ 1, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]") {}
};
TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis3, "ParseExpandDims3Dto4Daxis3")
{
RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } },
{{ "outputTensor", { 1, 2, 3, 4 } } });
}
}
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