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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"
BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
struct ActivationFixture : ParserFlatbuffersFixture
{
explicit ActivationFixture(std::string activationFunction, std::string dataType)
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": )" + activationFunction + R"( } ],
"subgraphs": [ {
"tensors": [
{
"shape": [ 1, 7 ],
"type": )" + dataType + R"(,
"buffer": 0,
"name": "inputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": [ 1, 7 ],
"type": )" + dataType + R"(,
"buffer": 1,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
}
],
"inputs": [ 0 ],
"outputs": [ 1 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0 ],
"outputs": [ 1 ],
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [ {}, {} ]
}
)";
SetupSingleInputSingleOutput("inputTensor", "outputTensor");
}
};
struct ReLuFixture : ActivationFixture
{
ReLuFixture() : ActivationFixture("RELU", "FLOAT32") {}
};
BOOST_FIXTURE_TEST_CASE(ParseReLu, ReLuFixture)
{
RunTest<2, float>(0, { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f },
{ 0.0f, 0.0f, 1.25f, 0.0f, 0.0f, 0.5f, 0.0f });
}
struct ReLu6Fixture : ActivationFixture
{
ReLu6Fixture() : ActivationFixture("RELU6", "FLOAT32") {}
};
BOOST_FIXTURE_TEST_CASE(ParseReLu6, ReLu6Fixture)
{
RunTest<2, float>(0, { -1.0f, -0.5f, 7.25f, -3.0f, 0.0f, 0.5f, -0.75f },
{ 0.0f, 0.0f, 6.0f, 0.0f, 0.0f, 0.5f, 0.0f });
}
BOOST_AUTO_TEST_SUITE_END()
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