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//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include <boost/test/unit_test.hpp>
#include "armnnTfLiteParser/ITfLiteParser.hpp"
#include "ParserFlatbuffersFixture.hpp"
BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
struct MaxPool2DFixture : public ParserFlatbuffersFixture
{
explicit MaxPool2DFixture(std::string inputdim, std::string outputdim, std::string dataType)
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "MAX_POOL_2D" } ],
"subgraphs": [
{
"tensors": [
{
"shape": )"
+ outputdim
+ R"(,
"type": )"
+ dataType
+ R"(,
"buffer": 0,
"name": "OutputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ]
}
},
{
"shape": )"
+ inputdim
+ R"(,
"type": )"
+ dataType
+ R"(,
"buffer": 1,
"name": "InputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ]
}
}
],
"inputs": [ 1 ],
"outputs": [ 0 ],
"operators": [ {
"opcode_index": 0,
"inputs": [ 1 ],
"outputs": [ 0 ],
"builtin_options_type": "Pool2DOptions",
"builtin_options":
{
"padding": "VALID",
"stride_w": 2,
"stride_h": 2,
"filter_width": 2,
"filter_height": 2,
"fused_activation_function": "NONE"
},
"custom_options_format": "FLEXBUFFERS"
} ]
}
],
"description": "MaxPool2D test.",
"buffers" : [ {}, {} ]
})";
SetupSingleInputSingleOutput("InputTensor", "OutputTensor");
}
};
struct MaxPoolLiteFixtureUint1DOutput : MaxPool2DFixture
{
MaxPoolLiteFixtureUint1DOutput() : MaxPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "UINT8") {}
};
struct MaxPoolLiteFixtureFloat1DOutput : MaxPool2DFixture
{
MaxPoolLiteFixtureFloat1DOutput() : MaxPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "FLOAT32") {}
};
struct MaxPoolLiteFixtureUint2DOutput : MaxPool2DFixture
{
MaxPoolLiteFixtureUint2DOutput() : MaxPool2DFixture("[ 1, 4, 4, 1 ]", "[ 1, 2, 2, 1 ]", "UINT8") {}
};
BOOST_FIXTURE_TEST_CASE(MaxPoolLiteUint1DOutput, MaxPoolLiteFixtureUint1DOutput)
{
RunTest<4, uint8_t>(0, { 2, 3, 5, 2 }, { 5 });
}
BOOST_FIXTURE_TEST_CASE(MaxPoolLiteFloat1DOutput, MaxPoolLiteFixtureFloat1DOutput)
{
RunTest<4, float>(0, { 2.0f, 3.0f, 5.0f, 2.0f }, { 5.0f });
}
BOOST_FIXTURE_TEST_CASE(MaxPoolLiteUint2DOutput, MaxPoolLiteFixtureUint2DOutput)
{
RunTest<4, uint8_t>(0, { 1, 2, 2, 3, 5, 6, 7, 8, 3, 2, 1, 0, 1, 2, 3, 4 }, { 6, 8, 3, 4 });
}
BOOST_FIXTURE_TEST_CASE(MaxPoolIncorrectDataTypeError, MaxPoolLiteFixtureFloat1DOutput)
{
BOOST_CHECK_THROW((RunTest<4, uint8_t>(0, { 2, 3, 5, 2 }, { 5 })), armnn::Exception);
}
BOOST_AUTO_TEST_SUITE_END()
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