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//
// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersFixture.hpp"
TEST_SUITE("TensorflowLiteParser_AvgPool2D")
{
struct AvgPool2DFixture : public ParserFlatbuffersFixture
{
explicit AvgPool2DFixture(std::string inputdim, std::string outputdim, std::string dataType)
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "AVERAGE_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": "AvgPool2D test.",
"buffers" : [ {}, {} ]
})";
SetupSingleInputSingleOutput("InputTensor", "OutputTensor");
}
};
struct AvgPoolLiteFixtureUint1DOutput : AvgPool2DFixture
{
AvgPoolLiteFixtureUint1DOutput() : AvgPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "UINT8") {}
};
struct AvgPoolLiteFixtureFloat1DOutput : AvgPool2DFixture
{
AvgPoolLiteFixtureFloat1DOutput() : AvgPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "FLOAT32") {}
};
struct AvgPoolLiteFixture2DOutput : AvgPool2DFixture
{
AvgPoolLiteFixture2DOutput() : AvgPool2DFixture("[ 1, 4, 4, 1 ]", "[ 1, 2, 2, 1 ]", "UINT8") {}
};
TEST_CASE_FIXTURE(AvgPoolLiteFixtureUint1DOutput, "AvgPoolLite1DOutput")
{
RunTest<4, armnn::DataType::QAsymmU8>(0, {2, 3, 5, 2 }, { 3 });
}
TEST_CASE_FIXTURE(AvgPoolLiteFixtureFloat1DOutput, "AvgPoolLiteFloat1DOutput")
{
RunTest<4, armnn::DataType::Float32>(0, { 2.0f, 3.0f, 5.0f, 2.0f }, { 3.0f });
}
TEST_CASE_FIXTURE(AvgPoolLiteFixture2DOutput, "AvgPoolLite2DOutput")
{
RunTest<4, armnn::DataType::QAsymmU8>(
0, { 1, 2, 2, 3, 5, 6, 7, 8, 3, 2, 1, 0, 1, 2, 3, 4 }, { 4, 5, 2, 2 });
}
TEST_CASE_FIXTURE(AvgPoolLiteFixtureFloat1DOutput, "IncorrectDataTypeError")
{
CHECK_THROWS_AS((RunTest<4, armnn::DataType::QAsymmU8>(0, {2, 3, 5, 2 }, { 3 })), armnn::Exception);
}
}
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