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//
// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersFixture.hpp"
TEST_SUITE("TensorflowLiteParser_Pad")
{
struct PadV2Fixture : public ParserFlatbuffersFixture
{
explicit PadV2Fixture(const std::string& inputShape,
const std::string& outputShape,
const std::string& padListShape,
const std::string& padListData,
const std::string& constantValuesShape,
const std::string& constantValuesData,
const std::string& dataType = "FLOAT32",
const std::string& scale = "1.0",
const std::string& offset = "0")
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "PADV2" } ],
"subgraphs": [ {
"tensors": [
{
"shape": )" + inputShape + R"(,
"type": )" + dataType + R"(,
"buffer": 0,
"name": "inputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ )" + scale + R"( ],
"zero_point": [ )" + offset + R"( ],
}
},
{
"shape": )" + outputShape + R"(,
"type": )" + dataType + R"(,
"buffer": 1,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ )" + scale + R"( ],
"zero_point": [ )" + offset + R"( ],
}
},
{
"shape": )" + padListShape + R"( ,
"type": "INT64",
"buffer": 2,
"name": "padList",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": )" + constantValuesShape + R"( ,
"type": )" + dataType + R"(,
"buffer": 3,
"name": "constantValues",
"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": )" + padListData + R"(, },
{ "data": )" + constantValuesData + R"(, },
]
}
)";
SetupSingleInputSingleOutput("inputTensor", "outputTensor");
}
};
struct SimplePadV2Fixture : public PadV2Fixture
{
SimplePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]",
"[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]",
"[1]", "[0,0,160,64]") {}
};
TEST_CASE_FIXTURE(SimplePadV2Fixture, "ParsePadV2")
{
RunTest<2, armnn::DataType::Float32>
(0,
{{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}},
{{ "outputTensor", { 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f,
5.0f, 5.0f, 1.0f, 2.0f, 3.0f, 5.0f, 5.0f,
5.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 5.0f,
5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f }}});
}
struct NoConstValuePadV2Fixture : public PadV2Fixture
{
NoConstValuePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]",
"[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]",
"[]", "[]") {}
};
TEST_CASE_FIXTURE(NoConstValuePadV2Fixture, "ParsePadV2NoConstValue")
{
RunTest<2, armnn::DataType::Float32>
(0,
{{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}},
{{ "outputTensor", { 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, .0f,
0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f,
0.0f, 0.0f, 4.0f, 5.0f, 6.0f, 0.0f, 0.0f,
0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f }}});
}
struct Uint8PadV2Fixture : public PadV2Fixture
{
Uint8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]",
"[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]",
"[1]", "[1]","UINT8", "-2.0", "3") {}
};
TEST_CASE_FIXTURE(Uint8PadV2Fixture, "ParsePadV2Uint8")
{
RunTest<2, armnn::DataType::QAsymmU8>
(0,
{{ "inputTensor", { 1, 2, 3, 4, 5, 6 }}},
{{ "outputTensor", { 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 2, 3, 1, 1,
1, 1, 4, 5, 6, 1, 1,
1, 1, 1, 1, 1, 1, 1 }}});
}
struct Int8PadV2Fixture : public PadV2Fixture
{
Int8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]",
"[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]",
"[1]", "[2]","INT8", "-2.0", "3") {}
};
TEST_CASE_FIXTURE(Int8PadV2Fixture, "ParsePadV2Int8")
{
RunTest<2, armnn::DataType::QAsymmS8>
(0,
{{ "inputTensor", { 1, -2, 3, 4, 5, -6 }}},
{{ "outputTensor", { 2, 2, 2, 2, 2, 2, 2,
2, 2, 1, -2, 3, 2, 2,
2, 2, 4, 5, -6, 2, 2,
2, 2, 2, 2, 2, 2, 2 }}});
}
}
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