1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
|
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include <boost/test/unit_test.hpp>
#include "ParserFlatbuffersFixture.hpp"
#include "../TfLiteParser.hpp"
#include <string>
#include <iostream>
BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
struct UnpackFixture : public ParserFlatbuffersFixture
{
explicit UnpackFixture(const std::string & inputShape,
const unsigned int numberOfOutputs,
const std::string & outputShape,
const std::string & axis,
const std::string & num)
{
// As input index is 0, output indexes start at 1
std::string outputIndexes = "1";
for(unsigned int i = 1; i < numberOfOutputs; i++)
{
outputIndexes += ", " + std::to_string(i+1);
}
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "UNPACK" } ],
"subgraphs": [ {
"tensors": [
{
"shape": )" + inputShape + R"(,
"type": "FLOAT32",
"buffer": 0,
"name": "inputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},)";
// Append the required number of outputs for this UnpackFixture.
// As input index is 0, output indexes start at 1.
for(unsigned int i = 0; i < numberOfOutputs; i++)
{
m_JsonString += R"(
{
"shape": )" + outputShape + R"( ,
"type": "FLOAT32",
"buffer": )" + std::to_string(i + 1) + R"(,
"name": "outputTensor)" + std::to_string(i + 1) + R"(",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},)";
}
m_JsonString += R"(
],
"inputs": [ 0 ],
"outputs": [ )" + outputIndexes + R"( ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0 ],
"outputs": [ )" + outputIndexes + R"( ],
"builtin_options_type": "UnpackOptions",
"builtin_options": {
"axis": )" + axis;
if(!num.empty())
{
m_JsonString += R"(,
"num" : )" + num;
}
m_JsonString += R"(
},
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ },
{ }
]
}
)";
Setup();
}
};
struct DefaultUnpackAxisZeroFixture : UnpackFixture
{
DefaultUnpackAxisZeroFixture() : UnpackFixture("[ 4, 1, 6 ]", 4, "[ 1, 6 ]", "0", "") {}
};
BOOST_FIXTURE_TEST_CASE(UnpackAxisZeroNumIsDefaultNotSpecified, DefaultUnpackAxisZeroFixture)
{
RunTest<2, armnn::DataType::Float32>(
0,
{ {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f,
7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f,
13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f,
19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f } } },
{ {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }},
{"outputTensor2", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }},
{"outputTensor3", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }},
{"outputTensor4", { 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }} });
}
BOOST_AUTO_TEST_SUITE_END()
|
