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
120
121
122
123
|
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersFixture.hpp"
#include "../TfLiteParser.hpp"
#include <string>
#include <iostream>
TEST_SUITE("TensorflowLiteParser_Sub")
{
struct SubFixture : public ParserFlatbuffersFixture
{
explicit SubFixture(const std::string & inputShape1,
const std::string & inputShape2,
const std::string & outputShape,
const std::string & activation="NONE")
{
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "SUB" } ],
"subgraphs": [ {
"tensors": [
{
"shape": )" + inputShape1 + R"(,
"type": "UINT8",
"buffer": 0,
"name": "inputTensor1",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": )" + inputShape2 + R"(,
"type": "UINT8",
"buffer": 1,
"name": "inputTensor2",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
},
{
"shape": )" + outputShape + R"( ,
"type": "UINT8",
"buffer": 2,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ 1.0 ],
"zero_point": [ 0 ],
}
}
],
"inputs": [ 0, 1 ],
"outputs": [ 2 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0, 1 ],
"outputs": [ 2 ],
"builtin_options_type": "SubOptions",
"builtin_options": {
"fused_activation_function": )" + activation + R"(
},
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ },
{ }
]
}
)";
Setup();
}
};
struct SimpleSubFixture : SubFixture
{
SimpleSubFixture() : SubFixture("[ 1, 4 ]",
"[ 1, 4 ]",
"[ 1, 4 ]") {}
};
TEST_CASE_FIXTURE(SimpleSubFixture, "SimpleSub")
{
RunTest<2, armnn::DataType::QAsymmU8>(
0,
{{"inputTensor1", { 4, 5, 6, 7 }},
{"inputTensor2", { 3, 2, 1, 0 }}},
{{"outputTensor", { 1, 3, 5, 7 }}});
}
struct DynamicSubFixture : SubFixture
{
DynamicSubFixture() : SubFixture("[ 1, 4 ]",
"[ 1, 4 ]",
"[ ]") {}
};
TEST_CASE_FIXTURE(DynamicSubFixture, "DynamicSub")
{
RunTest<2, armnn::DataType::QAsymmU8, armnn::DataType::QAsymmU8>(
0,
{{"inputTensor1", { 4, 5, 6, 7 }},
{"inputTensor2", { 3, 2, 1, 0 }}},
{{"outputTensor", { 1, 3, 5, 7 }}},
true);
}
}
|
