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
|
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// See LICENSE file in the project root for full license information.
//
#include <boost/test/unit_test.hpp>
#include "armnnTfParser/ITfParser.hpp"
#include "ParserPrototxtFixture.hpp"
BOOST_AUTO_TEST_SUITE(TensorflowParser)
struct ResizeBilinearFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser>
{
ResizeBilinearFixture()
{
m_Prototext = R"(
node {
name: "graphInput"
op: "Placeholder"
attr {
key: "dtype"
value {
type: DT_FLOAT
}
}
attr {
key: "value"
value {
tensor {
dtype: DT_FLOAT
tensor_shape {
dim {
size: 1
}
dim {
size: 3
}
dim {
size: 3
}
dim {
size: 1
}
}
tensor_content:
"\000\000\000\000\000\000\200?\000\000\000@\000\000@@\000\000\200@\000\000\240@\000\000\300@\000\000\340@\000\000\000A"
}
}
}
}
node {
name: "resizeBilinearLayer/size"
op: "Const"
attr {
key: "dtype"
value {
type: DT_INT32
}
}
attr {
key: "value"
value {
tensor {
dtype: DT_INT32
tensor_shape {
dim {
size: 2
}
}
tensor_content: "\005\000\000\000\005\000\000\000"
}
}
}
}
node {
name: "resizeBilinearLayer"
op: "ResizeBilinear"
input: "graphInput"
input: "resizeBilinearLayer/size"
attr {
key: "T"
value {
type: DT_FLOAT
}
}
attr {
key: "align_corners"
value {
b: false
}
}
}
)";
SetupSingleInputSingleOutput({ 1, 3, 3, 1 }, "graphInput", "resizeBilinearLayer");
}
};
BOOST_FIXTURE_TEST_CASE(ParseResizeBilinear, ResizeBilinearFixture)
{
RunTest<4>(// Input data.
{ 0.0f, 1.0f, 2.0f,
3.0f, 4.0f, 5.0f,
6.0f, 7.0f, 8.0f },
// Expected output data.
{ 0.0f, 0.6f, 1.2f, 1.8f, 2.0f,
1.8f, 2.4f, 3.0f, 3.6f, 3.8f,
3.6f, 4.2f, 4.8f, 5.4f, 5.6f,
5.4f, 6.0f, 6.6f, 7.2f, 7.4f,
6.0f, 6.6f, 7.2f, 7.8f, 8.0f });
}
BOOST_AUTO_TEST_SUITE_END()
|