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
|
//
// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersFixture.hpp"
#include "../TfLiteParser.hpp"
#include <string>
#include <iostream>
TEST_SUITE("TensorflowLiteParser_DepthToSpace")
{
struct DepthToSpaceFixture : public ParserFlatbuffersFixture
{
explicit DepthToSpaceFixture(const std::string& inputShape,
const std::string& outputShape,
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": "DEPTH_TO_SPACE" } ],
"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"( ],
}
}
],
"inputs": [ 0 ],
"outputs": [ 1 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0 ],
"outputs": [ 1 ],
"builtin_options_type": "DepthToSpaceOptions",
"builtin_options": {
"block_size": 2
},
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ },
{ },
]
}
)";
SetupSingleInputSingleOutput("inputTensor", "outputTensor");
}
};
struct SimpleDepthToSpaceFixture : public DepthToSpaceFixture
{
SimpleDepthToSpaceFixture() : DepthToSpaceFixture("[ 1, 2, 2, 4 ]", "[ 1, 4, 4, 1 ]") {}
};
TEST_CASE_FIXTURE(SimpleDepthToSpaceFixture, "ParseDepthToSpace")
{
RunTest<4, armnn::DataType::Float32>
(0,
{{ "inputTensor", { 1.f, 2.f, 3.f, 4.f,
5.f, 6.f, 7.f, 8.f,
9.f, 10.f, 11.f, 12.f,
13.f, 14.f, 15.f, 16.f }}},
{{ "outputTensor", { 1.f, 2.f, 5.f, 6.f,
3.f, 4.f, 7.f, 8.f,
9.f, 10.f, 13.f, 14.f,
11.f, 12.f, 15.f, 16.f }}});
}
}
|
