src/armnnDeserializer/test/DeserializeAbs.cpp


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

//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//

#include <boost/test/unit_test.hpp>
#include "ParserFlatbuffersSerializeFixture.hpp"
#include "../Deserializer.hpp"

#include <string>
#include <iostream>

BOOST_AUTO_TEST_SUITE(Deserializer)

    struct AbsFixture : public ParserFlatbuffersSerializeFixture
    {
        explicit AbsFixture(const std::string &inputShape,
                             const std::string &outputShape,
                             const std::string &dataType)
        {
            m_JsonString = R"(
            {
                inputIds: [0],
                outputIds: [2],
                layers: [
                    {
                        layer_type: "InputLayer",
                        layer: {
                            base: {
                                layerBindingId: 0,
                                base: {
                                    index: 0,
                                    layerName: "InputLayer",
                                    layerType: "Input",
                                    inputSlots: [{
                                        index: 0,
                                        connection: {sourceLayerIndex:0, outputSlotIndex:0 },
                                    }],
                                    outputSlots: [{
                                        index: 0,
                                        tensorInfo: {
                                            dimensions: )" + inputShape + R"(,
                                            dataType: )" + dataType + R"(
                                        }
                                    }]
                                }
                            }
                        }
                    },
                    {
                        layer_type: "AbsLayer",
                        layer: {
                            base: {
                                index: 1,
                                layerName: "AbsLayer",
                                layerType: "Abs",
                                inputSlots: [{
                                    index: 0,
                                    connection: {sourceLayerIndex:0, outputSlotIndex:0 },
                                }],
                                outputSlots: [{
                                    index: 0,
                                    tensorInfo: {
                                        dimensions: )" + outputShape + R"(,
                                        dataType: )" + dataType + R"(
                                    }
                                }]
                            }

                        }
                    },
                    {
                        layer_type: "OutputLayer",
                        layer: {
                            base:{
                                layerBindingId: 2,
                                base: {
                                    index: 2,
                                    layerName: "OutputLayer",
                                    layerType: "Output",
                                    inputSlots: [{
                                        index: 0,
                                        connection: {sourceLayerIndex:1, outputSlotIndex:0 },
                                    }],
                                    outputSlots: [{
                                        index: 0,
                                        tensorInfo: {
                                            dimensions: )" + outputShape + R"(,
                                            dataType: )" + dataType + R"(
                                        },
                                    }],
                                }
                            }
                        },
                    }
                ]
            }
        )";
            Setup();
        }
    };

    struct SimpleAbsFixture : AbsFixture
    {
        SimpleAbsFixture()
                : AbsFixture("[ 1, 2, 2, 2 ]",     // inputShape
                              "[ 1, 2, 2, 2 ]",     // outputShape
                              "Float32")            // dataType
        {}
    };

    BOOST_FIXTURE_TEST_CASE(SimpleAbsTest, SimpleAbsFixture)
    {
        RunTest<4, armnn::DataType::Float32>(
                0,
                {{"InputLayer",  { -100.0f, -50.5f, -25.9999f, -0.5f , 0.0f, 1.5555f, 25.5f, 100.0f }}},
                {{"OutputLayer", { 100.0f, 50.0f, 25.9999f, 0.5f , 0.0f, 1.5555f, 25.5f, 100.0f }}});
    }

BOOST_AUTO_TEST_SUITE_END()