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
124
125
126
127
128
129
130
131
132
133
134
135
136
|
//
// Copyright © 2020 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersSerializeFixture.hpp"
#include <armnnDeserializer/IDeserializer.hpp>
#include <string>
TEST_SUITE("Deserializer_Transpose")
{
struct TransposeFixture : public ParserFlatbuffersSerializeFixture
{
explicit TransposeFixture(const std::string &inputShape,
const std::string &dimMappings,
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: "TransposeLayer",
layer: {
base: {
index: 1,
layerName: "TransposeLayer",
layerType: "Transpose",
inputSlots: [{
index: 0,
connection: {sourceLayerIndex:0, outputSlotIndex:0 },
}],
outputSlots: [{
index: 0,
tensorInfo: {
dimensions: )" + outputShape + R"(,
dataType: )" + dataType + R"(
}
}]
},
descriptor: {
dimMappings: )" + dimMappings + 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"(
},
}],
}
}
},
}
]
}
)";
SetupSingleInputSingleOutput("InputLayer", "OutputLayer");
}
};
struct SimpleTranspose2DFixture : TransposeFixture
{
SimpleTranspose2DFixture() : TransposeFixture("[ 2, 3 ]",
"[ 1, 0 ]",
"[ 3, 2 ]",
"QuantisedAsymm8") {}
};
TEST_CASE_FIXTURE(SimpleTranspose2DFixture, "SimpleTranspose2DQuantisedAsymm8")
{
RunTest<2, armnn::DataType::QAsymmU8>(0,
{ 1, 2, 3, 4, 5, 6 },
{ 1, 4, 2, 5, 3, 6 });
}
struct SimpleTranspose4DFixture : TransposeFixture
{
SimpleTranspose4DFixture() : TransposeFixture("[ 1, 2, 3, 4 ]",
"[ 3, 2, 1, 0 ]",
"[ 4, 3, 2, 1 ]",
"QuantisedAsymm8") {}
};
TEST_CASE_FIXTURE(SimpleTranspose4DFixture, "SimpleTranspose4DQuantisedAsymm8")
{
RunTest<4, armnn::DataType::QAsymmU8>(0,
{ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12,
13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24 },
{ 1, 13, 5, 17, 9, 21, 2, 14, 6, 18, 10, 22,
3, 15, 7, 19, 11, 23, 4, 16, 8, 20, 12, 24 });
}
}
|