1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5
6 #include <boost/test/unit_test.hpp>
7 #include "ParserFlatbuffersFixture.hpp"
8 #include "../TfLiteParser.hpp"
9
10 #include <string>
11 #include <iostream>
12
13 BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
14
15 struct SubFixture : public ParserFlatbuffersFixture
16 {
SubFixtureSubFixture17 explicit SubFixture(const std::string & inputShape1,
18 const std::string & inputShape2,
19 const std::string & outputShape,
20 const std::string & activation="NONE")
21 {
22 m_JsonString = R"(
23 {
24 "version": 3,
25 "operator_codes": [ { "builtin_code": "SUB" } ],
26 "subgraphs": [ {
27 "tensors": [
28 {
29 "shape": )" + inputShape1 + R"(,
30 "type": "UINT8",
31 "buffer": 0,
32 "name": "inputTensor1",
33 "quantization": {
34 "min": [ 0.0 ],
35 "max": [ 255.0 ],
36 "scale": [ 1.0 ],
37 "zero_point": [ 0 ],
38 }
39 },
40 {
41 "shape": )" + inputShape2 + R"(,
42 "type": "UINT8",
43 "buffer": 1,
44 "name": "inputTensor2",
45 "quantization": {
46 "min": [ 0.0 ],
47 "max": [ 255.0 ],
48 "scale": [ 1.0 ],
49 "zero_point": [ 0 ],
50 }
51 },
52 {
53 "shape": )" + outputShape + R"( ,
54 "type": "UINT8",
55 "buffer": 2,
56 "name": "outputTensor",
57 "quantization": {
58 "min": [ 0.0 ],
59 "max": [ 255.0 ],
60 "scale": [ 1.0 ],
61 "zero_point": [ 0 ],
62 }
63 }
64 ],
65 "inputs": [ 0, 1 ],
66 "outputs": [ 2 ],
67 "operators": [
68 {
69 "opcode_index": 0,
70 "inputs": [ 0, 1 ],
71 "outputs": [ 2 ],
72 "builtin_options_type": "SubOptions",
73 "builtin_options": {
74 "fused_activation_function": )" + activation + R"(
75 },
76 "custom_options_format": "FLEXBUFFERS"
77 }
78 ],
79 } ],
80 "buffers" : [
81 { },
82 { }
83 ]
84 }
85 )";
86 Setup();
87 }
88 };
89
90
91 struct SimpleSubFixture : SubFixture
92 {
SimpleSubFixtureSimpleSubFixture93 SimpleSubFixture() : SubFixture("[ 1, 4 ]",
94 "[ 1, 4 ]",
95 "[ 1, 4 ]") {}
96 };
97
BOOST_FIXTURE_TEST_CASE(SimpleSub,SimpleSubFixture)98 BOOST_FIXTURE_TEST_CASE(SimpleSub, SimpleSubFixture)
99 {
100 RunTest<2, armnn::DataType::QAsymmU8>(
101 0,
102 {{"inputTensor1", { 4, 5, 6, 7 }},
103 {"inputTensor2", { 3, 2, 1, 0 }}},
104 {{"outputTensor", { 1, 3, 5, 7 }}});
105 }
106
107 struct DynamicSubFixture : SubFixture
108 {
DynamicSubFixtureDynamicSubFixture109 DynamicSubFixture() : SubFixture("[ 1, 4 ]",
110 "[ 1, 4 ]",
111 "[ ]") {}
112 };
113
BOOST_FIXTURE_TEST_CASE(DynamicSub,DynamicSubFixture)114 BOOST_FIXTURE_TEST_CASE(DynamicSub, DynamicSubFixture)
115 {
116 RunTest<2, armnn::DataType::QAsymmU8, armnn::DataType::QAsymmU8>(
117 0,
118 {{"inputTensor1", { 4, 5, 6, 7 }},
119 {"inputTensor2", { 3, 2, 1, 0 }}},
120 {{"outputTensor", { 1, 3, 5, 7 }}},
121 true);
122 }
123
124 BOOST_AUTO_TEST_SUITE_END()
125