1 //
2 // Copyright © 2020 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
12 BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
13
14 struct ExpFixture : public ParserFlatbuffersFixture
15 {
ExpFixtureExpFixture16 explicit ExpFixture(const std::string & inputShape,
17 const std::string & outputShape)
18 {
19 m_JsonString = R"(
20 {
21 "version": 3,
22 "operator_codes": [ { "builtin_code": "EXP" } ],
23 "subgraphs": [ {
24 "tensors": [
25 {
26 "shape": )" + inputShape + R"(,
27 "type": "FLOAT32",
28 "buffer": 0,
29 "name": "inputTensor",
30 "quantization": {
31 "min": [ 0.0 ],
32 "max": [ 255.0 ],
33 "scale": [ 1.0 ],
34 "zero_point": [ 0 ],
35 }
36 },
37 {
38 "shape": )" + outputShape + R"( ,
39 "type": "FLOAT32",
40 "buffer": 1,
41 "name": "outputTensor",
42 "quantization": {
43 "min": [ 0.0 ],
44 "max": [ 255.0 ],
45 "scale": [ 1.0 ],
46 "zero_point": [ 0 ],
47 }
48 }
49 ],
50 "inputs": [ 0 ],
51 "outputs": [ 1 ],
52 "operators": [
53 {
54 "opcode_index": 0,
55 "inputs": [ 0 ],
56 "outputs": [ 1 ],
57 "custom_options_format": "FLEXBUFFERS"
58 }
59 ],
60 } ],
61 "buffers" : [
62 { },
63 { }
64 ]
65 }
66 )";
67 Setup();
68 }
69 };
70
71 struct SimpleExpFixture : public ExpFixture
72 {
SimpleExpFixtureSimpleExpFixture73 SimpleExpFixture() : ExpFixture("[ 1, 2, 3, 1 ]", "[ 1, 2, 3, 1 ]") {}
74 };
75
BOOST_FIXTURE_TEST_CASE(ParseExp,SimpleExpFixture)76 BOOST_FIXTURE_TEST_CASE(ParseExp, SimpleExpFixture)
77 {
78 using armnn::DataType;
79 RunTest<4, DataType::Float32>(0, {{ "inputTensor", { 0.0f, 1.0f, 2.0f,
80 3.0f, 4.0f, 5.0f} }},
81 {{ "outputTensor", { 1.0f, 2.718281f, 7.3890515f,
82 20.0855185f, 54.5980834f, 148.4129329f} } });
83 }
84
85 BOOST_AUTO_TEST_SUITE_END()