telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 4 | // |
| 5 | #include <boost/test/unit_test.hpp> |
| 6 | #include "../OnnxParser.hpp" |
| 7 | #include "ParserPrototxtFixture.hpp" |
| 8 | #include <onnx/onnx.pb.h> |
| 9 | #include "google/protobuf/stubs/logging.h" |
| 10 | |
| 11 | |
| 12 | using ModelPtr = std::unique_ptr<onnx::ModelProto>; |
| 13 | |
| 14 | BOOST_AUTO_TEST_SUITE(OnnxParser) |
| 15 | |
| 16 | struct GetInputsOutputsMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 17 | { |
| 18 | explicit GetInputsOutputsMainFixture() |
| 19 | { |
| 20 | m_Prototext = R"( |
| 21 | ir_version: 3 |
| 22 | producer_name: "CNTK" |
| 23 | producer_version: "2.5.1" |
| 24 | domain: "ai.cntk" |
| 25 | model_version: 1 |
| 26 | graph { |
| 27 | name: "CNTKGraph" |
| 28 | input { |
| 29 | name: "Input" |
| 30 | type { |
| 31 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 32 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 33 | shape { |
| 34 | dim { |
| 35 | dim_value: 4 |
| 36 | } |
| 37 | } |
| 38 | } |
| 39 | } |
| 40 | } |
| 41 | node { |
| 42 | input: "Input" |
| 43 | output: "Output" |
| 44 | name: "ActivationLayer" |
| 45 | op_type: "Relu" |
| 46 | } |
| 47 | output { |
| 48 | name: "Output" |
| 49 | type { |
| 50 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 51 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 52 | shape { |
| 53 | dim { |
| 54 | dim_value: 4 |
| 55 | } |
| 56 | } |
| 57 | } |
| 58 | } |
| 59 | } |
| 60 | } |
| 61 | opset_import { |
| 62 | version: 7 |
| 63 | })"; |
| 64 | Setup(); |
| 65 | } |
| 66 | }; |
| 67 | |
| 68 | |
| 69 | BOOST_FIXTURE_TEST_CASE(GetInput, GetInputsOutputsMainFixture) |
| 70 | { |
| 71 | ModelPtr model = armnnOnnxParser::OnnxParser::LoadModelFromString(m_Prototext.c_str()); |
| 72 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParser::GetInputs(model); |
| 73 | BOOST_CHECK_EQUAL(1, tensors.size()); |
| 74 | BOOST_CHECK_EQUAL("Input", tensors[0]); |
| 75 | |
| 76 | } |
| 77 | |
| 78 | BOOST_FIXTURE_TEST_CASE(GetOutput, GetInputsOutputsMainFixture) |
| 79 | { |
| 80 | ModelPtr model = armnnOnnxParser::OnnxParser::LoadModelFromString(m_Prototext.c_str()); |
| 81 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParser::GetOutputs(model); |
| 82 | BOOST_CHECK_EQUAL(1, tensors.size()); |
| 83 | BOOST_CHECK_EQUAL("Output", tensors[0]); |
| 84 | } |
| 85 | |
| 86 | struct GetEmptyInputsOutputsFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 87 | { |
| 88 | GetEmptyInputsOutputsFixture() |
| 89 | { |
| 90 | m_Prototext = R"( |
| 91 | ir_version: 3 |
| 92 | producer_name: "CNTK " |
| 93 | producer_version: "2.5.1 " |
| 94 | domain: "ai.cntk " |
| 95 | model_version: 1 |
| 96 | graph { |
| 97 | name: "CNTKGraph " |
| 98 | node { |
| 99 | output: "Output" |
| 100 | attribute { |
| 101 | name: "value" |
| 102 | t { |
| 103 | dims: 7 |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 104 | data_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 105 | float_data: 0.0 |
| 106 | float_data: 1.0 |
| 107 | float_data: 2.0 |
| 108 | float_data: 3.0 |
| 109 | float_data: 4.0 |
| 110 | float_data: 5.0 |
| 111 | float_data: 6.0 |
| 112 | |
| 113 | } |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 114 | type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 115 | } |
| 116 | name: "constantNode" |
| 117 | op_type: "Constant" |
| 118 | } |
| 119 | output { |
| 120 | name: "Output" |
| 121 | type { |
| 122 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 123 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 124 | shape { |
| 125 | dim { |
| 126 | dim_value: 7 |
| 127 | } |
| 128 | } |
| 129 | } |
| 130 | } |
| 131 | } |
| 132 | } |
| 133 | opset_import { |
| 134 | version: 7 |
| 135 | })"; |
| 136 | Setup(); |
| 137 | } |
| 138 | }; |
| 139 | |
| 140 | BOOST_FIXTURE_TEST_CASE(GetEmptyInputs, GetEmptyInputsOutputsFixture) |
| 141 | { |
| 142 | ModelPtr model = armnnOnnxParser::OnnxParser::LoadModelFromString(m_Prototext.c_str()); |
| 143 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParser::GetInputs(model); |
| 144 | BOOST_CHECK_EQUAL(0, tensors.size()); |
| 145 | } |
| 146 | |
| 147 | BOOST_AUTO_TEST_CASE(GetInputsNullModel) |
| 148 | { |
| 149 | BOOST_CHECK_THROW(armnnOnnxParser::OnnxParser::LoadModelFromString(""), armnn::InvalidArgumentException); |
| 150 | } |
| 151 | |
| 152 | BOOST_AUTO_TEST_CASE(GetOutputsNullModel) |
| 153 | { |
| 154 | auto silencer = google::protobuf::LogSilencer(); //get rid of errors from protobuf |
| 155 | BOOST_CHECK_THROW(armnnOnnxParser::OnnxParser::LoadModelFromString("nknnk"), armnn::ParseException); |
| 156 | } |
| 157 | |
| 158 | struct GetInputsMultipleFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 159 | { |
| 160 | GetInputsMultipleFixture() { |
| 161 | |
| 162 | m_Prototext = R"( |
| 163 | ir_version: 3 |
| 164 | producer_name: "CNTK" |
| 165 | producer_version: "2.5.1" |
| 166 | domain: "ai.cntk" |
| 167 | model_version: 1 |
| 168 | graph { |
| 169 | name: "CNTKGraph" |
| 170 | input { |
| 171 | name: "Input0" |
| 172 | type { |
| 173 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 174 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 175 | shape { |
| 176 | dim { |
| 177 | dim_value: 1 |
| 178 | } |
| 179 | dim { |
| 180 | dim_value: 1 |
| 181 | } |
| 182 | dim { |
| 183 | dim_value: 1 |
| 184 | } |
| 185 | dim { |
| 186 | dim_value: 4 |
| 187 | } |
| 188 | } |
| 189 | } |
| 190 | } |
| 191 | } |
| 192 | input { |
| 193 | name: "Input1" |
| 194 | type { |
| 195 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 196 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 197 | shape { |
| 198 | dim { |
| 199 | dim_value: 4 |
| 200 | } |
| 201 | } |
| 202 | } |
| 203 | } |
| 204 | } |
| 205 | node { |
| 206 | input: "Input0" |
| 207 | input: "Input1" |
| 208 | output: "Output" |
| 209 | name: "addition" |
| 210 | op_type: "Add" |
| 211 | doc_string: "" |
| 212 | domain: "" |
| 213 | } |
| 214 | output { |
| 215 | name: "Output" |
| 216 | type { |
| 217 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 218 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 219 | shape { |
| 220 | dim { |
| 221 | dim_value: 1 |
| 222 | } |
| 223 | dim { |
| 224 | dim_value: 1 |
| 225 | } |
| 226 | dim { |
| 227 | dim_value: 1 |
| 228 | } |
| 229 | dim { |
| 230 | dim_value: 4 |
| 231 | } |
| 232 | } |
| 233 | } |
| 234 | } |
| 235 | } |
| 236 | } |
| 237 | opset_import { |
| 238 | version: 7 |
| 239 | })"; |
| 240 | Setup(); |
| 241 | } |
| 242 | }; |
| 243 | |
| 244 | BOOST_FIXTURE_TEST_CASE(GetInputsMultipleInputs, GetInputsMultipleFixture) |
| 245 | { |
| 246 | ModelPtr model = armnnOnnxParser::OnnxParser::LoadModelFromString(m_Prototext.c_str()); |
| 247 | std::vector<std::string> tensors = armnnOnnxParser::OnnxParser::GetInputs(model); |
| 248 | BOOST_CHECK_EQUAL(2, tensors.size()); |
| 249 | BOOST_CHECK_EQUAL("Input0", tensors[0]); |
| 250 | BOOST_CHECK_EQUAL("Input1", tensors[1]); |
| 251 | } |
| 252 | |
| 253 | |
| 254 | |
| 255 | BOOST_AUTO_TEST_SUITE_END() |