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 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "armnnOnnxParser/IOnnxParser.hpp" |
| 8 | #include "ParserPrototxtFixture.hpp" |
| 9 | |
| 10 | BOOST_AUTO_TEST_SUITE(OnnxParser) |
| 11 | |
| 12 | struct AddMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 13 | { |
| 14 | AddMainFixture(const std::string& dataType) |
| 15 | { |
| 16 | m_Prototext = R"( |
| 17 | ir_version: 3 |
| 18 | producer_name: "CNTK" |
| 19 | producer_version: "2.5.1" |
| 20 | domain: "ai.cntk" |
| 21 | model_version: 1 |
| 22 | graph { |
| 23 | name: "CNTKGraph" |
| 24 | input { |
| 25 | name: "Input0" |
| 26 | type { |
| 27 | tensor_type { |
| 28 | elem_type: )" + dataType + R"( |
| 29 | shape { |
| 30 | dim { |
| 31 | dim_value: 1 |
| 32 | } |
| 33 | dim { |
| 34 | dim_value: 1 |
| 35 | } |
| 36 | dim { |
| 37 | dim_value: 2 |
| 38 | } |
| 39 | dim { |
| 40 | dim_value: 2 |
| 41 | } |
| 42 | } |
| 43 | } |
| 44 | } |
| 45 | } |
| 46 | input { |
| 47 | name: "Input1" |
| 48 | type { |
| 49 | tensor_type { |
| 50 | elem_type: )" + dataType + R"( |
| 51 | shape { |
| 52 | dim { |
| 53 | dim_value: 1 |
| 54 | } |
| 55 | dim { |
| 56 | dim_value: 1 |
| 57 | } |
| 58 | dim { |
| 59 | dim_value: 2 |
| 60 | } |
| 61 | dim { |
| 62 | dim_value: 2 |
| 63 | } |
| 64 | } |
| 65 | } |
| 66 | } |
| 67 | } |
| 68 | node { |
| 69 | input: "Input0" |
| 70 | input: "Input1" |
| 71 | output: "Output" |
| 72 | name: "addition" |
| 73 | op_type: "Add" |
| 74 | doc_string: "" |
| 75 | domain: "" |
| 76 | } |
| 77 | output { |
| 78 | name: "Output" |
| 79 | type { |
| 80 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 81 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 82 | shape { |
| 83 | dim { |
| 84 | dim_value: 1 |
| 85 | } |
| 86 | dim { |
| 87 | dim_value: 1 |
| 88 | } |
| 89 | dim { |
| 90 | dim_value: 2 |
| 91 | } |
| 92 | dim { |
| 93 | dim_value: 2 |
| 94 | } |
| 95 | } |
| 96 | } |
| 97 | } |
| 98 | } |
| 99 | } |
| 100 | opset_import { |
| 101 | version: 7 |
| 102 | })"; |
| 103 | } |
| 104 | }; |
| 105 | |
| 106 | struct AddValidFixture : AddMainFixture |
| 107 | { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 108 | AddValidFixture() : AddMainFixture("1") { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 109 | Setup(); |
| 110 | } |
| 111 | }; |
| 112 | |
| 113 | struct AddInvalidFixture : AddMainFixture |
| 114 | { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 115 | AddInvalidFixture() : AddMainFixture("6") { } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 116 | }; |
| 117 | |
| 118 | struct AddValidBroadcastFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 119 | { |
| 120 | AddValidBroadcastFixture() { |
| 121 | |
| 122 | m_Prototext = R"( |
| 123 | ir_version: 3 |
| 124 | producer_name: "CNTK" |
| 125 | producer_version: "2.5.1" |
| 126 | domain: "ai.cntk" |
| 127 | model_version: 1 |
| 128 | graph { |
| 129 | name: "CNTKGraph" |
| 130 | input { |
| 131 | name: "Input0" |
| 132 | type { |
| 133 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 134 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 135 | shape { |
| 136 | dim { |
| 137 | dim_value: 1 |
| 138 | } |
| 139 | dim { |
| 140 | dim_value: 1 |
| 141 | } |
| 142 | dim { |
| 143 | dim_value: 1 |
| 144 | } |
| 145 | dim { |
| 146 | dim_value: 4 |
| 147 | } |
| 148 | } |
| 149 | } |
| 150 | } |
| 151 | } |
| 152 | input { |
| 153 | name: "Input1" |
| 154 | type { |
| 155 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 156 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 157 | shape { |
| 158 | dim { |
| 159 | dim_value: 4 |
| 160 | } |
| 161 | } |
| 162 | } |
| 163 | } |
| 164 | } |
| 165 | node { |
| 166 | input: "Input0" |
| 167 | input: "Input1" |
| 168 | output: "Output" |
| 169 | name: "addition" |
| 170 | op_type: "Add" |
| 171 | doc_string: "" |
| 172 | domain: "" |
| 173 | } |
| 174 | output { |
| 175 | name: "Output" |
| 176 | type { |
| 177 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 178 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 179 | shape { |
| 180 | dim { |
| 181 | dim_value: 1 |
| 182 | } |
| 183 | dim { |
| 184 | dim_value: 1 |
| 185 | } |
| 186 | dim { |
| 187 | dim_value: 1 |
| 188 | } |
| 189 | dim { |
| 190 | dim_value: 4 |
| 191 | } |
| 192 | } |
| 193 | } |
| 194 | } |
| 195 | } |
| 196 | } |
| 197 | opset_import { |
| 198 | version: 7 |
| 199 | })"; |
| 200 | Setup(); |
| 201 | } |
| 202 | }; |
| 203 | |
| 204 | struct AddInvalidBroadcastFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 205 | { |
| 206 | AddInvalidBroadcastFixture() { |
| 207 | |
| 208 | m_Prototext = R"( |
| 209 | ir_version: 3 |
| 210 | producer_name: "CNTK" |
| 211 | producer_version: "2.5.1" |
| 212 | domain: "ai.cntk" |
| 213 | model_version: 1 |
| 214 | graph { |
| 215 | name: "CNTKGraph" |
| 216 | input { |
| 217 | name: "Input0" |
| 218 | type { |
| 219 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 220 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 221 | shape { |
| 222 | dim { |
| 223 | dim_value: 1 |
| 224 | } |
| 225 | dim { |
| 226 | dim_value: 1 |
| 227 | } |
| 228 | dim { |
| 229 | dim_value: 1 |
| 230 | } |
| 231 | dim { |
| 232 | dim_value: 3 |
| 233 | } |
| 234 | } |
| 235 | } |
| 236 | } |
| 237 | } |
| 238 | input { |
| 239 | name: "Input1" |
| 240 | type { |
| 241 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 242 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 243 | shape { |
| 244 | dim { |
| 245 | dim_value: 4 |
| 246 | } |
| 247 | } |
| 248 | } |
| 249 | } |
| 250 | } |
| 251 | node { |
| 252 | input: "Input0" |
| 253 | input: "Input1" |
| 254 | output: "Output" |
| 255 | name: "addition" |
| 256 | op_type: "Add" |
| 257 | doc_string: "" |
| 258 | domain: "" |
| 259 | } |
| 260 | output { |
| 261 | name: "Output" |
| 262 | type { |
| 263 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 264 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 265 | shape { |
| 266 | dim { |
| 267 | dim_value: 1 |
| 268 | } |
| 269 | dim { |
| 270 | dim_value: 1 |
| 271 | } |
| 272 | dim { |
| 273 | dim_value: 1 |
| 274 | } |
| 275 | dim { |
| 276 | dim_value: 4 |
| 277 | } |
| 278 | } |
| 279 | } |
| 280 | } |
| 281 | } |
| 282 | } |
| 283 | opset_import { |
| 284 | version: 7 |
| 285 | })"; |
| 286 | } |
| 287 | }; |
| 288 | |
| 289 | BOOST_FIXTURE_TEST_CASE(ValidAddTest, AddValidFixture) |
| 290 | { |
| 291 | RunTest<4>({{"Input0", {1.0f, 2.0f, -3.0f, -4.0f}}, |
| 292 | {"Input1", {1.0f, 2.0f, 3.0, 4.0f}}}, {{"Output", {2.0, 4.0, 0, 0.0}}}); |
| 293 | } |
| 294 | |
| 295 | BOOST_FIXTURE_TEST_CASE(IncorrectDataTypeAdd, AddInvalidFixture) |
| 296 | { |
| 297 | BOOST_CHECK_THROW(Setup(), armnn::ParseException); |
| 298 | } |
| 299 | |
| 300 | BOOST_FIXTURE_TEST_CASE(InvalidBroadcastAdd, AddInvalidBroadcastFixture) |
| 301 | { |
| 302 | BOOST_CHECK_THROW(Setup(), armnn::ParseException); |
| 303 | } |
| 304 | |
| 305 | BOOST_FIXTURE_TEST_CASE(ValidBroadcastAdd, AddValidBroadcastFixture) |
| 306 | { |
| 307 | RunTest<4>({{"Input0", {1.0f, 2.0f, -3.0f, -4.0f}}, |
| 308 | {"Input1", {1.0f, 2.0f, 3.0, 4.0f}}}, {{"Output", {2.0, 4.0, 0, 0.0}}}); |
| 309 | } |
| 310 | |
| 311 | BOOST_AUTO_TEST_SUITE_END() |