Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 6 | #include "armnnTfParser/ITfParser.hpp" |
| 7 | #include "ParserPrototxtFixture.hpp" |
| 8 | |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 9 | #include <armnn/utility/IgnoreUnused.hpp> |
| 10 | |
| 11 | #include <boost/test/unit_test.hpp> |
| 12 | |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 13 | BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| 14 | |
| 15 | struct SplitFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 16 | { |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 17 | SplitFixture(bool withDimZero=false) { |
| 18 | m_Prototext = R"( |
| 19 | node { |
| 20 | name: "graphInput" |
| 21 | op: "Placeholder" |
| 22 | attr { |
| 23 | key: "dtype" |
| 24 | value { |
| 25 | type: DT_FLOAT |
| 26 | } |
| 27 | } |
| 28 | attr { |
| 29 | key: "shape" |
| 30 | value { |
| 31 | shape { |
| 32 | } |
| 33 | } |
| 34 | } |
| 35 | } |
| 36 | node { |
| 37 | name: "graphInput2" |
| 38 | op: "Placeholder" |
| 39 | attr { |
| 40 | key: "dtype" |
| 41 | value { |
| 42 | type: DT_FLOAT |
| 43 | } |
| 44 | } |
| 45 | attr { |
| 46 | key: "shape" |
| 47 | value { |
| 48 | shape { |
| 49 | } |
| 50 | } |
| 51 | } |
| 52 | } |
| 53 | node { |
| 54 | name: "multiplication" |
| 55 | op : "Mul" |
| 56 | input: "graphInput" |
| 57 | input: "graphInput2" |
| 58 | attr { |
| 59 | key: "T" |
| 60 | value { |
| 61 | type: DT_FLOAT |
| 62 | } |
| 63 | } |
| 64 | } |
| 65 | node { |
| 66 | name: "SplitInput" |
| 67 | op: "Const" |
| 68 | attr { |
| 69 | key: "dtype" |
| 70 | value { |
| 71 | type: DT_INT32 |
| 72 | } |
| 73 | } |
| 74 | attr { |
| 75 | key: "value" |
| 76 | value { |
| 77 | tensor { |
| 78 | dtype: DT_INT32 |
| 79 | tensor_shape { |
| 80 | } |
| 81 | int_val: )"; |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 82 | |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 83 | if(withDimZero) |
| 84 | { |
| 85 | m_Prototext += std::to_string(3); |
| 86 | } |
| 87 | else |
| 88 | { |
| 89 | m_Prototext += std::to_string(1); |
| 90 | } |
| 91 | |
| 92 | m_Prototext += R"( |
| 93 | } |
| 94 | } |
| 95 | } |
| 96 | } |
| 97 | node { |
| 98 | name: "Split" |
| 99 | op: "Split" )"; |
| 100 | if(withDimZero) |
| 101 | { |
| 102 | m_Prototext += "input: \"SplitInput\"\n"; |
| 103 | m_Prototext += "input: \"multiplication\"\n"; |
| 104 | } |
| 105 | else |
| 106 | { |
| 107 | m_Prototext += "input: \"graphInput\"\n"; |
| 108 | m_Prototext += "input: \"SplitInput\"\n"; |
| 109 | } |
| 110 | m_Prototext += R"( |
| 111 | attr { |
Saoirse Stewart | 315258e | 2019-02-28 11:32:41 +0000 | [diff] [blame] | 112 | key: "num_split" |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 113 | value { |
| 114 | i: 2 |
| 115 | } |
| 116 | } |
| 117 | } |
| 118 | node { |
| 119 | name: "Relu_1" |
| 120 | op: "Relu" |
| 121 | input: "Split:0" |
| 122 | attr { |
| 123 | key: "T" |
| 124 | value { |
| 125 | type: DT_FLOAT |
| 126 | } |
| 127 | } |
| 128 | } |
| 129 | node { |
| 130 | name: "Relu_2" |
| 131 | op: "Relu" |
| 132 | input:"Split:1" |
| 133 | attr { |
| 134 | key: "T" |
| 135 | value { |
| 136 | type: DT_FLOAT |
| 137 | } |
| 138 | } |
| 139 | } )"; |
| 140 | |
| 141 | Setup( { { "graphInput", { 1, 2, 2 , 2} } , { "graphInput2", { 1, 2, 2 , 2} }}, |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 142 | { "Relu_1", "Relu_2" }); |
| 143 | } |
| 144 | }; |
| 145 | |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 146 | struct InputFirstSplitFixture : SplitFixture |
| 147 | { |
| 148 | InputFirstSplitFixture() : SplitFixture(true) {} |
| 149 | }; |
| 150 | |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 151 | BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwo, SplitFixture) |
| 152 | { |
| 153 | BOOST_TEST( |
| 154 | (m_Parser->GetNetworkOutputBindingInfo("Relu_1").second.GetShape() == armnn::TensorShape({ 1, 1, 2, 2 }))); |
| 155 | |
| 156 | BOOST_TEST( |
| 157 | (m_Parser->GetNetworkOutputBindingInfo("Relu_2").second.GetShape() == armnn::TensorShape({ 1, 1, 2, 2 }))); |
| 158 | |
| 159 | RunTest<4>({ { "graphInput", { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f, 1.75f } } }, |
| 160 | { { "Relu_1", { 0.0f, 0.0f, 1.25f, 0.0f } }, |
| 161 | { "Relu_2", { 0.0f, 0.5f, 0.0f, 1.75f } } }); |
| 162 | } |
| 163 | |
Saoirse Stewart | 91c0eff | 2019-02-27 11:07:57 +0000 | [diff] [blame] | 164 | BOOST_FIXTURE_TEST_CASE(ParseSplit, InputFirstSplitFixture) |
| 165 | { |
| 166 | |
| 167 | BOOST_TEST( |
| 168 | (m_Parser->GetNetworkOutputBindingInfo("Relu_1").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 169 | |
| 170 | BOOST_TEST( |
| 171 | (m_Parser->GetNetworkOutputBindingInfo("Relu_2").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 172 | |
| 173 | RunTest<4>({ { "graphInput", { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f , 1.75f } } , |
| 174 | { "graphInput2", { -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f , 1.75f } } }, |
| 175 | { { "Relu_1", { 1.0f, 1.5625f, 0, 0.5625f } }, |
| 176 | { "Relu_2", { 0.25, 9.0f, 0.25f, 3.0625f } } }); |
| 177 | } |
| 178 | |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 179 | struct SplitLastDimFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 180 | { |
| 181 | SplitLastDimFixture(bool withDimZero=false) { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 182 | armnn::IgnoreUnused(withDimZero); |
Narumol Prangnawarat | 15eb583 | 2019-05-20 15:31:05 +0100 | [diff] [blame] | 183 | m_Prototext = R"( |
| 184 | node { |
| 185 | name: "Placeholder" |
| 186 | op: "Placeholder" |
| 187 | attr { |
| 188 | key: "dtype" |
| 189 | value { |
| 190 | type: DT_FLOAT |
| 191 | } |
| 192 | } |
| 193 | attr { |
| 194 | key: "shape" |
| 195 | value { |
| 196 | shape { |
| 197 | dim { |
| 198 | size: 1 |
| 199 | } |
| 200 | dim { |
| 201 | size: 2 |
| 202 | } |
| 203 | dim { |
| 204 | size: 2 |
| 205 | } |
| 206 | dim { |
| 207 | size: 3 |
| 208 | } |
| 209 | } |
| 210 | } |
| 211 | } |
| 212 | } |
| 213 | node { |
| 214 | name: "Const" |
| 215 | op: "Const" |
| 216 | attr { |
| 217 | key: "dtype" |
| 218 | value { |
| 219 | type: DT_INT32 |
| 220 | } |
| 221 | } |
| 222 | attr { |
| 223 | key: "value" |
| 224 | value { |
| 225 | tensor { |
| 226 | dtype: DT_INT32 |
| 227 | tensor_shape { |
| 228 | } |
| 229 | int_val: 3 |
| 230 | } |
| 231 | } |
| 232 | } |
| 233 | } |
| 234 | node { |
| 235 | name: "split/split_dim" |
| 236 | op: "Const" |
| 237 | attr { |
| 238 | key: "dtype" |
| 239 | value { |
| 240 | type: DT_INT32 |
| 241 | } |
| 242 | } |
| 243 | attr { |
| 244 | key: "value" |
| 245 | value { |
| 246 | tensor { |
| 247 | dtype: DT_INT32 |
| 248 | tensor_shape { |
| 249 | } |
| 250 | int_val: 3 |
| 251 | } |
| 252 | } |
| 253 | } |
| 254 | } |
| 255 | node { |
| 256 | name: "split" |
| 257 | op: "Split" |
| 258 | input: "split/split_dim" |
| 259 | input: "Placeholder" |
| 260 | attr { |
| 261 | key: "T" |
| 262 | value { |
| 263 | type: DT_FLOAT |
| 264 | } |
| 265 | } |
| 266 | attr { |
| 267 | key: "num_split" |
| 268 | value { |
| 269 | i: 3 |
| 270 | } |
| 271 | } |
| 272 | } |
| 273 | node { |
| 274 | name: "sub0/y" |
| 275 | op: "Const" |
| 276 | attr { |
| 277 | key: "dtype" |
| 278 | value { |
| 279 | type: DT_FLOAT |
| 280 | } |
| 281 | } |
| 282 | attr { |
| 283 | key: "value" |
| 284 | value { |
| 285 | tensor { |
| 286 | dtype: DT_FLOAT |
| 287 | tensor_shape { |
| 288 | } |
| 289 | float_val: 3.0 |
| 290 | } |
| 291 | } |
| 292 | } |
| 293 | } |
| 294 | node { |
| 295 | name: "sub0" |
| 296 | op: "Sub" |
| 297 | input: "split" |
| 298 | input: "sub0/y" |
| 299 | attr { |
| 300 | key: "T" |
| 301 | value { |
| 302 | type: DT_FLOAT |
| 303 | } |
| 304 | } |
| 305 | } |
| 306 | node { |
| 307 | name: "sub1/y" |
| 308 | op: "Const" |
| 309 | attr { |
| 310 | key: "dtype" |
| 311 | value { |
| 312 | type: DT_FLOAT |
| 313 | } |
| 314 | } |
| 315 | attr { |
| 316 | key: "value" |
| 317 | value { |
| 318 | tensor { |
| 319 | dtype: DT_FLOAT |
| 320 | tensor_shape { |
| 321 | } |
| 322 | float_val: 2.0 |
| 323 | } |
| 324 | } |
| 325 | } |
| 326 | } |
| 327 | node { |
| 328 | name: "sub1" |
| 329 | op: "Sub" |
| 330 | input: "split:1" |
| 331 | input: "sub1/y" |
| 332 | attr { |
| 333 | key: "T" |
| 334 | value { |
| 335 | type: DT_FLOAT |
| 336 | } |
| 337 | } |
| 338 | } |
| 339 | node { |
| 340 | name: "sub2/y" |
| 341 | op: "Const" |
| 342 | attr { |
| 343 | key: "dtype" |
| 344 | value { |
| 345 | type: DT_FLOAT |
| 346 | } |
| 347 | } |
| 348 | attr { |
| 349 | key: "value" |
| 350 | value { |
| 351 | tensor { |
| 352 | dtype: DT_FLOAT |
| 353 | tensor_shape { |
| 354 | } |
| 355 | float_val: 1.0 |
| 356 | } |
| 357 | } |
| 358 | } |
| 359 | } |
| 360 | node { |
| 361 | name: "sub2" |
| 362 | op: "Sub" |
| 363 | input: "split:2" |
| 364 | input: "sub2/y" |
| 365 | attr { |
| 366 | key: "T" |
| 367 | value { |
| 368 | type: DT_FLOAT |
| 369 | } |
| 370 | } |
| 371 | } |
| 372 | versions { |
| 373 | producer: 27 |
| 374 | } )"; |
| 375 | |
| 376 | Setup( { { "Placeholder", { 1, 2, 2 , 3} } }, |
| 377 | { "sub0", "sub1", "sub2" }); |
| 378 | } |
| 379 | }; |
| 380 | |
| 381 | BOOST_FIXTURE_TEST_CASE(SplitLastDimTest, SplitLastDimFixture) |
| 382 | { |
| 383 | BOOST_TEST( |
| 384 | (m_Parser->GetNetworkOutputBindingInfo("sub0").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 385 | |
| 386 | BOOST_TEST( |
| 387 | (m_Parser->GetNetworkOutputBindingInfo("sub1").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 388 | |
| 389 | BOOST_TEST( |
| 390 | (m_Parser->GetNetworkOutputBindingInfo("sub2").second.GetShape() == armnn::TensorShape({ 1, 2, 2, 1 }))); |
| 391 | |
| 392 | RunTest<4>({ { "Placeholder", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f } } }, |
| 393 | { { "sub0", { -2.0f, 1.0f, 4.0f, 7.0f } }, |
| 394 | { "sub1", { 0.0f, 3.0f, 6.0f, 9.0f } }, |
| 395 | { "sub2", { 2.0f, 5.0f, 8.0f, 11.0f } } }); |
| 396 | } |
| 397 | |
Sadik Armagan | 2ad6cb4 | 2018-12-27 11:23:44 +0000 | [diff] [blame] | 398 | BOOST_AUTO_TEST_SUITE_END() |