microsoft/onnxruntime-extensions
Publicmirrored fromhttps://github.com/microsoft/onnxruntime-extensionsAvailable
.pipelines/ci.yml
875lines · modecode
| 1 | # Pipeline trigger settings |
| 2 | trigger: |
| 3 | branches: |
| 4 | include: |
| 5 | - main |
| 6 | - rel-* |
| 7 | paths: |
| 8 | exclude: |
| 9 | - docs/** |
| 10 | - README.md |
| 11 | - tutorials/** |
| 12 | pr: |
| 13 | branches: |
| 14 | include: |
| 15 | - main |
| 16 | - rel-* |
| 17 | paths: |
| 18 | exclude: |
| 19 | - docs/** |
| 20 | - README.md |
| 21 | - tutorials/** |
| 22 | |
| 23 | stages: |
| 24 | |
| 25 | - stage: LinuxBuilds |
| 26 | dependsOn: [] |
| 27 | variables: |
| 28 | torch.packages: 'torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1' |
| 29 | jobs: |
| 30 | |
| 31 | ####### |
| 32 | # Linux |
| 33 | ####### |
| 34 | - job: Linux |
| 35 | pool: |
| 36 | name: 'onnxruntime-extensions-Linux-CPU' |
| 37 | |
| 38 | strategy: |
| 39 | matrix: |
| 40 | py312-1192: |
| 41 | python.version: '3.12' |
| 42 | ort.version: '1.19.2' |
| 43 | py311-1181: |
| 44 | python.version: '3.11' |
| 45 | ort.version: '1.18.1' |
| 46 | |
| 47 | steps: |
| 48 | - template: templates/download-file.yml |
| 49 | parameters: |
| 50 | url: "https://github.com/microsoft/onnxruntime/releases/download/v$(ort.version)/onnxruntime-linux-x64-$(ort.version).tgz" |
| 51 | outputFilePath: "$(Build.SourcesDirectory)/onnxruntime-linux-x64-$(ort.version).tgz" |
| 52 | |
| 53 | - task: ExtractFiles@1 |
| 54 | inputs: |
| 55 | archiveFilePatterns: '**/*.tgz' |
| 56 | destinationFolder: '$(Build.SourcesDirectory)' |
| 57 | cleanDestinationFolder: false |
| 58 | overwriteExistingFiles: true |
| 59 | displayName: Unpack ONNXRuntime package. |
| 60 | |
| 61 | - script: | |
| 62 | CPU_NUMBER=8 sh ./build.sh -DOCOS_ENABLE_CTEST=ON -DOCOS_ONNXRUNTIME_VERSION="$(ort.version)" -DONNXRUNTIME_PKG_DIR=$(Build.SourcesDirectory)/onnxruntime-linux-x64-$(ort.version) |
| 63 | displayName: build the customop library with onnxruntime |
| 64 | |
| 65 | - script: | |
| 66 | cd out/Linux/RelWithDebInfo |
| 67 | ctest -C RelWithDebInfo --output-on-failure |
| 68 | displayName: Run C++ native tests |
| 69 | |
| 70 | - task: UsePythonVersion@0 |
| 71 | inputs: |
| 72 | versionSpec: '$(python.version)' |
| 73 | addToPath: true |
| 74 | |
| 75 | - script: | |
| 76 | python -m pip install --upgrade pip |
| 77 | python -m pip install --upgrade setuptools |
| 78 | python -m pip install onnxruntime==$(ort.version) |
| 79 | displayName: Install requirements |
| 80 | |
| 81 | - script: | |
| 82 | CPU_NUMBER=8 python -m pip install . |
| 83 | displayName: Build the library and tests |
| 84 | |
| 85 | - script: python -m pip install $(torch.packages) |
| 86 | displayName: Install pytorch |
| 87 | |
| 88 | - script: | |
| 89 | python -m pip install -r requirements-dev.txt |
| 90 | displayName: Install requirements-dev.txt |
| 91 | |
| 92 | - script: | |
| 93 | cd test && python -m pytest . --verbose |
| 94 | displayName: Run python test |
| 95 | condition: and(succeeded(), eq(variables['python.version'], '3.11')) |
| 96 | |
| 97 | ############### |
| 98 | # Linux PyDebug |
| 99 | ############### |
| 100 | - job: LinuxPyDbg |
| 101 | pool: |
| 102 | name: 'onnxruntime-extensions-Linux-CPU' |
| 103 | |
| 104 | steps: |
| 105 | - task: UsePythonVersion@0 |
| 106 | inputs: |
| 107 | versionSpec: '3.12' |
| 108 | addToPath: true |
| 109 | architecture: 'x64' |
| 110 | |
| 111 | - script: | |
| 112 | python -m pip install --upgrade setuptools pip |
| 113 | python -m pip install 'numpy < 2.0.0' |
| 114 | export OCOS_NO_OPENCV=1 |
| 115 | export OCOS_SCB_DEBUG=1 |
| 116 | CPU_NUMBER=8 python -m pip install -e . |
| 117 | displayName: Build the python library in editable mode |
| 118 | |
| 119 | - script: | |
| 120 | python -m pip install $(torch.packages) --index-url https://download.pytorch.org/whl/cpu |
| 121 | python -m pip install -r requirements-dev.txt |
| 122 | displayName: Install requirements-dev.txt |
| 123 | |
| 124 | - script: | |
| 125 | cd test |
| 126 | python -m pytest --ignore=test_cv2.py --ignore=test_tools_add_pre_post_processing_to_model.py . --verbose |
| 127 | displayName: Run python test |
| 128 | |
| 129 | ##################################### |
| 130 | # Linux prevent exception propagation |
| 131 | ##################################### |
| 132 | - job: Linux_Prevent_Exception_Propagation |
| 133 | pool: |
| 134 | name: 'onnxruntime-extensions-Linux-CPU' |
| 135 | |
| 136 | steps: |
| 137 | # Simulate an embedded build as part of ORT with exceptions disabled by manually setting CMAKE_CXX_FLAGS and |
| 138 | # using _OCOS_PREVENT_EXCEPTION_PROPAGATION_OVERRIDE. The build should re-enable exceptions within ort-ext |
| 139 | # but prevent them from propagating. Unit tests are run to validate this. |
| 140 | - script: ' |
| 141 | ./build_lib.sh --enable_cxx_tests --onnxruntime_version 1.14.0 --config RelWithDebInfo |
| 142 | --cmake_extra_defines |
| 143 | _OCOS_PREVENT_EXCEPTION_PROPAGATION_OVERRIDE=ON OCOS_ENABLE_CPP_EXCEPTIONS=OFF |
| 144 | CMAKE_CXX_FLAGS="-fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables" |
| 145 | ' |
| 146 | |
| 147 | displayName: Build ort-ext with exception propagation disabled |
| 148 | |
| 149 | # As an extra validation check CMakeCache.txt as well |
| 150 | - script: | |
| 151 | grep "^_OCOS_PREVENT_EXCEPTION_PROPAGATION.*ON$" build/Linux/RelWithDebInfo/CMakeCache.txt |
| 152 | if [ $? -ne 0 ]; then |
| 153 | echo "Exception propogation was not enabled correctly." |
| 154 | exit 1 |
| 155 | fi |
| 156 | |
| 157 | |
| 158 | ############################## |
| 159 | # Linux for selected_ops build |
| 160 | ############################## |
| 161 | - job: Linux_SelectedOpsBuild |
| 162 | pool: |
| 163 | name: 'onnxruntime-extensions-Linux-CPU' |
| 164 | |
| 165 | steps: |
| 166 | # compiled as only one operator selected. |
| 167 | - bash: | |
| 168 | set -e -x -u |
| 169 | echo 'set (OCOS_ENABLE_BERT_TOKENIZER ON CACHE BOOL "" FORCE)' > cmake/_selectedoplist.cmake |
| 170 | ./build.sh -DOCOS_ENABLE_CPP_EXCEPTIONS=OFF -DOCOS_ENABLE_SELECTED_OPLIST=ON -DOCOS_ENABLE_CTEST=OFF |
| 171 | displayName: Build ort-extensions with only one operator was selected |
| 172 | |
| 173 | ############################## |
| 174 | # Linux for pre-processing API |
| 175 | ############################## |
| 176 | - job: Linux_PPApiBuild |
| 177 | pool: |
| 178 | name: 'onnxruntime-extensions-Linux-CPU' |
| 179 | |
| 180 | steps: |
| 181 | # compiled as only one operator selected. |
| 182 | - bash: | |
| 183 | set -e -x -u |
| 184 | ./build.sh -DOCOS_ENABLE_C_API=ON |
| 185 | cd out/Linux/RelWithDebInfo |
| 186 | ctest -C RelWithDebInfo --output-on-failure |
| 187 | displayName: Build ort-extensions with API enabled and run tests |
| 188 | |
| 189 | - bash: | |
| 190 | set -e -x -u |
| 191 | ./build.sh -DOCOS_BUILD_PRESET=token_api_only -DOCOS_BUILD_SHARED_LIB=OFF |
| 192 | cd out/Linux/RelWithDebInfo |
| 193 | ctest -C RelWithDebInfo --output-on-failure |
| 194 | displayName: Build ort-extensions with tokenizer API only enabled and run tests |
| 195 | |
| 196 | |
| 197 | - stage: MacOSBuilds |
| 198 | dependsOn: [] |
| 199 | variables: |
| 200 | torch.packages: 'torch==2.2.2 torchvision==0.17.2 torchaudio==2.2.2' |
| 201 | jobs: |
| 202 | |
| 203 | ########### |
| 204 | # macOS C++ |
| 205 | ########### |
| 206 | - job: MacOSX |
| 207 | pool: |
| 208 | vmImage: 'macOS-14' |
| 209 | |
| 210 | strategy: |
| 211 | matrix: |
| 212 | ort-1181: |
| 213 | ort.version: '1.18.1' |
| 214 | ort.dirname: 'onnxruntime-osx-x86_64-$(ort.version)' |
| 215 | ort-1171: |
| 216 | ort.version: '1.17.1' |
| 217 | ort.dirname: 'onnxruntime-osx-x86_64-$(ort.version)' |
| 218 | ort-1163: |
| 219 | ort.version: '1.16.3' |
| 220 | ort.dirname: 'onnxruntime-osx-x86_64-$(ort.version)' |
| 221 | ort-1151: |
| 222 | ort.version: '1.15.1' |
| 223 | ort.dirname: 'onnxruntime-osx-x86_64-$(ort.version)' |
| 224 | |
| 225 | steps: |
| 226 | - template: templates/use-xcode-version.yml |
| 227 | |
| 228 | # needed for onnxruntime |
| 229 | - script: brew install libomp |
| 230 | displayName: 'Install omp' |
| 231 | |
| 232 | - template: templates/download-file.yml |
| 233 | parameters: |
| 234 | url: "https://github.com/microsoft/onnxruntime/releases/download/v$(ort.version)/onnxruntime-osx-x86_64-$(ort.version).tgz" |
| 235 | outputFilePath: "$(Build.SourcesDirectory)/onnxruntime-osx-x86_64-$(ort.version).tgz" |
| 236 | |
| 237 | - task: ExtractFiles@1 |
| 238 | inputs: |
| 239 | archiveFilePatterns: '**/*.tgz' |
| 240 | destinationFolder: '$(Build.SourcesDirectory)' |
| 241 | cleanDestinationFolder: false |
| 242 | overwriteExistingFiles: true |
| 243 | displayName: Unpack ONNXRuntime package. |
| 244 | |
| 245 | - script: | |
| 246 | sh ./build.sh -DOCOS_ENABLE_CTEST=ON -DONNXRUNTIME_PKG_DIR=$(Build.SourcesDirectory)/$(ort.dirname) |
| 247 | displayName: build the customop library with onnxruntime |
| 248 | |
| 249 | - script: | |
| 250 | cd out/Darwin/RelWithDebInfo |
| 251 | ctest -C RelWithDebInfo --output-on-failure |
| 252 | displayName: Run C++ native tests |
| 253 | |
| 254 | ############################## |
| 255 | # MacOS for pre-processing API |
| 256 | ############################## |
| 257 | - job: MacOS_PPApiBuild |
| 258 | pool: |
| 259 | vmImage: 'macOS-14' |
| 260 | |
| 261 | steps: |
| 262 | # compiled as only one operator selected. |
| 263 | - bash: | |
| 264 | set -e -x -u |
| 265 | ./build.sh -DOCOS_ENABLE_C_API=ON |
| 266 | cd out/Darwin/RelWithDebInfo |
| 267 | ctest -C RelWithDebInfo --output-on-failure |
| 268 | displayName: Build ort-extensions with API enabled and run tests |
| 269 | |
| 270 | ############# |
| 271 | # macOS Python |
| 272 | ############# |
| 273 | - job: MacOSPython |
| 274 | pool: |
| 275 | vmImage: 'macOS-14' |
| 276 | |
| 277 | strategy: |
| 278 | matrix: |
| 279 | py312-1192: |
| 280 | python.version: '3.12' |
| 281 | ort.version: '1.19.2' |
| 282 | py311-1181: |
| 283 | python.version: '3.11' |
| 284 | ort.version: '1.18.1' |
| 285 | |
| 286 | steps: |
| 287 | - template: templates/use-xcode-version.yml |
| 288 | |
| 289 | - task: UsePythonVersion@0 |
| 290 | inputs: |
| 291 | versionSpec: '$(python.version)' |
| 292 | disableDownloadFromRegistry: true |
| 293 | addToPath: true |
| 294 | |
| 295 | - script: | |
| 296 | python -m pip install --upgrade pip |
| 297 | python -m pip install --upgrade setuptools |
| 298 | python -m pip install --upgrade wheel |
| 299 | python -m pip install 'numpy < 2.0.0' |
| 300 | python -m pip install onnxruntime==$(ort.version) |
| 301 | displayName: Install requirements |
| 302 | |
| 303 | - script: | |
| 304 | python -c "import onnxruntime;print(onnxruntime.__version__)" |
| 305 | displayName: Check installation |
| 306 | |
| 307 | - script: | |
| 308 | python -m pip install -e . |
| 309 | displayName: Build and install the wheel |
| 310 | |
| 311 | - script: python -m pip install -r requirements-dev.txt |
| 312 | displayName: Install requirements-dev.txt |
| 313 | |
| 314 | - script: python -m pip install $(torch.packages) |
| 315 | displayName: Install pytorch |
| 316 | |
| 317 | - script: cd test && python -m pytest . --verbose |
| 318 | displayName: Run python test |
| 319 | condition: and(succeeded(), eq(variables['python.version'], '3.11')) |
| 320 | |
| 321 | - stage: WindowsBuilds |
| 322 | dependsOn: [] |
| 323 | variables: |
| 324 | torch.packages: 'torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1' |
| 325 | jobs: |
| 326 | |
| 327 | ######### |
| 328 | # Windows C++ |
| 329 | ######### |
| 330 | - job: WindowsC |
| 331 | pool: |
| 332 | name: 'onnxruntime-extensions-Windows-CPU' |
| 333 | |
| 334 | strategy: |
| 335 | matrix: |
| 336 | ort-1181: |
| 337 | ort.version: '1.18.1' |
| 338 | ort-1171: |
| 339 | ort.version: '1.17.1' |
| 340 | ort-1163: |
| 341 | ort.version: '1.16.3' |
| 342 | ort-1151: |
| 343 | ort.version: '1.15.1' |
| 344 | |
| 345 | steps: |
| 346 | - task: UsePythonVersion@0 |
| 347 | inputs: |
| 348 | versionSpec: '3.12' |
| 349 | disableDownloadFromRegistry: true |
| 350 | addToPath: true |
| 351 | architecture: 'x64' |
| 352 | displayName: Use ADO python task |
| 353 | |
| 354 | - template: templates/download-file.yml |
| 355 | parameters: |
| 356 | url: "https://github.com/microsoft/onnxruntime/releases/download/v$(ort.version)/onnxruntime-win-x64-$(ort.version).zip" |
| 357 | outputFilePath: "$(Build.SourcesDirectory)/onnxruntime-win-x64-$(ort.version).zip" |
| 358 | |
| 359 | - task: ExtractFiles@1 |
| 360 | inputs: |
| 361 | archiveFilePatterns: '**/*.zip' |
| 362 | destinationFolder: '$(Build.SourcesDirectory)' |
| 363 | cleanDestinationFolder: false |
| 364 | overwriteExistingFiles: true |
| 365 | displayName: Unpack ONNXRuntime package. |
| 366 | |
| 367 | - script: | |
| 368 | @echo off |
| 369 | set vswherepath="%ProgramFiles(x86)%\Microsoft Visual Studio\Installer\vswhere.exe" |
| 370 | for /f "usebackq delims=" %%i in (`%vswherepath% -latest -property installationPath`) do ( |
| 371 | if exist "%%i\Common7\Tools\vsdevcmd.bat" ( |
| 372 | set vsdevcmd="%%i\Common7\Tools\vsdevcmd.bat" |
| 373 | ) |
| 374 | ) |
| 375 | |
| 376 | @echo %vsdevcmd% will be used as the VC compiler |
| 377 | @echo ##vso[task.setvariable variable=vsdevcmd]%vsdevcmd% |
| 378 | displayName: 'locate vsdevcmd via vswhere' |
| 379 | |
| 380 | - script: | |
| 381 | call $(vsdevcmd) |
| 382 | call .\build.bat -DOCOS_ENABLE_CTEST=ON -DOCOS_ONNXRUNTIME_VERSION="$(ort.version)" -DONNXRUNTIME_PKG_DIR=.\onnxruntime-win-x64-$(ort.version) -DOCOS_ENABLE_C_API=ON |
| 383 | displayName: build the customop library with onnxruntime |
| 384 | |
| 385 | - script: | |
| 386 | cd out/Windows |
| 387 | ctest -C RelWithDebInfo --output-on-failure |
| 388 | displayName: Run C++ native tests |
| 389 | |
| 390 | - job: WindowsStaticVC |
| 391 | pool: |
| 392 | name: 'onnxruntime-extensions-Windows-CPU' |
| 393 | |
| 394 | steps: |
| 395 | - script: | |
| 396 | call .\build.bat -DOCOS_ENABLE_CTEST=ON -DCMAKE_MSVC_RUNTIME_LIBRARY=MultiThreaded |
| 397 | cd out/Windows |
| 398 | ctest -C RelWithDebInfo --output-on-failure |
| 399 | displayName: build and test ort-extensions with VC static runtime. |
| 400 | |
| 401 | - job: Windows_PPApiBuild |
| 402 | pool: |
| 403 | name: 'onnxruntime-extensions-Windows-CPU' |
| 404 | |
| 405 | steps: |
| 406 | - script: | |
| 407 | call .\build.bat -DOCOS_ENABLE_C_API=ON |
| 408 | cd out\Windows |
| 409 | ctest -C RelWithDebInfo --output-on-failure |
| 410 | displayName: Build ort-extensions with API enabled and run tests |
| 411 | |
| 412 | ################ |
| 413 | # Windows Python |
| 414 | ################ |
| 415 | - job: WindowsPython |
| 416 | pool: |
| 417 | name: 'onnxruntime-extensions-Windows-CPU' |
| 418 | |
| 419 | strategy: |
| 420 | matrix: |
| 421 | py312-1192: |
| 422 | python.version: '3.12' |
| 423 | ort.version: '1.19.2' |
| 424 | py311-1181: |
| 425 | python.version: '3.11' |
| 426 | ort.version: '1.18.1' |
| 427 | |
| 428 | steps: |
| 429 | - task: UsePythonVersion@0 |
| 430 | inputs: |
| 431 | versionSpec: $(python.version) |
| 432 | disableDownloadFromRegistry: true |
| 433 | addToPath: true |
| 434 | architecture: 'x64' |
| 435 | displayName: Use ADO python task |
| 436 | |
| 437 | - script: | |
| 438 | python -m pip install --upgrade pip |
| 439 | python -m pip install onnxruntime==$(ort.version) |
| 440 | python -m pip install -r requirements-dev.txt |
| 441 | displayName: Install requirements{-dev}.txt and cmake python modules |
| 442 | |
| 443 | - script: | |
| 444 | set CMAKE_ARGS=-DOCOS_ONNXRUNTIME_VERSION=$(ort.version) |
| 445 | python -m pip install -v . |
| 446 | displayName: Build the wheel |
| 447 | |
| 448 | - script: | |
| 449 | python -m pip install $(torch.packages) |
| 450 | displayName: Install pytorch |
| 451 | |
| 452 | - script: | |
| 453 | cd test && python -m pytest . |
| 454 | displayName: Run python test |
| 455 | condition: and(succeeded(), eq(variables['python.version'], '3.11')) |
| 456 | |
| 457 | ################# |
| 458 | # Windows PyDebug |
| 459 | ################# |
| 460 | - job: WinPyDbgBuild |
| 461 | pool: |
| 462 | name: 'onnxruntime-extensions-Windows-CPU' |
| 463 | |
| 464 | steps: |
| 465 | - task: UsePythonVersion@0 |
| 466 | inputs: |
| 467 | versionSpec: '3.12' |
| 468 | disableDownloadFromRegistry: true |
| 469 | addToPath: true |
| 470 | architecture: 'x64' |
| 471 | displayName: Use ADO python task |
| 472 | |
| 473 | - script: | |
| 474 | python -m pip install --upgrade setuptools pip |
| 475 | python -m pip install "numpy < 2.0.0" |
| 476 | python -m pip install -v -e . |
| 477 | displayName: Build onnxruntime-extensions in editable mode. |
| 478 | env: |
| 479 | OCOS_NO_OPENCV: 1 |
| 480 | OCOS_SCB_DEBUG: 1 |
| 481 | |
| 482 | - script: | |
| 483 | python -m pip install -r requirements-dev.txt |
| 484 | python -m pip install torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1 |
| 485 | displayName: Install dependencies for pytest |
| 486 | |
| 487 | - script: | |
| 488 | cd test |
| 489 | python -m pytest --ignore=test_cv2.py --ignore=test_tools_add_pre_post_processing_to_model.py . --verbose |
| 490 | displayName: Run python test |
| 491 | |
| 492 | - stage: WindowsCUDABuilds |
| 493 | dependsOn: [] |
| 494 | jobs: |
| 495 | - job: WindowsCUDABoth |
| 496 | pool: |
| 497 | name: 'onnxruntime-extensions-Win2022-GPU-A10' |
| 498 | variables: |
| 499 | ORT_VERSION: '1.17.1' |
| 500 | timeoutInMinutes: 120 |
| 501 | steps: |
| 502 | - task: UsePythonVersion@0 |
| 503 | inputs: |
| 504 | versionSpec: '3.12' |
| 505 | disableDownloadFromRegistry: true |
| 506 | addToPath: true |
| 507 | architecture: 'x64' |
| 508 | displayName: Use ADO python task |
| 509 | |
| 510 | - template: templates/set_winenv.yml |
| 511 | parameters: |
| 512 | EnvSetupScript: 'set_env_cuda.bat' |
| 513 | DownloadCUDA: true |
| 514 | |
| 515 | - script: | |
| 516 | nvidia-smi |
| 517 | nvcc --version |
| 518 | where nvcc |
| 519 | displayName: check cuda version |
| 520 | |
| 521 | - template: templates/download-file.yml |
| 522 | parameters: |
| 523 | url: "https://github.com/microsoft/onnxruntime/releases/download/v$(ORT_VERSION)/onnxruntime-win-x64-gpu-$(ORT_VERSION).zip" |
| 524 | outputFilePath: "$(Build.SourcesDirectory)/onnxruntime-win-x64-gpu-$(ORT_VERSION).zip" |
| 525 | |
| 526 | - task: ExtractFiles@1 |
| 527 | inputs: |
| 528 | archiveFilePatterns: '**/*.zip' |
| 529 | destinationFolder: '$(Build.SourcesDirectory)' |
| 530 | cleanDestinationFolder: false |
| 531 | overwriteExistingFiles: true |
| 532 | displayName: Unpack ONNXRuntime package. |
| 533 | |
| 534 | - script: | |
| 535 | set CUDA_PATH=$(Agent.TempDirectory)\v11.8 |
| 536 | call .\build.bat -T cuda="%CUDA_PATH%" -DOCOS_ENABLE_CTEST=ON^ |
| 537 | -DCMAKE_CUDA_FLAGS_INIT=-allow-unsupported-compiler^ |
| 538 | -DOCOS_USE_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=70;86^ |
| 539 | -DOCOS_ONNXRUNTIME_VERSION="$(ORT_VERSION)" -DONNXRUNTIME_PKG_DIR=.\onnxruntime-win-x64-gpu-$(ORT_VERSION) -DOCOS_ENABLE_C_API=ON |
| 540 | displayName: build the customop library with onnxruntime |
| 541 | |
| 542 | - script: | |
| 543 | cd out/Windows |
| 544 | ctest -C RelWithDebInfo --output-on-failure |
| 545 | displayName: Run C++ native tests |
| 546 | |
| 547 | - script: | |
| 548 | set CUDA_PATH=$(Agent.TempDirectory)\v11.8 |
| 549 | python -m pip install --upgrade setuptools pip |
| 550 | python -m pip install "numpy < 2.0.0" coloredlogs flatbuffers packaging protobuf sympy |
| 551 | python -m pip install onnxruntime-gpu==$(ORT_VERSION) |
| 552 | python -m pip install -v --config-settings "ortx-user-option=use-cuda,cuda_archs=70;86" . |
| 553 | displayName: Build and install onnxruntime-extensions CUDA package. |
| 554 | |
| 555 | - script: | |
| 556 | python -m pip install -r requirements-dev.txt |
| 557 | python -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118 |
| 558 | displayName: Install dependencies for Python unit tests |
| 559 | |
| 560 | - script: | |
| 561 | cd test |
| 562 | python -m pytest . --verbose |
| 563 | cd cuda |
| 564 | python -m pytest . --verbose |
| 565 | displayName: Run python test for CPU and CUDA kernels |
| 566 | |
| 567 | - stage: LinuxCUDABuilds |
| 568 | dependsOn: [] |
| 569 | jobs: |
| 570 | - job: LinuxGPU |
| 571 | pool: |
| 572 | name: 'onnxruntime-extensions-Linux-GPU-A10' |
| 573 | timeoutInMinutes: 120 |
| 574 | variables: |
| 575 | ORT_VERSION: '1.17.1' |
| 576 | TORCH_VERSION: 'torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1' |
| 577 | steps: |
| 578 | - task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3 |
| 579 | displayName: 'Clean Agent Directories' |
| 580 | condition: always() |
| 581 | |
| 582 | - script: | |
| 583 | nvidia-smi |
| 584 | displayName: check cuda version |
| 585 | |
| 586 | - checkout: self |
| 587 | clean: true |
| 588 | submodules: none |
| 589 | |
| 590 | - task: UsePythonVersion@0 |
| 591 | inputs: |
| 592 | versionSpec: '3.12' |
| 593 | addToPath: true |
| 594 | |
| 595 | - template: templates/download-file.yml |
| 596 | parameters: |
| 597 | url: "https://github.com/microsoft/onnxruntime/releases/download/v$(ORT_VERSION)/onnxruntime-linux-x64-gpu-$(ORT_VERSION).tgz" |
| 598 | outputFilePath: "$(Build.SourcesDirectory)/onnxruntime-linux-x64-gpu-$(ORT_VERSION).tgz" |
| 599 | |
| 600 | - task: ExtractFiles@1 |
| 601 | inputs: |
| 602 | archiveFilePatterns: '**/*.tgz' |
| 603 | destinationFolder: '$(Build.SourcesDirectory)' |
| 604 | cleanDestinationFolder: false |
| 605 | overwriteExistingFiles: true |
| 606 | displayName: Unpack ONNXRuntime package. |
| 607 | |
| 608 | - template: ../tools/ci_build/github/azure-pipeline/templates/get-docker-image-steps.yml |
| 609 | parameters: |
| 610 | Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda11_8_tensorrt8_6 |
| 611 | Context: tools/ci_build/github/linux/docker |
| 612 | DockerBuildArgs: "--build-arg BUILD_UID=$( id -u )" |
| 613 | Repository: onnxruntime-extensionscuda11build |
| 614 | UpdateDepsTxt: false |
| 615 | |
| 616 | - task: CmdLine@2 |
| 617 | inputs: |
| 618 | script: | |
| 619 | docker run --gpus all --rm \ |
| 620 | --volume $(Build.SourcesDirectory):/onnxruntime-extensions \ |
| 621 | --volume $(Build.SourcesDirectory)/onnxruntime-linux-x64-gpu-$(ORT_VERSION):/onnxruntime \ |
| 622 | -e CUDA_PATH=/usr/local/cuda-11.8 \ |
| 623 | onnxruntime-extensionscuda11build \ |
| 624 | /bin/bash -c " |
| 625 | set -ex; \ |
| 626 | pushd /onnxruntime-extensions; \ |
| 627 | sh ./build.sh -DOCOS_ENABLE_CTEST=ON -DOCOS_USE_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=86 -DOCOS_ONNXRUNTIME_VERSION="$(ORT_VERSION)" -DONNXRUNTIME_PKG_DIR=/onnxruntime; \ |
| 628 | popd; \ |
| 629 | " |
| 630 | workingDirectory: $(Build.SourcesDirectory) |
| 631 | displayName: build the customop library with onnxruntime |
| 632 | |
| 633 | - task: CmdLine@2 |
| 634 | inputs: |
| 635 | script: | |
| 636 | docker run --gpus all --rm \ |
| 637 | --volume $(Build.SourcesDirectory):/onnxruntime-extensions \ |
| 638 | --volume $(Build.SourcesDirectory)/onnxruntime-linux-x64-gpu-$(ORT_VERSION):/onnxruntime \ |
| 639 | -e CUDA_PATH=/usr/local/cuda-11.8 \ |
| 640 | onnxruntime-extensionscuda11build \ |
| 641 | /bin/bash -c " |
| 642 | set -ex; \ |
| 643 | pushd /onnxruntime-extensions; \ |
| 644 | cd out/Linux/RelWithDebInfo; \ |
| 645 | ctest -C RelWithDebInfo --output-on-failure; \ |
| 646 | popd; \ |
| 647 | " |
| 648 | workingDirectory: $(Build.SourcesDirectory) |
| 649 | displayName: Run C++ native tests |
| 650 | |
| 651 | - task: CmdLine@2 |
| 652 | inputs: |
| 653 | script: | |
| 654 | docker run --gpus all --rm \ |
| 655 | --volume $(Build.SourcesDirectory):/onnxruntime-extensions \ |
| 656 | --volume $(Build.SourcesDirectory)/onnxruntime-linux-x64-gpu-$(ORT_VERSION):/onnxruntime \ |
| 657 | -e CUDA_PATH=/usr/local/cuda-11.8 \ |
| 658 | onnxruntime-extensionscuda11build \ |
| 659 | /bin/bash -c " |
| 660 | set -ex; \ |
| 661 | pushd /onnxruntime-extensions; \ |
| 662 | python3 -m pip install --upgrade pip; \ |
| 663 | python3 -m pip install --upgrade setuptools; \ |
| 664 | python3 -m pip install onnxruntime-gpu==$(ORT_VERSION); \ |
| 665 | python3 -m pip install -v --config-settings 'ortx-user-option=use-cuda,cuda_archs=70;86' . ; \ |
| 666 | python3 -m pip install $(TORCH_VERSION) ; \ |
| 667 | python3 -m pip install -r requirements-dev.txt; \ |
| 668 | cd test && python -m pytest . --verbose; \ |
| 669 | cd cuda && python -m pytest . --verbose; \ |
| 670 | popd; \ |
| 671 | " |
| 672 | workingDirectory: $(Build.SourcesDirectory) |
| 673 | displayName: Build the library and Python unit tests |
| 674 | |
| 675 | - stage: WebAssemblyBuilds |
| 676 | dependsOn: [] |
| 677 | jobs: |
| 678 | |
| 679 | ############# |
| 680 | # WebAssembly |
| 681 | ############# |
| 682 | - job: WebAssembly |
| 683 | pool: |
| 684 | vmImage: 'ubuntu-latest' |
| 685 | |
| 686 | steps: |
| 687 | - script: | |
| 688 | cd $(Build.BinariesDirectory) |
| 689 | git clone https://github.com/emscripten-core/emsdk --depth 1 --branch 4.0.3 |
| 690 | emsdk/emsdk install latest |
| 691 | emsdk/emsdk activate latest |
| 692 | displayName: Setup emscripten pipeline |
| 693 | |
| 694 | - script: | |
| 695 | bash ./build.sh \ |
| 696 | -DCMAKE_TOOLCHAIN_FILE=$(Build.BinariesDirectory)/emsdk/upstream/emscripten/cmake/Modules/Platform/Emscripten.cmake \ |
| 697 | -DOCOS_ENABLE_STATIC_LIB=OFF \ |
| 698 | -DOCOS_ENABLE_SPM_TOKENIZER=ON \ |
| 699 | -DOCOS_BUILD_PYTHON=OFF \ |
| 700 | -DOCOS_ENABLE_VISION=OFF \ |
| 701 | -DOCOS_ENABLE_CTEST=OFF \ |
| 702 | -DOCOS_ENABLE_C_API=ON |
| 703 | displayName: build ort-extensions as an executable |
| 704 | |
| 705 | - script: | |
| 706 | bash ./build.sh \ |
| 707 | -DCMAKE_TOOLCHAIN_FILE=$(Build.BinariesDirectory)/emsdk/upstream/emscripten/cmake/Modules/Platform/Emscripten.cmake \ |
| 708 | -DOCOS_ENABLE_STATIC_LIB=ON \ |
| 709 | -DOCOS_ENABLE_SPM_TOKENIZER=ON \ |
| 710 | -DOCOS_BUILD_PYTHON=OFF \ |
| 711 | -DOCOS_ENABLE_VISION=OFF \ |
| 712 | -DOCOS_ENABLE_CTEST=OFF \ |
| 713 | -DOCOS_ENABLE_C_API=ON |
| 714 | displayName: build ort-extensions as a static library |
| 715 | |
| 716 | - stage: AndroidBuilds |
| 717 | dependsOn: [] |
| 718 | jobs: |
| 719 | |
| 720 | ############# |
| 721 | # Android |
| 722 | ############# |
| 723 | - job: AndroidPackage_BuildOnly |
| 724 | pool: |
| 725 | vmImage: 'macOS-14' |
| 726 | timeoutInMinutes: 120 |
| 727 | steps: |
| 728 | - task: UsePythonVersion@0 |
| 729 | inputs: |
| 730 | versionSpec: "3.12" |
| 731 | addToPath: true |
| 732 | architecture: "x64" |
| 733 | displayName: "Use Python 3.12" |
| 734 | |
| 735 | - task: JavaToolInstaller@0 |
| 736 | displayName: Use jdk 17 |
| 737 | inputs: |
| 738 | versionSpec: '17' |
| 739 | jdkArchitectureOption: 'x64' |
| 740 | jdkSourceOption: 'PreInstalled' |
| 741 | |
| 742 | - script: brew install coreutils ninja |
| 743 | displayName: Install coreutils and ninja |
| 744 | |
| 745 | - bash: | |
| 746 | set -e -x |
| 747 | |
| 748 | _BUILD_CFG="x86_64 $(Build.BinariesDirectory)/android_aar" ./build.android |
| 749 | |
| 750 | VERSION=$(cat ./version.txt) |
| 751 | AAR_PATH="$(Build.BinariesDirectory)/android_aar/aar_out/com/microsoft/onnxruntime/onnxruntime-extensions-android/${VERSION}/onnxruntime-extensions-android-${VERSION}.aar" |
| 752 | |
| 753 | # Do not output ##vso[] commands with `set -x` or they may be parsed again and include a trailing quote. |
| 754 | set +x |
| 755 | echo "##vso[task.setvariable variable=ORT_EXTENSIONS_AAR_PATH]${AAR_PATH}" |
| 756 | displayName: Build onnxruntime-extensions AAR package |
| 757 | |
| 758 | - job: AndroidCpp_BuildOnly |
| 759 | pool: |
| 760 | vmImage: 'macOS-14' |
| 761 | timeoutInMinutes: 45 |
| 762 | steps: |
| 763 | - task: UsePythonVersion@0 |
| 764 | inputs: |
| 765 | versionSpec: "3.12" |
| 766 | addToPath: true |
| 767 | architecture: "x64" |
| 768 | displayName: "Use Python 3.12" |
| 769 | |
| 770 | - task: JavaToolInstaller@0 |
| 771 | displayName: Use jdk 17 |
| 772 | inputs: |
| 773 | versionSpec: '17' |
| 774 | jdkArchitectureOption: 'x64' |
| 775 | jdkSourceOption: 'PreInstalled' |
| 776 | |
| 777 | - script: brew install ninja |
| 778 | displayName: Install ninja |
| 779 | |
| 780 | - bash: | |
| 781 | python -m pip install cmake==3.31.6 |
| 782 | python ./tools/build.py \ |
| 783 | --config RelWithDebInfo \ |
| 784 | --android \ |
| 785 | --android_abi x86_64 \ |
| 786 | --enable_cxx_tests \ |
| 787 | --update --build --parallel |
| 788 | displayName: Build onnxruntime-extensions for Android |
| 789 | |
| 790 | - stage: IosBuilds |
| 791 | dependsOn: [] |
| 792 | jobs: |
| 793 | |
| 794 | ############# |
| 795 | # iOS |
| 796 | ############# |
| 797 | - job: IosPackage |
| 798 | pool: |
| 799 | vmImage: 'macOS-14' |
| 800 | timeoutInMinutes: 120 |
| 801 | steps: |
| 802 | - template: templates/use-xcode-version.yml |
| 803 | |
| 804 | - task: UsePythonVersion@0 |
| 805 | inputs: |
| 806 | versionSpec: '3.12' |
| 807 | disableDownloadFromRegistry: true |
| 808 | addToPath: true |
| 809 | architecture: 'x64' |
| 810 | displayName: "Use Python 3.12" |
| 811 | |
| 812 | - script: | |
| 813 | python -m pip install "cmake<4.0.0" |
| 814 | displayName: "Install CMake" |
| 815 | |
| 816 | - template: templates/set-package-version-variable-step.yml |
| 817 | parameters: |
| 818 | PackageVersionVariableName: ORT_EXTENSIONS_POD_VERSION |
| 819 | |
| 820 | - script: | |
| 821 | python ./tools/ios/build_xcframework.py \ |
| 822 | --output_dir $(Build.BinariesDirectory)/xcframework_out \ |
| 823 | --platform_arch iphonesimulator x86_64 \ |
| 824 | --config RelWithDebInfo \ |
| 825 | --ios_deployment_target 15.0 \ |
| 826 | -- \ |
| 827 | --enable_cxx_tests |
| 828 | displayName: "Build xcframework for iphonesimulator x86_64" |
| 829 | |
| 830 | - script: | |
| 831 | python ./tools/ios/assemble_pod_package.py \ |
| 832 | --staging-dir $(Build.BinariesDirectory)/pod_staging \ |
| 833 | --xcframework-output-dir $(Build.BinariesDirectory)/xcframework_out \ |
| 834 | --pod-version ${ORT_EXTENSIONS_POD_VERSION} |
| 835 | displayName: "Assemble pod" |
| 836 | |
| 837 | # Note: In this CI, we only specify to build for iphonesimulator x86_64 arch in build_framework.py command however |
| 838 | # this test app's podfile by default is setup for all platforms, and due to that we have to explicitly exclude the |
| 839 | # macos target below when installing the pod for the test app. |
| 840 | - script: | |
| 841 | ORT_EXTENSIONS_LOCAL_POD_PATH=$(Build.BinariesDirectory)/pod_staging \ |
| 842 | EXCLUDE_MACOS_TARGET=true \ |
| 843 | pod install |
| 844 | displayName: "Install pods for OrtExtensionsUsage" |
| 845 | workingDirectory: $(Build.SourcesDirectory)/test/ios/OrtExtensionsUsage |
| 846 | |
| 847 | - script: | |
| 848 | set -e |
| 849 | |
| 850 | SIMULATOR_DEVICE_INFO=$(python ./tools/ios/get_simulator_device_info.py --requested-runtime-version 18.2) |
| 851 | |
| 852 | echo "Simulator device info:" |
| 853 | echo "${SIMULATOR_DEVICE_INFO}" |
| 854 | |
| 855 | SIMULATOR_DEVICE_ID=$(jq --raw-output '.device_udid' <<< "${SIMULATOR_DEVICE_INFO}") |
| 856 | |
| 857 | # Do not output ##vso[] commands with `set -x` or they may be parsed again and include a trailing quote. |
| 858 | set +x |
| 859 | echo "##vso[task.setvariable variable=ORT_EXTENSIONS_SIMULATOR_DEVICE_ID]${SIMULATOR_DEVICE_ID}" |
| 860 | displayName: "Get simulator device info" |
| 861 | |
| 862 | - script: | |
| 863 | xcrun simctl bootstatus ${ORT_EXTENSIONS_SIMULATOR_DEVICE_ID} -b |
| 864 | displayName: "Wait for simulator device to boot" |
| 865 | |
| 866 | - script: | |
| 867 | xcrun xcodebuild \ |
| 868 | -sdk iphonesimulator \ |
| 869 | -configuration Debug \ |
| 870 | -parallel-testing-enabled NO \ |
| 871 | -workspace $(Build.SourcesDirectory)/test/ios/OrtExtensionsUsage/OrtExtensionsUsage.xcworkspace \ |
| 872 | -scheme OrtExtensionsUsage \ |
| 873 | -destination "platform=iOS Simulator,id=${ORT_EXTENSIONS_SIMULATOR_DEVICE_ID}" \ |
| 874 | test CODE_SIGNING_ALLOWED=NO |
| 875 | displayName: "Build and test OrtExtensionsUsage" |
| 876 | |