Add Windows GPU CI (#600)

* set cuda

* update

* update

* win cuda

* cuda_path

* print log

* update

* vsintegration

* CUDA toolkit dir

* update

* update

* win GPU

* fix typo

* 1.16.1

* test

* update comments

* rm useless steps

---------

Co-authored-by: Wenbing Li <10278425+wenbingl@users.noreply.github.com>

.pipelines/ci.yml

@@ -473,6 +473,54 @@ stages:
         python -m pytest --ignore=test_cv2.py --ignore=test_tools_add_pre_post_processing_to_model.py . --verbose
       displayName: Run python test
 
+- stage: WindowsCUDABuilds
+  dependsOn: []
+  jobs:
+  - job: WindowsC
+    pool:
+      name: 'onnxruntime-extensions-Win2022-GPU-A10'
+    variables:
+      ORT_VERSION: '1.16.2'
+    steps:
+      - template: templates/set_winenv.yml
+        parameters:
+          EnvSetupScript: 'set_env_cuda.bat'
+          DownloadCUDA: true
+
+      - script: |
+          nvidia-smi
+          nvcc --version
+          where nvcc
+        displayName: check cuda version
+
+      - task: DownloadGitHubRelease@0
+        inputs:
+          connection: 'GitHub - Release'
+          userRepository: 'microsoft/onnxruntime'
+          defaultVersionType: 'specificTag'
+          version: 'v$(ORT_VERSION)'
+          itemPattern: '*-win-x64-gpu-$(ORT_VERSION)*'
+          downloadPath: '$(Build.SourcesDirectory)'
+        displayName: Download the ONNXRuntime prebuilt package.
+
+      - task: ExtractFiles@1
+        inputs:
+          archiveFilePatterns: '**/*.zip'
+          destinationFolder: '$(Build.SourcesDirectory)'
+          cleanDestinationFolder: false
+          overwriteExistingFiles: true
+        displayName: Unpack ONNXRuntime package.
+
+      - script: |
+          set CUDA_PATH=$(Agent.TempDirectory)\v11.8
+          call .\build.bat -T cuda="%CUDA_PATH%" -DOCOS_ENABLE_CTEST=ON -DOCOS_USE_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=86 -DOCOS_ONNXRUNTIME_VERSION="$(ORT_VERSION)" -DONNXRUNTIME_PKG_DIR=.\onnxruntime-win-x64-gpu-$(ORT_VERSION)
+        displayName: build the customop library with onnxruntime
+
+      - script: |
+          cd out/Windows
+          ctest -C RelWithDebInfo --output-on-failure
+        displayName: Run C++ native tests
+
 - stage: WebAssemblyBuilds
   dependsOn: []
   jobs:

.pipelines/scripts/set_env_cuda.bat

@@ -0,0 +1,17 @@
+REM Copyright (c) Microsoft Corporation. All rights reserved.
+REM Licensed under the MIT License.
+
+if exist PATH=%AGENT_TEMPDIRECTORY%\v11.8\ (
+    set PATH=%AGENT_TEMPDIRECTORY%\v11.8\bin;%AGENT_TEMPDIRECTORY%\v11.8\extras\CUPTI\lib64;%PATH%
+) else (
+    set PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\extras\CUPTI\lib64;%PATH%
+)
+
+@REM The default version is still cuda v11.8, because set cuda v12.2 after it
+if exist PATH=%AGENT_TEMPDIRECTORY%\v12.2\ (
+    set PATH=%PATH%;%AGENT_TEMPDIRECTORY%\v12.2\bin;%AGENT_TEMPDIRECTORY%\v12.2\extras\CUPTI\lib64
+) else (
+    set PATH=%PATH%;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\extras\CUPTI\lib64
+)
+
+set GRADLE_OPTS=-Dorg.gradle.daemon=false

.pipelines/templates/set_winenv.yml

@@ -0,0 +1,27 @@
+parameters:
+  - name: EnvSetupScript
+    type: string
+  - name: DownloadCUDA
+    type: boolean
+    default: false
+  - name: PrimaryCUDAVersion
+    type: string
+    default: '11.8'
+  - name: SecondaryCUDAVersion
+    type: string
+    default: '12.2'
+
+steps:
+  - ${{ if eq(parameters.DownloadCUDA, 'true') }}:
+      - powershell: |
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v${{ parameters.PrimaryCUDAVersion }}" $(Agent.TempDirectory)
+        displayName: 'Download Primary CUDA SDK v${{ parameters.PrimaryCUDAVersion }}'
+      - powershell: |
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v${{ parameters.SecondaryCUDAVersion }}" $(Agent.TempDirectory)
+        displayName: 'Download Secondary CUDA SDK v${{ parameters.SecondaryCUDAVersion }}'
+  - task: BatchScript@1
+    displayName: 'setup env'
+    inputs:
+      filename: '$(Build.SourcesDirectory)\.pipelines\scripts\${{ parameters.EnvSetupScript }}'
+      modifyEnvironment: true
+      workingFolder: '$(Build.BinariesDirectory)'