diff --git a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
index 0969806ab2..0d560fff6f 100644
--- a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
+++ b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
@@ -798,7 +798,7 @@ stages:
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
     ArtifactName: 'drop-nuget-dml'
     StageName: 'Windows_CI_GPU_DML_Dev'
-    BuildCommand: --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 17 2022"
+    BuildCommand: --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019"
     BuildArch: 'x64'
     msbuildArchitecture: 'amd64'
     EnvSetupScript: 'setup_env.bat'
@@ -821,7 +821,7 @@ stages:
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
     ArtifactName: 'drop-win-dml-x86-zip'
     StageName: 'Windows_CI_GPU_DML_Dev_x86'
-    BuildCommand: --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 17 2022"
+    BuildCommand: --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019"
     BuildArch: 'x86'
     EnvSetupScript: 'setup_env_x86.bat'
     sln_platform: 'Win32'
@@ -863,11 +863,11 @@ stages:
 
 - template: nuget/templates/dml-vs-2022.yml
   parameters:
-    AgentPool : 'onnxruntime-Win-CPU-2022'
+    AgentPool : 'onnxruntime-Win-CPU-2019'
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
     ArtifactName: 'drop-win-dml-arm-zip'
     StageName: 'Windows_CI_GPU_DML_Dev_arm'
-    BuildCommand: --build_dir $(Build.BinariesDirectory) --arm --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 17 2022"
+    BuildCommand: --build_dir $(Build.BinariesDirectory) --arm --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019"
     BuildArch: 'x64'
     EnvSetupScript: 'setup_env.bat'
     sln_platform: 'arm'
diff --git a/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml b/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml
index 8e62d98052..ab01051d85 100644
--- a/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml
+++ b/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml
@@ -48,6 +48,8 @@ stages:
       ALLOW_RELEASED_ONNX_OPSET_ONLY: ${{ parameters.AllowReleasedOpsetOnly }}
       ${{ if eq(parameters.EnableLto, true) }}:
         build_py_lto_flag: --enable_lto
+      ${{ if or(eq(parameters.AgentPool, 'aiinfra-dml-winbuild'), eq(parameters.AgentPool, 'onnxruntime-Win-CPU-2019')) }}:
+        vsVersion: '2019'
 
     steps:
       # Windows_CI_GPU_DML_Dev_arm64 build job still needs protobuf submodule
@@ -187,7 +189,10 @@ stages:
         - task: BatchScript@1
           displayName: 'Setup VS2022 env vars'
           inputs:
-            filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+            ${{ if eq(variables.vsVersion, '2019') }}:
+              filename: 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+            ${{ else }}:
+              filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
             arguments: ${{ parameters.BuildArch }}
             modifyEnvironment: true
         # Esrp signing
@@ -227,9 +232,12 @@ stages:
       # Node.js Publish
       - ${{ if eq(parameters['DoNodejsPack'], 'true') }}:
         - task: BatchScript@1
-          displayName: 'Setup VS2022 env vars'
+          displayName: 'Setup VS env vars'
           inputs:
-            filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+            ${{ if eq(variables.vsVersion, '2019') }}:
+              filename: 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+            ${{ else }}:
+              filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
             arguments: ${{ parameters.BuildArch }}
             modifyEnvironment: true
         - template: ../../templates/win-esrp-dll.yml
@@ -264,6 +272,7 @@ stages:
         - template: ../../templates/compliance.yml
           parameters :
             msbuildPlatform: ${{ parameters.sln_platform }}
+            vsVersion: $(vsVersion)
 
       - template: ../../templates/component-governance-component-detection-steps.yml
         parameters :
diff --git a/tools/ci_build/github/azure-pipelines/nuget/templates/test_win.yml b/tools/ci_build/github/azure-pipelines/nuget/templates/test_win.yml
index 9a185fd908..d8f2f4cc15 100644
--- a/tools/ci_build/github/azure-pipelines/nuget/templates/test_win.yml
+++ b/tools/ci_build/github/azure-pipelines/nuget/templates/test_win.yml
@@ -48,9 +48,12 @@ stages:
         workingFolder: '$(Build.BinariesDirectory)'
 
     - task: BatchScript@1
-      displayName: 'Setup VS2019 env vars'
+      displayName: 'Setup Visual Studio env vars'
       inputs:
-        filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+        ${{ if eq(parameters.AgentPool, 'onnxruntime-gpu-tensorrt8-winbuild-t4') }}:
+          filename: 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+        ${{ else }}:
+          filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
         arguments: 'amd64'
         modifyEnvironment: true
 
diff --git a/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml b/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
index e91fd6ade4..0b02cf1ab5 100644
--- a/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
@@ -170,6 +170,7 @@ stages:
     runTests: false
     buildJava: false
     buildNodejs: false
+    ort_build_pool_name: onnxruntime-Win-CPU-2019
 
 - template: win-ci.yml
   parameters:
diff --git a/tools/ci_build/github/azure-pipelines/templates/compliance.yml b/tools/ci_build/github/azure-pipelines/templates/compliance.yml
index 77e2ed87c1..0127d7d8bc 100644
--- a/tools/ci_build/github/azure-pipelines/templates/compliance.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/compliance.yml
@@ -3,7 +3,12 @@ parameters:
   displayName: msbuildPlatform
   type: string
   default: x64
-  
+
+- name: vsVersion
+  displayName: Visual Studio Version
+  type: string
+  default: '2022'
+
 steps:
 - task: CredScan@2
   displayName: 'Run CredScan'
@@ -26,15 +31,19 @@ steps:
      **/*.obj
      **/*.pdb
      **/*.dll
-      
+
 #Manually set msBuildCommandline so that we can also set CAExcludePath
 - task: securedevelopmentteam.vss-secure-development-tools.build-task-prefast.SDLNativeRules@2
   displayName: 'Run the PREfast SDL Native Rules for MSBuild'
   inputs:
     userProvideBuildInfo: msBuildInfo
-    msBuildVersion: 16.0
     msBuildArchitecture: x64
-    msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform="${{parameters.msbuildPlatform}}" /p:configuration="RelWithDebInfo" /p:CAExcludePath="$(Build.BinariesDirectory);$(Build.SourcesDirectory)\cmake;C:\program files (x86)" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+    ${{ if eq(parameters.vsVersion, '2019')}}:
+      msBuildVersion: 16.0
+      msBuildCommandline: '"C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform="${{parameters.msbuildPlatform}}" /p:configuration="RelWithDebInfo" /p:CAExcludePath="$(Build.BinariesDirectory);$(Build.SourcesDirectory)\cmake;C:\program files (x86)" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+    ${{ else }}:
+      msBuildVersion: 17.0
+      msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform="${{parameters.msbuildPlatform}}" /p:configuration="RelWithDebInfo" /p:CAExcludePath="$(Build.BinariesDirectory);$(Build.SourcesDirectory)\cmake;C:\program files (x86)" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
   continueOnError: true
 
 - task: securedevelopmentteam.vss-secure-development-tools.build-task-report.SdtReport@1
@@ -55,4 +64,4 @@ steps:
   inputs:
     tsaVersion: TsaV2
     codeBaseName: 'onnxruntime_master'
-  continueOnError: true
\ No newline at end of file
+  continueOnError: true
diff --git a/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml b/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml
index 539fb9b268..b3387884cc 100644
--- a/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml
@@ -76,6 +76,7 @@ stages:
     runTests: false
     buildJava: false
     buildNodejs: false
+    ort_build_pool_name: onnxruntime-Win-CPU-2019
 
 - template: win-ci.yml
   parameters:
diff --git a/tools/ci_build/github/azure-pipelines/templates/py-packaging-selectable-stage.yml b/tools/ci_build/github/azure-pipelines/templates/py-packaging-selectable-stage.yml
index b0e66498f0..82994c85d6 100644
--- a/tools/ci_build/github/azure-pipelines/templates/py-packaging-selectable-stage.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/py-packaging-selectable-stage.yml
@@ -395,6 +395,10 @@ stages:
         EpBuildFlags: --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.6.0.12.Windows10.x86_64.cuda-11.8" --cuda_version=$(CUDA_VERSION) --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v$(CUDA_VERSION)" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80"
         EnvSetupScript: setup_env_gpu.bat
         EP_NAME: gpu
+        ${{if contains(Agent.Name, 'onnxruntime-gpu-winbuild-t4')}}:
+          VSGenerator: 'Visual Studio 16 2019'
+        ${{else}}:
+          VSGenerator: 'Visual Studio 17 2022'
       strategy:
         matrix:
           ${{ each PythonVersion in parameters.python_version }}:
@@ -444,7 +448,7 @@ stages:
             --config RelWithDebInfo
             --build_dir $(Build.BinariesDirectory)
             --skip_submodule_sync
-            --cmake_generator "Visual Studio 17 2022"
+            --cmake_generator "$(VSGenerator)"
             --enable_pybind
             --enable_onnx_tests
             ${{ parameters.gpu_build_py_parameters }}
@@ -531,8 +535,11 @@ stages:
         condition: and (succeeded(), eq(variables['PythonVersion'], '3.8'))
         inputs:
           msBuildArchitecture: amd64
-          setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "Visual Studio 17 2022" --enable_pybind --enable_onnx_tests ${{ parameters.gpu_build_py_parameters }} --parallel $(EpBuildFlags) --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
-          msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+          setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "$(VSGenerator)" --enable_pybind --enable_onnx_tests ${{ parameters.gpu_build_py_parameters }} --parallel $(EpBuildFlags) --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
+          ${{if eq(variables.VSGenerator, 'Visual Studio 16 2019')}}:
+            msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="16.0" /m /p:PreferredToolArchitecture=x64'
+          ${{else}}:
+            msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
           excludedPaths: '$(Build.BinariesDirectory)#$(Build.SourcesDirectory)\cmake#C:\program files (x86)'
 
       - task: TSAUpload@2
diff --git a/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml b/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml
index 07fb50b3be..e8c57bf6ed 100644
--- a/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml
@@ -8,25 +8,30 @@ parameters:
 
 - name: PYTHON_VERSION
   type: string
-  
+
 - name: EP_BUILD_FLAGS
   type: string
-  
+
 - name: ENV_SETUP_SCRIPT
   type: string
-  
+
 - name: BUILD_PY_PARAMETERS
   displayName: >
     Extra parameters to pass to build.py. Don't put newlines in here.
   type: string
   default: ''
-  
+
 jobs:
 - job: Win_py_${{ parameters.EP_NAME }}_Wheels_${{ replace(parameters.PYTHON_VERSION,'.','_') }}
   timeoutInMinutes: 240
   workspace:
     clean: all
   pool: ${{ parameters.MACHINE_POOL }}
+  variables:
+    ${{if or(eq(parameters.MACHINE_POOL, 'onnxruntime-gpu-winbuild-T4'), eq(parameters.MACHINE_POOL, 'aiinfra-dml-winbuild'))}}:
+      VSGenerator: 'Visual Studio 16 2019'
+    ${{else}}:
+      VSGenerator: 'Visual Studio 17 2022'
   steps:
       - checkout: self
         clean: true
@@ -88,9 +93,9 @@ jobs:
             --config RelWithDebInfo
             --build_dir $(Build.BinariesDirectory)
             --skip_submodule_sync
-            --cmake_generator "Visual Studio 17 2022"
+            --cmake_generator "$(VSGenerator)"
             --enable_pybind
-            --enable_onnx_tests            
+            --enable_onnx_tests
             --parallel --update
             $(TelemetryOption) ${{ parameters.BUILD_PY_PARAMETERS }} ${{ parameters.EP_BUILD_FLAGS }}
           workingDirectory: '$(Build.BinariesDirectory)'
@@ -175,8 +180,11 @@ jobs:
             displayName: 'Run the PREfast SDL Native Rules for MSBuild'
             inputs:
               msBuildArchitecture: amd64
-              setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "Visual Studio 17 2022" --enable_pybind --enable_onnx_tests --parallel $(TelemetryOption) ${{ parameters.BUILD_PY_PARAMETERS }} ${{ parameters.EP_BUILD_FLAGS }} --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
-              msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+              setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "$(VSGenerator)" --enable_pybind --enable_onnx_tests --parallel $(TelemetryOption) ${{ parameters.BUILD_PY_PARAMETERS }} ${{ parameters.EP_BUILD_FLAGS }} --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
+              ${{if eq(variables.VSGenerator, 'Visual Studio 16 2019')}}:
+                msBuildCommandline: '"C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="16.0" /m /p:PreferredToolArchitecture=x64'
+              ${{else}}:
+                msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
               excludedPaths: '$(Build.BinariesDirectory)#$(Build.SourcesDirectory)\cmake#C:\program files (x86)'
 
           - task: TSAUpload@2
@@ -189,4 +197,4 @@ jobs:
 
       - template: component-governance-component-detection-steps.yml
         parameters:
-          condition: 'succeeded'
\ No newline at end of file
+          condition: 'succeeded'
diff --git a/tools/ci_build/github/azure-pipelines/templates/win-ci.yml b/tools/ci_build/github/azure-pipelines/templates/win-ci.yml
index 2caaed98a1..e30a8761e6 100644
--- a/tools/ci_build/github/azure-pipelines/templates/win-ci.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/win-ci.yml
@@ -62,9 +62,15 @@ parameters:
   displayName: Increase timeout for tests? Set it to false if you are doing an Onnx Runtime release.
   type: boolean
   default: false
+
 stages:
 - stage: Windows_Packaging_${{ parameters.stage_name_suffix }}
   dependsOn: []
+  variables:
+    ${{if or(eq(parameters.ort_build_pool_name, 'onnxruntime-Win-CPU-2019'), eq(parameters.ort_build_pool_name, 'onnxruntime-gpu-winbuild-T4'), eq(parameters.ort_build_pool_name, 'onnxruntime-gpu-tensorrt8-winbuild-t4'))}}:
+      VSGenerator: 'Visual Studio 16 2019'
+    ${{else}}:
+      VSGenerator: 'Visual Studio 17 2022'
   jobs:
   - job:
     workspace:
@@ -127,9 +133,9 @@ stages:
         inputs:
           scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
           ${{ if eq(parameters['UseIncreasedTimeoutForTests'], 'true') }}:
-            arguments: '--config RelWithDebInfo --enable_lto --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 17 2022" --enable_onnx_tests $(TelemetryOption) ${{ parameters.buildparameter }} --test_all_timeout 72000'
+            arguments: '--config RelWithDebInfo --enable_lto --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "$(VSGenerator)" --enable_onnx_tests $(TelemetryOption) ${{ parameters.buildparameter }} --test_all_timeout 72000'
           ${{ else }}:
-            arguments: '--config RelWithDebInfo --enable_lto --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 17 2022" --enable_onnx_tests $(TelemetryOption) ${{ parameters.buildparameter }} '
+            arguments: '--config RelWithDebInfo --enable_lto --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "$(VSGenerator)" --enable_onnx_tests $(TelemetryOption) ${{ parameters.buildparameter }} '
           workingDirectory: '$(Build.BinariesDirectory)'
 
       - task: VSBuild@1
@@ -149,7 +155,7 @@ stages:
         condition: and(succeeded(), eq('${{ parameters.runTests}}', true))
         inputs:
           scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
-          arguments: '--config RelWithDebInfo --enable_lto --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 17 2022" --enable_onnx_tests  $(TelemetryOption) ${{ parameters.buildparameter }}'
+          arguments: '--config RelWithDebInfo --enable_lto --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "$(VSGenerator)" --enable_onnx_tests  $(TelemetryOption) ${{ parameters.buildparameter }}'
           workingDirectory: '$(Build.BinariesDirectory)'
 
       - script: |
@@ -285,8 +291,11 @@ stages:
           condition: and (succeeded(), eq(variables['msbuildPlatform'], 'x64'))
           inputs:
             msBuildArchitecture: amd64
-            setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 17 2022" --enable_onnx_tests  $(TelemetryOption) ${{ parameters.buildparameter }} --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
-            msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\Debug\onnxruntime.sln" /p:platform="$(MsbuildPlatform)" /p:configuration=Debug /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+            setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --disable_rtti --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "$(VSGenerator)" --enable_onnx_tests  $(TelemetryOption) ${{ parameters.buildparameter }} --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
+            ${{if eq(variables.VSGenerator, 'Visual Studio 16 2019')}}:
+              msBuildCommandline: '"C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\Debug\onnxruntime.sln" /p:platform="$(MsbuildPlatform)" /p:configuration=Debug /p:VisualStudioVersion="16.0" /m /p:PreferredToolArchitecture=x64'
+            ${{else}}:
+              msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\Debug\onnxruntime.sln" /p:platform="$(MsbuildPlatform)" /p:configuration=Debug /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
             excludedPaths: '$(Build.BinariesDirectory)#$(Build.SourcesDirectory)\cmake#C:\program files (x86)'
 
         - task: PostAnalysis@2