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 e200fb9e93bee..59387a0de4cd1 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
@@ -204,6 +204,17 @@ stages:
             inputs:
               AnalyzeTargetGlob: '+:file|$(Build.ArtifactStagingDirectory)\**\*.dll;-:file|$(Build.ArtifactStagingDirectory)\**\DirectML.dll'
 
+          - task: TSAUpload@2
+            displayName: 'TSA upload'
+            condition: and (succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/main'))
+            inputs:
+              GdnPublishTsaOnboard: false
+              GdnPublishTsaConfigFile: '$(Build.sourcesDirectory)\.gdn\.gdntsa'
+
+          - template: component-governance-component-detection-steps.yml
+            parameters:
+              condition: 'succeeded'
+
   - stage: Win_py_${{ parameters.EP_NAME }}_Wheels_${{ replace(parameters.PYTHON_VERSION,'.','_') }}_Tests
     dependsOn: Win_py_${{ parameters.EP_NAME }}_Wheels_${{ replace(parameters.PYTHON_VERSION,'.','_') }}_Build
     jobs: