diff --git a/tools/ci_build/build.py b/tools/ci_build/build.py
index e1649ae251..7dfdbc3016 100644
--- a/tools/ci_build/build.py
+++ b/tools/ci_build/build.py
@@ -2083,13 +2083,6 @@ def run_onnxruntime_tests(args, source_dir, ctest_path, build_dir, configs):
             # For CUDA or DML enabled builds test IOBinding feature
             if args.use_cuda or args.use_dml:
                 log.info("Testing IOBinding feature")
-                if args.use_dml:
-                    run_subprocess(
-                        [sys.executable, "-m", "pip", "uninstall", "--yes", "onnx"], cwd=cwd, dll_path=dll_path
-                    )
-                    run_subprocess(
-                        [sys.executable, "-m", "pip", "install", "-q", "onnx==1.15.0"], cwd=cwd, dll_path=dll_path
-                    )
                 run_subprocess([sys.executable, "onnxruntime_test_python_iobinding.py"], cwd=cwd, dll_path=dll_path)
 
             if args.use_cuda:
diff --git a/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-prebuild-steps.yml b/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-prebuild-steps.yml
index 864513bc4d..67a2543bfb 100644
--- a/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-prebuild-steps.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-prebuild-steps.yml
@@ -13,6 +13,10 @@ parameters:
   type: boolean
   default: false
 
+- name: InstallONNX
+  type: boolean
+  default: true
+
 - name: WITHCACHE
   type: boolean
   default: false
@@ -106,6 +110,7 @@ steps:
 
     displayName: Install ccache and update PATH to use linked versions of gcc, cc, etc
 
+- ${{ if eq(parameters.InstallONNX, true) }}:
   - ${{ if eq(parameters.WITHCACHE, true) }}:
     - task: Cache@2
       # machinepool is used to ensure the compiler is same
diff --git a/tools/ci_build/github/azure-pipelines/win-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/win-ci-pipeline.yml
index 53eea1d69f..c333c7ef08 100644
--- a/tools/ci_build/github/azure-pipelines/win-ci-pipeline.yml
+++ b/tools/ci_build/github/azure-pipelines/win-ci-pipeline.yml
@@ -68,6 +68,7 @@ stages:
           BuildConfig: Debug
           MachinePool: 'onnxruntime-Win-CPU-2022'
           WithCache: false
+          InstallONNX: false
           Today: $(TODAY)
 
       - task: PythonScript@0
@@ -155,7 +156,7 @@ stages:
         GenerateDocumentation: false
         WITH_CACHE: false
         MachinePool: 'onnxruntime-Win-CPU-2022'
-        
+
 - stage: x86_release
   dependsOn: []
   jobs:
@@ -256,5 +257,3 @@ stages:
         GenerateDocumentation: false
         WITH_CACHE: false
         MachinePool: 'onnxruntime-Win-CPU-2022'
-
-