diff --git a/tools/ci_build/get_docker_image.py b/tools/ci_build/get_docker_image.py
index 9ef141c30e..68ac4a7a9c 100755
--- a/tools/ci_build/get_docker_image.py
+++ b/tools/ci_build/get_docker_image.py
@@ -131,6 +131,9 @@ def container_registry_has_image(full_image_name, docker_path):
 def main():
     args = parse_args()
 
+    log.debug("Dockerfile: {}, context: {}, docker build args: '{}'".format(
+        args.dockerfile, args.context, args.docker_build_args))
+
     tag = generate_tag(args.dockerfile, args.context, args.docker_build_args)
 
     full_image_name = "{}.azurecr.io/{}:{}".format(
diff --git a/tools/ci_build/github/azure-pipelines/templates/get-docker-image-steps.yml b/tools/ci_build/github/azure-pipelines/templates/get-docker-image-steps.yml
index 4420a24a86..dbc561ef17 100644
--- a/tools/ci_build/github/azure-pipelines/templates/get-docker-image-steps.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/get-docker-image-steps.yml
@@ -19,7 +19,7 @@ steps:
         tools/ci_build/get_docker_image.py \
           --dockerfile "${{ parameters.Dockerfile }}" \
           --context "${{ parameters.Context }}" \
-          --docker-build-args "${{ variables.DockerBuildArgs }}" \
+          --docker-build-args "${{ parameters.DockerBuildArgs }}" \
           --container-registry onnxruntimebuildcache \
           --repository "${{ parameters.Repository }}"
       displayName: "Get ${{ parameters.Repository }} image"