diff --git a/.ci/pytorch/common_utils.sh b/.ci/pytorch/common_utils.sh
index 68a7d5559f5a1..640490ff99348 100644
--- a/.ci/pytorch/common_utils.sh
+++ b/.ci/pytorch/common_utils.sh
@@ -55,8 +55,8 @@ function assert_git_not_dirty() {
 
 function pip_install_whl() {
   # This is used to install PyTorch and other build artifacts wheel locally
-  # without using any network connection
-  python3 -mpip install --no-index --no-deps "$@"
+  # Convert the input arguments into an array
+  python3 -mpip install "$@"
 }
 
 function pip_install() {