diff --git a/.github/workflows/push-builder.yml b/.github/workflows/push-builder.yml
index ef257ae8c..513937a44 100644
--- a/.github/workflows/push-builder.yml
+++ b/.github/workflows/push-builder.yml
@@ -12,7 +12,16 @@ jobs:
     runs-on: ubuntu-latest
     steps:
 
-    - uses: actions/checkout@master
+    - uses: actions/checkout@v2
+      with:
+        # The default value is "1" which fetches only a single commit. If we merge PR without squash or rebase,
+        # there are at least two commits: the first one is the merge commit and the second one is the real commit
+        # contains the changes.
+        # As we use the Dockerfile's commit ID as the tag of the build-image, fetching only 1 commit causes the merge
+        # commit ID to be the tag.
+        # While when running make commands locally, as the local git repository usually contains all commits, the Dockerfile's
+        # commit ID is the second one. This is mismatch with the images in Dockerhub
+        fetch-depth: 2
 
     - name: Build
       run: make build-image