diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 336617ee49cb3b52e6056e2c8a51f509ee672f92..b7574f2320c175badaa7b5f88bbc87f8f030354f 100755
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -111,3 +111,14 @@ repos:
     hooks:
     -   id: cmakelint
         args: [--config=./tools/codestyle/.cmakelintrc]
+
+-   repo: https://github.com/PyCQA/autoflake
+    rev: v1.7.7
+    hooks:
+    -   id: autoflake
+        args:
+            - --in-place
+            - --remove-all-unused-imports
+            - --ignore-pass-after-docstring
+            - --ignore-init-module-imports
+            - --exclude=python/paddle/fluid/[!t]**,python/paddle/fluid/tra**