diff --git a/test/local_test_cityscapes.py b/test/local_test_cityscapes.py
index 0bf3c6aeb04e551da0cba454c6e9db7575efb1bb..6618695a60aae5f07230c546337b611d7c1cc78a 100644
--- a/test/local_test_cityscapes.py
+++ b/test/local_test_cityscapes.py
@@ -14,6 +14,7 @@
 
 from test_utils import download_file_and_uncompress, train, eval, vis, export_model
 import os
+import argparse
 
 LOCAL_PATH = os.path.dirname(os.path.abspath(__file__))
 DATASET_PATH = os.path.join(LOCAL_PATH, "..", "dataset")
@@ -43,7 +44,16 @@ if __name__ == "__main__":
     vis_dir = os.path.join(LOCAL_PATH, "visual", model_name)
     saved_model = os.path.join(LOCAL_PATH, "saved_model", model_name)
 
-    devices = ['0']
+    parser = argparse.ArgumentParser(description="PaddleSeg loacl test")
+    parser.add_argument("--devices",
+        dest="devices",
+        help="GPU id of running. if more than one, use spacing to separate.",
+        nargs="+",
+        default=0,
+        type=int)
+    args = parser.parse_args()
+
+    devices = [str(x) for x in args.devices]
 
     export_model(
         flags=["--cfg", cfg],