diff --git a/ppcls/utils/save_load.py b/ppcls/utils/save_load.py
index 391f67d3d..35d11b83f 100644
--- a/ppcls/utils/save_load.py
+++ b/ppcls/utils/save_load.py
@@ -74,9 +74,13 @@ def load_dygraph_pretrain_from_url(model,
                                    use_ssld=False,
                                    use_imagenet22k_pretrained=False,
                                    use_imagenet22kto1k_pretrained=False):
-    if use_ssld:
-        pretrained_url = pretrained_url.replace("_pretrained",
-                                                "_ssld_pretrained")
+    if "ssld" not in pretrained_url:
+        if use_ssld:
+            pretrained_url = pretrained_url.replace("_pretrained",
+                                                    "_ssld_pretrained")
+    else:
+        pretrained_url = pretrained_url.replace("ssld_pretrained",
+                                                "ssld_stage1_pretrained")
     if use_imagenet22k_pretrained:
         pretrained_url = pretrained_url.replace("_pretrained",
                                                 "_22k_pretrained")