diff --git a/pai/session.py b/pai/session.py
index 1665e26..8e2ad01 100644
--- a/pai/session.py
+++ b/pai/session.py
@@ -569,8 +569,13 @@ def _get_default_credential_client() -> Optional[CredentialClient]:
         try:
             # Initialize the credential client with default credential chain.
             # see: https://help.aliyun.com/zh/sdk/developer-reference/v2-manage-python-access-credentials#3ca299f04bw3c
-            return CredentialClient()
-        except CredentialException:
+            client = CredentialClient()
+            client.get_credential()
+            return client
+        except Exception as e:
+            logger.debug(
+                "Not found credential from default credential provider chain: %s", e
+            )
             return
 
     @staticmethod
diff --git a/pai/toolkit/config.py b/pai/toolkit/config.py
index a03465a..27a0036 100644
--- a/pai/toolkit/config.py
+++ b/pai/toolkit/config.py
@@ -86,9 +86,14 @@
 
 def _get_default_credential_client() -> Optional[CredentialClient]:
     try:
-        return CredentialClient()
-    except CredentialException:
-        logger.debug("Not found credential from default credential provider chain.")
+        client = CredentialClient()
+        client.get_credential()
+        return client
+    except Exception as e:
+        logger.info(
+            "Not found credential from default credential provider chain: %s", e
+        )
+        return None
 
 
 class CredentialProviderType(Enum):
@@ -216,9 +221,10 @@ def prompt_for_credential():
         )
     )
 
-    access_key_id = credential_client.get_access_key_id()
-    access_key_secret = credential_client.get_access_key_secret()
-    security_token = credential_client.get_security_token()
+    credential = credential_client.get_credential()
+    access_key_id = credential.get_access_key_id()
+    access_key_secret = credential.get_access_key_secret()
+    security_token = credential.get_security_token()
 
     print_highlight(f"AccessKeyId: {access_key_id}")
     print_highlight(f"AccessKeySecret: { mask_secret(access_key_secret)}")