diff --git a/mmengine/_strategy/base.py b/mmengine/_strategy/base.py
index bb4cf2df..7b91d30f 100644
--- a/mmengine/_strategy/base.py
+++ b/mmengine/_strategy/base.py
@@ -826,13 +826,14 @@ class BaseStrategy(metaclass=ABCMeta):
     ) -> Optional[dict]:
         """Load checkpoint or resume from checkpoint.
 
-        Keyword Args:     load_from (str, optional): The checkpoint file to
-        load from.         Defaults to None.     resume (bool or str): Whether
-        to resume training.         Defaults to False. If ``resume`` is True
-        and ``load_from`` is         None, automatically to find latest
-        checkpoint from         ``work_dir``. If not found, resuming does
-        nothing.         If ``resume`` is a string, it will be treated as the
-        checkpoint         file to resume from.
+        Args:
+            load_from (str, optional): The checkpoint file to load from.
+                Defaults to None.
+            resume (bool or str): Whether to resume training. Defaults to
+                False. If ``resume`` is True and ``load_from`` is None,
+                automatically to find latest checkpoint from ``work_dir``.
+                If not found, resuming does nothing. If ``resume`` is a string,
+                it will be treated as the checkpoint file to resume from.
         """
         from mmengine.runner import find_latest_checkpoint
 
diff --git a/mmengine/_strategy/fsdp.py b/mmengine/_strategy/fsdp.py
index 1f856ed7..a14001a0 100644
--- a/mmengine/_strategy/fsdp.py
+++ b/mmengine/_strategy/fsdp.py
@@ -42,7 +42,7 @@ FSDP_CONFIGS.register_module(module=LocalStateDictConfig)
 class FSDPStrategy(DDPStrategy):
     """Support training model with FullyShardedDataParallel (FSDP).
 
-    Keyword Args::
+    Keyword Args:
         model_wrapper (dict, optional): Config dict for model wrapper. The
             default configuration is:
 
diff --git a/tests/test_model/test_wrappers/test_model_wrapper.py b/tests/test_model/test_wrappers/test_model_wrapper.py
index cd3e539f..791630c5 100644
--- a/tests/test_model/test_wrappers/test_model_wrapper.py
+++ b/tests/test_model/test_wrappers/test_model_wrapper.py
@@ -19,7 +19,7 @@ from mmengine.testing._internal import MultiProcessTestCase
 from mmengine.utils.dl_utils import TORCH_VERSION
 from mmengine.utils.version_utils import digit_version
 
-if digit_version(TORCH_VERSION) >= digit_version('1.11.0'):
+if digit_version(TORCH_VERSION) >= digit_version('2.0.0'):
     from mmengine.model import MMFullyShardedDataParallel  # noqa: F401