diff --git a/.pre-commit-config-zh-cn.yaml b/.pre-commit-config-zh-cn.yaml
index 936c124ed4..dca43daa60 100644
--- a/.pre-commit-config-zh-cn.yaml
+++ b/.pre-commit-config-zh-cn.yaml
@@ -1,7 +1,7 @@
 exclude: ^tests/data/
 repos:
   - repo: https://gitee.com/openmmlab/mirrors-flake8
-    rev: 3.8.3
+    rev: 5.0.4
     hooks:
       - id: flake8
   - repo: https://gitee.com/openmmlab/mirrors-isort
@@ -9,11 +9,11 @@ repos:
     hooks:
       - id: isort
   - repo: https://gitee.com/openmmlab/mirrors-yapf
-    rev: v0.30.0
+    rev: v0.32.0
     hooks:
       - id: yapf
   - repo: https://gitee.com/openmmlab/mirrors-pre-commit-hooks
-    rev: v3.1.0
+    rev: v4.3.0
     hooks:
       - id: trailing-whitespace
       - id: check-yaml
@@ -35,7 +35,7 @@ repos:
           - mdformat_frontmatter
           - linkify-it-py
   - repo: https://gitee.com/openmmlab/mirrors-codespell
-    rev: v2.1.0
+    rev: v2.2.1
     hooks:
       - id: codespell
   - repo: https://gitee.com/openmmlab/mirrors-docformatter
@@ -44,7 +44,7 @@ repos:
       - id: docformatter
         args: ["--in-place", "--wrap-descriptions", "79"]
   - repo: https://github.com/asottile/pyupgrade
-    rev: v2.32.1
+    rev: v3.0.0
     hooks:
       - id: pyupgrade
         args: ["--py36-plus"]
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fa193abeb4..00852637c4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 exclude: ^tests/data/
 repos:
   - repo: https://github.com/PyCQA/flake8
-    rev: 3.8.3
+    rev: 5.0.4
     hooks:
       - id: flake8
   - repo: https://github.com/PyCQA/isort
@@ -9,11 +9,11 @@ repos:
     hooks:
       - id: isort
   - repo: https://github.com/pre-commit/mirrors-yapf
-    rev: v0.30.0
+    rev: v0.32.0
     hooks:
       - id: yapf
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v3.1.0
+    rev: v4.3.0
     hooks:
       - id: trailing-whitespace
       - id: check-yaml
@@ -35,7 +35,7 @@ repos:
           - mdformat_frontmatter
           - linkify-it-py
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.1.0
+    rev: v2.2.1
     hooks:
       - id: codespell
   - repo: https://github.com/myint/docformatter
@@ -44,7 +44,7 @@ repos:
       - id: docformatter
         args: ["--in-place", "--wrap-descriptions", "79"]
   - repo: https://github.com/asottile/pyupgrade
-    rev: v2.32.1
+    rev: v3.0.0
     hooks:
       - id: pyupgrade
         args: ["--py36-plus"]
diff --git a/mmengine/config/config.py b/mmengine/config/config.py
index 17805014e9..fad6260245 100644
--- a/mmengine/config/config.py
+++ b/mmengine/config/config.py
@@ -199,7 +199,7 @@ def fromstring(cfg_str: str, file_format: str) -> 'Config':
         # `temp_file` is opened first in `tempfile.NamedTemporaryFile` and
         #  second in `Config.from_file`.
         # In addition, a named temporary file will be removed after closed.
-        # As a workround we set `delete=False` and close the temporary file
+        # As a workaround we set `delete=False` and close the temporary file
         # before opening again.
 
         with tempfile.NamedTemporaryFile(
diff --git a/mmengine/logging/logger.py b/mmengine/logging/logger.py
index 9a214f1bab..2be03ab2c5 100644
--- a/mmengine/logging/logger.py
+++ b/mmengine/logging/logger.py
@@ -109,7 +109,7 @@ class MMLogger(Logger, ManagerMixin):
           ``MMLogger.get_instance`` but not ``logging.getLogger``. This feature
           ensures ``MMLogger`` will not be incluenced by third-party logging
           config.
-        - Different from ``logging.Logger``, ``MMLogger`` will not log warrning
+        - Different from ``logging.Logger``, ``MMLogger`` will not log warning
           or error message without ``Handler``.
 
     Examples:
diff --git a/mmengine/optim/scheduler/param_scheduler.py b/mmengine/optim/scheduler/param_scheduler.py
index 519e7b35b6..a2a8276c6a 100644
--- a/mmengine/optim/scheduler/param_scheduler.py
+++ b/mmengine/optim/scheduler/param_scheduler.py
@@ -563,9 +563,9 @@ def _get_value(self):
 
 @PARAM_SCHEDULERS.register_module()
 class CosineAnnealingParamScheduler(_ParamScheduler):
-    r"""Set the parameter value of each parameter group using a cosine annealing
-    schedule, where :math:`\eta_{max}` is set to the initial value and
-    :math:`T_{cur}` is the number of epochs since the last restart in SGDR:
+    r"""Set the parameter value of each parameter group using a cosine
+    annealing schedule, where :math:`\eta_{max}` is set to the initial value
+    and :math:`T_{cur}` is the number of epochs since the last restart in SGDR:
 
     .. math::
         \begin{aligned}
diff --git a/mmengine/runner/log_processor.py b/mmengine/runner/log_processor.py
index 7f36672b37..756ea00f1b 100644
--- a/mmengine/runner/log_processor.py
+++ b/mmengine/runner/log_processor.py
@@ -129,7 +129,8 @@ def get_log_after_iter(self, runner, batch_idx: int,
         for key, value in tag.items():
             if key.endswith('lr'):
                 log_tag.pop(key)
-                lr_str_list.append(f'{key}: ' f'{value:.{self.num_digits}e}')
+                lr_str_list.append(f'{key}: '
+                                   f'{value:.{self.num_digits}e}')
         lr_str = ' '.join(lr_str_list)
         # Format log header.
         # by_epoch == True
diff --git a/setup.cfg b/setup.cfg
index 6ed46e8ad6..61a3c5faa1 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -13,4 +13,4 @@ BLANK_LINE_BEFORE_NESTED_CLASS_OR_DEF = true
 SPLIT_BEFORE_EXPRESSION_AFTER_OPENING_PAREN = true
 
 [codespell]
-ignore-words-list = nd, ba
+ignore-words-list = nd, ba, warmup