diff --git a/modelscope/utils/device.py b/modelscope/utils/device.py
index 33c0910d..6fc59e37 100644
--- a/modelscope/utils/device.py
+++ b/modelscope/utils/device.py
@@ -61,8 +61,8 @@ def device_placement(framework, device_name='gpu:0'):
     if framework == Frameworks.tf:
         import tensorflow as tf
         if device_type == Devices.gpu and not tf.test.is_gpu_available():
-            logger.warning(
-                'tensorflow cuda is not available, using cpu instead.')
+            logger.debug(
+                'tensorflow: cuda is not available, using cpu instead.')
         device_type = Devices.cpu
         if device_type == Devices.cpu:
             with tf.device('/CPU:0'):
@@ -78,7 +78,8 @@ def device_placement(framework, device_name='gpu:0'):
             if torch.cuda.is_available():
                 torch.cuda.set_device(f'cuda:{device_id}')
             else:
-                logger.warning('cuda is not available, using cpu instead.')
+                logger.debug(
+                    'pytorch: cuda is not available, using cpu instead.')
         yield
     else:
         yield
@@ -96,9 +97,7 @@ def create_device(device_name):
     if device_type == Devices.gpu:
         use_cuda = True
         if not torch.cuda.is_available():
-            logger.warning(
-                'cuda is not available, create gpu device failed, using cpu instead.'
-            )
+            logger.info('cuda is not available, using cpu instead.')
             use_cuda = False
 
     if use_cuda:
diff --git a/modelscope/utils/registry.py b/modelscope/utils/registry.py
index 7a9c79e2..73e94b3c 100644
--- a/modelscope/utils/registry.py
+++ b/modelscope/utils/registry.py
@@ -176,7 +176,7 @@ def build_from_cfg(cfg,
         raise TypeError('default_args must be a dict or None, '
                         f'but got {type(default_args)}')
 
-    # dynamic load installation reqruiements for this module
+    # dynamic load installation requirements for this module
     from modelscope.utils.import_utils import LazyImportModule
     sig = (registry.name.upper(), group_key, cfg['type'])
     LazyImportModule.import_module(sig)
@@ -193,8 +193,11 @@ def build_from_cfg(cfg,
     if isinstance(obj_type, str):
         obj_cls = registry.get(obj_type, group_key=group_key)
         if obj_cls is None:
-            raise KeyError(f'{obj_type} is not in the {registry.name}'
-                           f' registry group {group_key}')
+            raise KeyError(
+                f'{obj_type} is not in the {registry.name}'
+                f' registry group {group_key}. Please make'
+                f' sure the correct version of 1qqQModelScope library is used.'
+            )
         obj_cls.group_key = group_key
     elif inspect.isclass(obj_type) or inspect.isfunction(obj_type):
         obj_cls = obj_type