diff --git a/python/paddle/fluid/layers/math_op_patch.py b/python/paddle/fluid/layers/math_op_patch.py
index fc2555e7c277817d4ed901a1da5e3835d9cc6596..fd1e7f800b928cfcecb9e09877f08c42c81defa6 100644
--- a/python/paddle/fluid/layers/math_op_patch.py
+++ b/python/paddle/fluid/layers/math_op_patch.py
@@ -14,7 +14,7 @@
 
 from __future__ import print_function
 
-import logging
+import warnings
 import inspect
 
 from .. import core
@@ -268,7 +268,7 @@ def monkey_patch_variable():
                 stack = inspect.stack()[1]
                 file_name = stack[1]
                 line_num = stack[2]
-                logging.warning(
+                warnings.warn(
                     "%s:%s\nThe behavior of expression %s has been unified with %s(X, Y, axis=-1) from Paddle 2.0. "
                     "If your code works well in the older versions but crashes in this version, try to use "
                     "%s(X, Y, axis=0) instead of %s. This transitional warning will be dropped in the future."
diff --git a/python/paddle/fluid/reader.py b/python/paddle/fluid/reader.py
index 6b716ff82f10a4d7a47489a15568b6dfbf0f87fc..06d74386b88a0b0466394cebd9076ea05bf470c5 100644
--- a/python/paddle/fluid/reader.py
+++ b/python/paddle/fluid/reader.py
@@ -27,6 +27,7 @@ from .dataloader.dataloader_iter import _DataLoaderIterSingleProcess, _DataLoade
 from .layers.io import monkey_patch_reader_methods, _copy_reader_var_, double_buffer
 from .unique_name import UniqueNameGenerator
 import logging
+import warnings
 from .dataset import DatasetBase, InMemoryDataset
 
 ### Dygraph DataLoader configs ###
@@ -313,9 +314,9 @@ class DataLoader(object):
         assert num_workers >= 0, "num_workers should be a non-negative value"
         if num_workers > 0 and (sys.platform == 'darwin' or
                                 sys.platform == 'win32'):
-            logging.warning(
-                "multi-process mode not support MacOs and Windows currently." \
-                " use signle-process with num_workers = 0 instead")
+            warnings.warn(
+                "DataLoader with multi-process mode is not supported on MacOs and Windows currently." \
+                " Please use signle-process mode with num_workers = 0 instead")
             num_workers = 0
         self.num_workers = num_workers
 
@@ -670,13 +671,13 @@ class DygraphGeneratorLoader(DataLoaderBase):
         self._use_double_buffer = use_double_buffer
 
         if not iterable:
-            logging.warning(
-                "Please NOTE: imperative mode can support iterable mode only. Change to iterable mode."
+            warnings.warn(
+                "Please NOTE: DygraphGeneratorLoader supports iterable mode only. Change to iterable mode."
             )
         self._iterable = True
         if not return_list:
-            logging.warning(
-                "Please NOTE: imperative mode can support return as list only. Change to return as list."
+            warnings.warn(
+                "Please NOTE: DygraphGeneratorLoader supports returning as list only. Change to return as list."
             )
         self._return_list = True
 
@@ -684,8 +685,8 @@ class DygraphGeneratorLoader(DataLoaderBase):
         self._use_multiprocess = use_multiprocess
         if self._use_multiprocess and (sys.platform == 'darwin' or
                                        sys.platform == 'win32'):
-            logging.warning(
-                "NOTE: The multiprocess mode does not currently support MacOs and Windows."
+            warnings.warn(
+                "NOTE: DygraphGeneratorLoader with multiprocess mode is not currently supported on MacOs and Windows."
             )
             self._use_multiprocess = False