diff --git a/fastNLP/api/utils.py b/fastNLP/api/utils.py
index a54a53d9..e8e7c42a 100644
--- a/fastNLP/api/utils.py
+++ b/fastNLP/api/utils.py
@@ -20,10 +20,10 @@ except ImportError:
         from urllib.request import urlopen
         from urllib.parse import urlparse
 try:
-    from tqdm import tqdm
-except ImportError:
-    tqdm = None  # defined below
-
+    from tqdm.auto import tqdm
+except:
+    from ..core.utils import _pseudo_tqdm as tqdm
+    
 # matches bfd8deac from resnet18-bfd8deac.pth
 HASH_REGEX = re.compile(r'-([a-f0-9]*)\.')
 
diff --git a/fastNLP/automl/enas_trainer.py b/fastNLP/automl/enas_trainer.py
index a9b1b8c3..8f51c2cd 100644
--- a/fastNLP/automl/enas_trainer.py
+++ b/fastNLP/automl/enas_trainer.py
@@ -9,7 +9,7 @@ import numpy as np
 import torch
 
 try:
-    from tqdm.autonotebook import tqdm
+    from tqdm.auto import tqdm
 except:
     from ..core.utils import _pseudo_tqdm as tqdm
 
diff --git a/fastNLP/core/trainer.py b/fastNLP/core/trainer.py
index 90aa0c19..40eea4a5 100644
--- a/fastNLP/core/trainer.py
+++ b/fastNLP/core/trainer.py
@@ -311,7 +311,7 @@ import torch
 from torch import nn
 
 try:
-    from tqdm.autonotebook import tqdm
+    from tqdm.auto import tqdm
 except:
     from .utils import _pseudo_tqdm as tqdm
 
diff --git a/fastNLP/io/dataset_loader.py b/fastNLP/io/dataset_loader.py
index 6d64ede2..1fe92e23 100644
--- a/fastNLP/io/dataset_loader.py
+++ b/fastNLP/io/dataset_loader.py
@@ -20,7 +20,10 @@ from .file_reader import _read_csv, _read_json, _read_conll
 
 
 def _download_from_url(url, path):
-    from tqdm import tqdm
+    try:
+        from tqdm.auto import tqdm
+    except:
+        from ..core.utils import _pseudo_tqdm as tqdm
     import requests
     
     """Download file"""
diff --git a/fastNLP/models/enas_trainer.py b/fastNLP/models/enas_trainer.py
index 824b8184..cce93556 100644
--- a/fastNLP/models/enas_trainer.py
+++ b/fastNLP/models/enas_trainer.py
@@ -9,7 +9,7 @@ import torch
 import math
 
 try:
-    from tqdm.autonotebook import tqdm
+    from tqdm.auto import tqdm
 except:
     from ..core.utils import _pseudo_tqdm as tqdm