diff --git a/test/io/test_model_io.py b/test/io/test_model_io.py
new file mode 100644
index 00000000..b8960492
--- /dev/null
+++ b/test/io/test_model_io.py
@@ -0,0 +1,25 @@
+import os
+import unittest
+
+from fastNLP.io import ModelSaver, ModelLoader
+from fastNLP.models import CNNText
+
+
+class TestModelIO(unittest.TestCase):
+    def test_save_and_load(self):
+        model = CNNText((10, 10), 2)
+        saver = ModelSaver('tmp')
+        loader = ModelLoader()
+        saver.save_pytorch(model)
+        
+        new_cnn = CNNText((10, 10), 2)
+        loader.load_pytorch(new_cnn, 'tmp')
+        
+        new_model = loader.load_pytorch_model('tmp')
+        
+        for i in range(10):
+            for j in range(10):
+                self.assertEqual(model.embed.embed.weight[i, j], new_cnn.embed.embed.weight[i, j])
+                self.assertEqual(model.embed.embed.weight[i, j], new_model["embed.embed.weight"][i, j])
+        
+        os.system('rm tmp')