diff --git a/tests/test_super_rearrange.py b/tests/test_super_rearrange.py
new file mode 100644
index 0000000..eabf0fe
--- /dev/null
+++ b/tests/test_super_rearrange.py
@@ -0,0 +1,28 @@
+#####################################################
+# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.03 #
+#####################################################
+# pytest ./tests/test_super_rearrange.py -s         #
+#####################################################
+import sys
+import unittest
+from pathlib import Path
+
+lib_dir = (Path(__file__).parent / "..").resolve()
+print("LIB-DIR: {:}".format(lib_dir))
+if str(lib_dir) not in sys.path:
+    sys.path.insert(0, str(lib_dir))
+
+import torch
+from xautodl import xlayers
+
+
+class TestSuperReArrange(unittest.TestCase):
+    """Test the super re-arrange layer."""
+
+    def test_super_re_arrange(self):
+        layer = xlayers.SuperReArrange(
+            "b c (h p1) (w p2) -> b (h w) (c p1 p2)", p1=4, p2=4
+        )
+        tensor = torch.rand((8, 4, 32, 32))
+        print("The tensor shape: {:}".format(tensor.shape))
+        print(layer)
diff --git a/xautodl/xlayers/super_core.py b/xautodl/xlayers/super_core.py
index 7c026a6..6dacc48 100644
--- a/xautodl/xlayers/super_core.py
+++ b/xautodl/xlayers/super_core.py
@@ -47,3 +47,5 @@ super_name2activation = {
 from .super_trade_stem import SuperAlphaEBDv1
 from .super_positional_embedding import SuperDynamicPositionE
 from .super_positional_embedding import SuperPositionalEncoder
+
+from .super_rearrange import SuperReArrange
diff --git a/xautodl/xlayers/super_rearrange.py b/xautodl/xlayers/super_rearrange.py
index 9af818b..8f7da5a 100644
--- a/xautodl/xlayers/super_rearrange.py
+++ b/xautodl/xlayers/super_rearrange.py
@@ -16,15 +16,14 @@ from .super_module import IntSpaceType
 from .super_module import BoolSpaceType
 
 
-class SuperRearrange(SuperModule):
+class SuperReArrange(SuperModule):
     """Applies the rearrange operation."""
 
     def __init__(self, pattern, **axes_lengths):
-        super(SuperRearrange, self).__init__()
+        super(SuperReArrange, self).__init__()
 
         self._pattern = pattern
         self._axes_lengths = axes_lengths
-        self.reset_parameters()
 
     @property
     def abstract_search_space(self):