diff -r b110dd3d6cea Doc/library/2to3.rst
--- a/Doc/library/2to3.rst	Thu Jun 02 10:20:16 2016 -0700
+++ b/Doc/library/2to3.rst	Thu Jun 02 12:19:05 2016 -0700
@@ -377,7 +377,7 @@
 
 .. 2to3fixer:: reload
 
-   Converts :func:`reload` to :func:`imp.reload`.
+   Converts :func:`reload` to :func:`importlib.reload`.
 
 .. 2to3fixer:: renames
 
diff -r b110dd3d6cea Lib/lib2to3/fixes/fix_reload.py
--- a/Lib/lib2to3/fixes/fix_reload.py	Thu Jun 02 10:20:16 2016 -0700
+++ b/Lib/lib2to3/fixes/fix_reload.py	Thu Jun 02 12:19:05 2016 -0700
@@ -1,6 +1,6 @@
 """Fixer for reload().
 
-reload(s) -> imp.reload(s)"""
+reload(s) -> importlib.reload(s)"""
 
 # Local imports
 from .. import fixer_base
@@ -22,7 +22,7 @@
     """
 
     def transform(self, node, results):
-        names = ('imp', 'reload')
+        names = ('importlib', 'reload')
         new = ImportAndCall(node, results, names)
-        touch_import(None, 'imp', node)
+        touch_import(None, 'importlib', node)
         return new
diff -r b110dd3d6cea Lib/lib2to3/tests/test_fixers.py
--- a/Lib/lib2to3/tests/test_fixers.py	Thu Jun 02 10:20:16 2016 -0700
+++ b/Lib/lib2to3/tests/test_fixers.py	Thu Jun 02 12:19:05 2016 -0700
@@ -286,30 +286,30 @@
 
     def test(self):
         b = """reload(a)"""
-        a = """import imp\nimp.reload(a)"""
+        a = """import importlib\nimportlib.reload(a)"""
         self.check(b, a)
 
     def test_comment(self):
         b = """reload( a ) # comment"""
-        a = """import imp\nimp.reload( a ) # comment"""
+        a = """import importlib\nimportlib.reload( a ) # comment"""
         self.check(b, a)
 
         # PEP 8 comments
         b = """reload( a )  # comment"""
-        a = """import imp\nimp.reload( a )  # comment"""
+        a = """import importlib\nimportlib.reload( a )  # comment"""
         self.check(b, a)
 
     def test_space(self):
         b = """reload( a )"""
-        a = """import imp\nimp.reload( a )"""
+        a = """import importlib\nimportlib.reload( a )"""
         self.check(b, a)
 
         b = """reload( a)"""
-        a = """import imp\nimp.reload( a)"""
+        a = """import importlib\nimportlib.reload( a)"""
         self.check(b, a)
 
         b = """reload(a )"""
-        a = """import imp\nimp.reload(a )"""
+        a = """import importlib\nimportlib.reload(a )"""
         self.check(b, a)
 
     def test_unchanged(self):