diff --git a/doc/fluid/api/initializer.rst b/doc/fluid/api/initializer.rst
index ee69925fda6b3fc850cfb632e8edd359e7fcff9c..f186c9c85a640da49d95a1a62c721b09b3007d83 100644
--- a/doc/fluid/api/initializer.rst
+++ b/doc/fluid/api/initializer.rst
@@ -33,3 +33,45 @@ Xavier
     :members:
     :noindex:
 
+MSRA
+------
+
+..  autoclass:: paddle.fluid.initializer.MSRA
+    :members:
+    :noindex:
+
+ConstantInitializer
+-------------------
+
+..  autoclass:: paddle.fluid.initializer.ConstantInitializer
+    :members:
+    :noindex:
+
+UniformInitializer
+------------------
+
+..  autoclass:: paddle.fluid.initializer.UniformInitializer
+    :members:
+    :noindex:
+
+NormalInitializer
+-----------------
+
+..  autoclass:: paddle.fluid.initializer.NormalInitializer
+    :members:
+    :noindex:
+
+XavierInitializer
+-----------------
+
+..  autoclass:: paddle.fluid.initializer.XavierInitializer
+    :members:
+    :noindex:
+    MSRA
+    ------
+
+MSRAInitializer
+-----------------
+..  autoclass:: paddle.fluid.initializer.MSRAInitializer
+    :members:
+    :noindex:
diff --git a/python/paddle/fluid/initializer.py b/python/paddle/fluid/initializer.py
index 4e132ed26183eaa5e572128e679cdbffd42e5a42..6b74eaba8d986a750de7300b061c57157c63badb 100644
--- a/python/paddle/fluid/initializer.py
+++ b/python/paddle/fluid/initializer.py
@@ -17,9 +17,9 @@ import numpy as np
 import contextlib
 
 __all__ = [
-    'Constant', 'Uniform', 'Normal', 'Xavier', 'force_init_on_cpu',
+    'Constant', 'Uniform', 'Normal', 'Xavier', 'MSRA', 'force_init_on_cpu',
     'init_on_cpu', 'ConstantInitializer', 'UniformInitializer',
-    'NormalInitializer', 'XavierInitializer'
+    'NormalInitializer', 'XavierInitializer', 'MSRAInitializer'
 ]
 
 _force_init_on_cpu_ = False