diff --git a/paddle/framework/attribute.cc b/paddle/framework/attribute.cc
index 27132eaa0b3b0666fc042faf052dac2e169ba9e7..e18d1add9650290d81f94a288cea91b374fbf475 100644
--- a/paddle/framework/attribute.cc
+++ b/paddle/framework/attribute.cc
@@ -19,6 +19,10 @@ limitations under the License. */
 namespace paddle {
 namespace framework {
 
+template <>
+AttrType AttrTypeID<bool>() {
+  return BOOL;
+}
 template <>
 AttrType AttrTypeID<int>() {
   return INT;
@@ -32,6 +36,10 @@ AttrType AttrTypeID<std::string>() {
   return STRING;
 }
 template <>
+AttrType AttrTypeID<std::vector<bool>>() {
+  return BOOLS;
+}
+template <>
 AttrType AttrTypeID<std::vector<int>>() {
   return INTS;
 }
@@ -50,6 +58,9 @@ AttrType AttrTypeID<std::vector<std::pair<int, int>>>() {
 
 Attribute GetAttrValue(const OpDesc::Attr& attr_desc) {
   switch (attr_desc.type()) {
+    case paddle::framework::AttrType::BOOL: {
+      return attr_desc.b();
+    }
     case paddle::framework::AttrType::INT: {
       return attr_desc.i();
     }
@@ -59,6 +70,13 @@ Attribute GetAttrValue(const OpDesc::Attr& attr_desc) {
     case paddle::framework::AttrType::STRING: {
       return attr_desc.s();
     }
+    case paddle::framework::AttrType::BOOLS: {
+      std::vector<bool> val(attr_desc.bools_size());
+      for (int i = 0; i < attr_desc.bools_size(); ++i) {
+        val[i] = attr_desc.bools(i);
+      }
+      return val;
+    }
     case paddle::framework::AttrType::INTS: {
       std::vector<int> val(attr_desc.ints_size());
       for (int i = 0; i < attr_desc.ints_size(); ++i) {
diff --git a/paddle/framework/attribute.h b/paddle/framework/attribute.h
index 2b788a76cafe198abb9aed8ba842e37cc6ff73a6..3232a9003ebe2ad79035d1ac3ad93582622d2f41 100644
--- a/paddle/framework/attribute.h
+++ b/paddle/framework/attribute.h
@@ -27,8 +27,9 @@ limitations under the License. */
 namespace paddle {
 namespace framework {
 
-typedef boost::variant<boost::blank, int, float, std::string, std::vector<int>,
-                       std::vector<float>, std::vector<std::string>,
+typedef boost::variant<boost::blank, bool, int, float, std::string,
+                       std::vector<bool>, std::vector<int>, std::vector<float>,
+                       std::vector<std::string>,
                        std::vector<std::pair<int, int>>>
     Attribute;
 
diff --git a/paddle/framework/framework.proto b/paddle/framework/framework.proto
index dfcb5fb6210a08f35193b83e3b5f7cee92f618d7..ec7b750d812ba2330cddaa1f7b1176ca2c882d79 100644
--- a/paddle/framework/framework.proto
+++ b/paddle/framework/framework.proto
@@ -23,6 +23,8 @@ enum AttrType {
   FLOATS = 4;
   STRINGS = 5;
   INT_PAIRS = 6;
+  BOOL = 7;
+  BOOLS = 8;
 }
 
 message IntPair {
@@ -44,6 +46,8 @@ message OpDesc {
     repeated float floats = 7;
     repeated string strings = 8;
     repeated IntPair int_pairs = 9;
+    optional bool b = 10;
+    repeated bool bools = 6;
   };
 
   message Var {
diff --git a/python/paddle/v2/framework/op.py b/python/paddle/v2/framework/op.py
index 6cca41e43b38b8cccb65ff9b347ef226dddecd4d..93dfbc5d300494aa0830cd43ea91e359a2b54ae3 100644
--- a/python/paddle/v2/framework/op.py
+++ b/python/paddle/v2/framework/op.py
@@ -89,12 +89,16 @@ class OpDescCreationMethod(object):
                     new_attr.f = user_defined_attr
                 elif attr.type == framework_pb2.STRING:
                     new_attr.s = user_defined_attr
+                elif attr.type == framework_pb2.BOOL:
+                    new_attr.b = user_defined_attr
                 elif attr.type == framework_pb2.INTS:
                     new_attr.ints.extend(user_defined_attr)
                 elif attr.type == framework_pb2.FLOATS:
                     new_attr.floats.extend(user_defined_attr)
                 elif attr.type == framework_pb2.STRINGS:
                     new_attr.strings.extend(user_defined_attr)
+                elif attr.type == framework_pb2.BOOLS:
+                    new_attr.bools.extend(user_defined_attr)
                 elif attr.type == framework_pb2.INT_PAIRS:
                     for p in user_defined_attr:
                         pair = new_attr.int_pairs.add()