diff --git a/paddle_hub/module.py b/paddle_hub/module.py
index 69ad0d866a1d8ba8b0b6422d731bb6373d9dee3a..77808b786c19437a43f51532427d0ae15ae9ffa8 100644
--- a/paddle_hub/module.py
+++ b/paddle_hub/module.py
@@ -276,22 +276,37 @@ class ModuleConfig(object):
         return os.path.join(meta_path, GENERATOR_FILENAME)
 
 
-def create_module(sign_arr, program, module_dir=None, word_dict=None):
+def create_module(sign_arr, module_dir=None, word_dict=None):
     """ Create a module from main program
     """
-    assert isinstance(
-        program, fluid.Program), "program should be instance of fluid.Program"
     assert sign_arr, "signature array should not be None"
 
+    # check all variable
+    sign_arr = to_list(sign_arr)
+    program = sign_arr[0].get_inputs()[0].block.program
+    for sign in sign_arr:
+        assert isinstance(sign,
+                          Signature), "sign_arr should be list of Signature"
+
+        for input in sign.get_inputs():
+            _tmp_program = input.block.program
+            assert program == _tmp_program, "all the variable should come from the same program"
+
+        for output in sign.get_outputs():
+            _tmp_program = output.block.program
+            assert program == _tmp_program, "all the variable should come from the same program"
+
+    # create module path for saving
     if module_dir is None:
         module_dir = os.path.join(".", "hub_module")
-    # create module path for saving
     mkdir(module_dir)
 
+    # create module pb
     module_desc = module_desc_pb2.ModuleDesc()
     module_desc.version = __version__
     program = program.clone()
 
+    # save asset
     if word_dict is None:
         module_desc.contain_assets = False
     else:
@@ -332,11 +347,8 @@ def create_module(sign_arr, program, module_dir=None, word_dict=None):
 
     # save signarture info
     sign_map = module_desc.sign2var
-    sign_arr = to_list(sign_arr)
+    program = sign_arr[0].get_inputs()[0].block.program
     for sign in sign_arr:
-        assert isinstance(sign,
-                          Signature), "sign_arr should be list of Signature"
-
         if sign.get_name() in sign_map:
             raise "Error! sign_arr contains repeat signatrue %s" % sign