diff --git a/python/paddle/v2/inference.py b/python/paddle/v2/inference.py
index ec3c67d89548f68d705a9b5de80e28597e9829da..31a5d26e6ebc07a0105e02fd8fd5cc8181d5424e 100644
--- a/python/paddle/v2/inference.py
+++ b/python/paddle/v2/inference.py
@@ -37,8 +37,13 @@ class Inference(object):
         self.__gradient_machine__.finish()
 
     def iter_infer_field(self, field, **kwargs):
+        if not isinstance(field, list) and not isinstance(field, tuple):
+            field = [field]
+
         for result in self.iter_infer(**kwargs):
-            yield [each_result[field] for each_result in result]
+            for each_result in result:
+                item = [each_result[each_field] for each_field in field]
+                yield item
 
     def infer(self, field='value', **kwargs):
         retv = None