diff --git a/python/paddle/fluid/layers/nn.py b/python/paddle/fluid/layers/nn.py
index 1250d8a59a4eb1aa21478bc255aa0145b839b714..d1da62045df7d8850d7bdae5b98af446cf00d8fe 100644
--- a/python/paddle/fluid/layers/nn.py
+++ b/python/paddle/fluid/layers/nn.py
@@ -6099,7 +6099,7 @@ def im2sequence(input,
         padding.append(padding[0])
         padding.append(padding[1])
     inputs = {"X": input}
-    attrs = {"kernels": filter_size, "strides": stride, "padding": padding}
+    attrs = {"kernels": filter_size, "strides": stride, "paddings": padding}
     if input_image_size:
         if isinstance(out_stride, int):
             out_stride = [out_stride, out_stride]