diff --git a/python/paddle/fluid/contrib/slim/quantization/quantization_pass.py b/python/paddle/fluid/contrib/slim/quantization/quantization_pass.py
index fcf7a51113..f04869156f 100644
--- a/python/paddle/fluid/contrib/slim/quantization/quantization_pass.py
+++ b/python/paddle/fluid/contrib/slim/quantization/quantization_pass.py
@@ -83,7 +83,7 @@ _op_real_in_out_name = {
     "swish": [["X"], ["Out"]],
     "dropout": [["X"], ["Out"]],
     "batch_norm": [["X"], ["Y"]],
-    "sigmoid": [["X"], ["Y"]],
+    "sigmoid": [["X"], ["Out"]],
 }