diff --git a/caffe2fluid/doc/Reduction.md b/caffe2fluid/doc/Reduction.md
index bf73a144942606f03c2c9eb9024aa7faf98c6782..b05530a2593be5d2cb7fa12ec926f1fc7086d3ee 100644
--- a/caffe2fluid/doc/Reduction.md
+++ b/caffe2fluid/doc/Reduction.md
@@ -8,7 +8,7 @@ layer {
     type: "Reduction"
     bottom: "reduce"
     top: “reduce"
-    reduction_param{
+    reduction_param {
         operation: SUM
 	axis: 1
 	coeff: 2
@@ -54,7 +54,7 @@ layer {
     type: "Reduction"
     bottom: "reduce"
     top: “reduce"
-    reduction_param{
+    reduction_param {
 	operation: SUM
 	axis: 2
 	coeff: 2