diff --git a/doc/design/ops/dist_train.md b/doc/design/ops/dist_train.md
index 0380826b0d4ccfda58f4e4dbaf6010c8db993763..0bc350d8c084ee3b3bfc4828a85d20395230cfc5 100644
--- a/doc/design/ops/dist_train.md
+++ b/doc/design/ops/dist_train.md
@@ -39,11 +39,11 @@ communicate with each other. We will need these OPs: *send*, *recv*,
Below is an example of converting the user defined graph to the
sub-graphs for the trainer and the parameter server:
-
+
After converting:
-
+
1. The parameter variable W and it's optimizer subgraph are placed on the parameter server.
1. Operators are added to the sub-graphs.