diff --git a/turtorial/finetune_icnet.md b/turtorial/finetune_icnet.md
index e7b80574224cfa69eb94350794e5bf185b98c1b3..54aa9d43c395abe32b76cfcdf74759fe58753cd7 100644
--- a/turtorial/finetune_icnet.md
+++ b/turtorial/finetune_icnet.md
@@ -83,7 +83,7 @@ TEST:
     TEST_MODEL: "./saved_model/icnet_pet/final"
 SOLVER:
     NUM_EPOCHS: 100
-    LR: 0.01
+    LR: 0.005
     LR_POLICY: "poly"
     OPTIMIZER: "sgd"
 ```