diff --git a/configs/yolov3/_base_/optimizer_40e.yml b/configs/yolov3/_base_/optimizer_40e.yml
new file mode 100644
index 0000000000000000000000000000000000000000..0f858df59921e20398e34d019277e39c10abd583
--- /dev/null
+++ b/configs/yolov3/_base_/optimizer_40e.yml
@@ -0,0 +1,21 @@
+epoch: 40
+
+LearningRate:
+  base_lr: 0.0001
+  schedulers:
+  - !PiecewiseDecay
+    gamma: 0.1
+    milestones:
+    - 32
+    - 36
+  - !LinearWarmup
+    start_factor: 0.3333333333333333
+    steps: 100
+
+OptimizerBuilder:
+  optimizer:
+    momentum: 0.9
+    type: Momentum
+  regularizer:
+    factor: 0.0005
+    type: L2
diff --git a/configs/yolov3/yolov3_mobilenet_v1_roadsign.yml b/configs/yolov3/yolov3_mobilenet_v1_roadsign.yml
index d899375244a603c38061dc3e6aae00021ef47113..e897276c655ad97aa57f0ca195bba4db9900b5a8 100644
--- a/configs/yolov3/yolov3_mobilenet_v1_roadsign.yml
+++ b/configs/yolov3/yolov3_mobilenet_v1_roadsign.yml
@@ -1,6 +1,7 @@
 _BASE_: [
   '../datasets/roadsign_voc.yml',
   '../runtime.yml',
+  '_base_/optimizer_40e.yml',
   '_base_/yolov3_mobilenet_v1.yml',
   '_base_/yolov3_reader.yml',
 ]
@@ -10,24 +11,3 @@ weights: output/yolov3_mobilenet_v1_roadsign/model_final
 YOLOv3Loss:
   ignore_thresh: 0.7
   label_smooth: true
-
-snapshot_epoch: 2
-epoch: 40
-
-LearningRate:
-  base_lr: 0.0001
-  schedulers:
-  - !PiecewiseDecay
-    gamma: 0.1
-    milestones: [32, 36]
-  - !LinearWarmup
-    start_factor: 0.3333333333333333
-    steps: 100
-
-OptimizerBuilder:
-  optimizer:
-    momentum: 0.9
-    type: Momentum
-  regularizer:
-    factor: 0.0005
-    type: L2