diff --git a/configs/faster_rcnn_r101_1x.yml b/configs/faster_rcnn_r101_1x.yml
index 79320ccdc989bb34e38a18232dfdcf479379ea48..d940477567c447aad35fa231b38ebe7b2059c748 100644
--- a/configs/faster_rcnn_r101_1x.yml
+++ b/configs/faster_rcnn_r101_1x.yml
@@ -78,7 +78,7 @@ LearningRate:
   schedulers:
   - !PiecewiseDecay
     gamma: 0.1
-    milestones: [12000, 16000]
+    milestones: [120000, 160000]
   - !LinearWarmup
     start_factor: 0.3333333333333333
     steps: 500
diff --git a/configs/faster_rcnn_r50_1x.yml b/configs/faster_rcnn_r50_1x.yml
index a1a6f75c33d4a1170445a019cedfc882ce8689a7..10002a176c8f5352414f195ae1dab3f2f94cd5e8 100644
--- a/configs/faster_rcnn_r50_1x.yml
+++ b/configs/faster_rcnn_r50_1x.yml
@@ -78,7 +78,7 @@ LearningRate:
   schedulers:
   - !PiecewiseDecay
     gamma: 0.1
-    milestones: [12000, 16000]
+    milestones: [120000, 160000]
   - !LinearWarmup
     start_factor: 0.3333333333333333
     steps: 500
diff --git a/configs/faster_rcnn_r50_2x.yml b/configs/faster_rcnn_r50_2x.yml
index c4f46347b45dc8cbf6af8301d5f86162fad83f42..0e9686b1a7ba8f144d8903bed74fdfb546dc7779 100644
--- a/configs/faster_rcnn_r50_2x.yml
+++ b/configs/faster_rcnn_r50_2x.yml
@@ -78,7 +78,7 @@ LearningRate:
   schedulers:
   - !PiecewiseDecay
     gamma: 0.1
-    milestones: [24000, 32000]
+    milestones: [240000, 320000]
   - !LinearWarmup
     start_factor: 0.3333333333333333
     steps: 500
diff --git a/configs/faster_rcnn_r50_vd_1x.yml b/configs/faster_rcnn_r50_vd_1x.yml
index 18e6d4988127df1014711162e3d652c1735aa131..528760d94653fe3b025cc2bd29452a23df7a183c 100644
--- a/configs/faster_rcnn_r50_vd_1x.yml
+++ b/configs/faster_rcnn_r50_vd_1x.yml
@@ -80,7 +80,7 @@ LearningRate:
   schedulers:
   - !PiecewiseDecay
     gamma: 0.1
-    milestones: [12000, 16000]
+    milestones: [120000, 160000]
   - !LinearWarmup
     start_factor: 0.3333333333333333
     steps: 500