diff --git a/train.py b/train.py
index 5f67dda..93a4dc4 100644
--- a/train.py
+++ b/train.py
@@ -21,10 +21,10 @@ log_path = 'train_log'
 def get_learning_rate(step):
     if step < 2000:
         mul = step / 2000.
-        return 1e-4 * mul
+        return 3e-4 * mul
     else:
         mul = np.cos((step - 2000) / (args.epoch * args.step_per_epoch - 2000.) * math.pi) * 0.5 + 0.5
-        return (1e-4 - 1e-5) * mul + 1e-5
+        return (3e-4 - 3e-5) * mul + 3e-5
 
 def flow2rgb(flow_map_np):
     h, w, _ = flow_map_np.shape