diff --git a/models/yolo.py b/models/yolo.py
index fb01aaafedcf..e88db79ca8c7 100644
--- a/models/yolo.py
+++ b/models/yolo.py
@@ -310,11 +310,11 @@ def parse_model(d, ch):  # model_dict, input_channels(3)
 
     # Create model
     model = Model(opt.cfg).to(device)
-    model.train()
 
     # Profile
     if opt.profile:
-        img = torch.rand(16 if torch.cuda.is_available() else 1, 3, 640, 640).to(device)
+        model.eval().fuse()
+        img = torch.rand(8 if torch.cuda.is_available() else 1, 3, 640, 640).to(device)
         y = model(img, profile=True)
 
     # Test all models