diff --git a/models.py b/models.py
index 8e175d2e..33b615bb 100755
--- a/models.py
+++ b/models.py
@@ -173,9 +173,8 @@ class YOLOLayer(nn.Module):
 
                 # lconf = k * BCEWithLogitsLoss(pred_conf[mask], mask[mask].float())
                 lconf = (k * 10) * BCEWithLogitsLoss(pred_conf, mask.float())
-                lconf += k * BCEWithLogitsLoss(pred_conf[mask], mask[mask].float())
 
-                lcls = (k / 20) * CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1))
+                lcls = (k / 1) * CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1))
                 # lcls = (k * 10) * BCEWithLogitsLoss(pred_cls[mask], tcls.float())
             else:
                 lx, ly, lw, lh, lcls, lconf = FT([0]), FT([0]), FT([0]), FT([0]), FT([0]), FT([0])