diff --git a/models.py b/models.py
index ea86a726..304100e7 100755
--- a/models.py
+++ b/models.py
@@ -159,8 +159,8 @@ class YOLOLayer(nn.Module):
                 lh = 5 * MSELoss(h[mask], th[mask])
                 lconf = 1.5 * BCEWithLogitsLoss(pred_conf[mask], mask[mask].float())
 
-                lcls = CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1))
-                # lcls = BCEWithLogitsLoss(pred_cls[mask], tcls.float())
+                # lcls = CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1))
+                lcls = 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])