diff --git a/models.py b/models.py
index 3a6f5b13..ab059cfa 100755
--- a/models.py
+++ b/models.py
@@ -172,8 +172,8 @@ class YOLOLayer(nn.Module):
                 # lconf = k * BCEWithLogitsLoss(pred_conf[mask], mask[mask].float())
                 lconf = k * BCEWithLogitsLoss(pred_conf, mask.float())
 
-                lcls = k * CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1))
-                # lcls = k * BCEWithLogitsLoss(pred_cls[mask], tcls.float())
+                # lcls = (k / 10) * CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1))
+                lcls = k * 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])