diff --git a/fastreid/modeling/heads/bnneck_head.py b/fastreid/modeling/heads/bnneck_head.py
index ead208b..35fcaae 100644
--- a/fastreid/modeling/heads/bnneck_head.py
+++ b/fastreid/modeling/heads/bnneck_head.py
@@ -5,7 +5,7 @@
 """
 
 from fastreid.layers import *
-from fastreid.utils.weight_init import weights_init_kaiming
+from fastreid.utils.weight_init import weights_init_kaiming, weights_init_classifier
 from .build import REID_HEADS_REGISTRY
 
 
@@ -22,12 +22,14 @@ class BNneckHead(nn.Module):
         # identity classification layer
         if cfg.MODEL.HEADS.CLS_LAYER == 'linear':
             self.classifier = nn.Linear(in_feat, num_classes, bias=False)
+            self.classifier.apply(weights_init_classifier)
         elif cfg.MODEL.HEADS.CLS_LAYER == 'arcface':
             self.classifier = Arcface(cfg, in_feat)
         elif cfg.MODEL.HEADS.CLS_LAYER == 'circle':
             self.classifier = Circle(cfg, in_feat)
         else:
             self.classifier = nn.Linear(in_feat, num_classes, bias=False)
+            self.classifier.apply(weights_init_classifier)
 
     def forward(self, features, targets=None):
         """