Traceback (most recent call last):
  File "train.py", line 197, in <module>
    model = build_model() #opt.modelname, opt.class_num, opt.arch)
  File "/home/staff/cassidbi/bc/seg/HarDNet/utils/utils.py", line 69, in build_model
    model = KingMSEG_lawin_loss4(class_num=class_num).cuda()
  File "/home/staff/cassidbi/bc/seg/HarDNet/lib/HarDMSEG.py", line 39, in __init__
    self.backbone = kingnet53(arch=53, depth_wise=False, pretrained=True)
  File "/home/staff/cassidbi/bc/seg/HarDNet/lib/kingnet.py", line 289, in kingnet53
    model = KingNet(arch=53, pretrained=True)
  File "/home/staff/cassidbi/bc/seg/HarDNet/lib/kingnet.py", line 268, in __init__
    self.load_state_dict(weights)
  File "/home/staff/cassidbi/miniconda3/envs/hdn/lib/python3.8/site-packages/torch/nn/modules/module.py", line 2189, in load_state_dict
    raise RuntimeError('Error(s) in loading state_dict for {}:\n\t{}'.format(
RuntimeError: Error(s) in loading state_dict for KingNet:
	Missing key(s) in state_dict: "base.0.conv.weight", "base.0.ibn.IN.weight", "base.0.ibn.IN.bias", "base.0.ibn.BN.weight", "base.0.ibn.BN.bias", "base.0.ibn.BN.running_mean", "base.0.ibn.BN.running_var", "base.0.prelu.weight", "base.1.conv.weight", "base.1.sn.weight", "base.1.sn.bias", "base.1.sn.mean_weight", "base.1.sn.var_weight", "base.1.sn.running_mean", "base.1.sn.running_var", "base.1.prelu.weight", "base.3.layers.0.conv.weight", "base.3.layers.0.norm.weight", "base.3.layers.0.norm.bias", "base.3.layers.0.norm.running_mean", "base.3.layers.0.norm.running_var", "base.3.layers.0.prelu.weight", "base.3.layers.1.conv.weight", "base.3.layers.1.norm.weight", "base.3.layers.1.norm.bias", "base.3.layers.1.norm.running_mean", "base.3.layers.1.norm.running_var", "base.3.layers.1.prelu.weight", "base.3.layers.2.conv.weight", "base.3.layers.2.norm.weight", "base.3.layers.2.norm.bias", "base.3.layers.2.norm.running_mean", "base.3.layers.2.norm.running_var", "base.3.layers.2.prelu.weight", "base.3.layers.3.conv.weight", "base.3.layers.3.norm.weight", "base.3.layers.3.norm.bias", "base.3.layers.3.norm.running_mean", "base.3.layers.3.norm.running_var", "base.3.layers.3.prelu.weight", "base.3.layers.4.conv.weight", "base.3.layers.4.norm.weight", "base.3.layers.4.norm.bias", "base.3.layers.4.norm.running_mean", "base.3.layers.4.norm.running_var", "base.3.layers.4.prelu.weight", "base.3.layers.5.conv.weight", "base.3.layers.5.norm.weight", "base.3.layers.5.norm.bias", "base.3.layers.5.norm.running_mean", "base.3.layers.5.norm.running_var", "base.3.layers.5.prelu.weight", "base.3.layers.6.conv.weight", "base.3.layers.6.norm.weight", "base.3.layers.6.norm.bias", "base.3.layers.6.norm.running_mean", "base.3.layers.6.norm.running_var", "base.3.layers.6.prelu.weight", "base.3.layers.7.conv.weight", "base.3.layers.7.norm.weight", "base.3.layers.7.norm.bias", "base.3.layers.7.norm.running_mean", "base.3.layers.7.norm.running_var", "base.3.layers.7.prelu.weight", "base.3.layers.8.conv.weight", "base.3.layers.8.norm.weight", "base.3.layers.8.norm.bias", "base.3.layers.8.norm.running_mean", "base.3.layers.8.norm.running_var", "base.3.layers.8.prelu.weight", "base.3.layers.9.conv.weight", "base.3.layers.9.norm.weight", "base.3.layers.9.norm.bias", "base.3.layers.9.norm.running_mean", "base.3.layers.9.norm.running_var", "base.3.layers.9.prelu.weight", "base.3.layers.10.conv.weight", "base.3.layers.10.norm.weight", "base.3.layers.10.norm.bias", "base.3.layers.10.norm.running_mean", "base.3.layers.10.norm.running_var", "base.3.layers.10.prelu.weight", "base.4.fc.0.weight", "base.4.fc.2.weight", "base.5.conv.weight", "base.5.norm.weight", "base.5.norm.bias", "base.5.norm.running_mean", "base.5.norm.running_var", "base.5.prelu.weight", "base.7.layers.0.conv.weight", "base.7.layers.0.norm.weight", "base.7.layers.0.norm.bias", "base.7.layers.0.norm.running_mean", "base.7.layers.0.norm.running_var", "base.7.layers.0.prelu.weight", "base.7.layers.1.conv.weight", "base.7.layers.1.norm.weight", "base.7.layers.1.norm.bias", "base.7.layers.1.norm.running_mean", "base.7.layers.1.norm.running_var", "base.7.layers.1.prelu.weight", "base.7.layers.2.conv.weight", "base.7.layers.2.norm.weight", "base.7.layers.2.norm.bias", "base.7.layers.2.norm.running_mean", "base.7.layers.2.norm.running_var", "base.7.layers.2.prelu.weight", "base.7.layers.3.conv.weight", "base.7.layers.3.norm.weight", "base.7.layers.3.norm.bias", "base.7.layers.3.norm.running_mean", "base.7.layers.3.norm.running_var", "base.7.layers.3.prelu.weight", "base.7.layers.4.conv.weight", "base.7.layers.4.norm.weight", "base.7.layers.4.norm.bias", "base.7.layers.4.norm.running_mean", "base.7.layers.4.norm.running_var", "base.7.layers.4.prelu.weight", "base.7.layers.5.conv.weight", "base.7.layers.5.norm.weight", "base.7.layers.5.norm.bias", "base.7.layers.5.norm.running_mean", "base.7.layers.5.norm.running_var", "base.7.layers.5.prelu.weight", "base.7.layers.6.conv.weight", "base.7.layers.6.norm.weight", "base.7.layers.6.norm.bias", "base.7.layers.6.norm.running_mean", "base.7.layers.6.norm.running_var", "base.7.layers.6.prelu.weight", "base.7.layers.7.conv.weight", "base.7.layers.7.norm.weight", "base.7.layers.7.norm.bias", "base.7.layers.7.norm.running_mean", "base.7.layers.7.norm.running_var", "base.7.layers.7.prelu.weight", "base.7.layers.8.conv.weight", "base.7.layers.8.norm.weight", "base.7.layers.8.norm.bias", "base.7.layers.8.norm.running_mean", "base.7.layers.8.norm.running_var", "base.7.layers.8.prelu.weight", "base.7.layers.9.conv.weight", "base.7.layers.9.norm.weight", "base.7.layers.9.norm.bias", "base.7.layers.9.norm.running_mean", "base.7.layers.9.norm.running_var", "base.7.layers.9.prelu.weight", "base.7.layers.10.conv.weight", "base.7.layers.10.norm.weight", "base.7.layers.10.norm.bias", "base.7.layers.10.norm.running_mean", "base.7.layers.10.norm.running_var", "base.7.layers.10.prelu.weight", "base.8.fc.0.weight", "base.8.fc.2.weight", "base.9.conv.weight", "base.9.norm.weight", "base.9.norm.bias", "base.9.norm.running_mean", "base.9.norm.running_var", "base.9.prelu.weight", "base.10.layers.0.conv.weight", "base.10.layers.0.norm.weight", "base.10.layers.0.norm.bias", "base.10.layers.0.norm.running_mean", "base.10.layers.0.norm.running_var", "base.10.layers.0.prelu.weight", "base.10.layers.1.conv.weight", "base.10.layers.1.norm.weight", "base.10.layers.1.norm.bias", "base.10.layers.1.norm.running_mean", "base.10.layers.1.norm.running_var", "base.10.layers.1.prelu.weight", "base.10.layers.2.conv.weight", "base.10.layers.2.norm.weight", "base.10.layers.2.norm.bias", "base.10.layers.2.norm.running_mean", "base.10.layers.2.norm.running_var", "base.10.layers.2.prelu.weight", "base.10.layers.3.conv.weight", "base.10.layers.3.norm.weight", "base.10.layers.3.norm.bias", "base.10.layers.3.norm.running_mean", "base.10.layers.3.norm.running_var", "base.10.layers.3.prelu.weight", "base.10.layers.4.conv.weight", "base.10.layers.4.norm.weight", "base.10.layers.4.norm.bias", "base.10.layers.4.norm.running_mean", "base.10.layers.4.norm.running_var", "base.10.layers.4.prelu.weight", "base.10.layers.5.conv.weight", "base.10.layers.5.norm.weight", "base.10.layers.5.norm.bias", "base.10.layers.5.norm.running_mean", "base.10.layers.5.norm.running_var", "base.10.layers.5.prelu.weight", "base.10.layers.6.conv.weight", "base.10.layers.6.norm.weight", "base.10.layers.6.norm.bias", "base.10.layers.6.norm.running_mean", "base.10.layers.6.norm.running_var", "base.10.layers.6.prelu.weight", "base.10.layers.7.conv.weight", "base.10.layers.7.norm.weight", "base.10.layers.7.norm.bias", "base.10.layers.7.norm.running_mean", "base.10.layers.7.norm.running_var", "base.10.layers.7.prelu.weight", "base.10.layers.8.conv.weight", "base.10.layers.8.norm.weight", "base.10.layers.8.norm.bias", "base.10.layers.8.norm.running_mean", "base.10.layers.8.norm.running_var", "base.10.layers.8.prelu.weight", "base.10.layers.9.conv.weight", "base.10.layers.9.norm.weight", "base.10.layers.9.norm.bias", "base.10.layers.9.norm.running_mean", "base.10.layers.9.norm.running_var", "base.10.layers.9.prelu.weight", "base.10.layers.10.conv.weight", "base.10.layers.10.norm.weight", "base.10.layers.10.norm.bias", "base.10.layers.10.norm.running_mean", "base.10.layers.10.norm.running_var", "base.10.layers.10.prelu.weight", "base.10.layers.11.conv.weight", "base.10.layers.11.norm.weight", "base.10.layers.11.norm.bias", "base.10.layers.11.norm.running_mean", "base.10.layers.11.norm.running_var", "base.10.layers.11.prelu.weight", "base.11.fc.0.weight", "base.11.fc.2.weight", "base.12.conv.weight", "base.12.norm.weight", "base.12.norm.bias", "base.12.norm.running_mean", "base.12.norm.running_var", "base.12.prelu.weight", "base.14.layers.0.conv.weight", "base.14.layers.0.norm.weight", "base.14.layers.0.norm.bias", "base.14.layers.0.norm.running_mean", "base.14.layers.0.norm.running_var", "base.14.layers.0.prelu.weight", "base.14.layers.1.conv.weight", "base.14.layers.1.norm.weight", "base.14.layers.1.norm.bias", "base.14.layers.1.norm.running_mean", "base.14.layers.1.norm.running_var", "base.14.layers.1.prelu.weight", "base.14.layers.2.conv.weight", "base.14.layers.2.norm.weight", "base.14.layers.2.norm.bias", "base.14.layers.2.norm.running_mean", "base.14.layers.2.norm.running_var", "base.14.layers.2.prelu.weight", "base.14.layers.3.conv.weight", "base.14.layers.3.norm.weight", "base.14.layers.3.norm.bias", "base.14.layers.3.norm.running_mean", "base.14.layers.3.norm.running_var", "base.14.layers.3.prelu.weight", "base.14.layers.4.conv.weight", "base.14.layers.4.norm.weight", "base.14.layers.4.norm.bias", "base.14.layers.4.norm.running_mean", "base.14.layers.4.norm.running_var", "base.14.layers.4.prelu.weight", "base.14.layers.5.conv.weight", "base.14.layers.5.norm.weight", "base.14.layers.5.norm.bias", "base.14.layers.5.norm.running_mean", "base.14.layers.5.norm.running_var", "base.14.layers.5.prelu.weight", "base.14.layers.6.conv.weight", "base.14.layers.6.norm.weight", "base.14.layers.6.norm.bias", "base.14.layers.6.norm.running_mean", "base.14.layers.6.norm.running_var", "base.14.layers.6.prelu.weight", "base.14.layers.7.conv.weight", "base.14.layers.7.norm.weight", "base.14.layers.7.norm.bias", "base.14.layers.7.norm.running_mean", "base.14.layers.7.norm.running_var", "base.14.layers.7.prelu.weight", "base.14.layers.8.conv.weight", "base.14.layers.8.norm.weight", "base.14.layers.8.norm.bias", "base.14.layers.8.norm.running_mean", "base.14.layers.8.norm.running_var", "base.14.layers.8.prelu.weight", "base.14.layers.9.conv.weight", "base.14.layers.9.norm.weight", "base.14.layers.9.norm.bias", "base.14.layers.9.norm.running_mean", "base.14.layers.9.norm.running_var", "base.14.layers.9.prelu.weight", "base.14.layers.10.conv.weight", "base.14.layers.10.norm.weight", "base.14.layers.10.norm.bias", "base.14.layers.10.norm.running_mean", "base.14.layers.10.norm.running_var", "base.14.layers.10.prelu.weight", "base.15.fc.0.weight", "base.15.fc.2.weight", "base.16.conv.weight", "base.16.norm.weight", "base.16.norm.bias", "base.16.norm.running_mean", "base.16.norm.running_var", "base.16.prelu.weight", "base.18.layers.0.conv.weight", "base.18.layers.0.norm.weight", "base.18.layers.0.norm.bias", "base.18.layers.0.norm.running_mean", "base.18.layers.0.norm.running_var", "base.18.layers.0.prelu.weight", "base.18.layers.1.conv.weight", "base.18.layers.1.norm.weight", "base.18.layers.1.norm.bias", "base.18.layers.1.norm.running_mean", "base.18.layers.1.norm.running_var", "base.18.layers.1.prelu.weight", "base.18.layers.2.conv.weight", "base.18.layers.2.norm.weight", "base.18.layers.2.norm.bias", "base.18.layers.2.norm.running_mean", "base.18.layers.2.norm.running_var", "base.18.layers.2.prelu.weight", "base.19.fc.0.weight", "base.19.fc.2.weight", "base.20.conv.weight", "base.20.norm.weight", "base.20.norm.bias", "base.20.norm.running_mean", "base.20.norm.running_var", "base.20.prelu.weight", "base.21.3.weight", "base.21.3.bias".
	Unexpected key(s) in state_dict: "backbone.base.0.conv.weight", "backbone.base.0.ibn.IN.weight", "backbone.base.0.ibn.IN.bias", "backbone.base.0.ibn.BN.weight", "backbone.base.0.ibn.BN.bias", "backbone.base.0.ibn.BN.running_mean", "backbone.base.0.ibn.BN.running_var", "backbone.base.0.ibn.BN.num_batches_tracked", "backbone.base.0.prelu.weight", "backbone.base.1.conv.weight", "backbone.base.1.sn.weight", "backbone.base.1.sn.bias", "backbone.base.1.sn.mean_weight", "backbone.base.1.sn.var_weight", "backbone.base.1.sn.running_mean", "backbone.base.1.sn.running_var", "backbone.base.1.prelu.weight", "backbone.base.3.layers.0.conv.weight", "backbone.base.3.layers.0.norm.weight", "backbone.base.3.layers.0.norm.bias", "backbone.base.3.layers.0.norm.running_mean", "backbone.base.3.layers.0.norm.running_var", "backbone.base.3.layers.0.norm.num_batches_tracked", "backbone.base.3.layers.0.prelu.weight", "backbone.base.3.layers.1.conv.weight", "backbone.base.3.layers.1.norm.weight", "backbone.base.3.layers.1.norm.bias", "backbone.base.3.layers.1.norm.running_mean", "backbone.base.3.layers.1.norm.running_var", "backbone.base.3.layers.1.norm.num_batches_tracked", "backbone.base.3.layers.1.prelu.weight", "backbone.base.3.layers.2.conv.weight", "backbone.base.3.layers.2.norm.weight", "backbone.base.3.layers.2.norm.bias", "backbone.base.3.layers.2.norm.running_mean", "backbone.base.3.layers.2.norm.running_var", "backbone.base.3.layers.2.norm.num_batches_tracked", "backbone.base.3.layers.2.prelu.weight", "backbone.base.3.layers.3.conv.weight", "backbone.base.3.layers.3.norm.weight", "backbone.base.3.layers.3.norm.bias", "backbone.base.3.layers.3.norm.running_mean", "backbone.base.3.layers.3.norm.running_var", "backbone.base.3.layers.3.norm.num_batches_tracked", "backbone.base.3.layers.3.prelu.weight", "backbone.base.3.layers.4.conv.weight", "backbone.base.3.layers.4.norm.weight", "backbone.base.3.layers.4.norm.bias", "backbone.base.3.layers.4.norm.running_mean", "backbone.base.3.layers.4.norm.running_var", "backbone.base.3.layers.4.norm.num_batches_tracked", "backbone.base.3.layers.4.prelu.weight", "backbone.base.3.layers.5.conv.weight", "backbone.base.3.layers.5.norm.weight", "backbone.base.3.layers.5.norm.bias", "backbone.base.3.layers.5.norm.running_mean", "backbone.base.3.layers.5.norm.running_var", "backbone.base.3.layers.5.norm.num_batches_tracked", "backbone.base.3.layers.5.prelu.weight", "backbone.base.3.layers.6.conv.weight", "backbone.base.3.layers.6.norm.weight", "backbone.base.3.layers.6.norm.bias", "backbone.base.3.layers.6.norm.running_mean", "backbone.base.3.layers.6.norm.running_var", "backbone.base.3.layers.6.norm.num_batches_tracked", "backbone.base.3.layers.6.prelu.weight", "backbone.base.3.layers.7.conv.weight", "backbone.base.3.layers.7.norm.weight", "backbone.base.3.layers.7.norm.bias", "backbone.base.3.layers.7.norm.running_mean", "backbone.base.3.layers.7.norm.running_var", "backbone.base.3.layers.7.norm.num_batches_tracked", "backbone.base.3.layers.7.prelu.weight", "backbone.base.3.layers.8.conv.weight", "backbone.base.3.layers.8.norm.weight", "backbone.base.3.layers.8.norm.bias", "backbone.base.3.layers.8.norm.running_mean", "backbone.base.3.layers.8.norm.running_var", "backbone.base.3.layers.8.norm.num_batches_tracked", "backbone.base.3.layers.8.prelu.weight", "backbone.base.3.layers.9.conv.weight", "backbone.base.3.layers.9.norm.weight", "backbone.base.3.layers.9.norm.bias", "backbone.base.3.layers.9.norm.running_mean", "backbone.base.3.layers.9.norm.running_var", "backbone.base.3.layers.9.norm.num_batches_tracked", "backbone.base.3.layers.9.prelu.weight", "backbone.base.3.layers.10.conv.weight", "backbone.base.3.layers.10.norm.weight", "backbone.base.3.layers.10.norm.bias", "backbone.base.3.layers.10.norm.running_mean", "backbone.base.3.layers.10.norm.running_var", "backbone.base.3.layers.10.norm.num_batches_tracked", "backbone.base.3.layers.10.prelu.weight", "backbone.base.4.fc.0.weight", "backbone.base.4.fc.2.weight", "backbone.base.5.conv.weight", "backbone.base.5.norm.weight", "backbone.base.5.norm.bias", "backbone.base.5.norm.running_mean", "backbone.base.5.norm.running_var", "backbone.base.5.norm.num_batches_tracked", "backbone.base.5.prelu.weight", "backbone.base.7.layers.0.conv.weight", "backbone.base.7.layers.0.norm.weight", "backbone.base.7.layers.0.norm.bias", "backbone.base.7.layers.0.norm.running_mean", "backbone.base.7.layers.0.norm.running_var", "backbone.base.7.layers.0.norm.num_batches_tracked", "backbone.base.7.layers.0.prelu.weight", "backbone.base.7.layers.1.conv.weight", "backbone.base.7.layers.1.norm.weight", "backbone.base.7.layers.1.norm.bias", "backbone.base.7.layers.1.norm.running_mean", "backbone.base.7.layers.1.norm.running_var", "backbone.base.7.layers.1.norm.num_batches_tracked", "backbone.base.7.layers.1.prelu.weight", "backbone.base.7.layers.2.conv.weight", 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