Error(s) in loading state_dict for ResNet 问题解决

当使用如下命令加载模型的时候，会报错，没有一些 keys：

model.load_state_dict(model_zoo.load_url(model_urls['resnet101']))

RuntimeError: Error(s) in loading state_dict for ResNet:

Missing key(s) in state_dict: "C1_down_channel.weight", "C1_down_channel.bias", "C2_down_channel.weight", "C2_down_channel.bias", 
 "C3_down_channel.weight", "C3_down_channel.bias", "C4_down_channel.weight", "C4_down_channel.bias", "C5_down_channel.weight", 
 "C5_down_channel.bias", "score_dsn1.weight", "score_dsn1.bias", "score_dsn2.weight", "score_dsn2.bias", "score_dsn3.weight", 
 "score_dsn3.bias", "score_dsn4.weight", "score_dsn4.bias", "score_dsn5.weight", "score_dsn5.bias", "score_final.weight", 
 "score_final.bias". 

则可以使用如下命令来解决，因为 load 的模型可能会缺少一些现有模型需要的东西，不使用严格的方式来 load 即可：

model.load_state_dict(model_zoo.load_url(model_urls['resnet101']), strict=False)