load_state_dict的strict

发布时间 2023-07-04 15:46:26作者: 祥瑞哈哈哈

strict为真时要导入model所有的键值及对应名称。传入空列表报错如下

Error(s) in loading state_dict for PoseHigherResolutionNet: Missing key(s) in state_dict: "features.0.1.weight", "features.0.2.weight", "features.0.2.bias", "features.0.2.running_mean", "features.0.2.running_var", "features.1.conv.0.1.weight", "features.1.conv.0.2.weight", "features.1.conv.0.2.bias", "features.1.conv.0.2.running_mean", "features.1.conv.0.2.running_var", "features.1.conv.1.se.1.weight", "features.1.conv.1.se.1.bias", "features.1.conv.1.se.3.weight",

如果参数的字典键值比模型多且包含模型的所有键值则不会报错。

strict为否时只会导入参数字典相同的参数。