keras——ValueError: You are trying to load a weight file containing 12 layers into a model with 2 layers.

>> model.save('./model/my_model_weights.h5')  

>> model=load_model('./model/my_model_weights.h5')  

ValueError: You are trying to load a weight file containing 12 layers into a model with 2 layers.

因为这个神经网络是嵌套的，也算是这个python库的一个bug吧。

from keras.models import model_from_json

>> model.save_weights('test.h5')  

>> model.load_weights('test.h5',by_name=True) 

>> json_string = model.to_json()  

>> model = model_from_json(json_string)  

这样就可以运行了。