>> 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?yàn)檫@個(gè)神經(jīng)網(wǎng)絡(luò)是嵌套的，也算是這個(gè)python庫(kù)的一個(gè)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)??

這樣就可以運(yùn)行了。