Keras establish breakpoints checkpoint; save, load model

Reference links:

How to build Checkpoint is Keras in depth learning model

Keras framework for training and re-loading models are saved

Save and load model:

Storage:

Save the model #

model.save('model.h5')

# Save parameters

model.save_weights('my_model_weights.h5')

load:

from keras.models import load_model

# Load model parameters

model = load_model('model.h5')

model.load_weights('my_model_weights.h5')

# Save the network architecture, network structure loaded
from keras.models Import model_from_json
json_string = model.to_json ()
Model = model_from_json (json_string)

print(json_string)