Save and load weights in keras

Question

Im trying to save and load weights from the model i have trained.

the code im using to save the model is.

TensorBoard(log_dir=\'/output\')
model.fit_         


        

Answer 1

For loading weights, you need to have a model first. It must be:

existingModel.save_weights('weightsfile.h5')
existingModel.load_weights('weightsfile.h5')     

If you want to save and load the entire model (this includes the model's configuration, it's weights and the optimizer states for further training):

model.save_model('filename')
model = load_model('filename')