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The weights of a Keras model can be saved in two ways:
- Saving the entire model: This will save the model's architecture, weights, and training configuration in a single file. This can be done using the
model.save()
method.
model.save('model.h5')
- Saving only the weights: This will only save the weights of the model, and not its architecture or training configuration. This can be done using the
model.save_weights()
method.
model.save_weights('weights.h5')
onelinerhub: How do I save weights in a Python Keras model?