How to Check-Point Deep Learning Models in Keras - Machine Learning Mastery

Deep learning models can take hours, days or even weeks to train. If the run is stopped unexpectedly, you can lose a lot of work. In this post you will discover how you can check-point your deep learning models during training in Python using the Keras library. How to Check-Point Deep Learning Models in Keras Photo by saragoldsmith, some rights reserved. Application checkpointing is a fault tolerance technique for long running processes.