Caching Deep Learning Models with TensorFlow, Keras and PTMLib

Save Machine Learning models, time, and energy (and maybe even the planet)

I’ve noticed when going through lengthy ML tutorials for Keras and TensorFlow that I often run the same models repeatedly in Jupyter Notebook, regardless of the fact they have no changes. This is natural for me with a notebook with multiple models. I also find that typing the code into a new notebook, rather than just clicking Shift + Enter, aids my understanding and retention of what I have learned.

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