Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks

Frank Schneider, Felix Dangel, Philipp Hennig

When engineers train deep learning models, they are very much 'flying blind'. Commonly used methods for real-time training diagnostics, such as monitoring the train/test loss, are…