GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks

Avraam Chatzimichailidis, Janis Keuper, Franz-Josef Pfreundt, Nicolas R. Gauger. GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. In 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC, Denver, CO, USA, November 18, 2019. pages 66-74, IEEE, 2019. [doi]

Abstract

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