Topological summaries of 2D loss landscape projections, saddle counts and average persistence, correlate with accuracy and Hessian metrics for ResNets and PINNs.
An overview of the T opology T ool K it
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Evaluating Loss Landscapes from a Topology Perspective
Topological summaries of 2D loss landscape projections, saddle counts and average persistence, correlate with accuracy and Hessian metrics for ResNets and PINNs.