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A path-norm toolkit for modern networks: consequences, promises and challenges
2024-01-16
· ICLR 2024 spotlight ·
anchor
Findings
IC-1293
The l1 path-norm of PyTorch's pretrained ResNets is approximately 30 orders of magnitude too large for the path-norm generalization bound to be informative on ImageNet-1k