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[Preprint]. 2024 May 31:arXiv:2405.20594v1. [Version 1]

Figure 5: Characterization of learning algorithms for ResNet-18 on ImageNet.

Figure 5:

(a) Task performance. PFA and PFA-o curves are almost overlapping with the BP curve, suggesting a close approximation. (b-d) Backward-forward weight alignment for SF, and path alignment for PFA/PFA-o (top). Backward-forward weight norm ratio for SF, and path norm ratio for PFA/PFA-o (bottom).