Modelpedia
Work in progress
About
Findings
Models
Concepts
Methods
Datasets
Sources
Light
Dark
L1 Magnitude Pruning
Findings
IC-1336
MobileNetV2 (PyTorch pre-trained on ImageNet) exhibits a failure mode under global unstructured L1 pruning at the Pareto-optimal point, with its high kurtosis of kurtoses (64.40) causing very-low-magnitude layers to be entirely pruned and disconnect the network
[primary]