Pruning on ImageNet
1.5Effective Information (EI)PMMP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PMMPBackbone=ResNet-502025.05 | 1.5 | 3.5 | |
| ChannelPruningBackbone=ResNet-502025.05 | 1.1 | 2.1 | |
| R-L1Backbone=ResNet-502025.05 | 1.1 | 6.8 | |
| ThiNetBackbone=ResNet-502025.05 | 0.8 | 1.5 | |
| SSSBackbone=ResNet-502025.05 | 0.7 | 1.008 | |
| BoundedNormBackbone=ResNet-502025.05 | 0.5 | 1.2 | |
| AutopruneBackbone=ResNet-502025.05 | 0.4 | 2.2 | |
| GSMBackbone=ResNet-502025.05 | 0.4 | 4 | |
| PPBackbone=ResNet-502025.05 | 0.2 | 1.7 | |
| VAR-CONVBackbone=ResNet-502025.05 | -0.1 | 2.5 | |
| DRRBackbone=ResNet-502025.05 | -1.2 | 8 |