TAS-pruned ResNet-110

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Network PruningonCIFAR-100
Accuracy· 2019-05-23
73.16
best: 79 (Dense)
SOTA
Network Pruning via Transformable Architecture Search arXiv:1905.09717
Network PruningonCIFAR-100
GFLOPs· 2019-05-23
0.12
SOTA
Network Pruning via Transformable Architecture Search arXiv:1905.09717
Network PruningonCIFAR-10
Accuracy· 2019-05-23
94.33
SOTA
Network Pruning via Transformable Architecture Search arXiv:1905.09717
Network PruningonCIFAR-10
GFLOPs· 2019-05-23
0.119
SOTA
Network Pruning via Transformable Architecture Search arXiv:1905.09717