Federated Character Prediction on Shakespeare i.i.d.
44.52Test ErrorFedEx
Evaluation results
| Method | Links | |
|---|---|---|
| FedExWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=client (server tuned by SHA)2021.06 | 44.52 | |
| FedExWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=client (server tuned by SHA)2021.06 | 46.08 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=server & client2021.06 | 46.77 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=server & client2021.06 | 47.38 | |
| FedExWrapper method=Random Search (RS), Target model=global, Tuning scope=client (server tuned by RS)2021.06 | 53.94 | |
| FedExWrapper method=Random Search (RS), Target model=personalized, Tuning scope=client (server tuned by RS)2021.06 | 54.9 | |
| Random SearchWrapper method=Random Search (RS), Target model=global, Tuning scope=server & client2021.06 | 60.32 | |
| Random SearchWrapper method=Random Search (RS), Target model=personalized, Tuning scope=server & client2021.06 | 61.1 |