Federated Character Prediction on Shakespeare (non-i.i.d.)
45.24Test ErrorFedEx
Evaluation results
| Method | Links | |
|---|---|---|
| FedExWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=client (server tuned by SHA)2021.06 | 45.24 | |
| FedExWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=client (server tuned by SHA)2021.06 | 45.89 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=global, Tuning scope=server & client2021.06 | 46.79 | |
| Successive HalvingWrapper method=Successive Halving (SHA), Target model=personalized, Tuning scope=server & client2021.06 | 48.04 | |
| FedExWrapper method=Random Search (RS), Target model=personalized, Tuning scope=client (server tuned by RS)2021.06 | 56.48 | |
| FedExWrapper method=Random Search (RS), Target model=global, Tuning scope=client (server tuned by RS)2021.06 | 57.7 | |
| Random SearchWrapper method=Random Search (RS), Target model=personalized, Tuning scope=server & client2021.06 | 61.71 | |
| Random SearchWrapper method=Random Search (RS), Target model=global, Tuning scope=server & client2021.06 | 64.36 |