Research Article
Local Epochs Inefficiency Caused by Device Heterogeneity in Federated Learning
| Hyperparameter | Value |
| Initial learning rate | 0.1 | The decay period of learning rate | 40 | The decay ratio of learning rate | | L2 regularization | 0.00001 | Dropout | 0.2 | Batchsize | 128 | Epoch | 300 | Activation | ReLu | Optimizer | Adam | Loss | Mean squared error |
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