Research Article
Local Epochs Inefficiency Caused by Device Heterogeneity in Federated Learning
Table 3
The description of datasets.
| Datasets | Description |
| P100_Conv | Convolutional layer feature dataset of P100. | P100_Dense | Dense layer feature dataset of P100. | V100_Conv | Convolutional layer feature dataset of V100. | V100_Dense | Dense layer feature dataset of V100. | K40_Conv | Convolutional layer feature dataset of K40. | K40_Dense | Dense layer feature dataset of K40. | All_Conv | Convolutional layer feature datasets of six different types of GPUs, including P100, V100, K40, K80, M60, and 1080ti (stacked dataset). | All_Dense | Dense layer feature datasets of six different types of GPUs, including P100, V100, K40, K80, M60, and 1080ti (stacked dataset). |
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