Local Epochs Inefficiency Caused by Device Heterogeneity in Federated Learning

<div>(a) The structures of baseline and weights model for single-GPU datasets. (b) The structures of baseline and weights model for stacked datasets.</div>

Wireless Communications and Mobile Computing

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Figure 2

Figure 2: Local Epochs Inefficiency Caused by Device Heterogeneity in Federated Learning 