FedML-AI / FedML-AI/FedNLP

Accuracy and loss didn't improve for FedAvg on 20news

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I am trying to reproduce the FedAvg results on 20news data. However, the FedAvg algorithm on 20news task seems not working. Comparing with the centralized run, the eval accuracy and loss of FedAvg did not make any improvement after many rounds (eval acc 0.063, eval loss 2.969). The results and experiment setting can be checked here: https://wandb.ai/haofuml/fednlp_bl?workspace=user-haofuml

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