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FedMD: Heterogenous Federated Learning via Model Distillation

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FedMD

FedMD: Heterogenous Federated Learning via Model Distillation. Preprint on https://arxiv.org/abs/1910.03581.

Run scripts on Google Colab

  1. open a google Colab

  2. Clone the project folder from Github

! git clone github_link
  1. Then access the folder just created.
% cd project_folder/
  1. Run the python script in Colab. For instance
! python pretrain_CNN_on_public_dataset.py -conf conf/pretrain_MNIST_conf.json

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FedMD: Heterogenous Federated Learning via Model Distillation

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  • Python 100.0%