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On the problem of gradient processing in FedML

Open Zyangzzz opened this issue 2 years ago • 1 comments

Hello, I would like to ask whether fedml framework supports the gradient quantization and gradient compression methods added to FL, as well as the homomorphic encryption content for gradients in FL. Because I did not see similar content in the relevant documents, so I came to ask you, hope to answer, thank you.

Zyangzzz avatar Dec 11 '23 08:12 Zyangzzz

@Zyangzzz thank you for your question. For a full list of supported federated learning algorithms and methods and other advanced and customizable FL features, such as compression and quantization, please have a look in the following list. Regarding homomorphic encryption, you can have a look at the following example as well.

fedml-dimitris avatar Dec 18 '23 10:12 fedml-dimitris