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For non-iid secenario? #5

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CaesarGo opened this issue Jul 5, 2024 · 1 comment
Open

For non-iid secenario? #5

CaesarGo opened this issue Jul 5, 2024 · 1 comment

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@CaesarGo
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CaesarGo commented Jul 5, 2024

Thanks for the very helpful repo. I would like to know if there any interface for non-iid data setting for each client?

I don't find it in the src code.

Thanks.

@wenh06
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wenh06 commented Jul 5, 2024

non-iid of the clients comes from the data. Most of the federated datasets are distributed in some (fixed) non-iid manner. Because they are inherited from previous research works that already fixed the distributions (perhaps for the ability to reproduce their results). In a few of the federated datasets, one can control how they are distributed across the clients (in such a non-iid manner that one wants). Ideally one should be able to distribute the data across the clients as one wants but this is not implemented yet.

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