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Need FedProx,FedNOVA implementation using Flower
What is your question?
hi all, I want to use Strategies like FedPROX,FEDNOVA using Flower.
Thanks and Regards, Prathap Kumar
The FedProx baseline should be implemented as pointed out in https://flower.dev/docs/using-baselines.html. However, I could not find the cited folder flower/baselines/flwr_baselines/publications/fedprox/system_heterogeneity
in any branch.
However, I could find the following reference when running git log -i -G "FedProx" --all -r -p .
:
src/flower/strategy/fedprox.py
The cited file was included before in the fedprox
branch, which is currently deleted as you could see in https://github.com/adap/flower/commit/06fddf9c details. The information we could grab is had from https://github.com/adap/flower/blob/06fddf9c7144efaefcb2b02127bd760400c449de/src/flwr/strategy/fedprox.py.
You could base your implementation in the referenced file if no further information is given in this thread.
hi @sisco0 , Can I able to use this Fedprox code for my experiments?
Hey @prathapkumarbaratam , you can find both FedProx
and FedNova
in the baselines/
directory:
-
FedNova
: https://github.com/adap/flower/tree/main/baselines/fednova -
FedProx
: https://github.com/adap/flower/tree/main/baselines/fedprox
Many more baselines are easily accessible from our docs: https://flower.dev/docs/baselines/