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View Code? Open in Web Editor NEWA Modular and Library-Agnostic Simulation Framework for Federated Learning
Home Page: https://www.iitp.ac.in/~halder/Prj/FLsim
License: GNU General Public License v3.0
A Modular and Library-Agnostic Simulation Framework for Federated Learning
Home Page: https://www.iitp.ac.in/~halder/Prj/FLsim
License: GNU General Public License v3.0
Saving job configs and template modules to perflogger projects.
Integrate the dataset compatibility from FLamby (https://arxiv.org/abs/2210.04620), so that those benchmarks can be included in our testing.
Currently, even though the nodes are connected to other peers, they again ping for registration to those already registered in the respective nodes. This registration causes spamming in the logs with redundant connection success messages. Loggin is currently disabled in commit 2d15a2c.
Update the workflow documentation with the latest logic flow implemented upto commit a1037b1.
Reduce or optimise the GPU memory used by client and worker processes of nodes such that minimal memory can be utilized for efficient and scalable simulation conditions.
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