Adaptive and Fed DG-GA PFL Experimentation #251
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…to, and MR-MTL. This involves pulling in some code associated with Sana's CIFAR-10 experiments as well. So that code has been added too.
…ation communicated with the server. For now this takes the form of packing loss values into the metrics dictionary if requested via the config from the server.
…complex FL strategies. Also make a few small tweaks to adaptive_pfl.
emersodb
changed the base branch from
main
to
dbe/support_changes_for_feddgga
emersodb
requested review from
sanaAyrml,
jewelltaylor,
scarere and
fatemetkl
…inor fix to the spacing of seeds in the slrm scripts to be safe. Fixing a bug in the preprocess.slrm, setting placeholders to be defaults in the preprocess_all.sh
…_after_fit_argument
…wer gpus to see if everything fits on less in-demand hardware
lotif
reviewed
Nov 5, 2024
…so as not to disrupt any other workflows that don't need them. Added some documentation. Adding the setting of these to the appropriate places for the pFL experiments. Reducing the hidden size of the cnns used in pFL experiments, as they are quite large.
lotif
approved these changes
Nov 7, 2024
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PR Type
Experimentation
Short Description
Clickup Ticket(s): Link, Link
This PR implements a set of scripts for running experiments on the Heterogenous CIFAR-10 datasets using the Adaptive pFL and Fed DG-GA pFL classes. These will facilitate an initial set of PoC experiments to be expanded to other datasets in followups.
Tests Added
N/A