Code

HeteroFL baseline#2439

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jafermarq merged 68 commits intoadap:mainadap/flower:mainfrom msck72:mainmsck72/flower:mainCopy head branch name to clipboardDec 25, 2023

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Commits

Commits on Aug 6, 2023

• created client

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• created baseline

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• added model_rate to client to fit the model_rate expected by server

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Commits on Aug 10, 2023

• added client_manager to keep track of model_rate

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• model_update

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Commits on Aug 13, 2023

• updated aggregate fit

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Commits on Aug 15, 2023

• added logic to dataset_preparation for iid and non_iid data

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Commits on Aug 30, 2023

• modified to take config using hydra

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Commits on Sep 13, 2023

• implemented using param_idx for aggregating and sending subset to clients

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Commits on Sep 19, 2023

• hydra input and parameters optimized, working model

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Commits on Sep 30, 2023

• updated client.py for taking lr from config in fit, and some formatting updates

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• updated docstrings

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Commits on Oct 1, 2023

• updates related to mypy

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• Merge remote-tracking branch 'upstream/main'

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• changed folder-name

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• removed outputs-folder

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• Update pyproject.toml

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• Update README.md

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Commits on Oct 4, 2023

• Update baselines/heterofl/README.md

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• Update baselines/heterofl/pyproject.toml

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• Update baselines/heterofl/pyproject.toml

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• Update baselines/heterofl/heterofl/conf/base.yaml

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• Update baselines/heterofl/heterofl/conf/base.yaml

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• updates related to pylint

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• Merge remote-tracking branch 'origin/main'

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• updated label_split to int tensor in test

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• Update README.md

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Commits on Oct 15, 2023

• pylint related updates

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• pylint updates in model-split and aggregate

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Commits on Oct 16, 2023

• added calculate parameters & space

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• Update README.md

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Commits on Oct 23, 2023

• added model_properties & updated some pylint issues

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Commits on Oct 24, 2023

• Update README.md

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• Update README.md

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• minor changes

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Commits on Oct 31, 2023

• update readme & minor changes

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• Merge remote-tracking branch 'upstream/main'

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Commits on Nov 6, 2023

• minor fixes here and there

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Commits on Nov 7, 2023

• update torch version

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• Update baselines/heterofl/pyproject.toml

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• Update baselines/heterofl/pyproject.toml

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• update commands for runnning exp in readme

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Commits on Nov 19, 2023

• added custom datasets module

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Commits on Dec 3, 2023

• modified num_blocks in resnet18 model

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Commits on Dec 8, 2023

• Update baselines/heterofl/pyproject.toml

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• updated imports, commands to run

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Commits on Dec 11, 2023

• added references to authors

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• added updated results

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Commits on Dec 15, 2023

• handled pylint errors

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Commits on Dec 19, 2023

• updated baseline to incorporate fedavg

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• added instantiate for heterofl

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• fixed instantiate error

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• added fedavg mnist results

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Commits on Dec 20, 2023

• updated cifar model

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• Update README.md with fedavg cifar10 non_iid results

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Commits on Dec 21, 2023

• Update README.md with cifar results

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• minor updates

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• README tweaks

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Commits on Dec 22, 2023

• Update README.md

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• format

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• added commands to run fedavg exp

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• Merge branch 'main' into main

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• .

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• solved issues

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Commits on Dec 24, 2023

• updated normailization of cifar

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• Updated fedavg cifar10 results

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• Update README.md

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Commits on Dec 25, 2023

• to changelog

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