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Add FedNova baseline #2179

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jafermarq merged 57 commits intoadap:mainadap/flower:mainfrom ashdtu:fedNovaashdtu/flower:fedNovaCopy head branch name to clipboardDec 20, 2023

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Commits on Aug 1, 2023

• add README for FedNOVA baseline and create baseline directory structure

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• Merge branch 'main' into fedNova

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• add .idea to gitignore

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• add .idea to gitignore

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• clean up directory tree

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Commits on Aug 4, 2023

• Merge branch 'main' into fedNova

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Commits on Aug 19, 2023

• Merge branch 'main' into fedNova

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• add baseline

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Commits on Oct 2, 2023

• Add working baseline for FedNova in flower with optimizer parameter sharing

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• remove debug comments

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• sync with main branch

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• rename baseline directories from fedNova to fednova

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• add model choice from config

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Commits on Oct 3, 2023

• 1. get rid of model initialization from disk

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• add seeds for reproducibility across all files

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• add logic for checkpointing of model parameters

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Commits on Oct 4, 2023

• add logic to evaluate an experiment using saved checkpoint

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• Merge branch 'main' into fednova

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• Merge branch 'main' into fedNova

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• edit readme

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• Merge pull request #1 from ashdtu/fednova

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Commits on Oct 5, 2023

• edit project requirements

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• edit pyproject

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Commits on Oct 8, 2023

• add centralized evaluation and saving of results

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Commits on Oct 9, 2023

• isort test passed

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• add fedavg client and compatibility for running FedAvg and FedProx baseline

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• edit readme

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Commits on Oct 11, 2023

• add readme with tables

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• add readme with hyperparameter tables and model tables

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Commits on Oct 17, 2023

• add table result

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Commits on Oct 30, 2023

• 1. remove metrics class from utils

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Commits on Dec 4, 2023

• 1. add working fedavg client

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• 1. re-factor code to pass test cases: isort, black, ruff, flake8.

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• Merge branch 'adap:main' into fedNova

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Commits on Dec 8, 2023

• 1. edit readme with table and plots

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• using configs;formatting

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• fix pylint tests

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• fix pylint

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• change config behaviour

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Commits on Dec 10, 2023

• minor edits to readme

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• w/ previous

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• .

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Commits on Dec 18, 2023

• generate figures with bigger fonts

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• generate figures with bigger fonts v2

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Commits on Dec 19, 2023

• add momentum plots

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• 1. output path now uses hydra created directories.

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• Merge branch 'adap:main' into fedNova

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• remove ray init args and add comment

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• Merge branch 'fedNova' of https://github.com/ashdtu/flower into fedNova

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• black formatting

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• edit defaults

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• edit defaults

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Commits on Dec 20, 2023

• edits to README; to changelog

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• revert torch/torchvision spec in pyproject.toml

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• Merge branch 'main' into fedNova

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• Merge branch 'main' into fedNova

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• Merge branch 'main' into fedNova

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