https://github.com/SymbioticLab/FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.
https://github.com/SymbioticLab/FedScale

benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow

Last synced: 4 months ago
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FedScale is a scalable and extensible open-source federated learning (FL) platform.

• Host: GitHub
• URL: https://github.com/SymbioticLab/FedScale
• Owner: SymbioticLab
• License: apache-2.0
• Created: 2021-04-01T15:28:53.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2023-12-18T08:52:37.000Z (7 months ago)
• Last Synced: 2024-03-01T09:13:51.390Z (4 months ago)
• Topics: benchmark, dataset, deep-learning, deployment, distributed, federated-learning, icml, machine-learning, mlsys, osdi, pytorch, tensorflow
• Language: Python
• Homepage: https://fedscale.ai
• Size: 78.8 MB
• Stars: 355
• Watchers: 11
• Forks: 114
• Open Issues: 42
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• Awesome-FL - FedScale - commit/SymbioticLab/FedScale) | [FedScale: Benchmarking Model and System Performance of Federated Learning at Scale](https://arxiv.org/abs/2105.11367.pdf) | [SymbioticLab(U-M)](https://symbioticlab.org/) | | | | (federated learning framework / table)
• FLsystem-paper - **FedScale**