/federated-learning-gossip-aggregation

Primary LanguagePythonApache License 2.0Apache-2.0

Fully Decentralized Federated Learning with Gossip Aggregation

Requirements

  • Python 3.6+
  • Following Python libraries
    • torch 1.5.0+
    • torchvision
    • tensorboardX
    • torchsummary
    • grpcio
PYTHONUNBUFFERED=1 nohup python main.py --id train --batch_size 128 --print_freq 100 &>../out200-classical.txt &
nohup ./run-gossip.sh <data-id>

License

Copyright © 2020 Caner Korkmaz, Arda Oztaskin

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.