Daisy - A Hierarchical Friendly Federated Learning Framework For Edge Computing
Project description
Daisy - A Hierarchical Friendly Federated Learning Framework For Edge Computing
dev mode (virtual environment)
1. clone the source code
git clone https://github.com/Intelligent-Systems-Lab/daisy
2. build up environment
prepare and activate your virtual environment (python=3.8^)
cd daisy
./dev/bootstrap.sh
develop
setup examples
don't overwrite daisyfl dependency in this step.
cd <example_path>
pip install <pkgs_for_your_example>
5. run examples
dev mode (docker)
1. clone the source code
git clone https://github.com/Intelligent-Systems-Lab/daisy
2. build up environment
docker run -it -v <daisy_source_code>:/root/daisy tcfwbper/daisyfl-dev:<version_tag> /bin/bash
3. develop
4. setup examples
don't overwrite daisyfl dependency in this step.
docker attach <container_id>
cd <example_path> && conda activate daisy
pip install <pkgs_for_your_example>
5. run examples
user mode
1. install daisyfl
pip install <daisyfl_version>
2. setup examples
pip install <pkgs_for_your_example>
3. run examples
Project details
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daisyfl-0.4.10.tar.gz
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daisyfl-0.4.10-py3-none-any.whl
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