pyconlai 0.1.1

Client optimizer for use with ConLAi which is ledger type federated learning framework

pyConLAi

Client optimizer for use with ConLAi which is ledger type federated learning framework

What's ConLAi?

Con(sensus)L(erning) Ai is server module for Ledger type federated learning. Ledger type federated learning achieves federated learning in a way that feels like Git.

How to Install

from PyPi:

pip install pyconlai

How to Start

Here is how to run the CIFAR10 example:

1. Server-side execution

This Python module is a client module. The ConLAi service requires the server to be started.
Docker makes it easy to start a server.

docker pull ghcr.io/rosso-ai/conlai:latest
docker run -d -p 9200:9200 ghcr.io/rosso-ai/conlai

See also the server module README for more information.
https://github.com/rosso-ai/conlai

2. Client-side execution

Next, start the client side. This sample runs two client nodes in multi-process mode.

cd examples/cifar10
python run.py conf/dsgd_cifar10.yml

For details, please see CIFAR10 example README.

License

This client software is Apache-2.0 license.

Server-side software is dual licensed under AGPL-3.0 and commercial license.
If you would like to use a commercial license, please contact Rosso inc.

Authors

ConLAi is developed by Rosso inc.