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DataAggregator

Teaching Data Aggregator

This software manages the aggregation of weigths retrieved from the neural networks built by vehicles of TEACHING project.

Instructions

Federated Server has a bunch of comand line args. Most of them are now superseded by corresponding ENV variables. A few remain as lauch parameters, and some of those are still unimplemented. See within FederatedServer.py main function.

To build

Assuming all the github folder was downloaded. The following creates an image named TEACHING

docker build -t teaching_aggregator teaching-model-aggregator-master/

Hacks

How to install tensorflow on the J Nano https://pulsebit.wordpress.com/2021/06/03/installing-tensorflow-on-jetson-nano/

https://forums.developer.nvidia.com/t/official-tensorflow-for-jetson-nano/71770

How to launch - example

Example of how to run the image, overriding the DA_BROKER env variable

docker run -e "DA_BROKER=146.48.80.10" teaching_aggregator:latest

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Module devoted to federated model aggregation

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