2020 BRN Discussion, page-28592

Hello Doctor,

Edgify looks like a software means of interchanging data between connected computers.

https://www.edgify.ai/
The Edgify Edge Training Loop
We developed the ability to run computationally intensive processes on edge devices with limited CPU and GPU, including solutions for low connectivity, asynchronistic data, and data split into unequal batches. Turn any edge device into a DL training machine! This can be done on any device that is connected and has CPU / GPU such as simple cameras, Cashiers, connected cars, printers, laptops, mobile phones, etc.


In order to overcome the distributed nature of training at the edge (mainly the fact that not all edge devices see the same data and therefore have different levels of models) we have developed a collaborative controller that aggregates all the different models generated by the edge devices of the same client, and optimises them into one master model which is then shared back to the edge devices.