Publications

04-11-2019

Distributed training on edge devices: Batch Normalization with Non-IID data

an Edgify Research Team Publication In the first post of this series, we presented two basic approaches to distributed training on edge devices. In…
30-08-2019

Distributed Training on Edge Devices. Large Batch vs. Federated Learning

An Edgify Research Team Publication This is the first, introductory post, in our three part algorithmic series on real-world distributed training on…
30-08-2019

Distributed Training on Edge Devices: Communication compression

An Edgify.ai Research Team Publication In the first post of this series we presented two basic approaches to distributed training on edge…
30-08-2019

The Rise of The Edge Devices

In the Battle for Deep Learning Proliferation (This is an introductory post to the world of distributed learning. Watch out…
16-08-2019

The Ants Have it All Figured Out

How many times have we heard sentences like: “this is how we have always done it” or “everyone else does…