Ravnest: Decentralized Asynchronous Training on Heterogeneous Devices

Anirudh Rajiv Menon, Unnikrishnan Menon, Kailash Ahirwar

Modern deep learning models, growing larger and more complex, have demonstrated exceptional generalization and accuracy due to training on huge datasets. This trend is expected to…