Anton Gusev

Learning@home: Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts

2020 · arXiv (Cornell University)

Many recent breakthroughs in deep learning were achieved by training increasingly larger models on massive datasets. However, training such models can be prohibitively expensive. For instance, the cluster used to train GPT-3 costs over \$250 …