The Wrong Reason TAO Is Rallying

The training of the Covenant-72B model on distributed nodes validated decentralized AI model training and triggered TAO's ...

Roguelite Deckbuilder Seekers Alliance: Hero’s Journey Launches Major Demo Update on Steam

New Systems Include Counter Mechanics, Talent Trees, Supporting Heroes, and More After years of development and sharing ...
IEEE

Non-Idle Machine-Aware Worker Placement for Efficient Distributed Training in GPU Clusters

Abstract: Distributed training (DT) has emerged as a solution to address the growing computational resource demands of training large-scale machine learning models. To meet this need, major cloud ...
IEEE

PARING: Joint Task Placement and Routing for Distributed Training With In-Network Aggregation

Abstract: With the increase in both the model size and dataset size of distributed training (DT) tasks, communication between the workers and parameter servers (PSs) in a cluster has become a ...