ICML 2019 Expo Demo
July 18, 2021
Petuum Arion – A Highly Scalable Machine Learning Engine Live Demo
Sponsor: Petuum Inc.
Henry Guo (Petuum)
Arion is a next-gen distributed machine learning (ML) engine developed in-house from Petuum. Arion is a system-model-algorithm codesigned distributed system. Arion draws insights from many past projects -- different models exhibit different runtime characteristics, and different learning algorithms may demonstrate different computational patterns, both demanding model and algorithm-aware system treatments for optimal distributed execution performance.