人工智能AccML 2024Workshop on Accelerated Machine Learning 全文截稿: 2023-11-17开会时间: 2024-01-17会议难度: ★★CCF分类: 无会议地点: Munich, Germany网址:https://accml.dcs.gla.ac.uk/In this 6th AccML workshop, we aim to bring together researchers working in Machine Learning and System Architecture to discuss requirements, opportunities, challenges and next steps in developing novel approaches for machine learning systems. The remarkable performance achieved in a variety of application areas (natural language processing, computer vision, games, etc.) has led to the emergence of heterogeneous architectures to accelerate machine learning workloads. In parallel, production deployment, model complexity and diversity pushed for higher productivity systems, more powerful programming abstractions, software and system architectures, dedicated runtime systems and numerical libraries, deployment and analysis tools. Deep learning models are generally memory
………………………………