Scratchpad Memory Management for Deep Learning Accelerators

• DOI: 10.1145/3673038.3673115
• Publication Date: 2024-08-08T22:29:01Z
• Authors: Stavroula Zouzoula; Mohammad Ali Maleki; Muhammad Waqar Azhar; Pedro Trancoso

The success of Artificial Intelligence (AI) applications is driven by efficient hardware accelerators. Recent trends show a rapid increase in the application demands, which most cases surpass available resources As such, management these limited becomes critical factor achieving high-performance.