Scratchpad Memory Management for Deep Learning Accelerators
Stavroula Zouzoula, Mohammad Ali Maleki, Muhammad Waqar Azhar, Pedro Trancoso · 2024
The success of Artificial Intelligence (AI) applications is driven by efficient hardware accelerators. Recent trends show a rapid increase in the application demands, which in most cases surpass the available resources in the accelerators. As such, the efficient management of these limited resources becomes a critical factor in achieving high-performance.