DNNOPT: A Framework for Efficiently Selecting On-chip Memory Loop Optimizations of DNN Accelerators
Paper in proceeding, 2024
On-chip Memory Management
Loop Re-Order
Energy Efficient DNN Acceleration
Reuse Distance
Loop Blocking
DNN acceleration
Author
Piyumal Ranawaka
Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)
Muhammad Waqar Azhar
Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)
Per Stenström
Chalmers, Computer Science and Engineering (Chalmers), Computer and Network Systems
Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024
126-137
9798400705977 (ISBN)
Ischia, Italy,
Subject Categories
Computer Systems
DOI
10.1145/3649153.3649196