595 citations · 1.9k across the 91 of their papers we have counts for
Showing 2024 · cs.ARShow all
2 papers · 2 filters
cs.AR2024★ 3 cited
MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI
Arya Tschand, Arun Tejusve Raghunath Rajan, Sachin Idgunji +23
Rapid adoption of machine learning (ML) technologies has led to a surge in power consumption across diverse systems, from tiny IoT devices to massive datacenter clusters. Benchmark…
cs.AR2024★ 2 cited
The Magnificent Seven Challenges and Opportunities in Domain-Specific Accelerator Design for Autonomous Systems
Sabrina M. Neuman, Brian Plancher, Vijay Janapa Reddi
The end of Moore's Law and Dennard Scaling has combined with advances in agile hardware design to foster a golden age of domain-specific acceleration. However, this new frontier of…