Presentation
Mixed-Precision For Energy Efficient Computations
DescriptionAs simulations become more realistic, the pursuit of higher accuracy results in extended computation times and substantial energy consumption. This study explores mixed-precision computing as a promising strategy to address these challenges, leveraging computer arithmetic tools to optimize performance. To do so, we used Reactor Simulator and LULESH benchmarks as case studies to evaluate the potential of mixed-precision strategies to reduce both time-to-solution and energy-to-solution. For Reactor Simulator, we achieved more then 30 % reduction in both metrics without compromising accuracy. Similarly, results for LULESH demonstrated improvements of up to 31.5 % in time-to-solution and 25.6 % savings in energy-to-solution.
Event Type
Workshop
TimeMonday, 17 November 20252:20pm - 2:25pm CST
Location276