51 citations · 105 across the 6 of their papers we have counts for
3 papers · 1 filter
Concorde: Fast and Accurate CPU Performance Modeling with Compositional Analytical-ML Fusion
Arash Nasr-Esfahany, Mohammad Alizadeh, Victor Lee +9
Cycle-level simulators such as gem5 are widely used in microarchitecture design, but they are prohibitively slow for large-scale design space explorations. We present Concorde, a n…
Tao: Re-Thinking DL-based Microarchitecture Simulation
Santosh Pandey, Amir Yazdanbakhsh, Hang Liu
Microarchitecture simulators are indispensable tools for microarchitecture designers to validate, estimate, and optimize new hardware that meets specific design requirements. While…
SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning
Lingda Li, Santosh Pandey, Thomas Flynn +3
While discrete-event simulators are essential tools for architecture research, design, and development, their practicality is limited by an extremely long time-to-solution for real…