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SimNet: Accurate and High-Performance Computer Architecture Simulation
  using Deep Learning
v1v2v3 (latest)

SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning

Measurement and Modeling of Computer Systems (SIGMETRICS), 2021
12 May 2021
Lingda Li
Santosh Pandey
T. Flynn
Hang Liu
Noel Wheeler
A. Hoisie
ArXiv (abs)PDFHTML

Papers citing "SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning"

3 / 3 papers shown
Concorde: Fast and Accurate CPU Performance Modeling with Compositional Analytical-ML Fusion
Concorde: Fast and Accurate CPU Performance Modeling with Compositional Analytical-ML FusionInternational Symposium on Computer Architecture (ISCA), 2025
Arash Nasr-Esfahany
Mohammad Alizadeh
Victor Lee
Hanna Alam
Brett W. Coon
...
Martin Dixon
H. Levy
Santosh Pandey
Parthasarathy Ranganathan
Amir Yazdanbakhsh
168
2
0
29 Mar 2025
Tao: Re-Thinking DL-based Microarchitecture Simulation
Tao: Re-Thinking DL-based Microarchitecture Simulation
Santosh Pandey
Amir Yazdanbakhsh
Hang Liu
AI4CE
271
5
0
16 Apr 2024
Learning Generalizable Program and Architecture Representations for
  Performance Modeling
Learning Generalizable Program and Architecture Representations for Performance ModelingInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2023
Lingda Li
T. Flynn
A. Hoisie
208
5
0
25 Oct 2023
1
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