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Workshop Session_KETI

Design of a System Simulator for the Integration of CPU/NPU Environments

초록

영어

In this paper, we developed a cycle-accurate system simulator using Gem5, integrating an AMD GPU simulator and the ROCm toolchain to emulate NPU environments effectively. This integration is crucial for understanding the interaction between CPU and NPU components in advanced computing systems. The simulator's reliability and accuracy were validated by developing and testing a Matrix Transpose kernel compiled with the ROCm toolchain, demonstrating its potential as a valuable tool for research and development in integrated CPU/NPU systems.

목차

Abstract
I. INTRODUCTION
II. SIMULATOR ARCHITECTURE
III. NPU SIMULATION
IV. EVALUATION
V. CONCLUSION
ACKNOWLEDGMENT
REFERENCES

저자정보

  • Kyu Hyun Choi SoC Platform Research Center Korea Electronics Technology Institute
  • Seokhun Jeon SoC Platform Research Center Korea Electronics Technology Institute

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