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CPU and NPU Performance Workload Modeling

2 months ago

United Kingdom European Recruitment Full time

CPU and NPU Performance Workload Modeling

Responsibilities:

  • A deep background in workload modeling and CPU/NPU architecture.
  • Play a role in the forefront CPU/NPU development team
  • Lead the planning and implementation of tool systems for architectural exploration and performance analysis.
  • Spearhead sw/hw integration efforts and stratagise co-optimization features for next-generation processors.

Requirements:

  • The ideal candidate will demonstrate a robust understanding of CPU/NPU architecture, proficient workload extraction capabilities, and a strong grasp of compiler technologies, binary analysis, and software/hardware co-optimization principles.
  • Industry experience in workload modeling and CPU/NPU architecture development.
  • Proficiency in performance projection and architectural exploration using System-on-Chip (SoC) simulators.
  • Expertise in developing Slicing Tools and utilizing performance simulators such as GEM5 (O3 model), Sniper, and others.
  • Strong skills in benchmark analysis and characterization.
  • Familiarity with tools like QEMU and DynamoRIO (or x86 PIN) for binary analysis.
  • Comprehensive understanding of software/hardware co-optimization techniques.

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