CPU and NPU Performance Workload Modeling
2 months ago
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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United Kingdom European Recruitment Full timeCPU and NPU Performance Workload Modeling Lead the planning and implementation of tool systems for architectural exploration and performance analysis. 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...
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