Gem5 Performance Analysis on AI Workloads
Budget: ₹3,000 – ₹3,500 INR
I'm currently seeking an experienced freelancer to conduct a performance analysis using gem5 Full System mode simulation.
Key Requirements:
- Evaluation of execution time and cache performance measurements.
- Special focus on AI workloads such as Apache MXNet and Caffe for the performance analysis.
Ideal Candidate's Skills & Experience:
- Proficiency in gem5 simulations, performance analysis, and benchmarking.
- Extensive knowledge in working with AI workloads notably Apache MXNet and Caffe.
- A deep understanding of execution time and cache performance metrics.
- Relevant experience in software debugging and system architecture research would be beneficial.
The chosen freelancer will be expected to thoroughly analyze and report the results, highlighting any potential areas of improvement. This project could provide vital insights into our system's performance under a set of specific workloads, enabling us to optimize for increased efficiency.
Key Requirements:
- Evaluation of execution time and cache performance measurements.
- Special focus on AI workloads such as Apache MXNet and Caffe for the performance analysis.
Ideal Candidate's Skills & Experience:
- Proficiency in gem5 simulations, performance analysis, and benchmarking.
- Extensive knowledge in working with AI workloads notably Apache MXNet and Caffe.
- A deep understanding of execution time and cache performance metrics.
- Relevant experience in software debugging and system architecture research would be beneficial.
The chosen freelancer will be expected to thoroughly analyze and report the results, highlighting any potential areas of improvement. This project could provide vital insights into our system's performance under a set of specific workloads, enabling us to optimize for increased efficiency.