Gem5 Performance Analysis on AI Workloads

Closed Posted 1 month ago Paid on delivery
Closed Paid on delivery

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.

Ubuntu Google Cloud Platform

Project ID: #37823844

About the project

3 proposals Remote project Active 2 weeks ago

3 freelancers are bidding on average ₹4250 for this job

sunilsahu4

With a profound background in Product Development, Custom Software Development, and IT resourcing, the NCS team is well-versed in handling intricate work such as conducting gem5 simulations and performance analysis. We More

₹3500 INR in 7 days
(2 Reviews)
1.4
iamblockchaindev

I am currently seeking an experienced freelancer to conduct a performance analysis using gem5 Full System mode simulation, focusing on evaluating execution time and cache performance measurements with a special emphasi More

₹3250 INR in 3 days
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liuqun1006

I am a Ph.D. student working in Gem5. To implement this project, I have several questions: 1. Will the workload be provided by your side? 2. On which system are you going to simulate? Should I build the system model by More

₹6000 INR in 7 days
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0.0