AI Computing Performance Architect Intern

Company: NVIDIA
Company: NVIDIA
Location: China, Shanghai
Commitment: Full time
Posted on: 2024-04-03 05:14
NVIDIA is developing processor and system architectures that accelerate machine learning, automotive and high performance computing (HPC) applications. We are looking for a technical expert to lead our DL performance projections and analysis effort.  This position offers the opportunity to make a meaningful impact in a fast-moving, technology focused company.What you'll be doing:Establish DL applications and use-cases for analysis and projections.Specify hardware/software configurations and metrics to analyze performance, power, accuracy and resiliency in uniprocessor and multiprocessor configurationsDevelop tools, infrastructure and methodologies for measurements, comparisons and reports.Create and maintain workloads and micro-benchmark suites.Generate projections, comparisons and analysis reports for internal/external consumption.Collaborate across the company to guide the direction of next-gen deep learning HW/SW by working with architecture, software and product teams.What we need to see:Pursuing BS, MS or PhD in relevant discipline (CS, EE, CE).Strong software skills with C/C++, Python, MPI, OpenMP etc.Experience of DL workload and operator performance will be a plus.Familiarity with GPU computing and parallel programming models will be a plus.Excellent oral and written communication skills.Good organizational, time management and task prioritization skills.#deeplearning
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