High-performance ML workloads on Arm CPUs requires the co-development of algorithms and highly optimized CPU kernels. In CT-ML (Central Technology, Machine Learning), rapid kernel prototyping is crucial for exploring algorithms and assessing trade-offs between model accuracy and performance. Successful prototypes are essential to drive future CPU architecture development and also deliverables to Central Engineering for final production.
Responsibilities:
This position is part of a dedicated team within the CT-ML group to focus on analyzing ML workload, rapid prototyping of highly optimized CPU kernels to drive model performance and accuracies.
Required Skills and Experience :
Strong interest and passion for implementing high-performance kernel code in a dynamic environment.
4+ years experience in implementing high performance CPU kernel with vector and matrix extensions.
Experience measuring and understanding performance
Experience in creating an efficient kernel code development framework including tools and testing
Deep understanding on CPU architecture
"Nice To Have" Skills and Experience :
Knowledge of ML models and algorithm is a plus
Advanced degree or equivalent experience in Computer Architecture and Software are a plus
In Return:
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Salary Range:$185,491-$250,958 per year We value people as individuals and our dedication is to reward people competitively and equitably for the work they do and the skills and experience they bring to Arm. Salary is only one component of Arm's offering. The total reward package will be shared with candidates during the recruitment and selection process.
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