Arm

About the role

As member of ML-Tech Algorithms tam, the candidate (1) Analyze complex and advanced NN and to support architecture development (2) Conduct exploration to develop optimized models to support architecture development (3) Develop algorithms including deployment and network optimization to enable running of industry NN on ARM IP.

 

What will I be accountable for?

Accountabilities include developing new algorithms that can make state-of-the-art deep networks more suitable for resource-constrained Arm hardware , e.g., Arm CPUs/GPUs/NPUs (Neural Processing Units are specialized hardware used for fast processing of Deep Neural Networks)) and Neural Architecture Search where the idea is to find an architecture for deep networks that achieves high accuracy despite incurring low computational costs.

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