Expert in Neural Network Optimization and Development

6 days ago

Burlingame California, United States quadric, Inc Full time

Job Summary:

Quadric, Inc. is seeking a highly skilled Senior Deep Learning Compiler Engineer to join our team. As a key member of our platform software engineering team, you will be responsible for developing and optimizing neural networks on our cutting-edge technology.

Key Responsibilities:

  • Design and implement algorithmic optimizations to extract maximum performance out of our architecture.
  • Drive the lowering and optimization of cutting-edge deep neural networks using our technology.
  • Collaborate with the software team to develop algorithms that optimize graph-based execution on our architecture.

Requirements:

  • MS or Ph.D. in Computer Science, or related field, with a minimum of eight years of experience in the industry.
  • Strong background in numerical and/or algorithmic optimization.
  • Understanding of building application-appropriate heuristics for NP-hard problems.
  • Knowledge of both classical as well as ML algorithms, e.g., Computer Vision, DSP, DNNs, etc.
  • Strong background in graphs and related algorithms.

Nice to Haves:

  • Proficiency in C++ >= 11.
  • Experience using/developing in TVM.
  • Knowledge of front-end and back-end compiler techniques.

Expected Outcomes in 12 months:

  • Develop a deep understanding of our hardware platform and low-level software and leverage that for optimal performance of applications.
  • Have a proven track record of implementing optimization passes for efficient lowering of deep learning and high-performance computing algorithms on our Quadric EPU parallel processor.

About Quadric, Inc.

Quadric, Inc. is a leading technology company that is building the world's first supercomputer designed for the real-time needs of edge devices. We are committed to empowering developers in every industry with superpowers to create tomorrow's technology, today.

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