AI Computing Architectures PhD Researcher

3 weeks ago


Edinburgh, Edinburgh, United Kingdom AI Square Corp Full time
Position at AI Square Corp

The goal of this project is to explore the potential benefits of employing software optimization techniques for modelling and training Large Language Models (LLMs), with a specific focus on Transformers, targeting various unconventional hardware architectures and computing domains (Binary, Analog, Bitstream).

Key Responsibilities:
  • Develop Python-based libraries for training and inference that are friendly to unconventional computing domains.
  • Integrate these libraries with PyTorch and/or TensorFlow to facilitate modelling and quantization-aware training for different AI hardware architectures.
  • Collaborate with the research team to develop and implement software optimization techniques for AI computing architectures.
Requirements:
  • Excellent programming skills using Python.
  • ML/AI modelling using PyTorch or TensorFlow.
  • Basics of computer architecture.


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