AI Computing Architectures PhD Researcher

1 month ago


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