Friday, January 19, 2024

1/19/24: Hardware Acceleration for Deep Learning Inference in Heterogeneous Compute Environments

 

 

 Machine Learning Study Group

Welcome! We meet from 4:00-4:45 p.m. CT. Anyone can join. Feel free to attend any or all sessions, or ask to be removed from the invite list as we have no wish to send unneeded emails of which we all certainly get too many. 
 Contacts: jdberleant@ualr.edu and mgmilanova@ualr.edu

Agenda & Minutes
97th Meeting, Jan. 19, 2024
  • Today
    • RE will present on: Hardware Acceleration for Deep Learning Inference in Heterogeneous Compute Environments

  • Readings: We are reading
    • Sparks of Artificial General Intelligence: Early experiments with GPT-4 (https://arxiv.org/abs/2303.12712).
      • We already examined Figures 1.1 and 1.2. Next is to continue with the partial paragraph at the bottom of p. 4.
    • We read chapter 1 part 4: https://huggingface.co/learn/nlp-course/chapter1/4 up to "(for instance, with NLP problems, the pretrained model will have some kind of statistical understanding of the language you are using for your task)." We can start from there next time.

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