~/talk

Livebook & Elixir: Where AI, Web & Concurrency Meet

Talkat YOW! Perth 2023 · 2023-09-11..09-12· [elixir-and-erlang, machine-learning]
slides:none on file

Livebook demonstrates Elixir on the BEAM running 1 million processes in seconds, inspects each process’ memory/reductions, and produces Kino visual traces and live charts from that data. The demo builds a working web app with Bandit, embeds Bumblebee/AX ML models via smart cells, converts the model into a batched GPU serving, and then transparently distributes inference to another notebook node — the end-to-end example runs and scales.

AI-written summary · about

  1. 0:00Intro
  2. 1:28Dynamic
  3. 4:27Functional
  4. 11:50Concurrency
  5. 17:29Plotting live data
  6. 24:28WebAI
  7. 43:45New notebook
  8. 47:07Outro
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