~/talk

What's New for PyTorch Developer Infrastructure

on YouTube 21m
Talkat PyTorch Conference 2023 · 2023-10-16..10-17· [devops-and-delivery, machine-learning]

speakers

name:Eli Uriegas
links:none on file
name:Omkar Salpekar
links:none on file

resources

video:https://youtu.be/I95KmF6KSIA
slides:none on file

summary

Updates present a concrete developer-infra stack: hud.pytorch.org timeline for CI signal, a GitHub-first bot merge implementation, automated flaky-test detection that disables without code changes and reenables daily, and an OSS CI cluster of 3,500 machines serving heterogeneous GPUs/OS. Release infra publishes ~200,000 binaries/year; a full PR triggers about 2.3 million tests per PR and developers wait ~4 hours for full signal. Target-determination proof uses Code Llama 7B embeddings to rank relevant tests and shows promising reduction of irrelevant runs.

AI-written summary · about

chapters (5)

  1. 0:00PyTorch dev infrastructure intro
  2. 3:07PyTorch dev tools overview
  3. 7:17Release infra and automation
  4. 12:57LLMs for dev experience
  5. 20:00Future vision & Q&A

related talks

~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.