Python out-of-memory

Open-source Python projects categorized as out-of-memory
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Topics: Oom Python neural-network Pytorch Kernel
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Top 4 Python out-of-memory Projects

  • koila

    Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

  • nohang

    A sophisticated low memory handler for Linux

    • Project mention: There is an oom kill count in Linux | news.ycombinator.com | 2023-12-31

    For desktop use, nohang does what the name says.

    https://github.com/hakavlad/nohang

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  • le9-patch

    [PATCH] mm: Protect the working set under memory pressure to prevent thrashing, avoid high latency and prevent livelock in near-OOM conditions

  • thrash-protect

    Simple-Stupid user-space program doing "kill -STOP" and "kill -CONT" to protect from thrashing. It works a bit like the ABS break on the car.

    • Project mention: earlyoom VS thrash-protect - a user suggested alternative | libhunt.com/r/earlyoom | 2023-10-12
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python out-of-memory related posts

  • There is an oom kill count in Linux

    1 project | news.ycombinator.com | 31 Dec 2023

  • Rare question

    1 project | /r/linux4noobs | 10 Jul 2023

  • Zswap vs zram in 2023, what's the actual practical difference?

    1 project | /r/linux | 27 Feb 2023

  • Why is systemd-oomd still a thing

    2 projects | /r/Fedora | 2 Feb 2023

  • Arch linux randomly freezes, especially when playing a youtube video or performing other video-related workload

    2 projects | /r/archlinux | 29 Dec 2022

  • Hakavlad / nohang – A sophisticated low memory handler for Linux

    1 project | news.ycombinator.com | 12 Dec 2022

  • Релиз ядра Linux 6.1

    1 project | /r/tjournal_refugees | 12 Dec 2022
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Index

What are some of the best open-source out-of-memory projects in Python? This list will help you:

Project Stars
1 koila 1,817
2 nohang 995
3 le9-patch 182
4 thrash-protect 160

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