triton

Development repository for the Triton language and compiler (by openai)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better triton alternative or higher similarity.

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Reviews and mentions

Posts with mentions or reviews of triton. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-12.
  • Nvidia Releases CUDA Python
    news.ycombinator.com | 2021-08-12
  • Triton: Open-Source GPU Programming for Neural Networks
    news.ycombinator.com | 2021-07-29
    reddit.com/r/cpp | 2021-07-28
    reddit.com/r/OpenAI | 2021-07-28
  • [N] Introducing Triton: Open-Source GPU Programming for Neural Networks
    I see from the repo that there are currently only a few ops implemented. Looking in to the code, it seems like implementing cross_entropy and matmul ops is doable though not trivial.
    Triton is pretty well integrated in PyTorch, so you can just write individual `torch.autograd.Function` using Triton directly, rather than having to handle CUDA in separate files. You can find an example of how to do this for a custom softmax + cross-entropy function here
  • [N] OpenAI Releases Triton, An Open-Source Python-Like GPU Programming Language For Neural Networks
    OpenAI released their newest language, Triton. This open-source programming language that enables researchers to write highly efficient GPU code for AI workloads is Python-compatible and comes with the ability of a user to write in as few as 25 lines, something on par with what an expert could achieve. OpenAI claims this makes it possible to reach peak hardware performance without much effort, making creating more complex workflows easier than ever before!

Stats

Basic triton repo stats
9
3,212
8.7
2 days ago

openai/triton is an open source project licensed under MIT License which is an OSI approved license.

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