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triton-lang/triton

View on GitHub ↗ ★ 20,510 MLIR

Development repository for the Triton language and compiler

38 mentions on Hacker News by 35 people: 14 stories, 24 comments · first 2021-07-29 · latest 2026-08-08

Mentions per year 38 mentions · busiest year 2025 (13)
20082026
  1. I was expecting DirectX in triton-lang https://github.com/triton-lang/triton
    comment by cl3misch · 2026-08-08 · in Triton: DirectX 11 Driver for QEMU
  2. https://github.com/triton-lang/triton https://github.com/tenstorrent/tt-mlir https://github.com/onnx/onnx-mlir https://github.com/openxla/stablehlo plenty more - just google
    comment by mathisfun123 · 2026-05-09 · in Mojo 1.0 Beta
  3. ▲ 1
    I fixed a segfault in Triton that broke every RTX 5070/5080/5090
    story by pat90000 · 2026-03-17 · 0 comments
  4. …for Tiled Neural Network Computations: https://dl.acm.org/doi/10.1145/3315508.3329973 [6] Triton: https://github.com/triton-lang/triton
  5. Here is a recent example that lack of archived discussion causes problem: https://github.com/triton-lang/triton/issues/9539
  6. ▲ 2
    Triton Plugins
    story by zer0zzz · 2025-11-30 · 0 comments
  7. https://github.com/triton-lang/triton/pull/7298#discussion_r... > By disassembly of ptxas, it is indeed hard-coded that they have logic like: strstr(kernel_name, "cutlass"). > it is likely that, this is an unstable, experimental,…
  8. ▲ 338
    Fp8 runs ~100 tflops faster when the kernel name has "cutlass" in it
    story by mmastrac · 2025-10-03 · 166 comments
  9. …becoming intractable as the triton middle-end simply can't keep up. Some more info in this issue: https://github.com/triton-lang/triton/issues/7392
  10. ▲ 83
    Gluon: a GPU programming language based on the same compiler stack as Triton
    story by matt_d · 2025-09-17 · 24 comments
  11. …number of results for the similarly named inference server but I think the Triton discussed here is https://github.com/triton-lang/triton (although the commits that I spot checked were all from @openai.com emails, not nvidia)
  12. …even buggy. [1] https://github.com/ROCm/composable_kernel?tab=readme-ov-file#composable-kernel [2] https://github.com/triton-lang/triton?tab=readme-ov-file#triton [3] https://github.com/ROCm/HIP?tab=readme-ov-file#what-is-this-repository-fo…
  13. https://github.com/triton-lang/triton/pull/7298/commits/a5e2... It's literally in the code.
  14. actual link: https://github.com/triton-lang/triton/pull/7298
  15. ▲ 4
    Fp8 runs ~100 tflops faster when the kernel name has "cutlass" in it
    story by mmastrac · 2025-07-10 · 0 comments
  16. no but it will help you understand ML compilers :) https://github.com/triton-lang/triton/blob/main/include/trit...
    comment by almostgotcaught · 2025-06-01 · in A Beautiful Technique for Some XOR Related Problems
  17. ▲ 2
    Triton Support for Blackwell
    story by elgatolopez · 2025-02-05 · 0 comments
  18. ▲ 1
    Automatic Warp Specialization in Triton
    story by subharmonicon · 2025-01-19 · 0 comments
  19. …of python ( usually older than packaged ) but current LTS is out of luck for guidance or packages. https://github.com/triton-lang/triton/issues/4978
  20. …contributed a few Windows support-related changes back in 2021 as an independent contributor: https://github.com/triton-lang/triton/pulls?q=is%3Apr+is%3Ac...
    comment by lostmsu · 2024-10-18 · in Triton Fork for Windows Support
  21. …seem willing to collaborate as long as the patches sent are reasonably minimal and high quality https://github.com/triton-lang/triton/pull/4045#issuecomment...
    comment by zorgmonkey · 2024-10-17 · in Triton Fork for Windows Support
  22. …worse yet, does not accept community PRs to enable any sort of support. Here's the github issue: https://github.com/triton-lang/triton/issues/1640 And here's the performance comparison of Flex Attention with and without torch.compile (tldr…
    comment by Scene_Cast2 · 2024-10-17 · in Triton Fork for Windows Support
  23. …), albeit only on a subset of cards. Triton added (initial) support for ROCm relatively recently ( https://github.com/triton-lang/triton/pull/1983 ). Production-scale LLM inference is now entirely possible with ROCm, via first-party…
  24. …targeting other backends 2) Phil himself said he doesn't care to support other backends https://github.com/openai/triton/pull/1797#issuecomment-1730...
    comment by fpgamlirfanboy · 2024-03-16 · in Show HN: Flash Attention in ~100 lines of CUDA
  25. ▲ 1
    OpenAI Triton: language and compiler for highly efficient Deep-Learning
    story by tosh · 2024-02-28 · 0 comments
  26. …From what I've gathered many of the larger "production" inference tools use compilers: - https://github.com/openai/triton - https://github.com/NVIDIA/TensorRT TVM and other compiler-based approaches seem to really perform really well and…
  27. ▲ 2
    Core Functionality for AMD #1983
    story by fvv · 2023-09-01 · 1 comment
  28. ▲ 2
    Project name easily confused with Nvidia triton
    story by Y_Y · 2023-08-07 · 0 comments
  29. Does anyone have more inside knowledge from OpenAI or AMD on AMDGPU support for Triton? I see this: https://github.com/openai/triton/issues/1073 But it's not clear to me if we will see AMD GPUs as first class citizens for pytorch in the…
    comment by DoingIsLearning · 2023-08-07 · in Nvidia's CUDA Monopoly
  30. …backend to Triton though I wonder if Mojo has advantages since it was designed with MLIR in mind? https://github.com/openai/triton/pull/1004
    comment by DocSavage · 2023-05-26 · in The tiny corp raised $5.1M
  31. Yeah, also see AMD engineers working on Triton support here: https://github.com/openai/triton/issues/46
    comment by singhrac · 2023-05-25 · in The tiny corp raised $5.1M
  32. ▲ 1
    Triton: Runtime for highly efficient custom Deep-Learning primitives
    story by nateb2022 · 2023-05-06 · 0 comments
  33. …going from development to test to production. This will help to unify everything. OpenAI Triton https://github.com/openai/triton/ is going for a similar goal. But this is a more fundamental approach.
  34. ▲ 2
    AMD Support for Triton
    story by saiyan86 · 2023-04-27 · 0 comments
  35. https://github.com/openai/triton/pull/1358#issue-1628393794 >One fun thing - after tracking down the code to the block of C++ code, ChatGPT-4 is what actually found the memory leak for me :) although I can't imagine what the prompt was.
    comment by mathisfun123 · 2023-04-07 · in Show HN: ChatGDB – GPT-Powered GDB Assistant
  36. ▲ 3
    Triton Language and Compiler
    story by tosh · 2023-04-01 · 0 comments
  37. How does this compare to https://github.com/openai/triton ? Why should I use this and not Triton?
    comment by posharma · 2021-08-12 · in Nvidia Releases CUDA Python
  38. ▲ 2
    Triton: Open-Source GPU Programming for Neural Networks
    story by pcaversaccio · 2021-07-29 · 0 comments