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tracel-ai/burn

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Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

28 mentions on Hacker News by 15 people: 13 stories, 15 comments · first 2023-01-03 · latest 2026-06-17

Mentions per year 28 mentions · busiest year 2023 (14)
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  1. See also https://github.com/tracel-ai/burn
    comment by genxy · 2026-06-17 · in Show HN: cuTile Rust: Safe, data-race-free GPU kernels in Rust
  2. …that would also be appreciated. I'm currently thinking I will not work on it more until [burn]( https://github.com/tracel-ai/burn ) gets support for reinforcement learning. Any suggestions or comments are welcome, thanks!
    comment by dcampbell1100 · 2026-01-29 · in Hnefatafl
  3. ▲ 6
    Show HN: GitHub – Burn – Rust tensor library and deep learning framework
    story by criexe · 2026-01-16 · 1 comment
  4. ▲ 1
    Burn a Deep Learning Framework with flexibility, efficiency and portability
    story by bobajeff · 2025-10-08 · 0 comments
  5. Check out https://github.com/tracel-ai/burn project! It makes deploying models across different platforms easy. It uses Rust instead of Python.
    comment by antimora · 2025-09-11 · in How I solved PyTorch's cross-platform nightmare
  6. …or cuda [EDIT2] Another crate closer to this effort: https://github.com/tracel-ai/cubecl [0]: https://github.com/tracel-ai/burn [1]: https://github.com/huggingface/candle/
    comment by hardwaresofton · 2025-07-26 · in Rust running on every GPU
  7. …crate does it better, they store the backprop'd gradients in a separate container and return it: https://github.com/tracel-ai/burn/blob/af381ee18566fc27f5c98...
    comment by lschneider · 2025-06-21 · in Minimal auto-differentiation engine in Rust
  8. The need to build CubeCL came from the Burn deep learning framework ( https://github.com/tracel-ai/burn ), where we want to easily build algorithms like in CUDA with a real programming language, while also being able to integrate those…
    comment by nathanielsimard · 2025-04-24 · in CubeCL: GPU Kernels in Rust for CUDA, ROCm, and WGPU
  9. ▲ 3
    Burn v0.17: Deep Learning in Rust gets new backends and improved kernel fusion
    story by ashvardanian · 2025-04-23 · 0 comments
  10. …so I just wrote down my findings in an unpublished "paper" and tabled it for now. ________ [0]: https://github.com/tracel-ai/burn [1]: https://github.com/iced-rs/iced
    comment by airstrike · 2025-01-24 · in AI isn't going to kill the software industry
  11. ▲ 1
    Burn: Deep Learning Framework built using Rust
    story by antimora · 2024-04-24 · 0 comments
  12. …quality and correctness of every code change across backends and operating systems. Release Notes: https://github.com/tracel-ai/burn/releases/tag/v0.12.0 Burn Book: https://burn.dev/book/
    comment by nathanielsimard · 2024-01-31 · in Burn Deep Learning Framework Release 0.12.0 Improved API and PyTorch Integration
  13. ▲ 5
    Burn Deep Learning Framework Release 0.12.0 Improved API and PyTorch Integration
    story by nathanielsimard · 2024-01-31 · 1 comment
  14. …Now it seems possible. Here is the image classification example if you'd like to check out: https://github.com/tracel-ai/burn/tree/main/examples/image-c...
    comment by antimora · 2024-01-16 · in Web AI Model Testing: WebGPU, WebGL, and Headless Chrome
  15. ▲ 3
    Burn Deep Learning Framework v0.11.0 Released: Just-in-Time Kernel Fusion
    story by nathanielsimard · 2023-12-01 · 0 comments
  16. ▲ 2
    Burn – comprehensive dynamic Deep Learning Framework built using Rust
    story by flurly · 2023-11-24 · 0 comments
  17. ▲ 2
    Burn: Deep Learning Framework in Rust
    story by tim_sw · 2023-11-22 · 0 comments
  18. ▲ 5
    Deep Learning Framework in Rust: Burn 0.10.0 Released
    story by nathanielsimard · 2023-10-24 · 0 comments
  19. Hooray. Now I can run WebGPU ML on a cloudflare worker using Burn framework in Rust ( https://github.com/burn-rs/burn ). Burn has WebGPU backend in Rust.
    comment by antimora · 2023-09-27 · in You can now use WebGPU in Cloudflare Workers
  20. Burn (deep learning framework in rust) has WGPU backend (WebGPU) already. Check it out https://github.com/burn-rs/burn . It was released recently.
    comment by antimora · 2023-08-08 · in Candle: Torch Replacement in Rust
  21. ▲ 2
    Burn – A Flexible and Comprehensive Deep Learning Framework in Rust
    story by josh-sematic · 2023-08-07 · 0 comments
  22. ▲ 3
    Burn Deep Learning Framework Release 0.7.0
    story by nathanielsimard · 2023-05-06 · 0 comments
  23. …and complexity of C++, here is a Rust based DL framework we are developing, called Burn: https://github.com/burn-rs/burn . The super cool thing about Burn is that you can swap backends easily.
    comment by antimora · 2023-05-04 · in Mojo might be the biggest thing to happen in programming for decades
  24. …usage? I am trying to find a good allocator for tensor operations used in Burn's framework ( https://github.com/burn-rs/burn ). It uses the same vectors without any varying size changes.
    comment by antimora · 2023-04-08 · in Custom Allocators in Rust
  25. …Burn's ( https://burn-rs.github.io/ ) capabilities by implementing ONNX model importation ( https://github.com/burn-rs/burn/issues/204 ). This will enable users to generate model source code during build time and load weights at runtime.…
    comment by antimora · 2023-04-06 · in Chrome ships WebGPU
  26. …the contributors for Burn (Rust Deep Learning Framework). We have a plan adding a WebGPU backend ( https://github.com/burn-rs/burn/issues/243 ). Here is more about the framework Burn: https://burn-rs.github.io/
    comment by antimora · 2023-04-06 · in Chrome ships WebGPU
  27. ▲ 2
    Burn: Deep Learning Framework in Rust
    story by adamnemecek · 2023-01-09 · 0 comments
  28. ▲ 2
    Burn: Deep Learning Framework in Rust
    story by aviramha · 2023-01-03 · 0 comments