tracel-ai/burn
View on GitHub ↗ ★ 16,212 Rust
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
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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 -
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 -
…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 -
…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 -
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 -
…so I just wrote down my findings in an unpublished "paper" and tabled it for now.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 -
…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 -
…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 -
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 -
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 -
…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 -
…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 -
…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 -
…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