|
| 1 | +--- |
| 2 | +title: "Rust CUDA August 2025 project update" |
| 3 | +authors: [LegNeato] |
| 4 | +draft: true |
| 5 | +tags: ["announcement", "cuda"] |
| 6 | +--- |
| 7 | + |
| 8 | +import Gh from "@site/blog/src/components/UserMention"; |
| 9 | + |
| 10 | +Rust CUDA enables you to write and run [CUDA](https://developer.nvidia.com/cuda-toolkit) |
| 11 | +kernels in Rust, executing directly on NVIDIA GPUs using [NVVM |
| 12 | +IR](https://docs.nvidia.com/cuda/nvvm-ir-spec/index.html). |
| 13 | + |
| 14 | +Work continues at a rapid pace with significant improvements landing regularly. Here's |
| 15 | +what's new since our last update. |
| 16 | + |
| 17 | +**To follow along or get involved, check out the [`rust-cuda` repo on GitHub](https://github.com/rust-gpu/rust-cuda).** |
| 18 | + |
| 19 | +<!-- truncate --> |
| 20 | + |
| 21 | +## Chimera demo blog post |
| 22 | + |
| 23 | +We published a [blog post](./2025-07-25-rust-on-every-gpu.mdx) about our |
| 24 | +[demo](https://github.com/LegNeato/rust-gpu-chimera) showcasing a single shared Rust |
| 25 | +codebase that runs on every major GPU platform. The demo uses Rust CUDA for CUDA |
| 26 | +support. |
| 27 | + |
| 28 | +The post reached [#1 on Hacker News](https://news.ycombinator.com/item?id=44692876) and |
| 29 | +was [popular on |
| 30 | +Reddit](https://www.reddit.com/r/rust/comments/1m96z61/rust_running_on_every_gpu/). |
| 31 | + |
| 32 | +## Rust toolchain updated |
| 33 | + |
| 34 | +Rust CUDA includes a compiler backend that compiles regular Rust code into [NVVM |
| 35 | +IR](https://docs.nvidia.com/cuda/nvvm-ir-spec/index.html). Because of this deep |
| 36 | +integration with compiler internals, Rust CUDA must use a very specific version of the |
| 37 | +Rust compiler. Rust CUDA now supports `nightly-2025-06-23`. |
| 38 | + |
| 39 | +This aligns Rust CUDA with the [Rust GPU](https://github.com/Rust-GPU/rust-gpu) project, |
| 40 | +which uses the [same toolchain |
| 41 | +version](https://github.com/Rust-GPU/rust-gpu/blob/df1628a032d22c864397417c2871b74d602af986/rust-toolchain.toml). |
| 42 | +Having both projects on the same Rust version enabled the aforementioned |
| 43 | +[demo](https://github.com/LegNeato/rust-gpu-chimera) to work with fewer hacks. |
| 44 | + |
| 45 | +## Migration to glam |
| 46 | + |
| 47 | +Maintainers <Gh user="jorge-ortega" /> and <Gh user="LegNeato" /> migrated from the |
| 48 | +`vek` math library to [`glam`](https://github.com/bitshifter/glam-rs) in [PR |
| 49 | +#180](https://github.com/Rust-GPU/Rust-CUDA/pull/180). Glam is used by the [Rust |
| 50 | +GPU](https://github.com/Rust-GPU/rust-gpu) project and this consistency enables easier |
| 51 | +code reuse. |
| 52 | + |
| 53 | +While `vek` is still re-exported at `cuda_std::vek`, it is deprecated and will be |
| 54 | +removed in the future. |
| 55 | + |
| 56 | +## i128 support |
| 57 | + |
| 58 | +<Gh user="LegNeato" /> implemented emulation for `i128` operations that aren't natively |
| 59 | +supported by the version of LLVM NVIDIA's tools are based on. |
| 60 | + |
| 61 | +With this support, Rust CUDA's compiler backend can now correctly compile the [`sha2` |
| 62 | +crate from crates.io](https://crates.io/crates/sha2). We've added [an |
| 63 | +example](https://github.com/Rust-GPU/Rust-CUDA/tree/main/examples/cuda/sha2_crates_io) |
| 64 | +demonstrating the same `sha2` crate used on both CPU and GPU. |
| 65 | + |
| 66 | +Using unmodified crates from crates.io on the GPU is one of the unique benefits of using |
| 67 | +Rust for GPU programming. |
| 68 | + |
| 69 | +## Target feature support |
| 70 | + |
| 71 | +[PR #239](https://github.com/Rust-GPU/Rust-CUDA/pull/239) added support for CUDA compute |
| 72 | +capability target features. Developers can now use `#[target_feature(enable = |
| 73 | +"compute_75")]` to conditionally compile code for specific GPU architectures, enabling |
| 74 | +better optimization and feature detection at compile time. |
| 75 | + |
| 76 | +For more details, check out the |
| 77 | +[documentation](https://rust-gpu.github.io/Rust-CUDA/guide/compute_capabilities.html). |
| 78 | + |
| 79 | +## Added compiletests |
| 80 | + |
| 81 | +Previously we only verified that the project built in CI. GitHub Actions runners do not |
| 82 | +have NVIDIA GPUs, so we could not run tests to confirm correct behavior. This made |
| 83 | +changes risky because regressions could slip through unnoticed. |
| 84 | + |
| 85 | +<Gh user="LegNeato" /> ported the |
| 86 | +[`compiletest`](https://github.com/Manishearth/compiletest-rs) infrastructure from [Rust |
| 87 | +GPU](https://github.com/Rust-GPU/rust-gpu) to work with Rust CUDA. Compile tests let us |
| 88 | +confirm that the compiler backend behaves correctly and generates the expected code. |
| 89 | +While not full runtime testing, this change significantly improves reliability and makes |
| 90 | +regressions easier to catch. |
| 91 | + |
| 92 | +## Multi-architecture Docker images |
| 93 | + |
| 94 | +Rust CUDA uses a version of NVVM based on LLVM 7.1 and getting it set up manually can be |
| 95 | +tedious and error-prone. Rust CUDA's [docker |
| 96 | +images](https://github.com/orgs/Rust-GPU/packages?repo_name=Rust-CUDA) aim to solve the |
| 97 | +setup issue. <Gh user="LegNeato" /> updated our Docker infrastructure to add support for |
| 98 | +ARM64. |
| 99 | + |
| 100 | +## Call for contributors |
| 101 | + |
| 102 | +We need your help to shape the future of CUDA programming in Rust. Whether you're a |
| 103 | +maintainer, contributor, or user, there's an opportunity to [get |
| 104 | +involved](https://github.com/rust-gpu/rust-cuda). We're especially interested in adding |
| 105 | +maintainers to make the project sustainable. |
| 106 | + |
| 107 | +Be aware that the process may be a bit bumpy as we are still getting the project in |
| 108 | +order. |
| 109 | + |
| 110 | +If you'd prefer to focus on non-proprietary and multi-vendor platforms, check out our |
| 111 | +related **[Rust GPU](https://rust-gpu.github.io/)** project. It is similar to Rust CUDA |
| 112 | +but targets [SPIR-V](https://www.khronos.org/spir/) for |
| 113 | +[Vulkan](https://www.vulkan.org/) GPUs. |
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