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NVIDIA/cuda-rust

cuda-oxide is a Rust-to-CUDA compiler that lets you write (SIMT) GPU kernels in safe(ish), idiomatic Rust. It compiles standard Rust code directly to PTX — no DSLs, no foreign language bindings, just Rust.

Rust ◇ async Apache-2.0
★3.6KSTARS
⑂290FORKS
!86ISSUES
🏆#1,924GLOBAL RANK
🔥1DAYS TRENDING
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Momentum

+91

STARS · LAST 30 DAYS

3

PER DAY

#196

MOST-STARRED Rust

Window7 days30 days90 days
Stars gained+21+91+270
Per day333
Forks gained+1+6+15

cuda-rust gained 91 stars in the last 30 days, about 3 a day, and now has 3.6K. It is about 1 year old and has averaged roughly 3.6K stars a year. It ranks #196 among Rust repositories and #1,924 across all languages on GitHubRepo.

Trending Record

cuda-rust has maintained a continuous presence across global trending indexes, peaking at #3146. Below is the 30-day activity profile:

💡 Overview

cuda-rust is an open-source project written in Rust: cuda-oxide is a Rust-to-CUDA compiler that lets you write (SIMT) GPU kernels in safe(ish), idiomatic Rust. It compiles standard Rust code directly to PTX — no DSLs, no foreign language bindings, just Rust.

Engineered for speed, consistency, and developer ease, it solves common hurdles in async, compiler-backend, cuda. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Rust for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ cargo install cuda-rust

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Rust toolchain (rustc / cargo >= 1.70)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

cuda-rust coordinates its core functionality through a modular Rust pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed cuda-rust into Rust backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install cuda-rust using your package manager: `cargo install cuda-rust`

2

Initialize your project workspace or configuration file for cuda-rust.

3

Import cuda-rust into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `cuda-rust --help` to verify successful setup.

👍 Strengths

Active community backing with 3,641 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Rust for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Rust and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

NVIDIA/cuda-rust is currently ranked #1,924 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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Frequently Asked Questions

What does cuda-rust do? +

cuda-oxide is a Rust-to-CUDA compiler that lets you write (SIMT) GPU kernels in safe(ish), idiomatic Rust. It compiles standard Rust code directly to PTX — no DSLs, no foreign language bindings, just Rust.

What language is cuda-rust written in? +

The primary language is Rust. Topics include: async, compiler-backend, cuda, gpu, heterogeneous-computing.

Is cuda-rust actively maintained? +

Yes, the last recorded push was on Oct 2, 2026 with 86 open issues being tracked.

How many stars does cuda-rust have? +

cuda-rust has 3,641 stars and 290 forks on GitHub.

How does cuda-rust rank among GitHub repositories? +

With 3,641 stars, NVIDIA/cuda-rust is ranked #1,924 globally across all repositories tracked on GitHubRepo and #196 among Rust projects.

What license is cuda-rust distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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