GPU Programming using Rust and CUDA | Exploring Rust's potential in GPU and parallel computing using Rust-CUDA, cuda-oxide, and RustaCUDA
Langue : anglais
Edité par GitforGits, 2026
- Livre broché
- Neuf

Vendeur : preigu, Osnabrück, Allemagnepreigu
Vendeur AbeBooks depuis 5 août 2024
Etat: Neuf
EUR 66,45
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GPU Programming using Rust and CUDA | Exploring Rust's potential in GPU and parallel computing using Rust-CUDA, cuda-oxide, and RustaCUDA | Maris Fenlor | Taschenbuch | Englisch | 2026 | GitforGits | EAN 9789349174375 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.
N° de réf. du vendeur 136371689
- Titre
- GPU Programming using Rust and CUDA | Exploring Rust's potential in GPU and parallel computing using Rust-CUDA, cuda-oxide, and RustaCUDA
- Auteur
- Maris Fenlor
- Éditeur
- GitforGits
- Année de publication
- 2026
- État de l'article
- Neu
- Reliure
- Taschenbuch
- Langue
- anglais
- ISBN à 10 chiffres
- 9349174375
- ISBN à 13 chiffres
- 9789349174375
- Poids de l'article
- 323 grammes
- Dimensions
- 235 x 191 x 9 mm
- Catalogues du vendeur
- Bücher
C++ has been the go-to for GPU programming for almost 20 years. Can Rust do the job, and how well?
This book is all about getting hands-on with different toolchains that connect Rust to NVIDIA hardware. There's RustaCUDA for safe host-side control, the Rust-CUDA project for writing kernels in pure Rust, and NVIDIA's experimental cuda-oxide compiler with its typed launches and async execution graphs.
We're going to build one Cargo workspace that keeps on growing. It'll include device queries, launch planning, Rust-written kernels, memory optimization, parallel reductions and scans, multi-stream pipelines, matrix multiplication benchmarked against cuBLAS, a Monte Carlo option pricer validated against a closed formula, and a complete batched inference application measured against a Python baseline. We'll check every result against a CPU reference, and the reports will give accurate numbers, including where libraries outperform hand-written kernels and where experimental toolchains are still a work in progress.
Key Learnings
- Launch, synchronize, and verify GPU kernels with ownership-managed device memory.
- Write real CUDA kernels using Rust-CUDA and cuda-oxide.
- Plan grids, blocks, and warps for 2D workloads.
- Accelerate transfer speeds with pinned memory and coalesced access patterns.
- Build race-free thread cooperation using shared memory, barriers, and atomics.
- Overlap transfers with computation using streams, events, and async Rust pipelines.
- Optimize matrix multiplication and benchmark against cuBLAS ceiling.
- Wrap CUDA C library safely with handles, error enums, and Drop.
- Ship complete batched GPU inference application against Python baselines.
- Diagnose performance with Nsight Systems, Nsight Compute, and compute-sanitizer.
Table of Content
- New Beneficiary of GPU Computing
- Thinking in Threads
- Commanding GPU
- Writing GPU Kernels
- Cleaner Kernels with cuda-oxide
- Mastering GPU Memory
- Making Threads Cooperate
- Keeping GPU Busy
- Delivering Real Math
- Borrowing NVIDIA's Muscle
- Shipping Complete GPU Application
- Proving Performance
« Synopsis » peut appartenir à une autre édition de cet ouvrage.
preigu
Osnabrück, Allemagne
Vendeur AbeBooks depuis 5 août 2024
Frais d'expédition de Allemagne vers Etats-Unis
| Article | 60 à 60 jours ouvrés | 60 à 60 jours ouvrés |
|---|---|---|
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