Ovojnica CUDA v programskem jeziku Go

Kroflič, Timotej (author), Lotrič, Uroš (mentor), Sluga, Davor (comentor)

Ogrodje CUDA podjetja Nvidia omogoča programiranje grafičnih procesnih enot in je zasnovano za uporabo v programskih jezikih C, C++ in Fortran. Naš cilj je omogočiti uporabo tega ogrodja tudi v programskem jeziku Go. To smo dosegli z razvojem ovojnic knjižnic in izdelavo medjezikovnega prevajalnika CudaGo. CudaGo deluje prek ukazne vrstice in omogoča pretvorbo izvorne kode ščepcev v programskem jeziku CUDA C++ v obliko, ki je uporabna v programskem jeziku go. Analiza zmogljivosti je pokazala, da naša rešitev pri izvajanju ščepcev dosega primerljive rezultate kot klasična rešitev, pri čemer uvaja le minimalne režijske stroške.

• Language: Slovenian
• Keywords: CUDA, Golang, go, Nvidia, ovojnica, orodje, CudaGo, medjezikovni prevajalnik
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FRI - Faculty of Computer and Information Science
• Year: 2025
• PID: 20.500.12556/RUL-168016
• COBISS.SI-ID: 232783107
• Publication date in RUL: 25.03.2025

Secondary language

• Language: English
• Title: A CUDA wrapper for Go programming language

Abstract

Nvidia's CUDA framework enables GPU programming and is designed for use with C, C++, and Fortran programming languages. Our goal is to make this framework accessible in the Go programming language as well. To achieve this, we have developed library wrappers and created the CudaGo source-to-source compiler. CudaGo operates via the command line, converting CUDA C++ kernels into a format compatible with Go. Performance analysis shows that our solution delivers execution speeds comparable to traditional methods while introducing only minimal overhead.

• Keywords: CUDA, Golang, Go, Nvidia, wrapper, tool, CudaGo, transpiler