New Approaches to Rust GPU Programming: Taming SIMT with Type Systems
Introduction In the world of GPU programming, we often face difficult trade-offs between performance and code quality. Traditional GPU programming adopts the SIMT (Single Instruction Multiple Threads) model, which means that if threads execute different instruction branches, performance loss occurs. To pursue extreme performance, we often have to sacrifice type safety and maintainability of the … Read more