Linux Kernel Journey

Sep 24, 2025 · Fundamentals

Fine-Grained GPU Code Modifications: Boosting CUDA Performance

This article explains why certain GPU performance gains require direct CUDA kernel edits and walks through fine‑grained techniques such as data‑layout restructuring, warp‑level primitives, tiled memory accesses, kernel fusion, and dynamic execution paths, backed by code examples and benchmark insights.