A CUDA challenge path for GPU programming practice

Published on August 12, 2026, the bookmark recommends LeetGPU challenges for practicing CUDA. The suggested path starts with naive SIMD kernels, advances to shared memory and tiling, then covers instructions from a recent architecture, such as WMMA and TMA, and reaches CuteDSL.

The aim is to practice CUDA concepts and tools through GPU programming challenges. To check the scope and sequence, consult the original LeetGPU post and compare its recommendations with official CUDA documentation and the documentation for the cited features; the bookmark reports no performance results or evaluation of the challenges.