NVIDIA blog walks through modern CUDA optimization techniques

NVIDIA's developer blog presents a step-by-step CUDA optimization walkthrough covering six incremental improvements, including CCCL API adoption, Compute Sanitizer, NVTX, CUB algorithms, pooled and pinned containers, and per-thread streams. Companion code and Google Colab option are provided.
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