Tools · MarkTechPost ·
A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention
A tutorial demonstrates tile-based GPU programming with NVIDIA’s cuTile and Triton in a Colab workflow. It covers vector addition, GELU, softmax, matrix multiplication, and flash attention, validating results against PyTorch and using Triton when cuTile is unavailable.