NVIDIA cuTile Python tutorial demonstrates GPU kernel implementation for vector and matrix operations
NVIDIA cuTile Python Tutorial: Building Tiled GPU Kernels for Vector Addition, Matrix Addition, and Matrix Multiplication in Colab
MarkTechPost
Summary
A hands-on tutorial shows how to build tiled GPU kernels in NVIDIA cuTile Python for vector addition, matrix addition, and matrix multiplication in Colab. The implementation validates correctness against PyTorch and benchmarks median runtimes at each stage.