Python on GPUs: Speeding Up Machine Learning

CUDA Python is a ground up exposure of the CUDA ecosystem in a Pythonic way. By doing this, OSS codes are able to use CUDA directly with supported APIs and languages that are tested the day new hardware is released. OSS codes such as CuPy and PyTorch have adopted this new exposure. Additionally, we released CUDA Tile that makes coding kernels much more akin to working with numpy arrays. We will go through the new exposure and dive into examples of owning your machine learning pipeline with CUDA Python.