Infra Learning Club
Infra Learning Club
Mar 23, 2025 · Artificial Intelligence

Getting Started with cuda‑python and an Introduction to cuTicle

This article explains the cuda‑python ecosystem—including its core packages, installation via pip or conda, the experimental cuda.core API, a full Python‑to‑CUDA workflow with NVRTC compilation, performance comparison to C++, the covered APIs, and an overview of NVIDIA's new cuTicle programming model.

CUDAGPUNVRTC
0 likes · 11 min read
Getting Started with cuda‑python and an Introduction to cuTicle
Infra Learning Club
Infra Learning Club
Mar 22, 2025 · Artificial Intelligence

How to Write CUDA Kernels in Python – Insights from Nvidia GTC 2025

The article reviews Nvidia GTC 2025’s session on writing CUDA kernels with Python, compares tools such as Numba, CuPy, PyTorch extensions and cuda‑python, demonstrates a segmented reduction example with C++ and Python code, explains the underlying CUDA concepts, and shows how to install and use cuda‑python to simplify kernel development.

CUDACuPyGPU
0 likes · 10 min read
How to Write CUDA Kernels in Python – Insights from Nvidia GTC 2025