What is this book about? Hands-On GPU Programming with Python and CUDA hits the ground running: you’ll start by learning how to apply Amdahl’s Law, use a code profiler to identify bottlenecks in your ...

Nvidia Corporation has launched its largest CUDA update in two decades, signaling a strategic response to open-source competition from Triton. The NVDA update introduces a tile-based programming model ...

CUDA-L2 is a system that combines large language models (LLMs) and reinforcement learning (RL) to automatically optimize Half-precision General Matrix Multiply (HGEMM) CUDA kernels. CUDA-L2 ...

NVIDIA近日宣布推出CUDA 13.1版本，这一更新被官方誉为自2006年CUDA平台问世以来最具突破性的升级。其核心亮点在于引入了名为CUDA Tile的全新编程模型，将GPU编程的抽象层级提升至全新高度，为开发者开辟了更高效的并行计算路径。 传统SIMT（单指令多线程）模型 ...

这个自 2006 年 CUDA 平台诞生以来规模最大、最全面的更新包括： NVIDIA CUDA Tile 的发布，这是英伟达基于 tile 的编程模型，可用于抽象化专用硬件，包括张量核心。 Runtime API exposure of green contexts（是指把所谓的 Green Context「指轻量级的、可并发调度的上下文或执行 ...

It was dark and silent, with a chill in the air, as an army of police vehicles blue-lighted their way through the city, headed for one destination. If you told me at 6.20am that Merseyside Police were ...