GPUs, born to push pixels, evolved into the engine of the deep learning revolution and now sit at the center of the AI ...

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 ...

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 ...

Abstract: Heterogeneous CPU-GPU systems are extensively utilized in high-performance computing. Compute Unified Device Architecture (CUDA) [1] is a model for programming the GPUs. A CUDA program ...