编辑｜Panda前些天，CMU 助理教授、TVM/XGBoost/MLC-LLM 的创造者陈天奇发布了一本免费在线书籍《Modern GPU Programming For MLSys（面向机器学习系统的现代 GPU 编程）》。这本书脱胎于他在 CMU 开设的「机器学习系统」（Machine Learning Systems）课程系列中新增的 GPU 编程专题课，内容聚焦当前大模型训练和推理中最核 ...

Graphics processing units (GPUs) are traditionally designed to handle graphics computational tasks, such as image and video processing and rendering, 2D and 3D graphics, vectoring, and more.

The big picture: Nvidia first released an open-source Linux GPU kernel driver in 2022 for cards based on the Turing architecture and newer. The company has since taken significant strides towards ...

NVIDIA has published the source code of its Linux kernel modules for the R515 driver, allowing developers to provide greater integration, stability, and security for Linux distributions. The source ...

Researchers from Stanford, Nvidia, and Together AI have developed a new technique that can discover new solutions to very complex problems. For example, they managed to optimize a critical GPU kernel ...