I recently read an article by Adam Mainz (@MainzOnX) titled "What even is a kernel?". It is an introductory article that ...

A GPU kernel is the code that runs on the GPU when you call an operation like torch.matmul, as thousands of copies at once.

"I want to start machine learning, but it seems difficult..." "Don't I need advanced knowledge of mathematics or programming?

2026年10月5日，AMD正式发布适配ROCm10.1的Windows平台专属显卡驱动程序，为消费级与专业级显卡的本地AI推理、GPU通用计算场景提供官方软硬件适配支持。注：ROCm是AMD面向GPU通用计算与AI算力调度的开源核心软件平台，集成运 ...