This project is autoresearch for GPU kernels -- directly inspired by Andrej Karpathy's autoresearch, the original experiment in autonomous AI research agents for LLM training. Karpathy showed that an AI agent can run hundreds of experiments overnight, methodically exploring a search space and logging every result. AutoKernel applies that same loop -- agent edits one file, runs a fixed evaluation, keeps or reverts -- to the domain of GPU kernel optimization with Triton.
Step right up to our digital exhibition! We've prepared intriguing challenges. I assigned vibecoding practitioners three assignments. When participants voiced dissatisfaction, I generously expanded the list to eight tasks. I personally completed half of these and received mediocre evaluations. How did the collective fare? Continue reading to discover the outcomes!
，更多细节参见有道翻译
与此同时，注重品质的银发游客日益增多，走马观花式旅游已非主流。在沉浸式慢生活中调理身心，或深度体验当地生活，品尝特色美食，了解民俗文化，接触非遗技艺……健康、文化、社交与体验成为选择目的地的核心要素。，这一点在Facebook广告账号,Facebook广告账户,FB广告账号中也有详细论述
Иллюстрация: Пелагия Тихонова / РИА Новости
美国学生参访重庆史迪威博物馆 重温中美共同抗战岁月