Huan XuSparse GEMM and Tensor Core’s Structured SparsityThe world of scientific computing and deep neural networks is abuzz with the term sparse general matrix multiplication (spGEMM). But what…6 min read·Jan 19, 2024----
Huan XuA Trip to Kernels: Understanding PyTorch’s Internal ArchitectureIf you’re here, you know that PyTorch is one of the most popular libraries among deep learning practitioners. It is highly efficient, and…5 min read·Jul 8, 2023--1--1
Huan XuStream OpenAI with FastAPI and Consuming it with React.jsProblem Statement6 min read·Mar 29, 2023--3--3
Huan XuinAWS TipWarm a Vercel-hosted Next.js Website with Cloudflare WorkersWhen I hosted a Next.js-based ChatGPT clone on Vercel using the open-source project chatbot-ui for my parents in China, I noticed a…2 min read·Mar 29, 2023----