Beyond Market Intelligence/roofline model

roofline model

roofline model at Beyond Market Intelligence is a file of one story. The newest of them: “From naive GEMM to FlashAttention: a free code-first GPU kernel series”. Most GPU kernel tutorials treat optimization as a black art. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every roofline model story on Beyond Market Intelligence, newest first.

Machine Learning

From naive GEMM to FlashAttention: a free code-first GPU kernel series

Most GPU kernel tutorials treat optimization as a black art. This series opens it up. The insight that performance is a data-movement problem first, compute second, reframes everything. Building FlashAttention from scratch, where tiling avoids writing the full attention matrix to memory, is a perfect worked example. The 44-session roadmap covers GEMM through Hopper architecture, with live profiling at every step. If you write production kernels, this is the kind of resource worth contributing feedback to.