I'm focusing on starting 2025 by getting more actively connected to research in a variety of fields for the year.
Articles tagged with SIMD
FormaK Week in Review 2023-01-13 Building
It's been a little while since I last wrote about Formak ( FormaK Under The Hood: Optimization for scikit-learn integration , Sat 08 October 2022). Since then, I've been busy adding functionality to FormaK and I've also been improving the tooling for the project, inspired by Boring Python: code quality. The latest piece of functionality is the C++ code generation. The PR is in progress, but the initial experiments have proved out that the generation pipeline is feasible and able to be integrated into bazel.
CPU Modeling: First Order Latency and Data Dependencies Building
This post is a new episode in a miniseries focused on modeling the workings of a CPU to use for generating optimal code. This post focuses on taking a sequence of instructions and simulating their results while respecting the latency of each instruction execution and data dependencies between instructions.
SIMD and Graphs: Partitioning Graphs into data-dependency levels Building
This post is a new episode in a miniseries focused on SIMD instructions. This second post focuses on fusing common single operations across multiple data
SIMD and Graphs: Graph Matching Building
This post is a new episode in a miniseries focused on SIMD instructions. This first post focuses on matching points in the compute graph where we can combine individual instructions to form SIMD instructions.