Chris Elrod

Statistician and SIMD-enthusiast.

Talks:

19:30 UTC

Roadmap to Julia BLAS and LinearAlgebra

07/29/2021, 7:30 PM8:00 PM UTC
Purple

BLAS & LAPACK are an integral component of many numerical algorithms. Due to their importance, a lot of effort has gone into optimizing ASM/C/Fortran implementations. Nonetheless, early work demonstrated Julia implementations were often faster than competitors, while laying groundwork for new routines specialized for new problems. We discuss a roadmap toward providing Julia BLAS and LAPACK libraries, from optimizations in LoopVectorization to libraries like Octavian and RecursiveFactorization.

Platinum sponsors

Julia Computing

Gold sponsors

Relational AI

Silver sponsors

Invenia LabsConningPumas AIQuEra Computing Inc.King Abdullah University of Science and TechnologyDataChef.coJeffrey Sarnoff

Media partners

Packt Publication

Fiscal Sponsor

NumFOCUS