piotr luszczek :: hpl

Mixed-Precision Numerical Linear Algebra Benchmarking on TPU

The project is to investigate the use of mixed-precision algorithms on Google TPU hardware. Traditional dense linear algebra targets one floating-point arithmetic with only moderate use of multiple precisions. With a novel support of new floating-point numbers in TPU, this gives us opportunity to research new formulations of traditional algorithms and deliver both performance and accuracy beyond what an naive implementation would provide.