2 papers
math.NA2020
Mixed precision matrix interpolative decompositions for model reduction
Alec Michael Dunton, Alyson Fox
Renewed interest in mixed-precision algorithms has emerged due to growing data capacity and bandwidth concerns, as well as the advancement of GPUs, which enable significant speedup…
math.NA2019
Rounding Error Analysis of Mixed Precision Block Householder QR Algorithms
L. Minah Yang, Alyson Fox, Geoffrey Sanders
Although mixed precision arithmetic has recently garnered interest for training dense neural networks, many other applications could benefit from the speed-ups and lower storage co…