2 papers
cs.DS2020
Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds
Grace Dinh, James Demmel
Reducing communication - either between levels of a memory hierarchy or between processors over a network - is a key component of performance optimization (in both time and energy)…
cs.DS2018
Communication-Optimal Convolutional Neural Nets
James Demmel, Grace Dinh
Efficiently executing convolutional neural nets (CNNs) is important in many machine-learning tasks. Since the cost of moving a word of data, either between levels of a memory hiera…