Grace Dinh

Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds

James Demmel, Grace Dinh, J. Demmel, 2020, SPAA.

CoSA: Scheduling by Constrained Optimization for Spatial Accelerators

James Demmel, John Wawrzynek, Aravind Kalaiah, 2021, 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA).

Full Stack Optimization of Transformer Inference: a Survey

Michael W. Mahoney, K. Keutzer, A. Gholami, 2023, ArXiv.

Communication-Optimal Convolutional Neural Nets pdf

James Demmel, Grace Dinh, J. Demmel, 2018, ArXiv.

Full Stack Optimization of Transformer Inference

Michael W. Mahoney, K. Keutzer, A. Gholami, 2023 .

Sample-Efficient Mapspace Optimization for DNN Accelerators with Bayesian Learning

J. Demmel, Yang Liu, Grace Dinh, 2023 .

Communication bounds for convolutional neural networks

J. Demmel, Grace Dinh, Olga Holtz, 2022, PASC.