Grace Dinh

According to our database, Grace Dinh authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Tackling the Matrix Multiplication Micro-Kernel Generation with Exo.

Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024

2023

Full Stack Optimization of Transformer Inference: a Survey.

Sehoon Kim, Coleman Hooper, Thanakul Wattanawong, Minwoo Kang, Ruohan Yan, Hasan Genc, Grace Dinh, Qijing Huang, Kurt Keutzer, Michael W. Mahoney, Yakun Sophia Shao, Amir Gholami

CoRR, 2023

DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators.

Charles Hong, Qijing Huang, Grace Dinh, Mahesh Subedar, Yakun Sophia Shao

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

2022

Communication bounds for convolutional neural networks.

Anthony Chen, James Demmel, Grace Dinh, Mason Haberle, Olga Holtz

Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022

2021

CoSA: Scheduling by Constrained Optimization for Spatial Accelerators.

Qijing Huang, Aravind Kalaiah, Minwoo Kang, James Demmel, Grace Dinh, John Wawrzynek, Thomas Norell, Yakun Sophia Shao

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020

Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds.

Grace Dinh, James Demmel

Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

2018

Communication-Optimal Convolutional Neural Nets.

James Demmel, Grace Dinh

CoRR, 2018