ReQuEST@ASPLOS

Publications

2018

Jiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe. ReQuEST@ASPLOS (2018)
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, ReQuEST@ASPLOS 2018, Williamsburg, VA, USA, March 24, 2018 ReQuEST@ASPLOS (2018)
Ramyad Hadidi, Jiashen Cao, Matthew Woodward, Michael S. Ryoo, Hyesoon Kim
Real-Time Image Recognition Using Collaborative IoT Devices. ReQuEST@ASPLOS (2018)
Lanmin Zheng, Tianqi Chen
Optimizing Deep Learning Workloads on ARM GPU with TVM. ReQuEST@ASPLOS (2018)
Grigori Fursin, Thierry Moreau, Hillery C. Hunter, Yiran Chen, Charles Qi, Tianqi Chen
PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research. ReQuEST@ASPLOS (2018)
Thierry Moreau, Tianqi Chen, Luis Ceze
Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference. ReQuEST@ASPLOS (2018)
Anton Lokhmotov, Nikolay Chunosov, Flavio Vella, Grigori Fursin
Multi-objective autotuning of MobileNets across the full software/hardware stack. ReQuEST@ASPLOS (2018)
Yiran Chen
Keynote. ReQuEST@ASPLOS (2018)