Session

2:00pm - 2:05pm	Welcome to SC Workshop SHDA 2023 Presenter Tong Shu
2:05pm - 3:00pm	Keynote: Design of Efficient and Privacy Preserving Machine Learning Presenter Caiwen Ding
3:00pm - 3:30pm	SHDA – Afternoon Break
3:30pm - 3:50pm	Accuracy-Constrained Efficiency Optimization and GPU Profiling of CNN Inference for Detecting Drainage Crossing Locations Author/Presenters Yicheng Zhang Dhroov Pandey Di Wu Turja Kundu Ruopu Li Tong Shu
3:50pm - 4:14pm	Invited Talk: I/O Profiling and Benchmarking for AI Applications Presenter Huihuo Zheng
4:14pm - 4:34pm	Benchmarking and In-Depth Performance Study of Large Language Models on Habana Gaudi Processors Author/Presenters Chengming Zhang Baixi Sun Xiaodong Yu Zhen Xie Weijian Zheng Kamil A. Iskra Pete Beckman Dingwen Tao
4:34pm - 4:58pm	Invited Talk: When Optimizing Software Produces Optimized Hardware – A Case for Statically-Interpretable Control-Flow Programs Presenter Louis-Noel Pouchet
4:58pm - 5:18pm	Pareto Optimization of CNN Models via Hardware-Aware Neural Architecture Search for Drainage Crossing Classification on Resource-Limited Devices Author/Presenters Yuke Li Jiwon Baik Md Marufi Rahman Iraklis Anagnostopoulos Ruopu Li Tong Shu
5:18pm - 5:28pm	Accelerating Hyperparameter Optimization Algorithms with Mixed Precision Author/Presenters Marcel Aach Rakesh Sarma Eray Inanc Morris Riedel Andreas Lintermann
5:28pm - 5:30pm	Workshop SHDA23 Wrap-Up Presenter Tong Shu