(5 events)   Timezone: »  
Show all »
Toggle Poster Visibility
Oral
Tue Aug 30 04:00 PM -- 04:18 PM (PDT) @ Exhibit Hall A
Revelio: ML-Generated Debugging Queries for Finding Root Causes in Distributed Systems
Pradeep Dogga · Karthik Narasimhan · Anirudh Sivaraman · Shiv Saini · George Varghese · Ravi Netravali
Oral
Tue Aug 30 04:18 PM -- 04:36 PM (PDT) @ Exhibit Hall A
Randomness in Neural Network Training: Characterizing the Impact of Tooling
Donglin Zhuang · Xingyao Zhang · Shuaiwen Song · Sara Hooker
Oral
Tue Aug 30 04:36 PM -- 04:54 PM (PDT) @ Exhibit Hall A
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning
Ningning Xie · Tamara Norman · Dominik Grewe · Dimitrios Vytiniotis
Oral
Tue Aug 30 04:54 PM -- 05:12 PM (PDT) @ Exhibit Hall A
dPRO: A Generic Performance Diagnosis and Optimization Toolkit for Expediting Distributed DNN Training
Hanpeng Hu · Chenyu Jiang · Yuchen Zhong · Yanghua Peng · Chuan Wu · Yibo Zhu · Haibin Lin · Chuanxiong Guo
Oral
Tue Aug 30 05:12 PM -- 05:30 PM (PDT) @ Exhibit Hall A
A Tale of Two Models: Constructing Evasive Attacks on Edge Models
Wei Hao · Aahil Awatramani · Jiayang Hu · Chengzhi Mao · Pin-Chun Chen · Eyal Cidon · Asaf Cidon · Junfeng Yang