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Oral
Wed Aug 31 08:45 AM -- 09:03 AM (PDT) @ Exhibit Hall A
REX: Revisiting Budgeted Training with an Improved Schedule
In Efficient Training
John Chen · Cameron Wolfe · Tasos Kyrillidis
Oral
Wed Aug 31 09:03 AM -- 09:21 AM (PDT) @ Exhibit Hall A
SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud
In Efficient Training
Liang Luo · Liang Luo · Peter West · Peter West · Pratyush Patel · Pratyush Patel · Arvind Krishnamurthy · Luis Ceze · Luis Ceze
Oral
Wed Aug 31 09:21 AM -- 09:39 AM (PDT) @ Exhibit Hall A
Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining
In Efficient Training
Tim Kaler · Nickolas Stathas · Anne Ouyang · Alexandros-Stavros Iliopoulos · Tao Schardl · Charles E. Leiserson · Jie Chen
Oral
Wed Aug 31 09:39 AM -- 09:57 AM (PDT) @ Exhibit Hall A
Improving Model Training with Multi-fidelity Hyperparameter Evaluation
In Efficient Training
Yimin Huang · Yujun Li · Hanrong Ye · Zhenguo Li · Zhihua Zhang
Oral
Wed Aug 31 09:57 AM -- 10:15 AM (PDT) @ Exhibit Hall A None
Gyro Dropout: Maximizing Ensemble Effect in Neural Network Training
In Efficient Training
JUNYEOL LEE · HYUNGJUN OH · Jiwon Seo