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Oral
Tue Mar 03 02:30 PM -- 02:55 PM (PST) @ Ballroom A
Blink: Fast and Generic Collectives for Distributed ML
In Efficient Model Training 2
Guanhua Wang · Shivaram Venkataraman · Amar Phanishayee · Nikhil Devanur · Jorgen Thelin · Ion Stoica
Oral
Tue Mar 03 02:55 PM -- 03:20 PM (PST) @ Ballroom A
A Systematic Methodology for Analysis of Deep Learning Hardware and Software Platforms
In Efficient Model Training 2
Yu Wang · Gu-Yeon Wei · David Brooks
Oral
Tue Mar 03 03:20 PM -- 03:45 PM (PST) @ Ballroom A
MotherNets: Rapid Deep Ensemble Learning
In Efficient Model Training 2
Abdul Wasay · Brian Hentschel · Yuze Liao · Sanyuan Chen · Stratos Idreos
Oral
Tue Mar 03 03:45 PM -- 04:10 PM (PST) @ Ballroom A
MLPerf Training Benchmark
In Efficient Model Training 2
Peter Mattson · Christine Cheng · Gregory Diamos · Cody Coleman · Paulius Micikevicius · David Patterson · Hanlin Tang · Gu-Yeon Wei · Peter Bailis · Victor Bittorf · David Brooks · Dehao Chen · Debo Dutta · Udit Gupta · Kim Hazelwood · Andy Hock · Xinyuan Huang · Daniel Kang · David Kanter · Naveen Kumar · Jeffery Liao · Deepak Narayanan · Tayo Oguntebi · Gennady Pekhimenko · Lillian Pentecost · Vijay Janapa Reddi · Taylor Robie · Tom St John · Carole-Jean Wu · Lingjie Xu · Cliff Young · Matei Zaharia