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Oral
Thu Apr 08 09:10 AM -- 09:30 AM (PDT)
Boveda: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick
In Session 9: Hardware
Isak Edo Vivancos · Sayeh Sharify · Daniel Ly-Ma · Ameer Abdelhadi · Ciaran Bannon · Milos Nikolic · Mostafa Mahmoud · Alberto Delmas Lascorz · Gennady Pekhimenko · Andreas Moshovos
Oral
Thu Apr 08 09:30 AM -- 09:50 AM (PDT)
Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models
In Session 9: Hardware
Shang Wang · Peiming Yang · Yuxuan Zheng · Xin Li · Gennady Pekhimenko
Oral
Thu Apr 08 09:50 AM -- 10:10 AM (PDT)
A Distributed Graph-Theoretic Framework for Automatic Parallelization in Multi-core Systems
In Session 9: Hardware
Guixiang Ma · Yao Xiao · Theodore Willke · Nesreen Ahmed · Shahin Nazarian · Paul Bogdan
Oral
Thu Apr 08 10:10 AM -- 10:30 AM (PDT)
Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More
In Session 9: Hardware
Shabnam Daghaghi · Nicholas Meisburger · Mengnan Zhao · Anshumali Shrivastava
Oral
Thu Apr 08 10:30 AM -- 10:50 AM (PDT)
Scaling Polyhedral Neural Network Verification on GPUs
In Session 9: Hardware
Christoph Müller · François Serre · Gagandeep Singh · Markus Püschel · Martin Vechev