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Oral
Mon Aug 29 08:45 AM -- 09:03 AM (PDT) @ Exhibit Hall A
Pathways: Asynchronous Distributed Dataflow for ML
Sudip Roy · Jeff Dean · Sanjay Ghemawat · Ryan Sepassi · Hyeontaek Lim · Michael Isard · Paul Barham · Yonghui Wu · Laurent Shafey · Aakanksha Chowdhery · Chandu Thekkath · Brennan Saeta · Parker Schuh · Daniel Hurt · Ruoming Pang · Steven Hand
Oral
Mon Aug 29 09:03 AM -- 09:21 AM (PDT) @ Exhibit Hall A
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration
Zirui Xu · Zirui Xu · Fuxun Yu · Jinjun Xiong · Jinjun Xiong · Xiang Chen
Oral
Mon Aug 29 09:21 AM -- 09:39 AM (PDT) @ Exhibit Hall A
Random Offset Block Embedding (ROBE) for compressed embedding tables in deep learning recommendation systems
Aditya Desai · Li Chou · Anshumali Shrivastava
Oral
Mon Aug 29 09:39 AM -- 09:57 AM (PDT) @ Exhibit Hall A
ML-EXray: Visibility into ML Deployment on the Edge
Hang Qiu · Ioanna Vavelidou · Jian Li · Evgenya Pergament · Pete Warden · Sandeep Chinchali · Zain Asgar · Sachin Katti
Oral
Mon Aug 29 09:57 AM -- 10:15 AM (PDT) @ Exhibit Hall A
GPU Semiring Primitives for Sparse Neighborhood Methods
Corey Nolet · Divye Gala · Edward Raff · Joe Eaton · Brad Rees · Tim Oates