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Oral
Tue Mar 03 06:00 AM -- 06:25 AM (PST) @ Ballroom A
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning
In ML programming models and abstractions & ML applied to systems
Ameer Haj-Ali · Qijing (Jenny) Huang · John Xiang · William Moses · Krste Asanovic · John Wawrzynek · Ion Stoica
Oral
Tue Mar 03 06:25 AM -- 06:50 AM (PST) @ Ballroom A
Automatically batching control-intensive programs for modern accelerators
In ML programming models and abstractions & ML applied to systems
Alexey Radul · Brian Patton · Dougal Maclaurin · Matthew Hoffman · Rif A. Saurous
Oral
Tue Mar 03 06:50 AM -- 07:15 AM (PST) @ Ballroom A
Predictive Precompute with Recurrent Neural Networks
In ML programming models and abstractions & ML applied to systems
Hanson Wang · Zehui Wang · Yuanyuan Ma
Oral
Tue Mar 03 07:15 AM -- 07:40 AM (PST) @ Ballroom A
Sense & Sensitivities: The Path to General-Purpose Algorithmic Differentiation
In ML programming models and abstractions & ML applied to systems
Mike Innes
Oral
Tue Mar 03 07:40 AM -- 08:05 AM (PST) @ Ballroom A
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices
In ML programming models and abstractions & ML applied to systems
Byung Hoon Ahn · Jinwon Lee · Jamie Menjay Lin · Hsin-Pai Cheng · Jilei Hou · Hadi Esmaeilzadeh