Session

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Research Paper: Research Paper Session - Machine Learning and Emerging Technologies

Session Chair

Event TypeResearch Paper

Passes

TimeTuesday, June 18th8:30am - 10am

LocationAnalog 1, 2

Presentations

8:30am - 9:00am	Layout-Aware Embedding for Quantum Annealing Processors Authors Jose P. Pinilla Steven J.E. Wilton	AI/Machine Learning/Deep Learning Autonomous Driving
9:00am - 9:30am	Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models Authors Derya Cavdar Valeriu Codreanu Can Karakus John A., III Lockman Damian Podareanu Vikram Saletore Alexander Sergeev Don D., II Smith Victor Suthichai Quy Ta Srinivas Varadharajan Lucas A. Wilson Rengan Xu Pei Yang	AI/Machine Learning/Deep Learning MPI Parallel Algorithms Performance Analysis and Optimization
9:30am - 10:00am	Learning Neural Representations for Predicting GPU Performance Authors Shweta Salaria Aleksandr Drozd Artur Podobas Satoshi Matsuoka	AI/Machine Learning/Deep Learning HPC Accelerators Performance Analysis and Optimization