FastPath 2019       

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FastPath 2019 - Program


FULL PROGRAM         (FastPath Main Page)

AGENDA

 Time Topic Speakers
  8:25 -   8:30 Welcome and Opening Remarks  
  8:30 -   9:30 Accelerator-level Parallelism:  Mobile SoCs as Harbinger of the Future? Mark D. Hill
  9:30 - 10:15 Implications of Fairness for Systems Sarah Bird
10:15 - 10:40 Measuring scheduling efficiency of RNNs for NLP Applications Urmish Thakker, Jesse Beu, Ganesh Dasika, Matthew Mattina
10:40 - 11:00 Break  
11:00 - 11:45 Holistic Approach to DNN Training Efficiency:  Analysis and Optimizations Gennady Pekhimenko
11:45 - 12:30 Taming the Weather...Data: Fast Moving Data Ingest of Weather Data for Web Scale Mike Stern
12:30 -   1:30 Lunch  
  1:30 -   2:15 Autonomous Aerial Computing Machines Vijay Janapa Reddi
  2:15 -   3:00 MLPerf Design Challenges Peter Mattson
  3:00 -   3:25 Metrics for Machine Learning Workload Benchmarking Snehil Verma, Q. Wu, B. Hanindhito, G. Jha, E.B. John, R. Radhakrishnan, L.K. John
  3:25 -   3:45 Break  
  3:45 -   4:30 Reaching Beyond Human Accuracy with AI Datacenters Greg Diamos
  4:30 -   5:15 From Dataflows to Communication Flows in Spatial DNN Accelerators p.1-3  p.4  p.5-68 Tushar Krishna
  5:15 -   5:40 Benchmarking and Characterization of event-based Neuromorphic Hardware Christoph Ostrau, Christian Klarhorst, Michael Thies, and Ulrich Rueckert