AI System Hardware/Software Co-Design Request for Proposals

קרןFacebook
מדינהU.S.A.
סוגResearch Grants
תאריך אחרון21/02/2019
פקולטהEngineering, Exact Sciences
תיאור

Facebook is especially interested in soliciting proposals for the wide range of AI hardware/algorithm co-design research areas, including but not limited to:

  • Model compression (with particular focus on recommender systems and large embedding tables)
  • Scalable communication-aware distributed training algorithms
  • Processing in-memory hardware architectures for efficient and scalable machine learning
  • Hardware efficiency-aware neural architecture search
  • Graph-based recommender systems with implications on hardware (graph learning). Emphasis on algorithms like Deepwalk and convolutional approaches like GraphSAGE
  • End-to-end hardware/software co-design automation for deep learning
  • Optimizing mixed-precision linear algebra operations for AI systems

 

Funding: $50,000

Duration: no fixed limit 

 

 

Research authority due date: 21.2.19

קבצים מצורפים
קישורלאתר
עדכון אחרוןעדכון אחרון: 09/01/2019
אוניברסיטת תל-אביב, ת.ד. 39040, תל-אביב 6997801
UI/UX Basch_Interactive