Facebook: AI System Hardware/Software Co-Design

Aim: wide range of AI hardware/algorithm co-design research areas, including: Model compression, Scalable communication-aware distributed training algorithms, Processing in-memory hardware architectures for machine learning, Hardware efficiency-aware neural architecture search, Graph-based recommender systems with implications on hardware (graph learning), End-to-end hardware/software co-design automation for deep learning, Optimizing mixed-precision linear algebra operations for AI systems. Funding: $50K

https://research.fb.com/programs/research-awards/proposals/ai-system-hardware-software-co-design-request-for-proposals/