News

  • Nov 2020: Two papers accepted at HPCA 2021! Congrats to Hyoukjun for Herald and Hossein (from Univ of Toronto) for Pitstop!

  • Oct 2020: We ran a tutorial on MAESTRO at MICRO 2020 which had over 80 attendees! The tutorial website provides a link to all slides and videos.

  • Aug 2020: Dr Krishna, Hyoukjun Kwon, Michael Pellauer (NVIDIA), Angshuman Parashar (NVIDIA) and Ananda Samajdar co-authored a Synthesis Lectures on Computer Architecture titled “Data Orchestration in Deep Learning Accelerators” which was released by Morgan & Claypool publishers.

  • Aug 2020: Dr. Krishna gave an invited talk titled Benchmarking DNN Models on Future Inference and Training Platforms at the MLBench workshop at ISPASS 2020.

  • Jul 2020: Dr. Krishna won a Facebook Faculty Research Award for AI System HW/SW Co-Design!


  • Jul 2020: Our paper on GAMMA – a genetic algorithm based framework for finding efficient mappings of DNNs on accelerators accepted at ICCAD 2020! Congrats Sheng-Chun (Felix) – on a roll!

  • Jul 2020: Our paper on ConfuciuX – a Reinforcement Learning method for Accelerator Design-Space Exploration got accepted at MICRO 2020! Congrats to Sheng-Chun (Felix) for his first paper!

The whole is greater than the sum of its parts