Michael Hartmann

Joint Exploration of Neural Networks and Systolic Hardware for Improved AI Accelerator Performance

Abstract When executing common Neural Networks (NNs) on custom AI accelerators, the high performance suggested by advertised Giga or Tera Operations per Second (GOPS/TOPS) is typically not achieved, as low hardware utilization often leads to an effective performance in the single...