Data Con LA 2021 - Sparse models are fast models: Improving DNN inference performance by over 10X
Lawrence Spracklen, Numenta, Director, Machine Learning Architecture
Sparse DNNs provide a powerful technique for delivering significant performance benefits and power savings without impacting the accuracy of your models. We present an introduction to sparse models, details on how to create and run sparse models, and guidance on how to ensure their robustness and fairness.