253 citations · 260 across the 3 of their papers we have counts for
3 papers
TinyIREE: An ML Execution Environment for Embedded Systems from Compilation to Deployment
Hsin-I Cindy Liu, Marius Brehler, Mahesh Ravishankar +3
Machine learning model deployment for training and execution has been an important topic for industry and academic research in the last decade. Much of the attention has been focus…
Fast Convolutional Nets With fbfft: A GPU Performance Evaluation
Nicolas Vasilache, Jeff Johnson, Michael Mathieu +3
We examine the performance profile of Convolutional Neural Network training on the current generation of NVIDIA Graphics Processing Units. We introduce two new Fast Fourier Transfo…
A Tale of Three Runtimes
Nicolas Vasilache, Muthu Baskaran, Tom Henretty +4
This contribution discusses the automatic generation of event-driven, tuple-space based programs for task-oriented execution models from a sequential C specification. We developed…