5 citations · 14 across the 7 of their papers we have counts for
3 papers · 1 filter
PolyDL: Polyhedral Optimizations for Creation of High Performance DL primitives
Sanket Tavarageri, Alexander Heinecke, Sasikanth Avancha +3
Deep Neural Networks (DNNs) have revolutionized many aspects of our lives. The use of DNNs is becoming ubiquitous including in softwares for image recognition, speech recognition,…
Automatic Model Parallelism for Deep Neural Networks with Compiler and Hardware Support
Sanket Tavarageri, Srinivas Sridharan, Bharat Kaul
The deep neural networks (DNNs) have been enormously successful in tasks that were hitherto in the human-only realm such as image recognition, and language translation. Owing to th…
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…