18 citations · 36 across the 5 of their papers we have counts for
3 papers · 1 filter
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications
Bita Hasheminezhad, Shahrzad Shirzad, Nanmiao Wu +3
Although recent scaling up approaches to training deep neural networks have proven to be effective, the computational intensity of large and complex models, as well as the availabi…
Supporting OpenMP 5.0 Tasks in hpxMP -- A study of an OpenMP implementation within Task Based Runtime Systems
Tianyi Zhang, Shahrzad Shirzad, Bibek Wagle +3
OpenMP has been the de facto standard for single node parallelism for more than a decade. Recently, asynchronous many-task runtime (AMT) systems have increased in popularity as a n…
An Introduction to hpxMP: A Modern OpenMP Implementation Leveraging HPX, An Asynchronous Many-Task System
Tianyi Zhang, Shahrzad Shirzad, Patrick Diehl +3
Asynchronous Many-task (AMT) runtime systems have gained increasing acceptance in the HPC community due to the performance improvements offered by fine-grained tasking runtime syst…