1 code implementation • 14 Jul 2021 • Martin Svedin, Artur Podobas, Steven W. D. Chien, Stefano Markidis
One of the most promising approaches for data analysis and exploration of large data sets is Machine Learning techniques that are inspired by brain models.
1 code implementation • 9 Jun 2021 • Artur Podobas, Martin Svedin, Steven W. D. Chien, Ivy B. Peng, Naresh Balaji Ravichandran, Pawel Herman, Anders Lansner, Stefano Markidis
The modern deep learning method based on backpropagation has surged in popularity and has been used in multiple domains and application areas.
no code implementations • 15 Aug 2019 • Vyacheslav Olshevsky, Yuri V. Khotyaintsev, Ahmad Lalti, Andrey Divin, Gian Luca Delzanno, Sven Anderzen, Pawel Herman, Steven W. D. Chien, Levon Avanov, Andrew P. Dimmock, Stefano Markidis
We investigate the properties of the ion sky maps produced by the Dual Ion Spectrometers (DIS) from the Fast Plasma Investigation (FPI).
no code implementations • 6 Oct 2018 • Steven W. D. Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luis Santos, Pawel Herman, Sai Narasimhamurthy, Erwin Laure
To measure TensorFlow I/O performance, we first design a micro-benchmark to measure TensorFlow reads, and then use a TensorFlow mini-application based on AlexNet to measure the performance cost of I/O and checkpointing in TensorFlow.
Distributed, Parallel, and Cluster Computing