Search Results for author: Steven W. D. Chien

Found 4 papers, 2 papers with code

Higgs Boson Classification: Brain-inspired BCPNN Learning with StreamBrain

1 code implementation14 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.

Classification

Characterizing Deep-Learning I/O Workloads in TensorFlow

no code implementations6 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

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