AutoConstruct: Automated Neural Surrogate Model Building and Deployment for HPC Applications

Author:

Dong Wenqian1ORCID,Ren Jie2ORCID

Affiliation:

1. Florida International University, Miami, FL, USA

2. College of William and Mary, Williamsburg, VA, USA

Publisher

ACM

Reference92 articles.

1. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: A system for large-scale machine learning. In 12th {USENIX} symposium on operating systems design and implementation ({OSDI} 16). 265--283. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: A system for large-scale machine learning. In 12th {USENIX} symposium on operating systems design and implementation ({OSDI} 16). 265--283.

2. Green

3. Scalable reinforcement-learning-based neural architecture search for cancer deep learning research

4. Christian Bienia . 2011. Benchmarking modern multiprocessors . Princeton University . Christian Bienia. 2011. Benchmarking modern multiprocessors. Princeton University.

5. Ekaba Bisong . 2019. Google AutoML: Cloud Vision . In Building Machine Learning and Deep Learning Models on Google Cloud Platform . Springer , 581--598. Ekaba Bisong. 2019. Google AutoML: Cloud Vision. In Building Machine Learning and Deep Learning Models on Google Cloud Platform. Springer, 581--598.

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