Composable Workflow for Accelerating Neural Architecture Search Using In Situ Analytics for Protein Classification

Author:

Channing Georgia1ORCID,Patel Ria1ORCID,Olaya Paula1ORCID,Rorabaugh Ariel1ORCID,Miyashita Osamu2ORCID,Caino-Lores Silvina1ORCID,Schuman Catherine1ORCID,Tama Florence2ORCID,Taufer Michela1ORCID

Affiliation:

1. University of Tennessee, Knoxville, United States of America

2. RIKEN, Japan

Funder

National Science Foundation

Publisher

ACM

Reference47 articles.

1. Bowen Baker , Otkrist Gupta , Ramesh Raskar , and Nikhil Naik . 2017 . Accelerating Neural Architecture Search Using Performance Prediction . In Proceedings of the NIPS Workshop on Meta-Learning. arxiv:1705 .10823 [cs.LG] Bowen Baker, Otkrist Gupta, Ramesh Raskar, and Nikhil Naik. 2017. Accelerating Neural Architecture Search Using Performance Prediction. In Proceedings of the NIPS Workshop on Meta-Learning. arxiv:1705.10823 [cs.LG]

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

3. Han Cai , Ligeng Zhu , and Song Han . 2018 . Proxylessnas: Direct Neural Architecture Search on Target Task and Hardware. arXiv preprint arXiv:1812.00332 (2018). Han Cai, Ligeng Zhu, and Song Han. 2018. Proxylessnas: Direct Neural Architecture Search on Target Task and Hardware. arXiv preprint arXiv:1812.00332 (2018).

4. DLHub: Model and Data Serving for Science

5. How Big Data and High-performance Computing Drive Brain Science

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1. VINARCH: A Visual Analytics Interactive Tool for Neural Network Archaeology;2023 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops);2023-10-31

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