Inference-Optimized AI and High Performance Computing for Gravitational Wave Detection at Scale

We introduce an ensemble of artificial intelligence models for gravitational wave detection that we trained in the Summit supercomputer using 32 nodes, equivalent to 192 NVIDIA V100 GPUs, within 2 h. Once fully trained, we optimized these models for accelerated inference using NVIDIA TensorRT. We de...

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Detalles Bibliográficos
Autores principales: Chaturvedi, Pranshu, Khan, Asad, Tian, Minyang, Huerta, E. A., Zheng, Huihuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8889077/
https://www.ncbi.nlm.nih.gov/pubmed/35252850
http://dx.doi.org/10.3389/frai.2022.828672

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8889077/
https://www.ncbi.nlm.nih.gov/pubmed/35252850
http://dx.doi.org/10.3389/frai.2022.828672

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