GPU-accelerated machine learning inference as a service for computing in neutrino experiments.

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GPU-accelerated machine learning inference as a service for ... - arXiv

Sep 9, 2020 · We explore a computing model in which heterogeneous computing with GPU coprocessors is made available as a web service.

GPU-Accelerated Machine Learning Inference as a Service ... - Frontiers

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We explore a computing model in which heterogeneous computing with GPU coprocessors is made available as a web service.

Scholarly articles for GPU-accelerated machine learning inference as a service for computing in neutrino experiments.

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GPU-Accelerated Machine Learning Inference as a Service for ...

pmc.ncbi.nlm.nih.gov › PMC7931905

Machine learning algorithms are becoming increasingly prevalent and performant in the reconstruction of events in accelerator-based neutrino experiments.

[PDF] GPU-accelerated machine learning inference as a service for ...

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Abstract: Machine learning algorithms are becoming increasingly prevalent and powerful in the reconstruction of events in accelerator-based neutrino ...

GPU-Accelerated Machine Learning Inference as a ... - Inspire HEP

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Jan 14, 2021 · The demand to process billions of neutrino events with many machine learning algorithm inferences creates a computing challenge. We explore a ...

[PDF] GPU-Accelerated Machine Learning Inference as a Service for ...

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This work explores a computing model in which heterogeneous computing with GPU coprocessors is made available as a web service, and integrates GPU ...

GPU-Accelerated Machine Learning Inference as a Service ... - OSTI.GOV

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Machine learning algorithms are becoming increasingly prevalent and performant in the reconstruction of events in accelerator-based neutrino experiments.

(PDF) GPU-Accelerated Machine Learning Inference as a Service for ...

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We have demonstrated GPU-accelerated ML inference as a service, which significantly reduced the reconstruction time for simulated neutrino events in the ...

GPU-Accelerated Machine Learning Inference as a Service ... - NSF-PAR

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Jan 14, 2021 · Machine learning algorithms are becoming increasingly prevalent and performant in the reconstruction of events in accelerator-based neutrino ...

Accelerating Machine Learning Inference with GPUs in ProtoDUNE ...

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Oct 27, 2023 · We study the performance of a cloud-based GPU-accelerated inference server to speed up event reconstruction in neutrino data batch jobs.