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Dflow, a Python framework for constructing cloud-native AI-for-Science workflows

Published in arXiv (Cornell University) • Apr 29, 2024
NobleIDNI5P55W23R99S22
Authors:
Xinzijian Liu
,
Yanbo Han
,
Zhuoyuan Li

Abstract

In the AI-for-science era, scientific computing scenarios such as concurrent learning and high-throughput computing demand a new generation of infrastructure that supports scalable computing resources and automated workflow management on both cloud and high-performance supercomputers. Here we introd...

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