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MalleTrain: Deep Neural Networks Training on Unfillable ...
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由 X Ma 著作2024被引用 4 次 — We describe the MalleTrain architecture and present the results of a detailed experimental evaluation on a supercomputer GPU cluster and several ...
MalleTrain: Deep Neural Network Training on Unfillable ...
arXiv
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由 X Ma 著作2024被引用 4 次 — We describe the MalleTrain architecture and present the results of a detailed experimental evaluation on a supercomputer GPU cluster and several ...
MalleTrain: Deep Neural Networks Training on Unfillable ...
ResearchGate
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Neural Networks. Conference Paper. MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. May 2024. DOI:10.1145/3629526.3645035.
MalleTrain: Deep Neural Network Training on Unfillable ...
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我们的结果不仅证实了利用空闲超级计算机节点进行DNN训练的实际可行性，而且在之前的结果基础上有了显著改进，提高了最高达22.3％的训练吞吐量，而无需用户提供作业可扩展性 ...
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ACM/SPEC ICPE 2024
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ACM/SPEC ICPE 2024
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MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes ... Enhancing the Performance of Deep Learning Model Based Object Detection ...
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MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. X Ma, F Yan, L Yang, I Foster, ME Papka, Z Liu, R Kettimuthu. Proceedings of the ...
Xiaolong Ma's Home Page - Computer Science & Engineering
University of Nevada, Reno
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University of Nevada, Reno
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... MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes, in Proceedings of the 15th ACM/SPEC International Conference on Perfmance ...
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Michael Papka | Publications
University of Illinois Chicago
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University of Illinois Chicago
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MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. 7 May 2024Proceedings of the 15th ACM/SPEC International Conference on ...
Xiaolong Ma
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Соавторы ; MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. X Ma, F Yan, L Yang, I Foster, ME Papka, Z Liu, R Kettimuthu. Proceedings ...
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MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. X Ma, F Yan, L Yang, I Foster, ME Papka, Z Liu, R Kettimuthu. Proceedings of the ...
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