一种用于云环境下高效管道并行训练的双向DNN划分机制

Lingyun Cui, Zhihao Qu, Guomin Zhang, Bin Tang, Baoliu Ye
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A bidirectional DNN partition mechanism for efficient pipeline parallel training in cloud
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来源期刊
International Journal of Cloud Computing
International Journal of Cloud Computing Computer Science-Computer Science (miscellaneous)
CiteScore
1.40
自引率
0.00%
发文量
42
期刊介绍: Cloud computing refers to computing with a pool of virtualised computer resources. A cloud can host different workloads, allows workloads to be deployed/scaled-out on-demand by rapid provisioning of virtual or physical machines, supports redundant, self-recovering, highly-scalable programming models and allows workloads to recover from hardware/software failures and rebalance allocations. The idea is to move desktop computing to a service-oriented platform using server clusters and huge databases at datacentres. IJCC addresses innovative developments, research issues/solutions in cloud computing and related technologies.
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