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SwitchFlow: Preemptive Multitasking for Deep Learning
(ACM, 2021-12-10)
Accelerators, such as GPU, are a scarce resource in deep learning
(DL). Effectively and efficiently sharing GPU leads to improved
hardware utilization as well as user experiences, who may need to
wait for hours to access ...