Determine which workers should be active in a given round, taking into account both packed jobs and multi-GPU constraints

stanford-futuredata / gavel

Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020

MIT License

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Determine which workers should be active in a given round, taking into account both packed jobs and multi-GPU constraints #41

Closed deepakn94 closed 5 years ago

deepakn94 commented 5 years ago

@santhnm2, I verified that this gives the same set of applications as *_v2 for simple test cases. Needs more rigorous testing though -- open to suggestions on what some good test cases might be.