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Is sharing GPU to multiple containers feasible? #52757

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@tianshapjq

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@tianshapjq
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Is this a BUG REPORT or FEATURE REQUEST?: feature request
/kind feature

What happened:
As far, we do not support sharing GPU to multiple containers, one GPU can only be assigned to one container at a time. But we do have some requirements on achieving this, is it feasible that we manage GPU just like CPU or memory?

What you expected to happen:
sharing GPU to multiple containers just like CPU and memory.

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area/hw-acceleratorshelp wantedDenotes an issue that needs help from a contributor. Must meet "help wanted" guidelines.Denotes an issue that needs help from a contributor. Must meet "help wanted" guidelines.kind/featureCategorizes issue or PR as related to a new feature.Categorizes issue or PR as related to a new feature.lifecycle/frozenIndicates that an issue or PR should not be auto-closed due to staleness.Indicates that an issue or PR should not be auto-closed due to staleness.sig/nodeCategorizes an issue or PR as relevant to SIG Node.Categorizes an issue or PR as relevant to SIG Node.sig/schedulingCategorizes an issue or PR as relevant to SIG Scheduling.Categorizes an issue or PR as relevant to SIG Scheduling.triage/needs-informationIndicates an issue needs more information in order to work on it.Indicates an issue needs more information in order to work on it.wg/machine-learningCategorizes an issue or PR as relevant to WG Machine Learning.Categorizes an issue or PR as relevant to WG Machine Learning.

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