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Is There Any Way To, Like, Load-Balance Automatically? Like, On The User End Can I Just Specify An Amount Of Gb I Think I Will Need, And It Goes And Picks A Queue For Me Based On That? Like, Let'S Say I Want "A 15Gb Gpu Or Better" And There'S 4 Queues, Tw
Like, let's say I want "a 15GB GPU or better" and there's 4 queues, two of which fit the description... is there any way to set it so that ClearML will just queue it up on whichever one's available?
How do you know that? Also if you know that, what do you know about the queues ?
Generally speaking this type of granularity is k8s, but it has lots of caveats, specifically that you need to Know what you need in term of resources, that you can specify resources that do not exist, and that you can oversubscribe resources (i.e. starve processes)
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3 years ago
one year ago