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Serverless GPUs (Practical AI #211)
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Cold Boot - Is There a Constraint Model?
How do you get a model as close to RAM as possible without actually occupying resources or more precious compute resources like 40 gigs of limited RAM? That's hard. But if you have a terabyte of storage on the machine, you could at least have local caching the model. And then you could start thinking about how do you start precaching this on the CPU if the CPU has enough RAM? I'm not saying that's something we do, but these are like the framework in which you would start thinking about it is how do we get that RAM or that model is close to GPU RAM without actually taking up GPUs?"
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