anyone have any tips on choosing a pod with enough vram? I keep choosing ones that have more than 48

anyone have any tips on choosing a pod with enough vram? I keep choosing ones that have more than 48 for instance but then it shows it is only running at 17? does that make sense? my training samples come out black boxes. I just had a great pod the past 5 or 6 days running well but it was scheduled for maintenance and forgot my selection.
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