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"If you need some amount of GPU but don't need the full instances, and don't want to attach to any one of your instances".
This is a similar trend to what's happening in cloud computing across the board — basically deploying just as much power and storage as you need versus needing to have to run full instances.
Signal that you're getting full, for instance, and he might make smaller pillows of rice going forward.
If you want to generate and save a the full network instance in netpyne's format, you can always run a separate single simulation in 1 core, where you just generate the network, gather and save the data (i.e. don't run the sim.runSim func).
AWS customers are used to "buying" their GPUs by the month, week or day for only what they use, but for customers who aren't using a full GPU instance, this may not be optimal and could be expensive.
Kay-Phillips' legal study is full of instances when they wouldn't.
Egyptian history was full of instances of public anger erupting spontaneously to create revolutions.
My notes from the hearings are full of instances in which Mr. Dorsey admitted serious flaws.
The play is full of instances of misfired jokes, of misperceived embraces, of metaphors taken literally, of history being rewritten on the spot.
Davis was serious about his faith, and "Yes I Can" is full of instances in which he uses jokes to defuse people's skepticism.
But the show may also be an especially full-blown instance of the prevailing curatorial orthodoxy, which favors the ephemeral and the performative over art objects.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com