Cloud GPU Rentals
The cluster focuses on recommendations for renting affordable GPUs from cloud services like Vast.ai, Paperspace, Lambda Labs, and Google Cloud for machine learning tasks such as model training and inference, as alternatives to purchasing expensive local hardware.
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This is what services like Vast.ai are for - super cheap GPUs you just use as long as you need etc etc.
Wait why is renting a GPU in the cloud not a solution? You can even try multiple options and see which ones are capable enough for your use case.Look into some barebones cloud GPU services, for example Lambda Labs which is significantly cheaper than AWS/GCP but offers basically nothing besides the machine with a GPU. You could even try something like Vast in which people rent out their personal GPU machines for cheap. Not something I'd use for uhhh...basically anything corporate, bu
Try paperspace, they have GPUs and you can set billing limits to stop accidental overusage(no affiliation other than being a happy customer)
I’d rent a cloud vm with a beefy gpu from paperspace or a similar company. It’ll run about $20 per month for casual use.
Maybe running it on a cloud GPU is a better option.
nice! did you use cloud GPUs or built your own machine?
Why not use something like vast.ai?
using cloud hardware for training and consumer cards for inference seems like the common sense thing to do then
Google Cloud TPUs would be a good start.
Is this currently running on a one of the available GPU cloud services (IE AWS, Azure, Nimbix, etc...) or some self hosted hardware?