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The site was using one K80 GPU but it's slowing down significantly so I'm adding a second GPU. The servers run on Google Kubernetes Engine.

I'm also working on implementing that particular workflow with GPT-2/GKE/GPUs (I'm curious on your deployment strategy if you want to talk more).

You may want to use preemptible GPUs if you aren't already.