Yea we’re seeing this all over the place at Lambda (https://lambdalabs.com). Most people running consistent GPU training or inference jobs are building on-prem clusters or even groups of workstations.

It just doesn’t make financial sense to use the big the cloud service providers for those with consistent workloads. I always hear stories where folks have saved hundreds of thousands in infrastructure costs with owning + co-lo.