We are a research group at a company with 2000 or so employees. We have a few GPU machines to train models, which are utilized nearly around the clock. AWS and

We are a research group at a company with 2000 or so employees. We have a few GPU machines to train models, which are utilized nearly around the clock. AWS and co’s GPU-enabled servers are exceedingly expensive. Most of the GPU models on those machines are also very old. We pay maybe 1/3 or less to maintain these machines and train models in-house vs paying AWS. Mind you, we use AWS for plenty of stuff...