Deep learning == gpu intensive. $5k ain’t gonna get you much. Is the workload relatively light? If not it may not be worth the purchase.

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I need to spend $5000 by June 15th. It’s part of a slush fund that we get every year. It goes back to the government if we don’t spend it. It would be an opportunity to get a really nice desktop that could do some light machine learning too. We have access to a cluster for the big stuff.

However, the lab I’m joining prefers Apple, so I ended up just getting a Mac Studio with the highest specs. A Mac Pro wasn’t an option since they start at $7000.