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by moconnor 3158 days ago
An exaflop of mixed-precision compute for $250M over 3 years. That’s ballpark what the HPC community is paying for their exaflop-class machines.

You’d still build your own for that money, I think, but it’s an interesting datapoint.

3 comments

How long if you build it your own incl electricity prices? If margins are similar to other EC2 instances, you'd probably break-even after 6 months or so. Which makes EC2 uneconomical for any lab/company that can utilise the cluster 24/7.

Still nice if you quickly need to get some model results though.

Amazon prices are for the pay as you go model. You can shave a significant amount off the price if you know you're going to be running them for 12 months.
And even less if it's 36 months.
If you're going to be running it for 24x7 for 3 years, I think it'd be worth doing the apples-to-apples comparison of buying your own V100s vs renting them from AWS. The DGX Station with 4 V100s is $70k
It wouldn't be $250K over 3 years. It would be $250K up-front to get the lowest current pricing.