Earlier quoted context omitted.
I worked at an org that had a substantial on-prem GPU datacenter. We transitioned to with a substantial negotiated discount rate, with part of the contract being we would sell them all of our hardware and not purchase any more.
> and not purchase any more. why would anyone sign such a contract?
Nobody knows what a used GPU cluster is worth
251–260 of 285 posts
Re: Nobody knows what a used GPU cluster is worth
#252Earlier quoted context omitted.
I'm doubtful they can, based on current inference prices. An H100 draws about 50W while idling, which is ~$8/month at average US electricity prices. They also draw ~400W while active. The electricity prices are relevant because if you paid $0 for your H100 and didn't use it a single time, you could buy millions of tokens in inference just on the electricity it draws while idling. If you can't keep that thing saturate…
Most houses have a 200amp panel and extra space for larger breakers. A electrician can plop in a electric car charger for instance, that is a 40-50 amp circuit.
Re: Nobody knows what a used GPU cluster is worth
#253Re: Nobody knows what a used GPU cluster is worth
#254Earlier quoted context omitted.
That's why they said "depending on country" In North America we are on 120V, making a standard 15A outlet only 1500W max, and something like 1200W sustained. To use higher wattage appliances, we have to upgrade our outlets to 20A (2000/1600W) or up our voltage to 240V, but that carries a different set of plugs and outlets as well.
> In North America we are on 120V, making a standard 15A outlet only 1500W max, and something like 1200W sustained. It's 1800W for short periods and 1500W sustained.
He hated outlets, and hardwired almost every appliance directly into whatever circuit was closest that fit the amperage, including literally cutting the plug off a cord, to nut the wires directly into the Romex.
I still haven't found what circuit my range hood is on. I turned off all 120V and it remained blowing, and knowing grandpa, he powered it off a single leg of a 240V. And I know he didn't use junction boxes, so the splices are likely all inside the walls.
Re: Nobody knows what a used GPU cluster is worth
#255All indications are there will be a lot of repossessed GPUs appearing on the market before too long. Likely to be messy for a while but will open up a lot of possibilities when it’s easy to get your hands on some secondhand GPUs.
What are people going to do with all the GPUs? I guess we'll all have really good gaming rigs, lol. Sincerely, perhaps there will be a new flood of crypto farms, which I suppose would drive the prices of crypto down. Other ideas for what changes are enabled by massive supply of cheap GPUs?
Re: Nobody knows what a used GPU cluster is worth
#256Earlier quoted context omitted.
I'm doubtful they can, based on current inference prices. An H100 draws about 50W while idling, which is ~$8/month at average US electricity prices. They also draw ~400W while active. The electricity prices are relevant because if you paid $0 for your H100 and didn't use it a single time, you could buy millions of tokens in inference just on the electricity it draws while idling. If you can't keep that thing saturate…
I'd imagine that you can have the power to the board shut off when not in use. But I never assumed it was to be cost competitive at current token rates. I assumed it was for the same reasons people might use open source hardware. Freedom to tinker, etc.
Re: Nobody knows what a used GPU cluster is worth
#257Earlier quoted context omitted.
> and not purchase any more. why would anyone sign such a contract?
I don't know if this was IT shrugging me off or if it was something real but some IT person at this big ISP I worked at told me that they cannot just buy an SSD — my windows box at work was running off of a hard disk in 2019 — and that there was some contract that said any computer hardware we bought had to be through HP or something like that and it takes many months it something like that.
Re: Nobody knows what a used GPU cluster is worth
#258Re: Nobody knows what a used GPU cluster is worth
#259Isn't it worth exactly what you can sell it for. a few ways to do this. slow and awkward, best market match: The auction. sell to highest bidder. faster and more customer friendly but poor market match until a lot of units sold: The store. guess price, adjust up or down to reach sell frequency desired. fast and good market match but takes a knowledgeable customer base: The reverse auction. Start with price too high l…
Re: Nobody knows what a used GPU cluster is worth
#260Well it certainly doesn't appreciate. And I feel that AI hardware is going to rapidly depreciate faster than even typical PC hardware