Karadjgne :
I was comparing the m4000 and gtx1080ti because they were the closest I could see in price range of @$750.
The gtx1080 is $500
The Quadro p5000 is $2000.
And you are pretty much stuck for PNY? Are ppl seriously paying that much cash for the extra 8Gb of ram and a different set of drivers?
That was my comparison, and now there's an 8gpu combination tesla card that's $150k and needs a 3.2kw power source?
What gives? Why do the Quadro's cost so much more, for so much less and yet in that benchmark, the GP100 bombed the scores at $7000 as compared to a $500 gtx1070.
What could possibly be the reasoning for the DGX-1, a server based piece of equipment, shared by multiple ppl at the same time, if 8 individual pc's with 1080ti's will get better performance at a fraction of the cost per individual station. You could outfit over 210 ppl with 1080ti in individual workstations for the price of that one Tesla card or at least 100ppl with sli. Or is this all about saving time using gpu based rendering vrs cpu rendering
Where to begin......
Quadro and Tesla and Grid cards are designed to go into servers which have different airflow requirements, specifically that servers have very high CFM fans that blow front to back and quadro/tesla/grid cards are either fanless with inlet/outlet front/back or have fans that also blow front/back
They also never change the design of a particular card from the beginning of production to the end of production, guaranteeing the design for the server lifecycle which will be 3-5 years. This is important for OEM qualification and testing.
OEMs like HP, Dell, IBM, etc test and certify that professional cards work in their systems and conform to specific dimensions and thermal requirements
Also, the drivers are guaranteed to work with ISV(independent software vendor) certification
For example, if you buy X server, with Y quadro/grid/tesla card running Z driver, it will guarantee to work with vendors products such as 3d studio max, Autocad, Solidworks and more.
Professional workloads also are MUCH larger than consumer ones. An autocad model might consume 16gb of VRAM or more
A random GTX card will not have any of the above
A company will pay more for the above because it reduces their risk and down time.
Big companies that rely on their HPC or computing clusters or VDI farm for productivity and revenue will not fuck around with spending 4-8x less per card because if they have issues with a GTX card, be it hardware or software, they have no path to resolve.
Consumer graphic card manufacturers will send out RMA's in weeks, not hours and they have no software troubleshooting for ISVs
Quadro/Tesla/Grid you will get a replacement card from HP/Dell/IBM/etc in as little as four hours depending on your warranty and you have full software support. The server vendor will open a ticket with both the ISV and Nvidia to resolve
I work in Enterprise IT, if you have to ask "Why are you spending so much?" You're not the target audience