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this post was submitted on 30 Aug 2023
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And the relation between graphical drivers and ML is?...
GPUs are the primary hardware used for ML workloads...
Yes, but you don't need graphical drivers to do ML on a GPU, you just need the part of the drivers that lets you do ML. Accelerated graphics are almost completely unrelated. Nvidia can stop offering graphics drivers while still ofering ML drivers and still make a very good living.
Even if they continue offering graphics drivers they don't have to offer them for free. Their main clients are people who do professional graphical and video editing, who can drop hefty sums on driver licensing because they already pay a lot for the hardware and support. Gamers are a tiny amount of their revenue, and over 90% of that tiny revenue is Windows anyway.
At this point Nvidia can snap their fingers and discontinue all their support for the consumer market just like that and won't even feel it. The only reason they bother with free Windows graphics is that Windows gamers still generate a non-negligible amount of revenue by buying the overpriced desktop cards, and the only reason they bother with Linux graphics drivers is because it's free beta testing. The Linux desktop market is a ridiculously tiny population in terms of gamers, but it's a sizable population in terms of QA.
Yes but this article is talking about the entire nvidia kernel driver... Why are you assuming this doesn't apply to the parts necessary for ML?
The top level comment in this thread is talking about "consumer facing products". ML is not a mainstream consumer use of Nvidia drivers. Most of the people who got a bee in their bonnet about Nvidia drivers not being open source are desktop users interested in the graphics drivers.
Either way, I don't understand the issue. If people don't like the fact Nvidia has proprietary drivers they can choose not to buy their hardware. To buy their hardware and then be upset about it makes no sense.
Same for the kernel developers, they either want proprietary drivers to work with Linux or not. If they don't they can give Nvidia the finger outright instead of pussyfooting around – but Nvidia is not the only one with proprietary drivers and I think we all know how quickly Linux would go the way of the dodo if it didn't support proprietary stuff.
This whole topic has always been rife with posturing, entitlement and hypocrisy. People love to enjoy all the benefits from Nvidia hardware while bitching about the drivers. You can't force a company to use open source. Take it or leave it.
It also a red herring. People love to point to AMD as a counter-example, but are AMD drivers so much better? They're open source but you can't write AMD's drivers for them, and AMD's people are slow to release them and to fix bugs so at the end of the day it's the exact same thing as far as I am concerned as a user.
Consumer facing products still includes products being sold to companies, who are the consumers in this case. Of course the average user isn't using the cards for ML, but Nvidia makes the most profit from datacenters, not gamers. Most of this comment is not relevant to my comment at all, which was simply refuting the statement that the Linux market is not large for Nvidia.
Also, what do you mean you can't write AMDs drivers? You certainly could write and submit code for the AMD kernel or mesa drivers.
There are a lot of people who are not amd employees who contribute to the Radeon drivers in mesa
Cheap vector operations.
Life's too short to do ML on a CPU. In some cases literally. You can't do any reasonable ML without a GPU. And you need drivers for that.