We could be witnessing the death of the graphics card in real time right now, and I couldn’t be happier about it : technik

[–] [email protected] 8 points 3 weeks ago

My money's on analog optical computing replacing GPUs as the hardware used for inference / generation. Analog computing in general is promising, and I look forward to seeing how the chips fall re: training.

[–] [email protected] 6 points 3 weeks ago

I can't tell if this article is satire or not

[–] [email protected] 6 points 3 weeks ago (3 children)

Both the article and the pushback are kind of silly here — the dGPU’s heyday was over a decade ago, back when “serious gamers” had a custom built PC on their desk and upgraded their GPU every two years at a minimum.

Back in 2008, gaming on a laptop started to become a possibility, and dGPUs were part of that story — but for the most part, good luck swapping out your GPU for a newer model; it generally wasn’t so easy to do on a laptop.

THAT was the beginning of the end for dGPUs.

By 2015, I had a laptop with both an iGPU and a dGPU. eGPUs were just appearing on the market as a way around the lack of upgradeability, but these were niche, and not required for most computing tasks, including gaming.

At the same time, console hardware began to converge with desktop hardware, so gaming houses, who had for over 20 years driven the dGPU market, fell into a slower demand cadence that matched the console hardware. GPUs stagnated.

And then came cryptomining, a totally new driver of GPUs. And it almost destroyed the market, gobbling up the hardware so that none was available for any other compute task.

Computer designers responded by doubling down on the iGPU, making them good enough for almost all tasks you’d use a personal computer for.

Then came AI. It too was a new driver for GPUs, and like crypto, sucked some of the oxygen out of the PC market… which switched to adding iNPUs to handle ML tasks.

So yeah; GPUs are now for the cloud services market and niche developers; everyone else can get their hands on a “good enough” SoC with enough CPU, GPU and NPU compute to do what they need, and the ability to offload to a remote server cluster for weightier jobs.

[–] [email protected] 13 points 3 weeks ago (2 children)

Show me an iGPU that will compete with my 3080ti.

[–] [email protected] 3 points 3 weeks ago

Yeah, dgpus have been for niche applications for decades, I didn't read the article, but the parent comment is vastly overestimating igpu capabilites

[+] [email protected] -7 points 3 weeks ago (1 children)

Show me non-niche software that needs more than a modern iGPU can provide. Your 3080ti can blast two screens of 4k video at 120fps HDR… and so can my iGPU.

[–] [email protected] 27 points 3 weeks ago (2 children)

I play video games. Those aren't exactly niche.

[–] [email protected] 4 points 3 weeks ago

Literally Minecraft and Fortnite will become much more enjoyable with a dGPU. That seems very not niche to me.

[–] [email protected] -4 points 3 weeks ago (1 children)

Yeah but an xbox's gpu can play games too. You don't need a 3080ti to play any game on the market. Dedicated gpus are almost entirely a luxury upgrade with the power of today's iGPU's.

[–] [email protected] 6 points 3 weeks ago (1 children)

My 3080ti significantly out performs an Xbox. While you can game on a console you can game better on a PC with a dGPU. An iGPU will get the job done, but a dGPU today continues to outperform it and give you a better experience. I can play across 3 2k displays at 165Hz, or step up to native 4k, I can smooth framerates with raytracing on at a non upscaled resolution.

[–] [email protected] -3 points 3 weeks ago (1 children)

Cool? That level of performance is incredibly niche and not required to play any game. Maximal theoretical performance is one way to play, but not even a majority of PC gamers have that kind of hardware and no one needs it (for gaming at least). The only area where you need power to participate is VR, but stand alone sets run on phone hardware.

The performance differences between an Xbox, a laptop with a good igpu, and a $3k gaming rig doesn't matter if your top priority is having fun playing a game and not tinkering with specs and hardware.

[–] [email protected] 5 points 3 weeks ago (2 children)

Here's a list of the GPUs recorded in the Steam hardware survey. These are what gamers are actually using. Less than 10% of them are using iGPUs.

[–] [email protected] 1 points 3 weeks ago

I never said there were more than that. I said most gamers can't afford $3,500 computer setups which is well supported by that data. Just because you can doesn't mean that performance is required or even needed. What's the difference between smooth 60fps at 1080 on max settings and 165fps at 4k on ultra? Not much in terms of gameplay, beyond the perceived "better" experience.

[–] [email protected] 1 points 3 weeks ago (1 children)

Nope - eben Steam is only a small subset of all gamers. Most gamers are on smartphones. Others are on consoles and many others are playing outside of steam. And you have to count the steam survey correctly and count the "Laptop GPU" as integrated.

But IMHO the problem is another: There is currently no sweet spot for a cheap and capable GPU like the 1050Ti was back in the day. Some people will spend thousands of dollar for a GPU, but GPUs have been really expensive for a long time due to bitcoin, Covid and AI. You can see that in the steam survey - some of the most popular cards like the 1050TI or 1060 are ancient.

That puts game companies in a really bad position: They could release games with fancy graphics, but only a small subset of games can run them on their rig. And producing a multimillion dollar game for 2000€+ devices is not a good business proposal.

[–] [email protected] 1 points 3 weeks ago

In the discussion about the future of dGPUs being threatened by iGPUs I think it makes sense to consider only the devices for which dedicated GPUs are available or devices which exist as a dedicated alternative to the functionality provided by dedicated cards. That is to say you'll never find a dGPU in a phone and the demographic of gamers playing on their phone, while a majority, is fundamentally different and with fundamentally different games available than on a PC or console.

While not all PC gaming happens through steam and not all steam players submit the automatic survey it is a reasonable representation of the hardware in use across the PC gaming space as a whole.

Integrated GPUs are those that are built into a CPU or SOC. Dedicated GPUs are separate chips with their own resources. Many gaming laptops have both integrated and dedicated GPUs. There are no integrated Nvidia GPUs in the PC space (though the switch has one). Something like a 980m from back in the day is a dedicated GPU even if it was soldered to the same motherboard (and not all of them were). Likewise modern 4xxx series chips allow laptop gamers to still have a dGPU on the go.

I'm not saying that iGPUs don't have their place or can't play games. I'm saying that dGPUs are better at what they do and will continue to be desired for that. At the end of the day they are both GPUs. They do the same thing, but one of them does it better. If you're in a business or hobby that benefits from what GPUs were designed to do you will always want the one that can do it better.

[–] [email protected] 11 points 3 weeks ago

over a decade ago, back when “serious gamers” had a custom built PC on their desk and upgraded their GPU every two years at a minimum.

Hey man, I'm old, but I still have a custom built gaming PC on my desktop and a fairly recent GFX card (3070 ti). Although I'd say I only update my card maybe once every 3-5 years depending on necessity.

[–] [email protected] -1 points 3 weeks ago

This is the real write up right here. Article is pretty meh.

[–] [email protected] -4 points 3 weeks ago

Ich hab mir ne NVidia Titan X gekauft für LLMs, und hab das Gefühl dass das ein absoluter Fehlkauf war.

Der Energieverbrauch muss absurd sein, moderne Chips sind bestimmt extrem viel besser.

Es war halt so 1000€ günstiger, glaube ich. Vielleicht bin ich da aber auch falsch

Technik