So you're no longer talking consumer GPUs. Okay, and how many of those folks would install their $10K+ graphics card into a Mac Pro if given the chance?
Consumer, Pro, doesn't matter the branding of the GPU - but I'm 100% talking about full powered desktop GPUs vs crippled mobile variants.
The point is to throw a bunch of them in a box and leave AS in the dust. And given the amount of MPs for sale with dual pro duo GPUs, which was a $10k option back then, people bought them and would today. There's folks on other platforms (reddit etc) installing mega GPUs in their MPs right now, especially for AI. Take a look for yourself.
If a single $10k GPU could do everything I want, I'd absolutely consider it. But with depreciation and the power of Proxmox, and let's not forget our friend PCIe - I like the flexibility of multiple less-powerful GPUs. I've never been after peak performance in any single area. I don't mind providing input and waiting for output. It's like having a pen pal. As long as my user interface remains responsive, I'm happy.
And there's also the fact that I've been enjoying 100+ TFLOPs in a single MacOS box for... almost 10 years now. Way before RTX 6000 Blackwell in 2024. I understand the the RTX is gonna clean my clock in MANY MANY situations. But the point is that a proper Mac Pro or HP Z840 proxmox will allow you to do this kind of stuff WAY before you can get it on a single card.
Yes it gets hot. Yes it gets loud. Yes, these things should make you laugh and want to add more.
Back to the $10k thing, let's compare my old obsolete rusty rig to Nvidia RTX Pro 6000 Blackwell.
Both ~120 TFLOPs FP32. Somebody please chime in and tell me what the fastest Apple Silicon FP32 TFLOPs is. And also the FP64. You can go ahead and cluster them. thanks. Whatever it is, if it's even close - I can add more or faster GPUs. 😐
Nvidia 96GB VRAM / me 192GB (I have not bought IF links for the external GPUs yet) and some traffic will have to traverse PCIe - effect on performance is highly dependent on the app.
Nvidia 350W / me ~2000W (both figures just for GPUs, not supporting hardware)
Nvidia new 2024 $10k / me new all GPUs and PCIe chassis in 2017 would've been ~ $25k
So you see how it really lines up with market values. I didn't buy my stuff new (well, the Pro VIIs were new but old stock), but you see it cost twice as much in 2017 to approximate the performance of a monolithic card in 2024. And the old stuff keeps getting cheaper for now, but as
@Regulus67 said, instead of buying it up, folks chase the next dream with inferior specs. Amazing in the worst way.
Just to make it clear, the upcoming Nvidia workstations (DGX Station) cost over $90,000 for basic configuration, and that is without a GPU that can actually perform graphical tasks.
The Spark laptops and desktops compete with M5 Max at best, and come with much weaker CPU. The Spark GPU is an equivalent of RTX 5070, so a bit slower than M5 Max for most applications (and of course, Nvidia has an edge for quantized inference).
Which again leads to the question: what exactly are you suggesting here? That Apple's Mac Pro is a $100000 tower? Would you buy one?
OOF!!! 🤣 I did not know the Nvidia workstations are starting at $90k - that's crazy! And that's because they can get away with it. They need some competition. A $50k maxed out MP wouldn't be looking so bad right now...
- whatever AMD processor for full AMD pipeline. You KNOW they have a build customized for this internally.
- dual AMD whatever duos with combined 512GB+ VRAM and IF link
- PCIe expansion to add more GPUs as you desire (or whatever else)
I'm a fan of not being locked in to CUDA. I think we need to embrace open standards / open source. I'm willing to accept some rough edges and workarounds in exchange for being able to run my stuff on whatever I want, but really that shouldn't exist - the open source should be just as polished. AMD & Apple should have remained teamed up against Nvidia IMHO.