Benchmark Framework Desktop Mainboard and 4-node cluster

78 geerlingguy 6 8/7/2025, 5:49:49 PM github.com ↗

Comments (6)

jeffbee · 58m ago
I had been hoping that these would be a bit faster than the 9950X because of the different memory architecture, but it appears that due to the lower power design point the AI Max+ 395 loses across the board, by large margins. So I guess these really are niche products for ML users only, and people with generic workloads that want more than the 9950X offers are shopping for a Threadripper.
rtkwe · 18m ago
It also seems like the tools aren't there to fully utilize them. Unless I misunderstood he was running off CPU only for all the test so there's still the iGPU and NPU performance that's not been utilized in these tests.
geerlingguy · 11m ago
No, only a couple initial tests with Ollama used CPU. I ran most tests on Vulkan / iGPU, and some on ROCm (read further down the thread).

I found it difficult to install ROCm on Fedora 42 but after upgrading to Rawhide it was easy, so I re-tested everything with ROCm vs Vulkan.

Ollama, for some silly reason, doesn't support Vulkan even though I've used a fork many times to get full GPU acceleration with it on Pi, Ampere, and even this AMD system... (moral of the story just stick with llama.cpp).

dijit · 53m ago
Sounds about right.

I’m struggling to justify the cost of a Threadripper (let alone pro!) for a AAA game studio though.

I wonder who can justify these machines. High frequency trading? data science? shouldn’t that be done on servers?

kadoban · 4m ago
Threadripper very rarely seems to make any sense. The only times it seems like you want it are for huge memory support/bandwidth and/or a huge number of pcie slots. But it's not cheap or supported enough compared to epyc to really make sense to me any time I've been specing out a system along those lines.
jeffbee · 8m ago
Yeah I don't get it either. To get marginally more resources than the 9950X you have to make a significant leap in price to a $1500+ CPU on a $1000 motherboard.