Oh I see, have you tried file versioning?

It honestly sounds exactly like what you want, and the support is even built in to call an external command if you don’t like their default options provided

Is the roundabout way file versioning? Cause its been pretty stable for me, just toss a device with lots of space on the cluster and crank up the versions to your hearts content

To get a bit more technical, they build images in passes; each becoming more coherent than the last. This gives thsm a boost to understanding understand how ‘things’ relate to one another, knowing them by nothing but that relation. Light + light source being an example, and the angle of lighting being another deeper layer of that a - completed on a less noisy pass.

This is how its able to build images from its training parts, it sorta understands how each of them relate to some things, so its able to sorta organizes an image of random noise each pass, eventually creating a ‘unique’ image inspired by its training data.

It also gives it that perfect image you mention, cause its specifically trained to look like what looks good to us - its essentially a function optimised on nothing but.

They mention using it in HR to enhance employee retention, which is… pretty damn dystopian

Really wonder why its a multi billion dollar industry just operating off the kindness of landlords, you think they would have pulled out by now with their massive intelligence.

I mean its not the exact same crisp but a small layer of oil in a standard pan’ll still beat waiting months I’d argue

I guess thats a good example, when have I claimed to have a solution?

Im just saying they have a monopoly, but if I could scale up to YouTube size economically, I’d probably be doing it instead of arguing about it online

First off this is Canada.

Second off I’m not the other commenter nor know shit about cars so the first point is really all I got

Learn Godot game engine, free and fun to just mess around with a physics engine too your PC melts

Cause a lot of people care more about feeling comfortable than feeling statistically probable.

Is it not common just to make something when you want it?

Maybe I’m too Canadian to understand but do you usually go out for meals?

Same as Walmart killing off every ma and pa shop is their fault, they lowbid the competition solely because they’re able to with their monopolization, solution being actual competition in the industry.

Can’t help but feel your goal posts are sentient with how much they’re moving.

The cost of server upkeep alone

Video content? YouTube’s made it all but impossible to compete with their free offerings, for the cost of server upkeep alone

Sounds like the monopolized industry isn’t right for the users

Funny enough this ‘slop’ is compliance, but hey you seem to think you’re mega dev supreme so I’m sure you already knew that

Adblockers existed so google took it out on all of Firefox, the collateral being a win-win to their monopoly

If you don’t want the card I wouldn’t be against buying it off you for a bit more than an rx590

I have a rack server in the garage with a gaming PC in it, 2 PSU’s and the 2 GPU’s mentioned, all running on Debian (which I soon plan to swap to nixos).

The AMD GPU’s is passed through to a windows VM with 8 gigs or so of ram, for VR development in the garage usually, but sometimes is streamed as well.

The second Nvidia GPU goes to my linux machine on Ubuntu just for ease of patched nvidia drivers, a couple virtual monitors with an xconfig like this, and is my daily driver with 16 gigs of RAM.

Both use Virtio drivers for disk, network, and anything else I’m forgetting, Pcie passthrough via KVM/QEMU on the host.

I’d say the latency hangs around 5ms when streaming both at once, and never comes close to saturating the gigabit connection, but I’m sure some optimisations could be done somewhere along the line.

Clients run on anything from an Xbox series X to a random PC, hopefully soon an orange pi (worried about latency though).

When I have a workload requiring both GPU’s I just keep 2 moonlight windows open and use the keybinds to unfocus the mouse then alt+tab to swap between them.

I don’t have any complaints, although one time when my thermal setup was worse I left 2 copies Subnautica running for my wife and I to at Nitrox together, and it did start to drop in fps on the Linux machine once we picked it up after an hour or 2 running the games AFK.

Edit to add I’m mostly using this for gaming right now, but its handled everything (within reason) that I’ve tossed at it, but I’m planning on soon setting up this sometime soon also across a couple other PC’s, but as of right now the VM’s feel as if they’re entirely distinct PC’s from an external perspective

I currently have a setup exactly like this, with a threadripper 2950x, an RX 6600, and a 2070 super.

Let me know if you have any questions in the specifics, but its 100% possible

Best part of this setup is being able to connect to both via sunshine on many displays at once