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At the end of the day, I ended up with two servers. One running Linux for rendering, machine learning, and other image processing. The other for using the Samsung HMD for VR that my friend Ken Perlin sent me. They are both running the Xeon Silver 4108 8/16 CPU with lots of memory.
Their were two major issues on this build. I kept getting bad parts, many CPUs were bad and much of the early memory was bad. Now I buy the memory directly from Kingston and whatever I was running into with CPUs seemed to be fixed. I also had a bad PSU. It was just endless.
At the end of the day, we settled on memory from Kingston, chassis from Chenbro from Newegg, power supplies from Supermicro directly, Samsung SSDs from Newegg, Nvidia GPUs from Newegg, and Supermicro motherboards from 3rd party vendors through Newegg.
From now on, always test a new power supply for a build, and stay away from two socket motherboards, always going for a single socket and a more powerful processor if necessary.
Never install Windows on a machine with any other kind of data or OS anywhere near.
The built in graphics on the Supermicro motherboards work great for consoles, and it is recommended you have a VGA display of some sort so you dont have to go through a VGA->HDMI converter. All systems are still on the USB ethernet connection which works fine for what I need to do. Ultimately, we will use the onboard ethernet. All systems have a USB3 bay added to the front.
This is the first time I have had reasonable computing that is appropriate for the work in maybe 20 years. It makes a difference.
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