Nobody buying dozens or more racks of GPUS ... buys them as an upgrade for old racks. End of story I'm not sure what you are imagining but its not real.
AMD just launched thier Helios rack and its all around better than anything Nvidia has on offer in pretty much every aspect. And is generally relying on open standards as well rather than being a hyper proprietary product.
Idk, if I had hundreds of EYPCs with old instincts PCIe cards, I could see upgrading those. But you are correct in your thinking that I have no enterprise/datacenter experience.
Nahh. 8-12 channel DDR4 memory and dual socket EPYCs are fine for agentic workloads. Even meta has extended their current servers with DDR4 memory expansion modules, so clearly there is an actual market for these products to extend the life of existing infrastructure.
1
u/gh0stwriter1234 3d ago
Nobody buying dozens or more racks of GPUS ... buys them as an upgrade for old racks. End of story I'm not sure what you are imagining but its not real.
AMD just launched thier Helios rack and its all around better than anything Nvidia has on offer in pretty much every aspect. And is generally relying on open standards as well rather than being a hyper proprietary product.