I don't see how. I'm not saying that consumer-grade hardware isn't useful because enterprise-grade hardware exists. I'm saying that enterprise-grade hardware isn't particularly practical for most consumers. Personal computers were many things, but what they generally weren't was people installing IBM S/390s in their living rooms. Because some of the same design features that make them great for centralized, high volume business workloads also makes them kind of a PITA if that isn't what you need.

For my part, I do work on machine learning projects at home. But I'm nowhere near operating at a scale where datacenter GPU features like being optimized for 4- and 8-bit calculations would be a net benefit. Nor do I have any particular desire to have one of those things making my home office sound like I live next to a steel mill.

It's not too far off from why I don't have a box truck parked in my garage even though it's technically more capable than my Kia. And on the occasions when that is what I need, the local hardware store will gladly rent one to me for $20 per day.