It's price discrimination. There's no reason why anyone would want a V100 besides that Nvidia doesn't "allow" you to use GeForce cards for ML research on servers, assuming you're big enough.
I don't have a ML box yet, let alone a load of servers, but I am contemplating assembling my first rig for ML. If I buy (perhaps secondhand) some GPU, do I risk the thing refusing to work if it incorrectly thinks I'm a server farm?
I have no idea how this could work, or is it just limited to 1 GPU per box? or the proprietary driver phones home? or certain CPU / mobo chipsets are detected and it refuses to run, even if its your only box?
I don't have a ML box yet, let alone a load of servers, but I am contemplating assembling my first rig for ML. If I buy (perhaps secondhand) some GPU, do I risk the thing refusing to work if it incorrectly thinks I'm a server farm?
I have no idea how this could work, or is it just limited to 1 GPU per box? or the proprietary driver phones home? or certain CPU / mobo chipsets are detected and it refuses to run, even if its your only box?