First of all, no I do not work in AI/ML. I've always been interested, though, and would like to dabble next year. Something simple, like recognize cat faces, so I can see for myself how this is done.All for what? Data privacy on device? Reducing the cost of inference in the cloud? Preventing Nvidia from getting into mobile?
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Once the cost of inference is dirt cheap and 5G becomes ubiquitous there will be little reason to do on device besides trivial models. I don't think Apple can win the ML game against Nvidia.
Don't you think "data privacy on device and preventing Nvidia from getting into mobile?" are really good reasons?
I'd say there's also a large segment who have no idea of bang for the buck and simply use what their employer hands them. We're a bunch of nerds on here. Most people don't care as long as it isn't slow and doesn't crash.This thread is so interesting to me. To the guys battling it out in here, what exactly do you use the workstation for? MacPro users usually buy the workstation for the power under the hood, and are usually Video editors, composers, graphic artists, and the like with a general understanding of what configurations are the most bang for the buck. It sounds like you guys can speak to Apple's technical roadmap to a philosophical degree. Again, what do you guys use the workstation for?
Yes this thread is in an awesome phase right now. I started out doing system administration / managed IT services. I always have a fairly current Mac Pro & MacBook Pro. I also enjoy the occasional game at max settings but not willing to bootcamp. There's an HP Z820 for VR.
Increasingly I've been doing stuff with Mac forensic software which requires GPU power. Since Apple crippled the 6,1s eGPU capabilities for so long, I hired someone to Hackintosh several HP Z820s. All they do is sit in a server room, crunching numbers at high CPU / GPU utilization. 3 GPUs each, mostly GTX 1080s. They've been flawless and cheap. Any 5,1 owner who doesn't like the $6k price should seriously consider getting an HP Z series professionally Hackintoshed or set up with some kind of Hypervisor.
Also, I use a 6,1 as a dedicated Plex server. It handles 15TB and growing smoothly.