You're confused. OP said they're using the iGPU to handle it, not the CPU. I have Frigate handling 4 cameras myself and the iGPU can handle object detection with ease, the CPU sees barely any load at all.

What's the point of having copyrights at all, then?

There just simply is no reason for me to have any cash, paying by card has been a thing here forever. I don't even want to deal with cash, it's just so much more convenient to whip out a card or a smartwatch and be done with the payment in a matter of seconds. Even for buying second-hand directly from an individual person we nowadays have multiple different options right on our phones.

Hopefully immediately?

Using integer maths instead of floating point maths where you want a similar result, but don't need as high precision has been done for multiple decades already and is a common thing to do in e.g. resource constrained embedded devices. Applying it to AI models doesn't magically make it a new thing and I seem to recall having seen several articles over the years from other groups on doing it to AI models/training before this.

This just smells like an attempt at hyping things up in the hopes of grant money or investors. Or both.

TrueNAS Scale is great. I've got it running on my primary NAS and on my backup NAS (my primary NAS takes backups from my other systems, then it is synced to my backup NAS, so there's multiple copies of everything, plus a week's worth of snapshots) Its UI is nice and clean, it makes it easy to manage disks, run a couple of VMs, with the next major release they're moving to using Docker as well and so on.

I just had an HDD die on me and I simply got an email from my TrueNAS system informing me of this and a couple of days later my pool had been resilvered and everything was all good again. It's really convenient.

You don't use pads for the GPU die itself. Pads do not have as good thermal conductivity as paste and wouldn't be good enough for that use, plus you want there to be as small a gap as possible between the heatsink and the die -- a pad is obviously a lot thicker than paste.

I never liked Gitlab. For my needs and tastes, Gitea is more attractive -- been running my own instance for years now and been very happy with it.

The fact that you rush to answer a question that wasn't posed to you just so you can tell everyone how you're so awesome by using Linux says you're quite insecure and seeking attention.

Are you old enough to be allowed to use a computer unsupervised?

That's just plain wrong. VSCode is used these days for almost anything revolving around programming, including writing code for microcontrollers, working with C, C++, Rust, Python and others, for developing data science tools and applications and so on and so forth. There is absolutely nothing about it that is even remotely targeted at just Javascript projects.

Bad troll. Come up with something more clever.

More like giving everyone a couple of wooden blocks to play with.

I'm definitely the first one: I can easily imagine all sorts of apples and when I do, I tend to imagine all sorts of details as well, like specular highlights, depth-of-field, lens effects, dust/rain/snow/something else entirely, I can rotate it all in my mind and e.g. the specular highlight I mentioned react accordingly, as if there was a light source and so on. I've always been good at visualizing geometric objects as well, including multiple ones simultaneously and I can rotate everything in my mind easily -- together or separately.

Alas, it's all stuff I've experienced in some way before. I am as creative as a lead brick: I cannot for the life of me come up with something new, something I haven't seen or heard of before in one form or another. I am hugely envious of all the truly creative people who can just imagine all sorts of wondours things out of thin air and then follow that up by bringing those to life on paper or a computer screen or whatever -- that is truly an impossible task for me.

I do. It's got an actually good dark mode, which Windows 10 doesn't have.