Great post. Full of useful tips I always need to remind myself of.

The closest thing I’ve been able to find so far (which seems to have been under slow development by 1-2 contributors for the past couple years) is https://github.com/MPSQUARK/BAVCL which is based on ILGPU. I’ll probably be keeping an eye on it though.

Unfortunately I don’t believe NumPy has any built in accelerations (other than being a C library which is fast already), though I don’t really know the ins and outs. There are Python libraries that use the NumPy API or otherwise do some stuff to accelerate it on e.g. CUDA, but the Numpy.NET library as far as I know uses its own embedded Python + numpy, so as far as I can tell that wouldn’t be an option.

Unfortunately not, though I forgot about SIMD! It doesn’t seem to support arbitrary-sized matrices or arrays out of the box, though I guess I could index the vector type myself. Still, it doesn’t offer the operations I’d like, as far as I can tell.

Thanks though!

Got an XPS 13 9350, works fine, bluetooth and all, though I upgraded Ubuntu and the kernel and the integrated webcam hasn’t worked since, which I still don’t really understand.

This may not be relevant since I have a different gpu and am on Ubuntu, but when I installed proprietary drivers I didn’t have display either because I was using a version of the driver that was too recent (whether due to dropped compatibility or a bug I don’t know). An older one might work!

Google en passant

Why can’t the government just build it as a public utility?

That’s actually not true, right? https://www.iea.org/data-and-statistics/charts/global-co2-emissions-from-transport-by-sub-sector-in-the-net-zero-scenario-2000-2030

In 2019 there are 6.08 Gt from road vehicles compared to the 0.87 Gt from shipping. That’s just overwhelming.

Yeah, I saw a link to a study that modeled outcomes within the next fre decades where acidification kills enough marine life and favors the reproduction of other microbes. Something about either low oxygen in the oceans and/or the atmosphere, or maybe a dangerous increase in stmospheric toxins resulting from that.

Maybe I’ll try and find it to verify.

Nah, I think they’re just being mass-created. No one’s actually spamming anything so far. You can see so on this directory of instances: https://the-federation.info/platform/73

If you scroll around you’ll find some that have like 10k or 20k users and 11 posts at most.

I’ve been thinking of hosting my own instance for myself, but I was wondering if you’d noticed any oddities! I’ve heard of some bugs that occur when interacting cross-instance. Also stuff about content being out of sync, which I notice currently with lemmy.ml from my current instance (lemmy.world).

You can find an option not to hide NSFW content in your profile settings!

If you sort by New on All you’re guaranteed to come across porn.

The hurdle to that is much greater here since there’s a common protocol adopted by multiple open source projects (of which Lemmy) which allows interoperability. If a profit-driven group would try to capture it, people could move instances/use a fork/use a different but similar activitypub project like kbin, etc.

At least I think that’s correct? It seems to me there are multiple lines of defense which each have a good amount of redundancy.

But certainly the proposed defederation isn’t the same as suppressing utterance, considering there would remain a publicly accessible instance for that speech. This would be closer to keeping in check by public opinion, since it’s the action of exterior social forces.

It works just the same as the web site! You can search or browse/scroll through local communities, subbed ones, or “all” (from all federated instances that are subbed to by anyone on your instance if I understand correctly).