Weird, I was just looking into something like this yesterday. I really want a touchscreen though. It would be 100x more useful if I could put up a daily checklist that didn't require using a separate device to clear the checkmarks.
Yeah, GPUdirect should allow you to dma straight to a storage device.
I wonder... what if the m.2 storage was actually DRAM? You probably don't need persistence for spilling a model off the GPU. How would it fare vs just adding more host memory? The m.2 ram would be less flexible, but would keep the system ram free for the CPU.
I gave a talk a few years ago at dask summit (conf?) on making the stars align with dask-cudf here. We were helping a customer accelerate log analytics by proving out our stack for nodes that look roughly like: parallel ssd storage arrays (30 x 3 GB/s?) -> GPUDirect Storage -> 4 x 30 GB/s PCIe (?) -> 8 x A100 GPUs, something like that. It'd be cool to see the same thing now in the LLM world, such as a multi-GPU MoE, or even a single-GPU one for that matter!
Isn't m.2 storage but DRAM - hopefully, meaning NVMe/PCIe not SATA speed - already exists as Compute Express Link (CXL), just not in this specific m.2 form factor? If only RAM wasn't silly expensive right now, one could use 31GB/s of additional bandwidth per NVMe connector.
The marvel cxl 2.0 ddr4 card Serve the Home used for kvcache speed ups. And I am personally looking forward to cxl 3 and memory coherence across my system builds.
Well, the good news for Trump and other elites is that we will all take a day off from discussing the Epstein files and wondering
- why no one in America is being charged
- why the files were so heavily redacted in violation of congress
- why the redactions were tailored to protect the names of some powerful people and not victims
Trump started talking about aliens yesterday. If the tariffs and aliens can't get people distracted from the Epstein filed then we'll be bombing Iran in 2 weeks...
I agree but also wonder if editor plugins fall squarely in the range of things an LLM could vibe-code for me?
There is a large class of problems now for which I consider the chosen programming language to be irrelevant. I don't vibe code my driver code/systems programming stuff, but my helper scripts, gdb extensions, etc are mostly written or maintained by an LLM now.
I'm right there with you, and to be honest Lua just works. I helped with Neovim when it started ~10 years ago, and didn't understand the big deal about implementing lua.. But now that it's here, I can't believe it wasn't forked and implemented sooner
IME, Claude is quite good at generating Lua code for neovim. It takes some back and forth because there's no easy way for it to directly test what it's writing, but it works.
On Wegovy(semaglutide) I haven't noticed any change in my binges or impulsiveness. Slightly worse(not dramatic) depressive episodes but that's about it.
Semaglutide has a warning about not being suitable for folks with depression. I don't think I've seen any changes to my moods. I'm type-II bipolar and if anything my depression episodes are slightly worse now.
Funny, after semaglutide I developed moderate arthritis in my MTP(foot) joint.
I wonder if it was gout because it seemed to come on fast. They say semaglutide shouldn't cause gout but I'm not convinced. It has some very weird effects on my hydration. I drink a fair amount of water, but specifically at night I now have to urinate a dozen times throughout the night and wake up with my mouth almost dried shut.
I've lost 10% of my bodyweight(probably >1/3 muscle, sadly) which is great and it's taking the load off my joints, but man this foot thing is a bummer. I need to find a sports Dr because most foot docs seem to take the "just stop running/hiking and switch to biking/swimming" approach which doesn't work for me.
That kind of damage takes many years. Do you have scans from prior years? I also discovered I have arthritis in the ankle recently and there were no pain symptoms, only joint instability and issues higher up on the leg. This was probably caused by either genetics or ankle trauma from childhood that eventually reared its head in my 30s.
My last x-ray in 11/2022 was perfect. Good joint spacing and no degenerative changes. That's over 3 years ago now though.
One thing I think changed for me was that I switched to WFH full-time and wearing crocs all day. My arches subsequently collapsed. I have joint stiffness now as well, but the x-ray didn't show anything so I think it's perhaps sinus tarsi pain from the compression due to over-pronation.
With most resources, it’s usually not that they literally can’t be found, but that the cheap sources are gone. If tungsten costs 20x as much to extract, it doesn’t matter that it technically exists, a lot of users are just not going to be able to afford it.
The article says the US currently imports about 10,000 tons of tungsten per year, and has no active production, so that's also its current usage.
Tungsten costs about $200/kg [0]
So the total US tungsten usage is $2 billion/year.
If the price goes up 20x overnight, and nobody changes their purchasing behaviours, that costs US businesses, consumers and
government $38 billion.
That's a lot of money for most people, but it's being spread over a wide base.
For a comparison, the US uses about 20 million barrels of oil per day [1] or 7 billion per year. So a 20x shock in tungsten would be roughly equivalent to oil prices going up $5/barrel. In fact oil fluctuates by that much most quarters [2], if not most months. People complain a little when it goes up, but it takes more than that to really have a noticeable effect on the economy.
A 2x or 5x price increase - a huge shock in any context - would be problematic for a few companies, but really business as usual for the US as a whole.
There's also a lot of them because many people live in cities.
Also many online communities driven by user moderation are controlled by folks with a lot of time to participate and skewed against certain segments of society. Online views often skew wildly from real life.
I've basically given up trying to find community online. Talking with real people is so much more rewarding and less frustrating.
The urbanists are vocal online because of something they're unsatisfied with in their life - if you talk to them and dig into it, they're complaining about a lack, a lack that they think would be filled if they could just afford to live in NY or Europe (because they assume everyone in NY lives like Friends or something).
If instead of trying to solve loneliness through urban development they dedicated their efforts to "touching grass/concrete" and got to know their community - suddenly they'd discover they have the power to urbanize - but do they still have the desire?
reply