The standard computer configuration has been stuck at 8 GB of RAM and 256 GB of SSD storage forever.
The standard computer configuration has been stuck at 8 GB of RAM and 256 GB of SSD storage forever.
I don't know, I've been working with LLMs a lot recently and for the first time in a while I am wishing I had access to much more compute than I do. Imagine having the power of a H100 locally without having to pay thousands of dollars a month.
I hope that AI hype lead us to more memory and more memory bandwidth, because they are really lagging behind computer power increase from like 15 years already.
One approach would be to snip RAM in as many pieces as you have cores, and attach each piece locally to a CPU core. Say eg. 1k cores each with 1/1000th of total RAM, accessible at L1 cache like speeds. Giving you crazy-high (combined) memory bandwidth. I know, there exist some IC's that actually do this.
Problem is such a setup is not suitable for all types of computation. For data structures that require individual cores to access other cores' local RAM, you still need some communication protocol (+ latency, bringing you back to square 1).
And we haven't quite figured out how to program such a beast in software developer-friendly way.
Hence the usual approach of "all RAM in one pile, connected via a fat pipe to a heap of CPU cores".
I think you can get a 2TB ssd for like a 100 bucks nowadays. They are dirt cheap.
I’m talking about the typical computer you’re going to find in a big box store or the default configuration on a website.
Yes you can add an SSD yourself for that price but the markup for configuring it at purchase is considerably more than $100. I’m not talking just Apple when it comes to this, Dell, Lenovo, HP, Microsoft, and just about everyone else do it too. RAM is even worse now that many (most?) laptops have it soldered in, so there is no DIY upgrade after you buy.
From the cursory look to an e-shop, it seems to me that majority of notebooks have soldered-in memory, but also one SIDIMM slot for expansion. Just the very low-end ones (and Apple) have no SODIMM slot.
And 16 GB is definitely the most populous category of notebooks.
And the point about gaming setups is very relevant because you can get consumer hardware (aka cheap), instead of being forced into "workstation/server" which carries a huge markup.
You can get 128GB RAM and stupid amounts of ssd storage for cheap with consumer hardware.
The hardware hasn't stagnated at all. I think you're problem is simply with pre-built markups?
Also if you want a laptop, the markups for upgrading said memory and storage are actually pretty significant and may not be worthwhile. Upgrading laptops is quickly becoming difficult to impossible. Yes I know about Framework, but they are not ever going to be mainstream for a number of reasons.
Unless you're paying Apple for it :^). Hope you like 12x markup to go with your 1TB SSD :^)
8GB - ~350
16GB - ~1060
32GB - ~550
I don't know about desktop PCs, but in laptops 8GB is not mainstream any more.
thou, 8gigs are overly common (and overrepresented in regard to your market analysis) as most consumers (and enterprises) tend to buy the low-end config unless it's absolutely necessary to spend more.
FPGAs do that, but the "smart" routing fabric in them makes compiling code to them take hours or days.
If you eliminate the switching fabric on an FPGA, you are left with a grid of Look Up Tables (LUTS) each connected to their neighbors. The result is a Turing Complete computer that works exclusively in parallel.
For locally playing with AI, those are a joke. A beefy desktop gpu, preferably with 24GB vram, a nice desktop high threaded cpu. 64GB of ram and as many TB of fast M.2 storage you can afford is the starting point.
Those OSS LLM models will eat your typical enthusiast gaming PC for breakfast.
Maybe it was different where you live. That's OK.
I am talking about the memory and storage configuration of the "typical" computer that an average consumer will buy from a big box store or a website. This has been 8GB/256GB SSD for a long time now. That is my source of complaint. Growing up in the 80s and 90s there would be absolute leaps in memory and storage every time you would upgrade your computer. That is no longer the case. We are just now starting to see some 16GB/512GB configurations appear on consumer default configurations after what, almost a decade?
Your story gets even weirder! Sourcing components from the local brick and mortar store when building your own desktop usually negates most of the benefits of building your own desktop computer. It's not entirely surprising that they had an excess of outdated SSDs on display.
> Plenty of people had laptops, sure, but most daily-driver work machines were still desktops.
Are we suddenly confining the discussion to corporate-owned office PCs, or do you genuinely not understand that laptops have been outselling desktops for a very long time?