GeForce RTX 4060 Ti and 4060 Graphics Cards
nvidia.com
nvidia.com
For anyone not really following the current issues with video cards that have only 8GB of VRAM, there are a bunch of modern games that stutter a lot with only 8GB. I have an 8GB 3060 Ti and regret the purchase since it's been a problem for me in several games so far.
AMD is expected to announce new mid-range models soon, which might provide more options to choose from that have 16GB+.
This card depends on faking textures (DLSS) and faking frames with frame generation to increase performance. Frame generation seems particularly lame since the additional frames are generated without interacting with the game, thus increasing input latency and display latency.
So after 2.5 years you get to pay more for a worse card with less memory bandwidth that depends on cache hits and fakery to show any noticeable performance improvements.
4070 is comparable in bandwidth to the 3060 Ti and would be a much nicer upgrade for 2.5 years, but instead they increased the price by 50% and named it a 4070 instead of a 4060 ti.
* Intel tried to reserve 64 bit for servers/Itanium, AMD brought out x86-64 across their line
* Intel was pushing front side busses or dual busses. AMD moved the memory controller on chip
As a result Nvidia has a lead in performance (like the 4090), in efficiency (perf/watt), market share, and in software (drivers and CUDA).But for AI/ML, we are pretty much stuck with Nvidia.
And you know it will, within minutes of release.
Guessing it'll be a while before we see similar deals on Nvidia cards since so many people are determined to buy Nvidia over AMD for reasons I don't understand.
Yes the raytracing performance is better, but not enough to justify what they're charging.
There are many reasons not to get an AMD card.
The graphics card distribution pretty spread out across a number of generations.
Is that accurate?
https://timdettmers.com/2023/01/30/which-gpu-for-deep-learni...
Nvidia forces corporations to buy datacenter GPU's for CUDA licensing reasons, and adds a significant margin on top.
Though I do find the binning interesting...I guess they bin on compute and then restrict the bus width of the memory controller based on that. Would be cool if they could also bin on memory controller/bus width, then just offer some average compute along with that. Means people go from being able to run smaller models faster (3090/4090) to being able to run larger models (where they couldn't before) just a little slower.
Gimme a 4060-4070 with like 24GB or vram, hell even 40-48GB.
In retrospect I wish I had of known that "buy once, cry once" might have been the way to go here.
That's just me.
I found that 290W keeps the fans from spinning up audibly under heavy CUDA workloads with ~2% lower performance.
3070 is I think 220~250 watts, while the 4060 sits at 160~200 watts.
Well, looks like there is literally 0 reason.
4060 performs worse than a 3060Ti in some benchmarks.
My 2060 Ti 12GB is usably fast for SD, so I’m guessing these will work great.
As far as the Coke vs. Pepsi comparison, Nvidia's CUDA is like not even that right now. It's a curbstomp in developer experience. You can get in on that action for cheaper now.