Do you want to know the difference between CPU and GPU?
ShahZaib
24 replies
Yesterday a question popped into my mind after reading about the new Nvidia Digit supercomputer (which will retail at $3,000) and RTX 5090 GPU (which will cost $2,000), which was "Why do CPUs exist, if GPUs are so good?" or something like that.
For non-professionals this is an interesting question, who are using gaming laptops/PCs in their daily lives for content creation and such.
If you are wondering similar questions or someone in your circle is, this link will be helpful:
https://codingstuff.substack.com/p/if-gpus-are-so-good-why-do-we-still
Replies
André J@sentry_co
Nvidia Digits + Cursor = Fast local models for coding.
Share
@sentry_co You need to talk to Cursor support to find out.
@shahza1bmushtaq Not as expensive as spending 50$ a day on O1 😅 like I am now. I will recoup in 60days
@shahza1bmushtaq Hopefully I will get one on launch. The cursor team will need to add support as well I suppose. 1k TFlops 🤤
@sentry_co A brilliant privacy-centric combo, but expensive.
@sentry_co You'll have to wait until May when it launches😁
This really got me thinking, GPUs are super powerful, but CPUs seem like the glue holding everything together
I've always thought about this too, why not just use GPUs for everything?
I've wondered about this too, especially after seeing the specs of the RTX 5090.
@laurencio_trevino You're not the only one.
This is such a great question! I've read that GPUs excel in parallel tasks, but CPUs are still essential for sequential processes like running your OS and basic computing
I guess it's about how CPUs handle diverse tasks while GPUs are optimized for parallel processing.
That made sense to me. The CPU handles the basics, and the GPU tackles the specialized work.
Thanks for sharing! I now understand that the GPU does the heavy lifting, but the CPU still keeps everything running.
Great point! The GPU excels at highly parallel tasks like rendering but CPUs are essential for running general-purpose code
@sage_turner You got that right, almost.
Now I get it! The CPU manages everything, and the GPU focuses on the heavy tasks.
@daniel__joseph Yes, GPU focuses on the heavy parallel tasks.
CPUs are the brains of the computer, managing operations that GPUs can't handle on their own.
@_alexander_james Both are necessary.
This article might clear things up.
That's a great question! While GPUs are super powerful for parallel tasks like gaming, AI, and content creation
It's true that GPUs do a lot of the heavy lifting in gaming and high performance tasks, but the CPU still plays a key role