GPU for Ai Training?

[Shadow]

I’m looking to upgrade from an RTX 2080 Ti to either an RTX 3090 or RTX 4070 Ti strictly for Ai Training.

I barely game, however when I do they are less demanding games anyways.

Can’t decide either RTX 3090 24gb or RTX 4070 Ti 12gb.

Any suggestions?

[Elucidator]

If you want to do AI, go for more VRAM.

(unless you do small scale AI, but I assume you want to do Image Generation and Audio Generation and the like.)
Simply for calculating stuff, speed is better, however... complex stuff require a lot of VRAM.

[Shadow]

Αναρτήθηκε αρχικά από Elucidator:

If you want to do AI, go for more VRAM.

(unless you do small scale AI, but I assume you want to do Image Generation and Audio Generation and the like.)
Simply for calculating stuff, speed is better, however... complex stuff require a lot of VRAM.

Yeah I’m focusing on RVC Applio Ai Vocal Training.

If higher the VRAM the better, what about RTX Nvidia Titan vs RTX 3090?

They are both 24gb VRAM?

[SvarogX]

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

I’m looking to upgrade from an RTX 2080 Ti to either an RTX 3090 or RTX 4070 Ti strictly for Ai Training.

I barely game, however when I do they are less demanding games anyways.

Can’t decide either RTX 3090 24gb or RTX 4070 Ti 12gb.

Any suggestions?

For AI training, the RTX 3090 with 24GB of VRAM is a better choice due to its larger memory capacity, which is crucial for handling larger datasets and models.

Since you barely game and prefer less demanding titles, the 3090's superior AI performance will serve your needs better.

[Shadow]

Αναρτήθηκε αρχικά από Capybara:

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

I’m looking to upgrade from an RTX 2080 Ti to either an RTX 3090 or RTX 4070 Ti strictly for Ai Training.

I barely game, however when I do they are less demanding games anyways.

Can’t decide either RTX 3090 24gb or RTX 4070 Ti 12gb.

Any suggestions?

For AI training, the RTX 3090 with 24GB of VRAM is a better choice due to its larger memory capacity, which is crucial for handling larger datasets and models.

Since you barely game and prefer less demanding titles, the 3090's superior AI performance will serve your needs better.

What about RTX Nvidia Titan vs RTX 3090?

They both have 24gb VRAM

[SvarogX]

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

Αναρτήθηκε αρχικά από Capybara:

For AI training, the RTX 3090 with 24GB of VRAM is a better choice due to its larger memory capacity, which is crucial for handling larger datasets and models.

Since you barely game and prefer less demanding titles, the 3090's superior AI performance will serve your needs better.

What about RTX Nvidia Titan vs RTX 3090?

They both have 24gb VRAM

So basically the RTX 3090 generally offers better performance and newer technology compared to the Nvidia Titan RTX, despite both having 24GB of VRAM.

And it has more CUDA cores, improved ray tracing capabilities, and better power efficiency, making it the superior choice for both AI training and future-proofing your setup.

Hope this helps.

[Shadow]

Αναρτήθηκε αρχικά από Quappe:

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

What about RTX Nvidia Titan vs RTX 3090?

They both have 24gb VRAM

So basically the RTX 3090 generally offers better performance and newer technology compared to the Nvidia Titan RTX, despite both having 24GB of VRAM.

And it has more CUDA cores, improved ray tracing capabilities, and better power efficiency, making it the superior choice for both AI training and future-proofing your setup.

Hope this helps.

Thank you, I appreciate your help.

[Introverted Gamer]

RTX 3090 but depends on much much money your willing to drop and stay up to date with newer software support. Since people have a budget and use like the older Pascal Architecture GPU like the P40. For the price of a 3090 you can get like two P40 and have 48gb VRAM vs 24gb VRAM in total.

[Shadow]

Αναρτήθηκε αρχικά από Introverted Gamer:

RTX 3090 but depends on much much money your willing to drop and stay up to date with newer software support. Since people have a budget and use like the older Pascal Architecture GPU like the P40. For the price of a 3090 you can get like two P40 and have 48gb VRAM vs 24gb VRAM in total.

Do you know any benchmarks?

[̶H̶e̶a̶d̶l̶i̶n̶e̶r̶]

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

Αναρτήθηκε αρχικά από Quappe:

So basically the RTX 3090 generally offers better performance and newer technology compared to the Nvidia Titan RTX, despite both having 24GB of VRAM.

And it has more CUDA cores, improved ray tracing capabilities, and better power efficiency, making it the superior choice for both AI training and future-proofing your setup.

Hope this helps.

Thank you, I appreciate your help.

[Introverted Gamer]

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

Αναρτήθηκε αρχικά από Introverted Gamer:

RTX 3090 but depends on much much money your willing to drop and stay up to date with newer software support. Since people have a budget and use like the older Pascal Architecture GPU like the P40. For the price of a 3090 you can get like two P40 and have 48gb VRAM vs 24gb VRAM in total.

Do you know any benchmarks?

Reddit discussions r/LocalLLama. Plenty Redditors using Older Architecture or newer GPU comparing and discussions performances on running Ai Locally. To answer your question the P40 will perform worse than 3090, like FP16.

[Tomi Montana]

Αναρτήθηκε αρχικά από MrYoloDickSwagger:

Αναρτήθηκε αρχικά από Capybara:

For AI training, the RTX 3090 with 24GB of VRAM is a better choice due to its larger memory capacity, which is crucial for handling larger datasets and models.

Since you barely game and prefer less demanding titles, the 3090's superior AI performance will serve your needs better.

What about RTX Nvidia Titan vs RTX 3090?

They both have 24gb VRAM

RTX 3090 would be a much better buy.
Nvidia RTX titan is a predecessor of the 3090. Not to mention the fact that they are such a poor value to begin with, even when we are talking only about second hand market. It's around a 2080 Ti/3070 (Ti) in raw performance given the fact that it's using the same graphics chip as the 2080 Ti.
xx90 tier cards are the same thing as Titan cards, just a different branding and name.