How much can a graphics card make a difference in neural networks?

Hello

I did not have access to the graphics card to train the neural network that I implemented and I use a server system with the following specifications

intel xeon cpu e5-2695 16 processor

RAM 10GB

It takes about 15 days for 24,000 images in the training phase, which is a very long time for me.

I wanted to ask if using graphics cards like 1080 or 2070 will speed up the workflow?

Because I have to rent a graphics card, thank you for your help

Answer 1

[Joss Knight]

Yes, it could make things run 10x faster maybe.

[lech king]

Thank you