Best GPU for Deep Learning Training

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Kyle Lee
Kyle Lee on 16 May 2022
Which GPU among GeForce RTX3090, RTX A6000, or A100 do you think is the best for deep learning using Matlab?
Not in inference, but in Training
This is GPU's Spec
https://en.wikipedia.org/wiki/List_of_Nvidia_graphics_processing_units

Answers (1)

Abhijit Bhattacharjee
Abhijit Bhattacharjee on 19 May 2022
A very good (and up-to-date) reference article on this topic can be found here: Tim Dettmers Which GPU for Deep Learning.
Because MATLAB's Deep Learning Toolbox uses CUDA and CUDNN libraries just like almost every other deep learning framework, the recommendations in the article above should mostly apply for MATLAB as well.
Please note that the opinions and statements in the article belong to the author and are not formally endorsed by MathWorks.

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