Question GPU choice for Deep Learning ?

Jan 11, 2021
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Hello everyone,

I want to change my graphics card to speed up my work in deep learning (no gaming). I do research and development in deep learning.

My current config:
  • CPU: AMD Ryzen Threadripper 2950X 16-Core Processor, 3500 MHz
  • GPU: GeForce GTX 1080 Ti
  • Motherboard: MSI MEG X399
  • RAM: 64 GB
My budget: $9,000-9,500 .

I had the idea of taking a Tesla (T4, K80, P4, P100, V100) but I think my budget is relatively low. Should I consider a lower end model?
I don't know if I can combine the GTX 1080 Ti with a new card (Tesla or not) but it would be interesting to have your opinion, especially on possible compatibility issues (motherboard - cpu - gpu).

Thank you!
 

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