Which CUDA GPU should I buy?

I am new to CUDA and am looking to buy a GPU that will be sufficient for my needs without spending a lot. I will be working on an application that will require graphics rendering as well as other general purpose computations.

What should be my main focus when buying?

  • Not. SMs
  • Not. CUDA cores
  • Core / Shader / Memory Clock
  • Memory size
  • Memory bus width

How do the above specs affect CUDA performance?

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