MATLAB: Choosing a GPU workstation

gpuworkstation

I am working on a finite element analysis. I solve a linear system of equations of a large-sized (e.g., 10^7 by 10^7) sparse square matrix. I am planning to solve it by using MATLAB and GPU. Can MATLAB gpuArray solve such a large sparse square matrix by using backslash (\)? If yes, I am looking for a GPU-workstation configuration to solve such a problem with budget of $6,000. Could you recommend a GPU workstation specification for me? I am not familiar with how to build a GPU workstation.
I found the following company websites:
https://www.microway.com
https://bizon-tech.com/us/bizon-g3000

Best Answer

Yes, the GPU uses its own local RAM to do computations (or at least that's when it is fast), so you should get a graphics card with as much memory as the computations will need.
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