how to use GPU to run idNeuralStateSpace

Hi everyone,

I am trying to use Neural state space model to identify the state derivatives using only measurement data. The system that I use requires small sampling time which leads to the requirement of large training data. I want to use GPU while estimating nonlinear state-space model using the built-in function nlssest and idNeuralStateSpace. Do you mind letting me know how I can utilize the GPU while running the model?

Thank you.

Answer 1

[Avadhoot]

Hi Saskia,

I understand that you want to use GPU support to run the built-in functions "nlssest" and "idNeuralStateSpace" for your model. Currently MATLAB does not have GPU support for both of these functions. A workaround for this is implementing your own versions of these functions and then using a GPU to run them.

I hope it helps.