Compute model complexity

[Thomas_Zilliox]

Dear all,

Is there a way to compute the model’s complexity for a given model?
I would like to compute the expressive capacity and effective complexity as described in that paper. However, the effective complexity might be more tedious to compute as it depends also on the optimization.
Did any of you tried something similar ?

Best regards,

Thomas

[Kiran_Sai_Ramineni]

@Thomas_Zilliox

Is there a way to compute the model’s complexity for a given model?

Hi @Thomas_Zilliox, Generally based on the number of trainable and non-trainable parameters the model contains, the type of data the model was trained on, etc… defines the complexity of the model.

@Thomas_Zilliox

I would like to compute the expressive capacity and effective complexity as described in that paper.

could you please let us know which paper you are referring to. Thank You.