I assume you’ve sliced some parameters to downsize your model.
How did you create the logic to remove some parameters?
Would the same (slicing) operations work on the cloned parameters?
PS: I’m not sure, if that would be useful regarding the performance of the model.
If you just want to compare the runtimes, random values might also work just fine.