Pyro.infer.importance.psis_diagnostic gives errors

[VSDV]

I found this issue which is exactly the same as mine:

The problems with PSIS diagnostic to test SVI

I want to check the convergence of SVI. I find the psis diagnostic but don’t know how to use it. The SVI can run correctly before using psis. Who knows other methods to test the SVI? from pyro.infer.importance import psis_diagnostic fk=psis_diagnostic(model=model,guide=guide) k=f(x,y) print(k) The errors are as follows: TypeError: forward() missing 1 required positional argument: ‘x’

Apologies, should have searched harder!

As a follow up to that discussion:

• Since importance.psis_diagnostic cannot be used with pytorch modules, how else can we test for the convergence of the SVI?