Open sparshgarg23 opened 2 years ago
Hi @sparshgarg23, the convergence warnings may indicate that the model having some trouble with mathematical optimization for that particular epoch. I see this frequently. It is not indicative of a bug and it usually does not correspond to any degradation in synthetic data quality.
Let's repurpose this issue as a feature request to investigate such warnings and figure out if we can safely silence them so they are not alarming during the fitting phase.
Environment Details
Please indicate the following details about the environment in which you found the bug:
Error Description
While running CTGAN demo on my system,I encountered the following warning ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data. warnings.warn('Initialization %d did not converge.
Steps to reproduce
Use pip install ctgan Execute demo code on windows operaitng system