Open MoritzWag opened 4 years ago
Results | Model | Results |
---|---|---|
GaussianVae | None | |
BetaVae | beta = 20 max_capacity = 20 | |
DIPVae | lambda_dig: 0.0001 ; lambda_offdig: 7e-5 | |
GaussMixVae | temperature = 1; anneal_rate = 0.5 cont_weight = 1; cat_weight = 2 | |
InfoVae | alpha = -14, latent_var = 1, reg_weight = 50 |
We want to tune all models with hyperband and a fixed time budget that is equal for all models. This gives us a better comparability.