Table 2 Parameter information for pre-training and fine-tuning of F-VAE and T-VAE
From: Searching for protein variants with desired properties using deep generative models
Data_nums | Epochs | Weight_decay | Dim_z | Hidden_layer | Seed | |
|---|---|---|---|---|---|---|
Train_F-VAE | 57356 | 20000 | 0.0001 | 3 | 100 | 42 |
Finetune_F-VAE | 39 | 8000 | 0.0001 | 3 | 100 | 42 |
Train_T-VAE | 57356 | 20000 | 0.0001 | 3 | 100 | 42 |
Finetune_T-VAE | 39 | 8000 | 0.0001 | 3 | 100 | 42 |