ORGANIC was used as the GAN and trained on the previously described set of 15 000 diverse molecules from the Papyrus dataset . First, generator and discriminator pretraining was done for 240 and 50 epochs, respectively. Afterward, the model was trained with the objective to adhere to Lipinski's rule of 5 for 110 epochs.