Training Time in Minutes (for 1000 Epochs, Mean with 1 Standard Deviation over 10 Runs) and the Number of Parameters (Nb) of the Generative Models on the MNIST Data Set.
| Model . | St-RKM . | ()-VAE . | FactorVAE . | Info-GAN . |
|---|---|---|---|---|
| Nb parameters | 4165589 | 8182591 | 4713478 | |
| Training time | 21.93 (1.3) | (0.8) | 33.31 (2.7) | 45.96 (1.6) |
| Model . | St-RKM . | ()-VAE . | FactorVAE . | Info-GAN . |
|---|---|---|---|---|
| Nb parameters | 4165589 | 8182591 | 4713478 | |
| Training time | 21.93 (1.3) | (0.8) | 33.31 (2.7) | 45.96 (1.6) |