Source code for pythae.models.msssim_vae.msssim_vae_config

from pydantic.dataclasses import dataclass

from ..vae import VAEConfig


@dataclass
class MSSSIM_VAEConfig(VAEConfig):
    r"""
    VAE using using perceptual similarity metrics (MS-SSIM) model config config class

    Parameters:
        input_dim (tuple): The input_data dimension.
        latent_dim (int): The latent space dimension. Default: None.
        reconstruction_loss (str): The reconstruction loss to use ['bce', 'mse']. Default: 'mse'
        beta (float): The balancing factor. Default: 1
    """

    beta: float = 1.0
    window_size: int = 11