Computes the VAE loss function. KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2}

Computes the VAE loss function. KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2}

Computes the VAE loss function. KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2}

Computes the VAE loss function. KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2}

Computes the VAE loss function. KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2}

Computes the VAE loss function. KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2}

KL(N(\mu, \sigma), N(0, 1)) = \log \frac{1}{\sigma} + \frac{\sigma^2 + \mu^2}{2} - \frac{1}{2} :param args: :param kwargs:

:param args: :param kwargs: :return:

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples

Samples from the latent space and return the corresponding image space map. :param num_samples: (Int) Number of samples