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I find the calculation of KL-loss is different from VAE.
Because:
latent_loss = 0.5 * tf.reduce_sum( tf.square(z_mean) + tf.square(z_stddev)
- tf.log(tf.square(z_stddev)) - 1, 1 )
I think the "self.mu.pow(2) " of line-154 in bicycle_gan_model.py should be "self.mu.pow(-2)".
The text was updated successfully, but these errors were encountered:
I find the calculation of KL-loss is different from VAE.
Because:
latent_loss = 0.5 * tf.reduce_sum( tf.square(z_mean) + tf.square(z_stddev)
- tf.log(tf.square(z_stddev)) - 1, 1 )
I think the "self.mu.pow(2) " of line-154 in bicycle_gan_model.py should be "self.mu.pow(-2)".
The text was updated successfully, but these errors were encountered: