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cvae's Issues

Question about determinant in KLD loss

Hello, the formula for the KLD includes the log of the determinant of the covariance, however I see that you have it as a sum. I attempted to change it to a product, since we just have the matrix diagonal, but it give nan or inf values. I also noticed that other VAE implementations do the same. Could you perhaps elaborate on why this works if you have any insight?

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