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sounds-deep's Issues

Something Wrong in the Loss Calculation

The sign of nv_entropy has been changed in line 106, but it is changed again by being put into the parentheses in line 110.

nv_entropy = -tf.reduce_sum(tf.exp(nv_logits) * nv_logits, axis=-1)

unsupervised_local_elbo = -(unsupervised_distortion + unsupervised_rate + nv_entropy)

I started to get some meaningful images other than fully white pictures after I rolled-back the change that you made in commit 329c2a6.
Before the change:

unsupervised_local_elbo = -(unsupervised_distortion + unsupervised_rate) + nv_entropy

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