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Hi,
Awesome code!
A minor issue. Following paper https://arxiv.org/pdf/1312.6114.pdf, equation 10, it seems line 62 of vae.py
tf.reduce_sum(0.5 * (tf.square(mean) + tf.square(stddev) - 2.0 * tf.log(stddev + epsilon) - 1.0))
should be
tf.reduce_sum(0.5 * (tf.square(mean) + tf.square(stddev) - tf.log(stddev + epsilon) - 1.0))
The text was updated successfully, but these errors were encountered:
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Hi,
Awesome code!
A minor issue. Following paper https://arxiv.org/pdf/1312.6114.pdf, equation 10, it seems line 62 of vae.py
tf.reduce_sum(0.5 * (tf.square(mean) + tf.square(stddev) - 2.0 * tf.log(stddev + epsilon) - 1.0))should be
tf.reduce_sum(0.5 * (tf.square(mean) + tf.square(stddev) - tf.log(stddev + epsilon) - 1.0))The text was updated successfully, but these errors were encountered: