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Added an option to return a latent embedding to the ConvAutoencoder class + unit test for this case

Olegs NIKISINS requested to merge ae_update into master


Following our today's discussion, here is the update to the autoencoder class allowing to avoid prediction_function in the configs. Please merge if fine with you. Thanks!

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