Add Self-Attention as a variant of tower+pool #30
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Feed-forward convolutional architecture with
self-attention. Self-Attention as described in Self-Attention
Generative Adversarial Networks by Zhang, Goodfellow, Metaxas, and
Odena added to the tower+pool architecture.
As discussed in issues #28 and #27.