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[D] Effect of chaining multiple transformers (attention)

For recurrent neural networks (RNNs) increasing the number of units allows the network to (better) model a relationship over more distant inputs in an input sequence.

However what’s the effect of increasing the number of layers in a transformer? Since the transformer looks at multiple inputs of the sequence simultaneously at each layer – it doesn’t have an analogue with RNNs.

submitted by /u/mellow54
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.