Machine Learning, Transformers, Ashish Vaswani, Lstm, Recurrent Neural Network.
denominator prevents the dot products from blowing up. We can perform this operation very easily using GPUs. Attention requires two matrix multiplications. Thus, it is a quadratic (in the dimension) operation. RNNs and convolutions are quadratic in the dimension. Source: Stanford CS224N: NLP with