Transformer network, Q, K, V dimensions


I think Andrew mentioned that the dimension of Q,K,V are somehow related to the dimension of the embedding (d), but what exactly are the dimensions of Q,K,V ? Moreover, what are the dimensions of head(i) and Multihead(Q,K,V)?

I think this is defined in the programming assignment notebook.