question about cross attention

[FORRYKIM]

The data undergoes self-attention, and then proceeds to cross-attention through layer normalization. Why is it that in the code, the encoder_hidden_states for cross-attention are the embeddings of text and images, rather than the output from the previous self-attention layer?