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. 2022 Apr;12(4):2397–2415. doi: 10.21037/qims-21-919

Figure 6.

Figure 6

Illustration of window based self-attention and masking self-attention mechanism. (A) for the 3D window based multi head self-attention. (B) for the efficient batch computation approach for multi head self-attention in shifted window partitioning. MSA, multi head self-attention.