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Code and paper presentation do not match #14

@Ellen7ions

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@Ellen7ions

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The shape of query Q in Figure 3 is HWxC, but in the code

q = rearrange(q, 'b (head c) h w -> b head c (h w)', head=self.num_heads)
, the shape of query Q is CxHW.

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