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zv)8%#_WL(%`0(fF=Oxp1qmS)jjyB+sHsEbcXRt5d^kp6^*G4YB773FKfpyKlB&YSh zINBp=Y;kSY;&%pjtbrQ zxBOn^^0^x}_%*W$T`}HpMkV1u{(-9rcUAkZWp1$fA$+E7LsJp3*JYtmAz^kJc;G8v zta>6_$UXOWGFXaUJ*A1H3vk=hm4=h5ewA+yScm zAHIuU9{WS^z?ta&#;ZIUXZAGj{robwul-Qz469PD)xs7fMMt|t4Gg*y?Ps5qIdZI5 z`eygV?fLOXPjkHyu$$)lz*b<S*Jhp&!|nf%5+=jW=Q922aCp|TmnDeeFNU=nr7(4aggnrPsAyCp9i)!Kc7s# z_VY*cpFYr?XdJ>!pH}WQc=@=bkfS7;<;(t5X@duX{!aXTXAY@!8*5(&#~EKEc)mmX z@#7-kMqqwM8|K#zF}|;he->*xT85wFE!qWYZNL`kmU>yTtmAFu+uO+3d0p*#At;3= zf~xhzH=)ZXJ3r`mI`EULUL +![数值缩放](../assets/image-20240424171227926.png) Add & Norm的过程可以理解为相同位置元素相加,再做层归一化(Layer Normalization),即如果残差连接的A矩阵是3维的,多头注意力输出的B矩阵也会是3维的,而且两者一定是同Size,即A矩阵是(None, 4, 768),B矩阵肯定也是(None, 4, 768),两者同位置的如`A[i][j][k]=0.1`,`B[i][j][k]=0.2`,则相加是0.3,再去进行归一化。层归一化后面我们会详解。