How to restrict Tensorflow's weights tensor has same row variable? means under updating,still keep same

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How to restrict Tensorflow's weights tensor has same row variable? means under updating,still keep same



I have a stupid question, but I don't know how to slove it.



I have a neural network designed by tensorflow， it has several weights matrix .



My output layer is a fully connected network, and it has a 2D weights matrix W.



assume W is a 3x3 matrix, my algorithm need W's row value are same. means under the updating procedure, W changes to W', but each row's elements changed simultaneously and keeps same value:


W= W'=
[[ x,x,x], [[ x',x',x'],
[ y,y,y], -> [ y',y',y'],
[ z,z,z]] [ z',z',z']]



means after each training step, x and y,z changes to x',y',z'. but all of 1st row's elements are x'. For 2nd and 3rd row, the rule are same.



So, how do define or set this W matrix (or 2D-tensor) in tensorflow ? thank u.









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