fitting two branch cnn 1d with 3d data

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Im trying to createa two branch cnn1D with tables of this shape

x_train=  (356722, 8, 4)
x_test=   (290726, 8, 4)
x_valid=   (167419, 8, 4)
y_train=  (356722,


                      
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