Change the dimension of data set from (32,32,3,10000) to (10000,32,32,3) for training the CNN

Question

I have got a training data set with dimensions (32, 32, 3, 10000) testing dataset with dimensions (32, 32, 3, 1000). I am trying to build a cnn model to predict the image. I