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Let the input dimensions of the data to a layer in a neural network be where is the dimension of the data and is the

Let the input dimensions of the data to a layer in a neural network be where is the dimension of the data and is the number of samples. Let the weight matrix be of dimensions . Let the batchnorm parameters of the layer be and , where is the mean and is the variance. Estimate the dimensions of the parameter if batchnorm is applied after the data passes through the layer

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