Convert 3d pandas DataFrame to Numpy ndarray

Question

I\'ve got a dataframe like

xs = pd.DataFrame({
    \'batch1\': {
        \'timestep1\': [1, 2, 3],
        \'timestep2\': [3, 2, 1]
    }
}).T