Efficient way to convert a df to a dictionary with one column as keys and values which are dictionary containing two other columns

Question

I have a df

    A      B    C
0   NAME1  11   x
1   NAME2  22   y
2   NAME3  33   z

and I want to get a dictionary which has column A as keys