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The Frobenius norm of a matrix is equivalent to the Euclidean $L_2$ norm applied to a flattened matrix.

For a matrix $A$, we have:

$$||A|{|}_F=\sqrt{\sum _{i,j}{\left|a_{ij}\right|}^2}$$