Frobenius Norm

$\Vert \mathbf{A}{\Vert }_F=\sqrt{\sum _{i=1}^m\sum _{j=1}^n{A}_{ij}^2}=\sqrt{\text{tr}({\mathbf{A}}^{\top }\mathbf{A})}$