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the $QR$ decomposition with column pivoting decomposes a matrix $A$ into the product $$AP^T = QR$$ where $P$ is a permutation matrix, $Q$ is a unitary matrix (represented as a block householder sequence), and $R$ is an upper trapezoidal matrix.