A vector x of length n can be viewed as a column vector, corresponding to a nx1 matrix X. If A is a mxn matrix, the matrix-times-vector product denoted by Ax is then the vector y that, viewed as a column vector, is equal to the mx1 matrix AX.
\[y = Ax\]
In this design, blocked matrix multiplication algorithm is applied.