Comparing matrix decomposition times of various methods on a 1000x1000 matrix

Visualization of the matrix decomposition times for a 1000x1000 matrix
Cholesky decomposition 
0.0958659648895 seconds

LU decomposition
0.212814092636 seconds

QR decomposition
0.859581947327 seconds

SVD decomposition
3.78241491318 seconds