N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.022697
Cholesky: 0.001106
QR: 0.000900
1000 matrix products: 0.001564
Inverse: 0.002167
Pseudo-inverse: 0.009611

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.000907
Cholesky: 0.000171
QR: 0.004164
100 matrix products: 0.003136
Inverse: 0.002899
Pseudo-inverse: 0.003535

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.067121
Cholesky: 0.004144
QR: 0.012534
100 matrix products: 1.989774
Inverse: 0.036601
Pseudo-inverse: 0.200046

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 0.610950
Cholesky: 0.038779
QR: 0.141302
100 matrix products: 23.780718
Inverse: 0.387360
Pseudo-inverse: 1.933389

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 10.637424
Cholesky: 0.269871
QR: 1.055802
100 matrix products: 161.187621
Inverse: 2.986080
Pseudo-inverse: 18.583324

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 43.790824
Cholesky: 0.833976
QR: 3.551625
10 matrix products: 49.836777
Inverse: 9.012386
Pseudo-inverse: 68.485620

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 116.124939
Cholesky: 2.101198
QR: 8.136403
10 matrix products: 113.050596
Inverse: 20.879577
Pseudo-inverse: 170.261631