N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.011447
Cholesky: 0.000232
QR: 0.000218
1000 matrix products: 0.001417
Inverse: 0.000889
Pseudo-inverse: 0.008715

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.001822
Cholesky: 0.000212
QR: 0.002031
100 matrix products: 0.001064
Inverse: 0.002206
Pseudo-inverse: 0.002851

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.054274
Cholesky: 0.002750
QR: 0.009053
100 matrix products: 0.566734
Inverse: 0.018732
Pseudo-inverse: 0.113068

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 0.458589
Cholesky: 0.013142
QR: 0.061956
100 matrix products: 6.390051
Inverse: 0.171900
Pseudo-inverse: 0.946238

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 9.614114
Cholesky: 0.069862
QR: 0.323002
100 matrix products: 35.333475
Inverse: 0.737431
Pseudo-inverse: 13.722339

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 42.928408
Cholesky: 0.213580
QR: 1.090594
10 matrix products: 12.486439
Inverse: 2.268437
Pseudo-inverse: 51.915828

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 110.200320
Cholesky: 0.466831
QR: 2.223879
10 matrix products: 26.912929
Inverse: 4.535392
Pseudo-inverse: 129.123396