N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.000139
Cholesky: 0.000029
QR: 0.000026
1000 matrix products: 0.001006
Inverse: 0.000091
Pseudo-inverse: 0.002162

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.000851
Cholesky: 0.000102
QR: 0.000280
100 matrix products: 0.005364
Inverse: 0.000385
Pseudo-inverse: 0.001685

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.077594
Cholesky: 0.005074
QR: 0.015603
100 matrix products: 1.776935
Inverse: 0.031000
Pseudo-inverse: 0.191074

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 0.600032
Cholesky: 0.042917
QR: 0.168529
100 matrix products: 22.914303
Inverse: 0.382735
Pseudo-inverse: 1.815316

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 14.933595
Cholesky: 0.315976
QR: 1.297359
100 matrix products: 176.025283
Inverse: 2.723259
Pseudo-inverse: 24.059984

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 67.662650
Cholesky: 1.013105
QR: 4.327812
10 matrix products: 57.776034
Inverse: 9.142486
Pseudo-inverse: 96.188625

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 176.406962
Cholesky: 2.405155
QR: 9.923830
10 matrix products: 138.048543
Inverse: 22.059847
Pseudo-inverse: 242.432267