N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.011017
Cholesky: 0.001032
QR: 0.000907
1000 matrix products: 0.000995
Inverse: 0.000290
Pseudo-inverse: 0.010642

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.000620
Cholesky: 0.000150
QR: 0.000397
100 matrix products: 0.001594
Inverse: 0.001508
Pseudo-inverse: 0.004302

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.054323
Cholesky: 0.002019
QR: 0.010373
100 matrix products: 0.749204
Inverse: 0.014136
Pseudo-inverse: 0.124077

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 2.257217
Cholesky: 0.019138
QR: 0.105014
100 matrix products: 7.804274
Inverse: 0.156623
Pseudo-inverse: 2.991824

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 24.159147
Cholesky: 0.119815
QR: 0.554046
100 matrix products: 59.311257
Inverse: 0.976999
Pseudo-inverse: 29.290872

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 83.297495
Cholesky: 0.413715
QR: 1.804492
10 matrix products: 18.454463
Inverse: 3.024111
Pseudo-inverse: 95.991394

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 198.232446
Cholesky: 1.036132
QR: 3.803054
10 matrix products: 44.515650
Inverse: 6.520682
Pseudo-inverse: 226.251949