N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.000231
Cholesky: 0.000079
QR: 0.000080
1000 matrix products: 0.003220
Inverse: 0.000279
Pseudo-inverse: 0.000513

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.000851
Cholesky: 0.000125
QR: 0.000279
100 matrix products: 0.003821
Inverse: 0.000318
Pseudo-inverse: 0.004491

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.069504
Cholesky: 0.003181
QR: 0.011465
100 matrix products: 1.238875
Inverse: 0.023007
Pseudo-inverse: 0.160019

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 3.897947
Cholesky: 0.046616
QR: 0.174679
100 matrix products: 18.899328
Inverse: 0.380055
Pseudo-inverse: 4.895962

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 3.848129
Cholesky: 0.256835
QR: 1.042337
100 matrix products: 129.470241
Inverse: 1.992784
Pseudo-inverse: 41.227829

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 15.412139
Cholesky: 0.935812
QR: 3.455358
10 matrix products: 44.265202
Inverse: 6.440066
Pseudo-inverse: 134.572153

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 27.784186
Cholesky: 2.030178
QR: 8.594779
10 matrix products: 104.231054
Inverse: 13.265367
Pseudo-inverse: 323.101710