N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.027616
Cholesky: 0.005693
QR: 0.005708
1000 matrix products: 0.002307
Inverse: 0.005685
Pseudo-inverse: 0.026783

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.005515
Cholesky: 0.000524
QR: 0.008635
100 matrix products: 0.002763
Inverse: 0.005538
Pseudo-inverse: 0.006307

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.083644
Cholesky: 0.002886
QR: 0.007753
100 matrix products: 0.434178
Inverse: 0.013980
Pseudo-inverse: 0.139398

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 0.846581
Cholesky: 0.022004
QR: 0.095686
100 matrix products: 3.681910
Inverse: 0.107416
Pseudo-inverse: 1.258216

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 11.195573
Cholesky: 0.066974
QR: 0.322164
100 matrix products: 19.147526
Inverse: 0.601212
Pseudo-inverse: 15.559868

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 43.578833
Cholesky: 0.217348
QR: 0.961846
10 matrix products: 5.967334
Inverse: 1.651457
Pseudo-inverse: 52.996635

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 107.683797
Cholesky: 0.513838
QR: 2.022088
10 matrix products: 14.072214
Inverse: 3.285279
Pseudo-inverse: 127.354682