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N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.032499
Cholesky: 0.004870
QR: 0.002122
1000 matrix products: 0.002175
Inverse: 0.005769
Pseudo-inverse: 0.014016

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.006844
Cholesky: 0.000463
QR: 0.010485
100 matrix products: 0.001496
Inverse: 0.010834
Pseudo-inverse: 0.007169

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.058823
Cholesky: 0.005785
QR: 0.011553
100 matrix products: 0.800407
Inverse: 0.021288
Pseudo-inverse: 0.125731

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 0.583267
Cholesky: 0.016080
QR: 0.084911
100 matrix products: 8.225527
Inverse: 0.198667
Pseudo-inverse: 1.500927

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 12.032553
Cholesky: 0.109168
QR: 0.594310
100 matrix products: 58.355853
Inverse: 1.036939
Pseudo-inverse: 16.041908

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 50.623627
Cholesky: 0.319766
QR: 1.683411
10 matrix products: 19.572219
Inverse: 3.002002
Pseudo-inverse: 59.488896

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 123.003595
Cholesky: 0.706434
QR: 3.496059
10 matrix products: 44.502006
Inverse: 6.511843
Pseudo-inverse: 144.840927