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N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.021088
Cholesky: 0.002695
QR: 0.002149
1000 matrix products: 0.002262
Inverse: 0.005533
Pseudo-inverse: 0.011910

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.001292
Cholesky: 0.000214
QR: 0.007542
100 matrix products: 0.004657
Inverse: 0.004528
Pseudo-inverse: 0.004828

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.081548
Cholesky: 0.005297
QR: 0.019074
100 matrix products: 2.716141
Inverse: 0.042124
Pseudo-inverse: 0.234134

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 0.897213
Cholesky: 0.051892
QR: 0.205365
100 matrix products: 33.602025
Inverse: 0.496608
Pseudo-inverse: 2.584702

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 12.116814
Cholesky: 0.370452
QR: 1.516014
100 matrix products: 237.025338
Inverse: 3.714641
Pseudo-inverse: 23.590270

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 48.864304
Cholesky: 1.226992
QR: 5.193004
10 matrix products: 76.229867
Inverse: 12.601857
Pseudo-inverse: 84.083295

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 123.072803
Cholesky: 2.821794
QR: 11.798281
10 matrix products: 174.958960
Inverse: 30.402154
Pseudo-inverse: 204.227361