3700X MKL_DEBUG_CPU_TYPE=5

N = 10: SVD Chol QR 1000 mult Inv Pinv

TIME IN SECONDS (SIZE: 10):
SVD: 0.010724
Cholesky: 0.000121
QR: 0.000102
1000 matrix products: 0.000978
Inverse: 0.000235
Pseudo-inverse: 0.008301

N = 100: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 100):
SVD: 0.000877
Cholesky: 0.000169
QR: 0.000522
100 matrix products: 0.001680
Inverse: 0.000857
Pseudo-inverse: 0.002390

N = 1000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 1000):
SVD: 0.060995
Cholesky: 0.003005
QR: 0.011288
100 matrix products: 1.066179
Inverse: 0.018733
Pseudo-inverse: 0.119604

N = 2500: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 2500):
SVD: 1.087149
Cholesky: 0.024145
QR: 0.118023
100 matrix products: 10.184225
Inverse: 0.205022
Pseudo-inverse: 1.965869

N = 5000: SVD Chol QR 100 mult Inv Pinv

TIME IN SECONDS (SIZE: 5000):
SVD: 16.746239
Cholesky: 0.144962
QR: 0.706574
100 matrix products: 75.779566
Inverse: 1.104906
Pseudo-inverse: 21.868087

N = 7500: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 7500):
SVD: 62.725632
Cholesky: 0.450912
QR: 2.398424
10 matrix products: 24.944887
Inverse: 3.689221
Pseudo-inverse: 77.282525

N = 10000: SVD Chol QR 10 mult Inv Pinv

TIME IN SECONDS (SIZE: 10000):
SVD: 154.696668
Cholesky: 1.019742
QR: 4.979117
10 matrix products: 59.793343
Inverse: 8.403795
Pseudo-inverse: 186.965758