###################################
2022-05-16 23:49:14.651864
Namespace(ndim=2, rows=8192, cols=4, alg=4, seed=2, l2_regularization=0.001, epsilon=0.1, delta=0.01, alpha=1e-05, samples=0)
leverage_scores: [4.000000001562129, 3.9999999915466637]
num_columns: 16
num_samples: 79
samples: 0 79 [  63  123  238  375  493  524  552  620  701  725  764  792 1202 1307
 1312 1549 1608 1630 1757 1790 1815 1859 1878 1950 2029 2034 2198 2207
 2456 2457 2561 2573 2690 2700 2847 2975 3104 3315 3424 3449 3642 3790
 3792 3848 3871 3896 3984 4105 4120 4201 4264 4298 4309 4320 4343 4412
 4798 5268 5343 5345 5353 5435 5507 5561 5647 5692 5714 5835 6351 6430
 6490 6698 6803 6897 6979 7040 7283 7807 8186]
samples: 1 79 [  26  163  390  398  578  592  672  679  876 1650 1847 2017 2048 2198
 2275 2542 2792 2827 2902 3169 3367 3644 3789 4001 4026 4043 4050 4413
 4420 4518 4533 4576 4764 4880 4880 4903 4932 4978 5022 5077 5158 5164
 5174 5270 5341 5520 5608 5792 5876 5888 6049 6183 6207 6216 6272 6277
 6326 6385 6401 6441 6492 6549 6570 6578 6727 6773 6804 6836 6838 6884
 7002 7218 7270 7558 7902 7997 8003 8018 8142]
sampled_K: (79, 16)
rescaling_coefficients: (79,)
SK: (79, 16)
Sb: (79,)
normal matrix: (16, 16)
x: (16,)
time: 0.03862744600000001
loss: 35.215459536231485
