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2022-05-16 23:49:15.732043
Namespace(ndim=2, rows=8192, cols=4, alg=5, seed=0, l2_regularization=0.001, epsilon=0.1, delta=0.01, alpha=1e-05, samples=0)
leverage_scores: [3.9999999996618536, 3.999999998562339]
num_columns: 16
num_samples: 79
samples: 0 79 [ 161  229  239  349  540  567  649  774  875 1008 1137 1280 1297 1444
 1754 1894 2124 2205 2242 2249 2252 2418 2446 2447 2620 2632 2654 2858
 2880 3028 3030 3039 3476 3594 3686 3787 3975 4125 4131 4202 4239 4265
 4367 4563 4626 4666 4677 4705 4739 4926 5096 5115 5240 5278 5455 5550
 6116 6162 6194 6280 6411 6417 6438 6578 6739 6859 6975 7095 7129 7519
 7608 7616 7673 7700 7728 7870 7921 7949 8150]
samples: 1 79 [ 124  147  219  230  248  334  451  939 1086 1216 1225 1261 1446 1506
 1535 1572 1678 1839 1867 1870 1908 1917 2126 2278 2352 2400 2753 2854
 3103 3381 3475 3475 3688 3754 4056 4118 4251 4347 4520 4548 4685 4825
 4877 4917 5045 5073 5153 5237 5548 5667 5781 5832 5871 5893 6011 6166
 6181 6301 6464 6554 6629 6690 6737 6739 6763 6785 6865 6928 7091 7152
 7214 7306 7308 7416 7577 7635 7888 8030 8176]
sampled_K: (79, 16)
rescaling_coefficients: (79,)
SK: (79, 16)
Sb: (79,)
KtStSb: (16, 1)
time: 0.04796091199999997
loss: 36.3453278988773
