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2022-05-17 17:27:39.363529
Namespace(data='coil', algorithm='ALS-DJSSW19', rank='8,4,4,1', seed=0, alpha=1.0, max_num_samples=16384, max_num_steps=5, rre_gap_tol=0.0, verbose=False)
Loading COIL-100 tensor...
Finished.
AlgorithmConfig(input_shape=(7200, 128, 128, 3), rank=(8, 4, 4, 1), l2_regularization_strength=0.0, algorithm='ALS-DJSSW19', random_seed=0, epsilon=0.1, delta=0.01, downsampling_ratio=1.0, max_num_samples=16384, max_num_steps=5, rre_gap_tol=0.0, verbose=False)
step: 0
loss: 20492768.86227649 rmse: 0.24063759341784957 rre: 0.6948820616976109 time: 0.9525599109999998
loss: 16379200.085207704 rmse: 0.21513422128757734 rre: 0.6212367282548339 time: 1.5800407640000014
loss: 10616411.922113951 rmse: 0.17320165410645594 rre: 0.5001492941543153 time: 5.344624903
loss: 9825386.674586333 rmse: 0.16662416276081574 rre: 0.48115566692367656 time: 2.3880335789999982
loss: 8714331.601072535 rmse: 0.15692068515621826 rre: 0.45313522162354863 time: 0.9608203510000024
rre_diff: 18.08664288007887

step: 1
loss: 7874229.315315659 rmse: 0.14916508636788936 rre: 0.4307396083729811 time: 0.9411469630000013
loss: 7740748.4763781885 rmse: 0.14789538857091286 rre: 0.4270731395957443 time: 1.552671637000003
loss: 7690211.096478409 rmse: 0.1474118122856666 rre: 0.42567673065852346 time: 5.305426056000002
loss: 7689218.310351901 rmse: 0.1474022967389613 rre: 0.42564925289572314 time: 2.3794463010000015
loss: 7625836.005141018 rmse: 0.1467935202851803 rre: 0.4238913071345979 time: 0.9604779600000057
rre_diff: 0.02924391448895075

step: 2
loss: 7502157.807922767 rmse: 0.1455982826419125 rre: 0.4204398547410796 time: 0.9401943419999981
loss: 7456333.791510199 rmse: 0.1451529362713463 rre: 0.4191538411978372 time: 1.601688031000009
loss: 7449945.973482889 rmse: 0.14509074691403806 rre: 0.4189742588299778 time: 5.3413183290000035
loss: 7449945.24660036 rmse: 0.14509073983587054 rre: 0.4189742383905627 time: 2.3869161010000113
loss: 7431741.649878037 rmse: 0.14491337016408107 rre: 0.41846205323501356 time: 1.0080223980000085
rre_diff: 0.005429253899584319

step: 3
loss: 7350401.252368504 rmse: 0.14411814998313197 rre: 0.4161657194369859 time: 0.9407102629999997
loss: 7342099.249867014 rmse: 0.14403673896669317 rre: 0.4159306312525322 time: 1.5459527820000005
loss: 7337295.06984964 rmse: 0.14398960723823662 rre: 0.41579453035418096 time: 5.307512103999997
loss: 7337287.736180493 rmse: 0.1439895352789932 rre: 0.41579432255960186 time: 2.3770014809999935
loss: 7365039.222706085 rmse: 0.1442615807895833 rre: 0.41657990033483405 time: 0.9582751060000021
Warning: The loss function increased!
rre_diff: 0.0018821529001795123

step: 4
loss: 7320311.866196612 rmse: 0.14382286857644502 rre: 0.41531304405179237 time: 0.9406638930000071
loss: 7318265.699500318 rmse: 0.14380276655506213 rre: 0.41525499603915883 time: 1.5449926560000051
loss: 7315621.274016256 rmse: 0.14377678293577653 rre: 0.41517996391020884 time: 5.317856205999988
loss: 7315620.957522183 rmse: 0.14377677982568524 rre: 0.4151799549292901 time: 2.384581716000014
loss: 7349321.526580886 rmse: 0.14410756458836715 rre: 0.41613515230558473 time: 0.9815857239999843
Warning: The loss function increased!
rre_diff: 0.00044474802924932

