###################################
2022-05-17 21:34:42.462748
Namespace(data='hyperspectral', algorithm='ALS-DJSSW19', rank='4,4,4', seed=0, alpha=1.0, max_num_samples=1024, max_num_steps=5, rre_gap_tol=0.0, verbose=False)
Loading hyperspectral tensor...
Finished.
AlgorithmConfig(input_shape=(1024, 1344, 33), rank=(4, 4, 4), l2_regularization_strength=0.0, algorithm='ALS-DJSSW19', random_seed=0, epsilon=0.1, delta=0.01, downsampling_ratio=1.0, max_num_samples=1024, max_num_steps=5, rre_gap_tol=0.0, verbose=False)
step: 0
loss: 10636.907299201828 rmse: 0.015303864245052822 rre: 0.48400868899205834 time: 0.7113096409999997
loss: 6834.27111765115 rmse: 0.012267032590308103 rre: 0.38796412897985594 time: 0.3582879769999998
loss: 3012.424370558911 rmse: 0.008144257445983285 rre: 0.2575749043591032 time: 0.6613433560000006
loss: 2858.3166835052643 rmse: 0.007933203402791317 rre: 0.25089998950648096 time: 0.5108444460000001
rre_diff: 128.88264166440237

step: 1
loss: 2479.0064736155405 rmse: 0.007388091200084563 rre: 0.2336599618663404 time: 0.6774529290000011
loss: 2329.77497424888 rmse: 0.007162265324724664 rre: 0.22651786467289708 time: 0.3527758839999997
loss: 2256.206851153458 rmse: 0.00704827554801509 rre: 0.22291275935438032 time: 0.6606881970000007
loss: 2281.1344034964122 rmse: 0.00708710479541458 rre: 0.2241407951515778 time: 0.5069672460000003
Warning: The loss function increased!
rre_diff: 0.02675919435490315

step: 2
loss: 2168.455823644748 rmse: 0.006909851386413161 rre: 0.2185348783232262 time: 0.6711668809999995
loss: 2124.293655380757 rmse: 0.006839127391983835 rre: 0.2162981211698762 time: 0.3474460530000023
loss: 2077.821189412701 rmse: 0.006763905055517822 rre: 0.21391909690039446 time: 0.6545731520000011
loss: 2172.9408821408256 rmse: 0.0069169935838737035 rre: 0.21876076151024657 time: 0.5049601070000023
Warning: The loss function increased!
rre_diff: 0.005380033641331244

step: 3
loss: 2095.2425064463323 rmse: 0.006792201563473929 rre: 0.21481401830714417 time: 0.6735981710000019
loss: 2055.5381125742742 rmse: 0.006727538382168482 rre: 0.21276894386656142 time: 0.349792469999997
loss: 2010.4498612554735 rmse: 0.006653344953276259 rre: 0.21042246041147206 time: 0.6529188189999999
loss: 2149.540709067459 rmse: 0.006879648580419488 rre: 0.2175796672537341 time: 0.5046091629999978
Warning: The loss function increased!
rre_diff: 0.0011810942565124716

step: 4
loss: 2055.108859459574 rmse: 0.006726835897605714 rre: 0.2127467266914207 time: 0.6698982880000024
loss: 2021.9464358487166 rmse: 0.006672341108893734 rre: 0.21102324360119978 time: 0.34622008699999895
loss: 1988.6672206307462 rmse: 0.006617203259901166 rre: 0.20927942272188416 time: 0.6670524329999985
loss: 2068.549989793564 rmse: 0.006748797975330687 rre: 0.21344131181560866 time: 0.5062339919999985
Warning: The loss function increased!
rre_diff: 0.004138355438125435

