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2022-05-17 19:32:28.221356
Namespace(data='hyperspectral', algorithm='ALS-DJSSW19', rank='8,8,4', seed=0, alpha=1.0, max_num_samples=4096, max_num_steps=5, rre_gap_tol=0.0, verbose=False)
Loading hyperspectral tensor...
Finished.
AlgorithmConfig(input_shape=(1024, 1344, 33), rank=(8, 8, 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=4096, max_num_steps=5, rre_gap_tol=0.0, verbose=False)
step: 0
loss: 8825.78408558177 rmse: 0.01394023409101707 rre: 0.4408817484653715 time: 0.7264183709999994
loss: 6266.746864703107 rmse: 0.011746662570854667 rre: 0.3715066116578601 time: 0.37380567399999975
loss: 2469.7218137590057 rmse: 0.007374242857331761 rre: 0.23322198632544627 time: 0.8372748479999998
loss: 2094.0017813713093 rmse: 0.006790190220463488 rre: 0.21475040643252158 time: 1.421461313
rre_diff: 569.2735774406539

step: 1
loss: 1610.506155058016 rmse: 0.00595490190646054 rre: 0.18833310454606209 time: 0.7326738710000011
loss: 1500.5491422235252 rmse: 0.005748023418236952 rre: 0.18179024816270606 time: 0.37733231999999894
loss: 1438.2412273450782 rmse: 0.005627419410298816 rre: 0.17797595741661593 time: 0.8379294789999996
loss: 1465.0705284085839 rmse: 0.005679664511903908 rre: 0.179628290626662 time: 1.4132911069999992
Warning: The loss function increased!
rre_diff: 0.03512211580585958

step: 2
loss: 1402.235146437006 rmse: 0.005556532278348271 rre: 0.17573404078350924 time: 0.7294786139999978
loss: 1385.1469084413059 rmse: 0.0055225713546512775 rre: 0.17465997335241226 time: 0.37848268700000176
loss: 1358.4601511649194 rmse: 0.005469112653141489 rre: 0.1729692581435829 time: 0.8410528329999991
loss: 1413.8078360873676 rmse: 0.0055794142795104465 rre: 0.17645771992798412 time: 1.4027181360000007
Warning: The loss function increased!
rre_diff: 0.003170570698677877

step: 3
loss: 1370.9140881336557 rmse: 0.005494125013041986 rre: 0.17376031322158064 time: 0.7315346590000011
loss: 1362.372088821489 rmse: 0.005476981653664815 rre: 0.1732181276164158 time: 0.3792001119999995
loss: 1345.8308549887192 rmse: 0.005443630739480461 rre: 0.17216335269208427 time: 0.9245173310000006
loss: 1425.193228724066 rmse: 0.0056018347399477255 rre: 0.17716680212376704 time: 1.416527159000001
Warning: The loss function increased!
rre_diff: -0.0007090821957829174

step: 4
loss: 1381.8087594733531 rmse: 0.005515912751811522 rre: 0.17444938460310142 time: 0.7327941849999959
loss: 1372.320455855417 rmse: 0.005496942395806621 rre: 0.17384941736655113 time: 0.38378290300000373
loss: 1351.7235120024677 rmse: 0.005455535063488934 rre: 0.17253984559377347 time: 0.8428915020000005
loss: 1393.252163799056 rmse: 0.005538705585659862 rre: 0.1751702436915447 time: 1.4781339259999982
Warning: The loss function increased!
rre_diff: 0.001996558432222323

