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2022-05-17 18:46:49.277278
Namespace(data='hyperspectral', algorithm='ALS-DJSSW19', rank='3,3,3', 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=(3, 3, 3), 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: 12908.093745699043 rmse: 0.01685871515188184 rre: 0.5331832854823338 time: 0.638402804
loss: 8777.395166130093 rmse: 0.013901966669667282 rre: 0.4396714812974171 time: 0.3021408179999998
loss: 3219.9857575128826 rmse: 0.008420160944376965 rre: 0.26630078485618197 time: 0.6203659259999998
loss: 2920.5521165921336 rmse: 0.008019104955680062 rre: 0.25361676073042216 time: 0.517191930000001
rre_diff: 62.45484391236543

step: 1
loss: 2682.2186420520866 rmse: 0.0076849404352211815 rre: 0.24304828411137178 time: 0.635088026
loss: 2493.9780599395663 rmse: 0.007410367249675695 rre: 0.23436447684281186 time: 0.3029055619999994
loss: 2486.646858931305 rmse: 0.007399467619919757 rre: 0.2340197589712863 time: 0.6192583719999991
loss: 2476.4347016172696 rmse: 0.007384257927218538 rre: 0.2335387286049415 time: 0.5168971310000003
rre_diff: 0.020078032125480677

step: 2
loss: 2350.209161932489 rmse: 0.007193606454086923 rre: 0.22750907700275433 time: 0.6364932290000009
loss: 2298.5473734373845 rmse: 0.007114102970150589 rre: 0.22499465473566152 time: 0.30990886800000084
loss: 2290.131096319495 rmse: 0.007101066656072466 rre: 0.2245823608741108 time: 0.6193346950000027
loss: 2293.9603431698597 rmse: 0.007107000897146955 rre: 0.22477004054746874 time: 0.5176512899999999
Warning: The loss function increased!
rre_diff: 0.008768688057472745

step: 3
loss: 2258.1524212364466 rmse: 0.007051313824200434 rre: 0.22300884959993642 time: 0.6341037699999994
loss: 2245.250281630203 rmse: 0.007031140837142814 rre: 0.22237084727173567 time: 0.30368122500000183
loss: 2239.606332009693 rmse: 0.007022298087026233 rre: 0.2220911814420813 time: 0.6183808960000015
loss: 2244.583404989238 rmse: 0.007030096576766971 rre: 0.22233782090091944 time: 0.5164739330000003
Warning: The loss function increased!
rre_diff: 0.0024322196465492996

step: 4
loss: 2234.8345962115773 rmse: 0.007014813196005167 rre: 0.2218544600341842 time: 0.6357613790000016
loss: 2228.6273520207524 rmse: 0.0070050646142787425 rre: 0.22154614586036606 time: 0.3013295470000017
loss: 2223.2332436478955 rmse: 0.00699658204552142 rre: 0.22127787133062798 time: 0.6182757280000004
loss: 2229.938269006785 rmse: 0.007007124561216837 rre: 0.22161129491036644 time: 0.516768153000001
Warning: The loss function increased!
rre_diff: 0.0007265259905530064

