stdout.log

reading data from projectedFile
Initialised pointernumber of docs    : 702
number of terms   : 5793
Loading seeds from lda-c/ldaseeds.txt
initialized with document 1
initialized with document 2
initialized with document 3
initialized with document 4
initialized with document 5
initialized with document 6
initialized with document 7
initialized with document 8
initialized with document 9
initialized with document 10
**** em iteration 1 ****
document 0
alpha maximization : -5988148.01970   -60698.04953
alpha maximization : -2153632.98020   -60643.44428
alpha maximization : -745017.84801   -60493.58373
alpha maximization : -228887.52548   -60075.92116
alpha maximization : -41203.08348   -58871.52467
alpha maximization : 25391.51275   -55257.93289
alpha maximization : 47136.03887   -45139.04464
alpha maximization : 52662.74451   -25082.36698
alpha maximization : 53411.91187   -5824.02406
alpha maximization : 53436.85962   -249.25242
alpha maximization : 53436.90028   -0.42892
alpha maximization : 53436.90028   -0.00000
new alpha = 0.08852
**** em iteration 2 ****
document 0
alpha maximization : -6843706.49245   -69340.05431
alpha maximization : -2462912.73284   -69285.44342
alpha maximization : -853333.32036   -69135.53041
alpha maximization : -263273.60721   -68717.43003
alpha maximization : -48395.91029   -67509.27313
alpha maximization : 28189.02642   -63861.09718
alpha maximization : 53560.83322   -53447.15989
alpha maximization : 60295.56686   -31733.20354
alpha maximization : 61315.11840   -8534.66262
alpha maximization : 61358.56796   -484.12026
alpha maximization : 61358.68838   -1.44031
alpha maximization : 61358.68838   -0.00001
alpha maximization : 61358.68838   0.00000
new alpha = 0.07857
**** em iteration 3 ****
document 0
alpha maximization : -7675237.27281   -77739.35512
alpha maximization : -2763506.56893   -77684.73995
alpha maximization : -958606.69650   -77534.78712
alpha maximization : -296693.54066   -77116.35410
alpha maximization : -55385.36541   -75905.33329
alpha maximization : 30912.49003   -72230.62308
alpha maximization : 59820.33826   -61585.28093
alpha maximization : 67754.43359   -38495.66363
alpha maximization : 69063.54148   -11631.58399
alpha maximization : 69131.26498   -826.21613
alpha maximization : 69131.55008   -3.79692
alpha maximization : 69131.55009   -0.00008
alpha maximization : 69131.55009   0.00000
new alpha = 0.07087
**** em iteration 4 ****
document 0
alpha maximization : -8465355.50889   -85720.34740
alpha maximization : -3049129.97318   -85665.72895
alpha maximization : -1058637.07488   -85515.74550
alpha maximization : -328448.78249   -85097.05656
alpha maximization : -62025.84064   -83883.82843
alpha maximization : 33503.25629   -80188.55137
alpha maximization : 65778.09249   -69360.78138
alpha maximization : 74869.35976   -45137.39885
alpha maximization : 76474.27203   -14962.07012
alpha maximization : 76571.06365   -1273.04025
alpha maximization : 76571.63121   -8.28035
alpha maximization : 76571.63123   -0.00035
alpha maximization : 76571.63123   0.00000
new alpha = 0.06486
**** em iteration 5 ****
document 0
alpha maximization : -9242473.83525   -93570.02747
alpha maximization : -3330053.96507   -93515.40632
alpha maximization : -1157021.57738   -93365.39785
alpha maximization : -359681.34993   -92946.49963
alpha maximization : -68556.43461   -91731.46390
alpha maximization : 36053.47641   -88019.26869
alpha maximization : 71644.96916   -77039.39792
alpha maximization : 81887.43533   -51836.25880
alpha maximization : 83800.04296   -18574.44237
alpha maximization : 83931.20750   -1841.87428
alpha maximization : 83932.22301   -16.06816
alpha maximization : 83932.22309   -0.00121
alpha maximization : 83932.22309   -0.00000
new alpha = 0.05989
**** em iteration 6 ****
document 0
alpha maximization : -9984519.98304   -101065.44310
alpha maximization : -3598299.54606   -101010.81978
alpha maximization : -1250965.83674   -100860.79103
alpha maximization : -389504.21473   -100441.72322
alpha maximization : -74791.85060   -99225.22094
alpha maximization : 38490.08895   -95499.24952
alpha maximization : 77252.21815   -84394.15034
alpha maximization : 88603.65643   -58360.09601
alpha maximization : 90823.43985   -22308.18766
alpha maximization : 90992.74606   -2514.50877
alpha maximization : 90994.39622   -28.02515
alpha maximization : 90994.39642   -0.00343
alpha maximization : 90994.39642   -0.00000
new alpha = 0.05581
**** em iteration 7 ****
document 0
alpha maximization : -10720586.24119   -108500.45581
alpha maximization : -3864383.42111   -108445.83063
alpha maximization : -1344152.99745   -108295.78453
alpha maximization : -419086.63800   -107876.57157
alpha maximization : -80976.67770   -106658.81290
alpha maximization : 40908.20283   -102921.00354
alpha maximization : 82818.24800   -91707.29924
alpha maximization : 95277.41990   -64934.42934
alpha maximization : 97813.11175   -26262.38777
alpha maximization : 98025.28988   -3313.80264
alpha maximization : 98027.81802   -45.80409
alpha maximization : 98027.81849   -0.00858
alpha maximization : 98027.81849   -0.00000
new alpha = 0.05229
**** em iteration 8 ****
document 0
alpha maximization : -11437026.86419   -115737.22978
alpha maximization : -4123372.73089   -115682.60301
alpha maximization : -1434855.49456   -115532.54217
alpha maximization : -447880.22441   -115113.20579
alpha maximization : -86996.33655   -113894.37791
alpha maximization : 43262.72452   -110146.46815
alpha maximization : 88238.96611   -98839.36551
alpha maximization : 101782.47786   -71417.30905
alpha maximization : 104635.04623   -30330.27717
alpha maximization : 104893.63956   -4223.05487
alpha maximization : 104897.30575   -70.41050
alpha maximization : 104897.30672   -0.01912
alpha maximization : 104897.30672   -0.00000
new alpha = 0.04927
**** em iteration 9 ****
document 0
alpha maximization : -12141745.69564   -122855.60181
alpha maximization : -4378124.67262   -122800.97367
alpha maximization : -1524073.97331   -122650.90002
alpha maximization : -476202.64758   -122231.45638
alpha maximization : -92917.29849   -121011.69868
alpha maximization : 45579.42314   -117254.98561
alpha maximization : 93573.46316   -105865.92361
alpha maximization : 108188.56847   -77863.46093
alpha maximization : 111360.79829   -34524.74432
alpha maximization : 111669.40685   -5247.06190
alpha maximization : 111674.50795   -103.34359
alpha maximization : 111674.50983   -0.03901
alpha maximization : 111674.50983   -0.00000
new alpha = 0.04663
**** em iteration 10 ****
document 0
alpha maximization : -12805723.92371   -129562.45260
alpha maximization : -4618149.10847   -129507.82330
alpha maximization : -1608134.61334   -129357.73887
alpha maximization : -502887.66802   -128938.20493
alpha maximization : -98495.80438   -127717.66393
alpha maximization : 47762.72344   -123953.52055
alpha maximization : 98601.45421   -112494.87684
alpha maximization : 114230.08686   -83991.66036
alpha maximization : 117709.92653   -38637.78200
alpha maximization : 118069.46847   -6331.36754
alpha maximization : 118076.24383   -143.88942
alpha maximization : 118076.24713   -0.07205
alpha maximization : 118076.24713   -0.00000
new alpha = 0.04439
**** em iteration 11 ****
document 0
alpha maximization : -13428149.42494   -135849.57888
alpha maximization : -4843152.46162   -135794.94860
alpha maximization : -1686934.60363   -135644.85502
alpha maximization : -527902.66265   -135225.24451
alpha maximization : -103725.08024   -134004.03894
alpha maximization : 49809.79011   -130233.58140
alpha maximization : 103316.21061   -118715.51525
alpha maximization : 119897.91588   -89778.75731
alpha maximization : 123671.19384   -42624.42733
alpha maximization : 124081.70856   -7453.96201
alpha maximization : 124090.36617   -191.68806
alpha maximization : 124090.37152   -0.12244
alpha maximization : 124090.37152   -0.00000
new alpha = 0.04248
**** em iteration 12 ****
document 0
alpha maximization : -14000413.02078   -141630.01924
alpha maximization : -5050022.56296   -141575.38813
alpha maximization : -1759384.01341   -141425.28687
alpha maximization : -550901.64501   -141005.61193
alpha maximization : -108532.83525   -139783.84705
alpha maximization : 51692.17865   -136008.06811
alpha maximization : 107652.05981   -124439.71237
alpha maximization : 125112.26784   -95131.74753
alpha maximization : 129159.26475   -46393.70075
alpha maximization : 129619.29398   -8576.94656
alpha maximization : 129629.97078   -245.14820
alpha maximization : 129629.97887   -0.19277
alpha maximization : 129629.97887   -0.00000
new alpha = 0.04087
**** em iteration 13 ****
document 0
alpha maximization : -14553766.10919   -147219.44438
alpha maximization : -5250056.61939   -147164.81253
alpha maximization : -1829439.31801   -147014.70440
alpha maximization : -573140.60097   -146594.97198
alpha maximization : -113181.64681   -145372.70775
alpha maximization : 53512.60194   -141592.17234
alpha maximization : 111845.48353   -129978.70267
alpha maximization : 130156.98539   -100334.34662
alpha maximization : 134471.92683   -50126.83155
alpha maximization : 134982.15743   -9745.47771
alpha maximization : 134995.06689   -306.51553
alpha maximization : 134995.07865   -0.29085
alpha maximization : 134995.07865   -0.00000
new alpha = 0.03942
**** em iteration 14 ****
document 0
alpha maximization : -15074864.65152   -152483.06601
alpha maximization : -5438430.83576   -152428.43353
alpha maximization : -1895411.14444   -152278.31939
alpha maximization : -594083.24627   -151858.53668
alpha maximization : -117559.42588   -150635.83546
alpha maximization : 55227.10525   -146851.13320
alpha maximization : 115795.16117   -135198.01503
alpha maximization : 134909.81243   -105255.35102
alpha maximization : 139479.78630   -53716.94028
alpha maximization : 140039.30386   -10919.87416
alpha maximization : 140054.58129   -373.86094
alpha maximization : 140054.59767   -0.41898
alpha maximization : 140054.59767   -0.00000
new alpha = 0.03815
**** em iteration 15 ****
document 0
alpha maximization : -15562775.65769   -157411.46002
alpha maximization : -5614807.94176   -157356.82697
alpha maximization : -1957181.37640   -157206.70757
alpha maximization : -613692.08952   -156786.88081
alpha maximization : -121658.34971   -155563.79675
alpha maximization : 56832.56728   -151775.44070
alpha maximization : 119493.83714   -140087.45785
alpha maximization : 139361.66841   -109880.39827
alpha maximization : 144172.63596   -57140.18908
alpha maximization : 144780.00756   -12084.10897
alpha maximization : 144797.74603   -446.03689
alpha maximization : 144797.76800   -0.57921
alpha maximization : 144797.76800   -0.00000
new alpha = 0.03703
**** em iteration 16 ****
document 0
alpha maximization : -16010613.89321   -161935.07856
alpha maximization : -5776698.96389   -161880.44502
alpha maximization : -2013878.33467   -161730.32108
alpha maximization : -631690.42161   -161310.45625
alpha maximization : -125420.58885   -160087.04118
alpha maximization : 58306.28785   -156295.52345
alpha maximization : 122889.15807   -144577.29772
alpha maximization : 143449.23269   -114139.30401
alpha maximization : 148483.14976   -60332.07003
alpha maximization : 149135.84832   -13207.31700
alpha maximization : 149156.06103   -520.61551
alpha maximization : 149156.08941   -0.76883
alpha maximization : 149156.08941   -0.00000
new alpha = 0.03606
**** em iteration 17 ****
document 0
alpha maximization : -16421097.86629   -166081.38132
alpha maximization : -5925086.62797   -166026.74735
alpha maximization : -2065846.18740   -165876.61947
alpha maximization : -648187.50118   -165456.72155
alpha maximization : -128868.99219   -164233.01883
alpha maximization : 59657.17571   -160438.75161
alpha maximization : 126001.60126   -148694.16985
alpha maximization : 147196.89754   -118053.71137
alpha maximization : 152436.54799   -63297.53184
alpha maximization : 153131.93529   -14282.34896
alpha maximization : 153154.60240   -596.41524
alpha maximization : 153154.63792   -0.98584
alpha maximization : 153154.63792   -0.00000
new alpha = 0.03522
**** em iteration 18 ****
document 0
alpha maximization : -16813942.44764   -170049.50840
alpha maximization : -6067097.74986   -169994.87405
alpha maximization : -2115580.86586   -169844.74257
alpha maximization : -663975.65813   -169424.81450
alpha maximization : -132169.18790   -168200.84954
alpha maximization : 60950.08811   -164404.07428
alpha maximization : 128980.56728   -152635.40536
alpha maximization : 150784.38847   -121808.92019
alpha maximization : 156222.09819   -66169.62326
alpha maximization : 156959.33284   -15351.58598
alpha maximization : 156984.52024   -675.98410
alpha maximization : 156984.56390   -1.23926
alpha maximization : 156984.56390   -0.00000
new alpha = 0.03444
**** em iteration 19 ****
document 0
alpha maximization : -17180203.28509   -173749.11282
alpha maximization : -6199498.99635   -173694.47813
alpha maximization : -2161950.00297   -173544.34344
alpha maximization : -678695.42659   -173124.38849
alpha maximization : -135246.04153   -171900.18977
alpha maximization : 62155.57101   -168101.17754
alpha maximization : 131758.17020   -156310.98823
alpha maximization : 154129.83347   -125317.49500
alpha maximization : 159753.17454   -68876.12126
alpha maximization : 160530.27519   -16383.73625
alpha maximization : 160557.96655   -756.65243
alpha maximization : 160558.01908   -1.52227
alpha maximization : 160558.01908   -0.00001
new alpha = 0.03376
**** em iteration 20 ****
document 0
alpha maximization : -17521489.06689   -177196.44395
alpha maximization : -6322871.89936   -177141.80895
alpha maximization : -2205157.26140   -176991.67139
alpha maximization : -692411.46016   -176571.69242
alpha maximization : -138113.07193   -175347.28461
alpha maximization : 63278.90321   -171546.27056
alpha maximization : 134346.55238   -159736.79367
alpha maximization : 157247.74316   -128592.97193
alpha maximization : 163044.86341   -71422.07562
alpha maximization : 163859.83077   -17375.85251
alpha maximization : 163889.99175   -837.68816
alpha maximization : 163890.05381   -1.83240
alpha maximization : 163890.05381   -0.00001
new alpha = 0.03314
**** em iteration 21 ****
document 0
alpha maximization : -17836487.42007   -180378.24550
alpha maximization : -6436742.04351   -180323.61022
alpha maximization : -2245036.49328   -180173.47012
alpha maximization : -705071.01676   -179753.46977
alpha maximization : -140759.25823   -178528.87603
alpha maximization : 64315.75169   -174726.08109
alpha maximization : 136735.71232   -162899.42197
alpha maximization : 160125.97343   -131621.16272
alpha maximization : 166084.14714   -73791.74939
alpha maximization : 166934.66502   -18317.29464
alpha maximization : 166967.22400   -917.69153
alpha maximization : 166967.29605   -2.16345
alpha maximization : 166967.29605   -0.00001
alpha maximization : 166967.29605   0.00000
new alpha = 0.03259
**** em iteration 22 ****
document 0
alpha maximization : -18144776.00618   -183492.27162
alpha maximization : -6548186.64409   -183437.63609
alpha maximization : -2284066.25820   -183287.49357
alpha maximization : -717460.90928   -182867.47303
alpha maximization : -143349.06767   -181642.70353
alpha maximization : 65330.55005   -177838.22444
alpha maximization : 139074.11047   -165995.29609
alpha maximization : 162943.31565   -134589.29157
alpha maximization : 169059.70012   -76128.75398
alpha maximization : 169945.55642   -19262.39473
alpha maximization : 169980.57403   -1000.99324
alpha maximization : 169980.65704   -2.53386
alpha maximization : 169980.65705   -0.00002
alpha maximization : 169980.65705   -0.00000
new alpha = 0.03207
**** em iteration 23 ****
document 0
alpha maximization : -18438442.21891   -186458.59700
alpha maximization : -6654345.33819   -186403.96123
alpha maximization : -2321244.80931   -186253.81650
alpha maximization : -729263.13635   -185833.77734
alpha maximization : -145816.03116   -184608.84585
alpha maximization : 66297.24697   -180802.81393
alpha maximization : 141301.70998   -168944.86756
alpha maximization : 165627.39842   -137420.55106
alpha maximization : 171895.00957   -78370.77794
alpha maximization : 172815.01854   -20184.28629
alpha maximization : 172852.48216   -1085.08418
alpha maximization : 172852.57682   -2.93391
alpha maximization : 172852.57682   -0.00002
alpha maximization : 172852.57682   0.00000
new alpha = 0.03159
**** em iteration 24 ****
document 0
alpha maximization : -18726459.44256   -189367.86188
alpha maximization : -6758461.95410   -189313.22589
alpha maximization : -2357708.18970   -189163.07905
alpha maximization : -740838.33206   -188743.02220
alpha maximization : -148235.53158   -187517.93674
alpha maximization : 67245.37666   -183710.42835
alpha maximization : 143486.56172   -171838.18685
alpha maximization : 168260.18444   -140200.90342
alpha maximization : 174676.58780   -80584.25368
alpha maximization : 175630.54723   -21108.74805
alpha maximization : 175670.50937   -1172.17519
alpha maximization : 175670.61669   -3.37541
alpha maximization : 175670.61669   -0.00003
alpha maximization : 175670.61669   0.00000
new alpha = 0.03113
**** em iteration 25 ****
document 0
alpha maximization : -19000085.50340   -192131.76149
alpha maximization : -6857376.24493   -192077.12528
alpha maximization : -2392349.62815   -191926.97650
alpha maximization : -751835.15542   -191506.90334
alpha maximization : -150534.13116   -190281.67590
alpha maximization : 68146.15653   -186472.80556
alpha maximization : 145562.33436   -174587.36432
alpha maximization : 170761.71371   -142845.46628
alpha maximization : 177319.89468   -82700.11661
alpha maximization : 178306.51667   -22005.47622
alpha maximization : 178348.94469   -1259.25893
alpha maximization : 178349.06523   -3.84405
alpha maximization : 178349.06523   -0.00004
alpha maximization : 178349.06523   0.00000
new alpha = 0.03071
**** em iteration 26 ****
document 0
alpha maximization : -19252387.60019   -194680.26752
alpha maximization : -6948582.04185   -194625.63112
alpha maximization : -2424291.42259   -194475.48059
alpha maximization : -761974.98294   -194055.39280
alpha maximization : -152653.59243   -192830.03800
alpha maximization : 68976.75815   -189019.94558
alpha maximization : 147476.41430   -177122.64911
alpha maximization : 173068.53993   -145286.54309
alpha maximization : 179757.80024   -84661.99410
alpha maximization : 180774.88509   -22848.11985
alpha maximization : 180819.66707   -1343.39495
alpha maximization : 180819.80091   -4.32224
alpha maximization : 180819.80092   -0.00004
alpha maximization : 180819.80092   0.00000
new alpha = 0.03033
**** em iteration 27 ****
document 0
alpha maximization : -19489503.17335   -197075.37432
alpha maximization : -7034297.99528   -197020.73775
alpha maximization : -2454310.58161   -196870.58562
alpha maximization : -771504.47410   -196450.48443
alpha maximization : -154645.47439   -195225.01291
alpha maximization : 69757.38154   -191413.80034
alpha maximization : 149275.34488   -179505.62818
alpha maximization : 175236.71940   -147582.89008
alpha maximization : 182049.46632   -86515.07734
alpha maximization : 183095.47720   -23653.74421
alpha maximization : 183142.54211   -1425.89476
alpha maximization : 183142.68949   -4.81502
alpha maximization : 183142.68949   -0.00005
alpha maximization : 183142.68949   0.00000
new alpha = 0.02998
**** em iteration 28 ****
document 0
alpha maximization : -19717566.83730   -199379.04769
alpha maximization : -7116741.73405   -199324.41096
alpha maximization : -2483183.75598   -199174.25733
alpha maximization : -780670.17461   -198754.14355
alpha maximization : -156561.31160   -197528.56241
alpha maximization : 70508.21972   -193716.29743
alpha maximization : 151005.65631   -181797.89949
alpha maximization : 177322.30973   -149793.52423
alpha maximization : 184254.09302   -88305.71364
alpha maximization : 185328.19225   -24441.03839
alpha maximization : 185377.51794   -1508.43899
alpha maximization : 185377.67934   -5.33143
alpha maximization : 185377.67934   -0.00007
alpha maximization : 185377.67934   -0.00000
new alpha = 0.02965
**** em iteration 29 ****
document 0
alpha maximization : -19933561.58721   -201560.81284
alpha maximization : -7194822.62780   -201506.17597
alpha maximization : -2510528.98878   -201356.02094
alpha maximization : -789350.83364   -200935.89550
alpha maximization : -158375.76060   -199710.21284
alpha maximization : 71219.33749   -195896.97300
alpha maximization : 152644.44953   -183969.09572
alpha maximization : 179297.69124   -151888.88466
alpha maximization : 186342.44373   -90008.92157
alpha maximization : 187443.38193   -25197.81526
alpha maximization : 187494.90784   -1589.55318
alpha maximization : 187495.08346   -5.86136
alpha maximization : 187495.08346   -0.00008
alpha maximization : 187495.08346   -0.00000
new alpha = 0.02935
**** em iteration 30 ****
document 0
alpha maximization : -20136149.43336   -203607.15472
alpha maximization : -7268057.00075   -203552.51771
alpha maximization : -2536176.88876   -203402.36141
alpha maximization : -797492.67868   -202982.22526
alpha maximization : -160077.58250   -201756.44935
alpha maximization : 71886.32715   -197942.31384
alpha maximization : 154181.56333   -186005.72159
alpha maximization : 181150.59587   -153855.65540
alpha maximization : 188301.50548   -91612.75386
alpha maximization : 189427.82302   -25917.39877
alpha maximization : 189481.46506   -1668.27210
alpha maximization : 189481.65489   -6.39668
alpha maximization : 189481.65489   -0.00009
alpha maximization : 189481.65489   0.00000
new alpha = 0.02907
phi Dims = 702 x 5793 x 10
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