bp_vs_fa_train_log.txt

epoch 0 step 10 loss_fa 4.230015754699707 loss_bp 3.0685415267944336
epoch 0 step 20 loss_fa 3.233569860458374 loss_bp 2.9090280532836914
epoch 0 step 30 loss_fa 2.9008986949920654 loss_bp 2.2774085998535156
epoch 0 step 40 loss_fa 2.6891567707061768 loss_bp 1.7424017190933228
epoch 0 step 50 loss_fa 2.5433666706085205 loss_bp 2.027005910873413
epoch 0 step 60 loss_fa 2.30499267578125 loss_bp 1.9036246538162231
epoch 0 step 70 loss_fa 2.2855615615844727 loss_bp 1.885323166847229
epoch 0 step 80 loss_fa 1.6239707469940186 loss_bp 1.2370949983596802
epoch 0 step 90 loss_fa 1.79385507106781 loss_bp 1.118066668510437
epoch 0 step 100 loss_fa 1.8845627307891846 loss_bp 1.2527035474777222
epoch 0 step 110 loss_fa 1.2187683582305908 loss_bp 0.885221540927887
epoch 0 step 120 loss_fa 1.1060279607772827 loss_bp 0.976787805557251
epoch 0 step 130 loss_fa 1.38699471950531 loss_bp 1.2021958827972412
epoch 0 step 140 loss_fa 1.5594278573989868 loss_bp 1.1758192777633667
epoch 0 step 150 loss_fa 1.0065115690231323 loss_bp 0.86042320728302
epoch 0 step 160 loss_fa 0.7973326444625854 loss_bp 0.8452216982841492
epoch 0 step 170 loss_fa 0.7795581817626953 loss_bp 0.7832935452461243
epoch 0 step 180 loss_fa 0.9902808666229248 loss_bp 0.8761030435562134
epoch 0 step 190 loss_fa 1.0661207437515259 loss_bp 0.9661527276039124
epoch 0 step 200 loss_fa 0.9368269443511963 loss_bp 0.5204276442527771
epoch 0 step 210 loss_fa 1.0388942956924438 loss_bp 1.0142534971237183
epoch 0 step 220 loss_fa 1.1030489206314087 loss_bp 0.955443263053894
epoch 0 step 230 loss_fa 0.74309241771698 loss_bp 0.6452836990356445
epoch 0 step 240 loss_fa 0.7184919714927673 loss_bp 0.8494933843612671
epoch 0 step 250 loss_fa 0.9965634942054749 loss_bp 0.5634304881095886
epoch 0 step 260 loss_fa 0.8181707859039307 loss_bp 0.7569773197174072
epoch 0 step 270 loss_fa 0.988858163356781 loss_bp 0.7177398800849915
epoch 0 step 280 loss_fa 1.179223656654358 loss_bp 0.9429610967636108
epoch 0 step 290 loss_fa 1.0998992919921875 loss_bp 0.8867368102073669
epoch 0 step 300 loss_fa 0.7976913452148438 loss_bp 0.7323471307754517
epoch 0 step 310 loss_fa 0.9213399887084961 loss_bp 0.7181409001350403
epoch 0 step 320 loss_fa 1.0389987230300903 loss_bp 0.9142811894416809
epoch 0 step 330 loss_fa 0.6065561771392822 loss_bp 0.7420786023139954
epoch 0 step 340 loss_fa 0.7715036273002625 loss_bp 0.5812844634056091
epoch 0 step 350 loss_fa 1.203508734703064 loss_bp 0.8841961026191711
epoch 0 step 360 loss_fa 0.40705522894859314 loss_bp 0.3849504590034485
epoch 0 step 370 loss_fa 0.542921781539917 loss_bp 0.5399077534675598
epoch 0 step 380 loss_fa 0.9607445001602173 loss_bp 0.5984668731689453
epoch 0 step 390 loss_fa 0.6213064193725586 loss_bp 0.551239550113678
epoch 0 step 400 loss_fa 0.7245425581932068 loss_bp 0.6347081661224365
epoch 0 step 410 loss_fa 0.8326859474182129 loss_bp 0.7196388840675354
epoch 0 step 420 loss_fa 1.0780214071273804 loss_bp 0.8057653307914734
epoch 0 step 430 loss_fa 0.6806041598320007 loss_bp 0.5072712302207947
epoch 0 step 440 loss_fa 1.009800910949707 loss_bp 0.8422020077705383
epoch 0 step 450 loss_fa 0.8403230905532837 loss_bp 0.8296445608139038
epoch 0 step 460 loss_fa 0.6750266551971436 loss_bp 0.5427502989768982
epoch 0 step 470 loss_fa 0.5870124101638794 loss_bp 0.6063743233680725
epoch 0 step 480 loss_fa 0.6658594608306885 loss_bp 0.49392351508140564
epoch 0 step 490 loss_fa 0.5517781972885132 loss_bp 0.4469812512397766
epoch 0 step 500 loss_fa 0.5125577449798584 loss_bp 0.4996287524700165
epoch 0 step 510 loss_fa 0.7036046385765076 loss_bp 0.5173906087875366
epoch 0 step 520 loss_fa 0.7047788500785828 loss_bp 0.6787558197975159
epoch 0 step 530 loss_fa 0.6325920224189758 loss_bp 0.6307141780853271
epoch 0 step 540 loss_fa 0.7071618437767029 loss_bp 0.6214491724967957
epoch 0 step 550 loss_fa 0.5080819725990295 loss_bp 0.4886627793312073
epoch 0 step 560 loss_fa 0.48219719529151917 loss_bp 0.3367424011230469
epoch 0 step 570 loss_fa 0.8638530969619751 loss_bp 0.6775453090667725
epoch 0 step 580 loss_fa 0.7933787703514099 loss_bp 0.700332522392273
epoch 0 step 590 loss_fa 0.6563119292259216 loss_bp 0.5788394212722778
epoch 0 step 600 loss_fa 0.6039962768554688 loss_bp 0.45159491896629333
epoch 0 step 610 loss_fa 0.94379723072052 loss_bp 0.6157912611961365
epoch 0 step 620 loss_fa 0.746066153049469 loss_bp 0.6802047491073608
epoch 0 step 630 loss_fa 0.5673314332962036 loss_bp 0.6115806102752686
epoch 0 step 640 loss_fa 0.625316321849823 loss_bp 0.6417990326881409
epoch 0 step 650 loss_fa 0.6914405822753906 loss_bp 0.4992992877960205
epoch 0 step 660 loss_fa 0.36991778016090393 loss_bp 0.5424039363861084
epoch 0 step 670 loss_fa 0.7807264924049377 loss_bp 0.6964240074157715
epoch 0 step 680 loss_fa 0.4698168635368347 loss_bp 0.40710633993148804
epoch 0 step 690 loss_fa 0.41633668541908264 loss_bp 0.26489898562431335
epoch 0 step 700 loss_fa 0.6435227394104004 loss_bp 0.4948422610759735
epoch 0 step 710 loss_fa 0.35758912563323975 loss_bp 0.3060239255428314
epoch 0 step 720 loss_fa 0.6758261322975159 loss_bp 0.6137645244598389
epoch 0 step 730 loss_fa 0.8240216374397278 loss_bp 0.6097948551177979
epoch 0 step 740 loss_fa 0.5770254135131836 loss_bp 0.4418182075023651
epoch 0 step 750 loss_fa 0.6789995431900024 loss_bp 0.62703937292099
epoch 0 step 760 loss_fa 0.5537645220756531 loss_bp 0.5215627551078796
epoch 0 step 770 loss_fa 0.8981534838676453 loss_bp 0.7938922047615051
epoch 0 step 780 loss_fa 1.0448142290115356 loss_bp 0.9546521306037903
epoch 0 step 790 loss_fa 0.46872106194496155 loss_bp 0.48897871375083923
epoch 0 step 800 loss_fa 0.23022758960723877 loss_bp 0.24725335836410522
epoch 0 step 810 loss_fa 0.8564759492874146 loss_bp 0.580256462097168
epoch 0 step 820 loss_fa 0.6357291340827942 loss_bp 0.5559784770011902
epoch 0 step 830 loss_fa 0.35933762788772583 loss_bp 0.3353639841079712
epoch 0 step 840 loss_fa 0.47251832485198975 loss_bp 0.42260122299194336
epoch 0 step 850 loss_fa 0.7291904091835022 loss_bp 0.6048259139060974
epoch 0 step 860 loss_fa 0.445355623960495 loss_bp 0.26489290595054626
epoch 0 step 870 loss_fa 0.5553591847419739 loss_bp 0.5084811449050903
epoch 0 step 880 loss_fa 0.7497621178627014 loss_bp 1.1200587749481201
epoch 0 step 890 loss_fa 0.5928543210029602 loss_bp 0.40985071659088135
epoch 0 step 900 loss_fa 0.4767482578754425 loss_bp 0.4136585295200348
epoch 0 step 910 loss_fa 0.6759095191955566 loss_bp 0.5467401146888733
epoch 0 step 920 loss_fa 0.2823674976825714 loss_bp 0.31617847084999084
epoch 0 step 930 loss_fa 0.36809325218200684 loss_bp 0.40679728984832764
epoch 0 step 940 loss_fa 0.49852994084358215 loss_bp 0.3457633852958679
epoch 0 step 950 loss_fa 0.25292518734931946 loss_bp 0.2872827351093292
epoch 0 step 960 loss_fa 0.561324417591095 loss_bp 0.35725513100624084
epoch 0 step 970 loss_fa 0.5679091811180115 loss_bp 0.5726414918899536
epoch 0 step 980 loss_fa 0.6408954858779907 loss_bp 0.5474977493286133
epoch 0 step 990 loss_fa 0.7657188177108765 loss_bp 0.5564585328102112
epoch 0 step 1000 loss_fa 0.598950982093811 loss_bp 0.5337479710578918
epoch 0 step 1010 loss_fa 0.5799859166145325 loss_bp 0.46873313188552856
epoch 0 step 1020 loss_fa 0.574166476726532 loss_bp 0.4526914358139038
epoch 0 step 1030 loss_fa 0.34652358293533325 loss_bp 0.3895658254623413
epoch 0 step 1040 loss_fa 0.7408556938171387 loss_bp 0.5884037017822266
epoch 0 step 1050 loss_fa 0.5481789112091064 loss_bp 0.49068090319633484
epoch 0 step 1060 loss_fa 0.3676583468914032 loss_bp 0.3120483458042145
epoch 0 step 1070 loss_fa 0.4344524145126343 loss_bp 0.3576672673225403
epoch 0 step 1080 loss_fa 0.42158302664756775 loss_bp 0.2918964922428131
epoch 0 step 1090 loss_fa 0.6133034229278564 loss_bp 0.5679457187652588
epoch 0 step 1100 loss_fa 0.6898602247238159 loss_bp 0.6232747435569763
epoch 0 step 1110 loss_fa 0.29445329308509827 loss_bp 0.3478153645992279
epoch 0 step 1120 loss_fa 0.2641395926475525 loss_bp 0.2618338465690613
epoch 0 step 1130 loss_fa 0.5585739612579346 loss_bp 0.49679630994796753
epoch 0 step 1140 loss_fa 0.5580390095710754 loss_bp 0.36474910378456116
epoch 0 step 1150 loss_fa 0.5711316466331482 loss_bp 0.5257188677787781
epoch 0 step 1160 loss_fa 0.5215948224067688 loss_bp 0.357574462890625
epoch 0 step 1170 loss_fa 0.34580153226852417 loss_bp 0.34790098667144775
epoch 0 step 1180 loss_fa 0.27272871136665344 loss_bp 0.24894481897354126
epoch 0 step 1190 loss_fa 0.37357068061828613 loss_bp 0.320186972618103
epoch 0 step 1200 loss_fa 0.23548108339309692 loss_bp 0.2531360387802124
epoch 0 step 1210 loss_fa 0.2812674045562744 loss_bp 0.20911367237567902
epoch 0 step 1220 loss_fa 0.6006200313568115 loss_bp 0.6314327120780945
epoch 0 step 1230 loss_fa 0.6408315300941467 loss_bp 0.5289618372917175
epoch 0 step 1240 loss_fa 0.33793169260025024 loss_bp 0.2937784492969513
epoch 0 step 1250 loss_fa 0.5649904012680054 loss_bp 0.5647693872451782
epoch 0 step 1260 loss_fa 0.5080226063728333 loss_bp 0.3683300316333771
epoch 0 step 1270 loss_fa 0.5768222212791443 loss_bp 0.5058786273002625
epoch 0 step 1280 loss_fa 0.4585390090942383 loss_bp 0.4227549433708191
epoch 0 step 1290 loss_fa 0.3806264400482178 loss_bp 0.28238236904144287
epoch 0 step 1300 loss_fa 0.5238875150680542 loss_bp 0.436880886554718
epoch 0 step 1310 loss_fa 0.22922323644161224 loss_bp 0.2312743365764618
epoch 0 step 1320 loss_fa 0.6820141673088074 loss_bp 0.44176584482192993
epoch 0 step 1330 loss_fa 0.5403046607971191 loss_bp 0.3912481963634491
epoch 0 step 1340 loss_fa 0.39497047662734985 loss_bp 0.2426883429288864
epoch 0 step 1350 loss_fa 0.6729491353034973 loss_bp 0.7744264006614685
epoch 0 step 1360 loss_fa 0.3014894723892212 loss_bp 0.2927311956882477
epoch 0 step 1370 loss_fa 0.5591776371002197 loss_bp 0.5844785571098328
epoch 0 step 1380 loss_fa 0.48089733719825745 loss_bp 0.4025692641735077
epoch 0 step 1390 loss_fa 0.3683311641216278 loss_bp 0.38293153047561646
epoch 0 step 1400 loss_fa 0.5915855765342712 loss_bp 0.5352011322975159
epoch 0 step 1410 loss_fa 0.47553473711013794 loss_bp 0.3759763836860657
epoch 0 step 1420 loss_fa 0.6909472942352295 loss_bp 0.5266834497451782
epoch 0 step 1430 loss_fa 0.47435492277145386 loss_bp 0.4515175223350525
epoch 0 step 1440 loss_fa 0.6440934538841248 loss_bp 0.435953825712204
epoch 0 step 1450 loss_fa 0.3525882065296173 loss_bp 0.2907392382621765
epoch 0 step 1460 loss_fa 0.5538913011550903 loss_bp 0.6210466027259827
epoch 0 step 1470 loss_fa 0.3302617073059082 loss_bp 0.3855765759944916
epoch 0 step 1480 loss_fa 0.6711068749427795 loss_bp 0.44089362025260925
epoch 0 step 1490 loss_fa 0.4214584529399872 loss_bp 0.3752436637878418
epoch 0 step 1500 loss_fa 0.5771409273147583 loss_bp 0.4808028042316437
epoch 0 step 1510 loss_fa 0.5558103919029236 loss_bp 0.539544939994812
epoch 0 step 1520 loss_fa 0.27002888917922974 loss_bp 0.2353200614452362
epoch 0 step 1530 loss_fa 0.5499447584152222 loss_bp 0.512150764465332
epoch 0 step 1540 loss_fa 0.4610481262207031 loss_bp 0.33452731370925903
epoch 0 step 1550 loss_fa 0.3093429505825043 loss_bp 0.27396854758262634
epoch 0 step 1560 loss_fa 0.7895360589027405 loss_bp 0.6193755865097046
epoch 0 step 1570 loss_fa 0.7017240524291992 loss_bp 0.43835949897766113
epoch 0 step 1580 loss_fa 0.366048127412796 loss_bp 0.2793043851852417
epoch 0 step 1590 loss_fa 0.26891210675239563 loss_bp 0.3434520661830902
epoch 0 step 1600 loss_fa 0.4638521671295166 loss_bp 0.3515418767929077
epoch 0 step 1610 loss_fa 0.5455566048622131 loss_bp 0.35094407200813293
epoch 0 step 1620 loss_fa 0.5238403677940369 loss_bp 0.3783468008041382
epoch 0 step 1630 loss_fa 0.7782379388809204 loss_bp 0.6932181715965271
epoch 0 step 1640 loss_fa 0.2500461935997009 loss_bp 0.21508444845676422
epoch 0 step 1650 loss_fa 0.264477014541626 loss_bp 0.23077403008937836
epoch 0 step 1660 loss_fa 0.33196109533309937 loss_bp 0.32419919967651367
epoch 0 step 1670 loss_fa 0.38838860392570496 loss_bp 0.3115191161632538
epoch 0 step 1680 loss_fa 0.543128252029419 loss_bp 0.4234340190887451
epoch 0 step 1690 loss_fa 0.26687729358673096 loss_bp 0.2592158615589142
epoch 0 step 1700 loss_fa 0.5763739347457886 loss_bp 0.5562086701393127
epoch 0 step 1710 loss_fa 0.3583700656890869 loss_bp 0.2812567949295044
epoch 0 step 1720 loss_fa 0.538384199142456 loss_bp 0.44293564558029175
epoch 0 step 1730 loss_fa 0.4397192597389221 loss_bp 0.4696773588657379
epoch 0 step 1740 loss_fa 0.47272157669067383 loss_bp 0.3698905408382416
epoch 0 step 1750 loss_fa 0.6253663897514343 loss_bp 0.6281166672706604
epoch 0 step 1760 loss_fa 0.5066964030265808 loss_bp 0.4294087290763855
epoch 0 step 1770 loss_fa 0.26735198497772217 loss_bp 0.17394113540649414
epoch 0 step 1780 loss_fa 0.65240079164505 loss_bp 0.48736700415611267
epoch 0 step 1790 loss_fa 0.4220951795578003 loss_bp 0.34391942620277405
epoch 0 step 1800 loss_fa 0.7387357950210571 loss_bp 0.647747278213501
epoch 0 step 1810 loss_fa 0.4666372537612915 loss_bp 0.3276824951171875
epoch 0 step 1820 loss_fa 0.4798549711704254 loss_bp 0.5366815328598022
epoch 0 step 1830 loss_fa 0.6919836401939392 loss_bp 0.5146524906158447
epoch 0 step 1840 loss_fa 0.31400537490844727 loss_bp 0.3057308793067932
epoch 0 step 1850 loss_fa 0.2846357822418213 loss_bp 0.25210869312286377
epoch 0 step 1860 loss_fa 0.6427367329597473 loss_bp 0.4721616804599762
epoch 0 step 1870 loss_fa 0.29352614283561707 loss_bp 0.32097840309143066
epoch 1 step 10 loss_fa 0.27871042490005493 loss_bp 0.27818816900253296
epoch 1 step 20 loss_fa 0.5411127209663391 loss_bp 0.5598077774047852
epoch 1 step 30 loss_fa 0.7600523233413696 loss_bp 0.5961580276489258
epoch 1 step 40 loss_fa 0.21039003133773804 loss_bp 0.1506892740726471
epoch 1 step 50 loss_fa 0.536050021648407 loss_bp 0.4682016968727112
epoch 1 step 60 loss_fa 0.24750633537769318 loss_bp 0.20367911458015442
epoch 1 step 70 loss_fa 0.6154948472976685 loss_bp 0.6901656985282898
epoch 1 step 80 loss_fa 0.13001975417137146 loss_bp 0.19788658618927002
epoch 1 step 90 loss_fa 0.548251211643219 loss_bp 0.46895134449005127
epoch 1 step 100 loss_fa 0.36502978205680847 loss_bp 0.29985344409942627
epoch 1 step 110 loss_fa 0.3731517791748047 loss_bp 0.4477396309375763
epoch 1 step 120 loss_fa 0.3509635329246521 loss_bp 0.18049001693725586
epoch 1 step 130 loss_fa 0.49793967604637146 loss_bp 0.5592100024223328
epoch 1 step 140 loss_fa 0.46165281534194946 loss_bp 0.3425320088863373
epoch 1 step 150 loss_fa 0.4711904525756836 loss_bp 0.5249086618423462
epoch 1 step 160 loss_fa 0.17976276576519012 loss_bp 0.1360805481672287
epoch 1 step 170 loss_fa 0.350257933139801 loss_bp 0.3651760220527649
epoch 1 step 180 loss_fa 0.3056424558162689 loss_bp 0.17920273542404175
epoch 1 step 190 loss_fa 0.43298229575157166 loss_bp 0.3179692327976227
epoch 1 step 200 loss_fa 0.394829124212265 loss_bp 0.2957272529602051
epoch 1 step 210 loss_fa 0.6118167042732239 loss_bp 0.44991791248321533
epoch 1 step 220 loss_fa 0.5236513018608093 loss_bp 0.43191802501678467
epoch 1 step 230 loss_fa 0.36425259709358215 loss_bp 0.29279300570487976
epoch 1 step 240 loss_fa 0.3942410349845886 loss_bp 0.3249651789665222
epoch 1 step 250 loss_fa 0.28168758749961853 loss_bp 0.2822616398334503
epoch 1 step 260 loss_fa 0.4596562087535858 loss_bp 0.4591597020626068
epoch 1 step 270 loss_fa 0.3546152114868164 loss_bp 0.27154386043548584
epoch 1 step 280 loss_fa 0.4251345694065094 loss_bp 0.48367640376091003
epoch 1 step 290 loss_fa 0.3837808668613434 loss_bp 0.24682140350341797
epoch 1 step 300 loss_fa 0.2173665314912796 loss_bp 0.23427048325538635
epoch 1 step 310 loss_fa 0.37888088822364807 loss_bp 0.2516368329524994
epoch 1 step 320 loss_fa 0.49705663323402405 loss_bp 0.4312833547592163
epoch 1 step 330 loss_fa 0.34251970052719116 loss_bp 0.291144460439682
epoch 1 step 340 loss_fa 0.6523697972297668 loss_bp 0.708329975605011
epoch 1 step 350 loss_fa 0.5597994327545166 loss_bp 0.5099105834960938
epoch 1 step 360 loss_fa 0.6881579160690308 loss_bp 0.38161441683769226
epoch 1 step 370 loss_fa 0.5387992262840271 loss_bp 0.5361838936805725
epoch 1 step 380 loss_fa 0.37384483218193054 loss_bp 0.24072100222110748
epoch 1 step 390 loss_fa 0.2939782440662384 loss_bp 0.308638334274292
epoch 1 step 400 loss_fa 0.4800381362438202 loss_bp 0.49134719371795654
epoch 1 step 410 loss_fa 0.32648012042045593 loss_bp 0.2499178797006607
epoch 1 step 420 loss_fa 0.22206157445907593 loss_bp 0.2126927375793457
epoch 1 step 430 loss_fa 0.3863186836242676 loss_bp 0.2915970981121063
epoch 1 step 440 loss_fa 0.5307378768920898 loss_bp 0.4040660262107849
epoch 1 step 450 loss_fa 0.7025340795516968 loss_bp 0.8302237391471863
epoch 1 step 460 loss_fa 0.25599226355552673 loss_bp 0.18976114690303802
epoch 1 step 470 loss_fa 0.5122982859611511 loss_bp 0.37860262393951416
epoch 1 step 480 loss_fa 0.3569004535675049 loss_bp 0.2437031865119934
epoch 1 step 490 loss_fa 0.6774755120277405 loss_bp 0.6168200969696045
epoch 1 step 500 loss_fa 0.31114718317985535 loss_bp 0.28496789932250977
epoch 1 step 510 loss_fa 0.5131495594978333 loss_bp 0.40772104263305664
epoch 1 step 520 loss_fa 0.2567898631095886 loss_bp 0.25122955441474915
epoch 1 step 530 loss_fa 0.6007859706878662 loss_bp 0.47124165296554565
epoch 1 step 540 loss_fa 0.3793838620185852 loss_bp 0.36074286699295044
epoch 1 step 550 loss_fa 0.5404790639877319 loss_bp 0.5581728219985962
epoch 1 step 560 loss_fa 0.38988015055656433 loss_bp 0.2587603032588959
epoch 1 step 570 loss_fa 0.200208842754364 loss_bp 0.13943181931972504
epoch 1 step 580 loss_fa 0.4733489751815796 loss_bp 0.4486481845378876
epoch 1 step 590 loss_fa 0.27773571014404297 loss_bp 0.21533335745334625
epoch 1 step 600 loss_fa 0.3391839861869812 loss_bp 0.37659403681755066
epoch 1 step 610 loss_fa 0.3880842924118042 loss_bp 0.3740227222442627
epoch 1 step 620 loss_fa 0.2575978636741638 loss_bp 0.2659444212913513
epoch 1 step 630 loss_fa 0.21512310206890106 loss_bp 0.21588099002838135
epoch 1 step 640 loss_fa 0.36737897992134094 loss_bp 0.37617096304893494
epoch 1 step 650 loss_fa 0.40501102805137634 loss_bp 0.2666080892086029
epoch 1 step 660 loss_fa 0.3463038504123688 loss_bp 0.2635440230369568
epoch 1 step 670 loss_fa 0.6722111701965332 loss_bp 0.6660828590393066
epoch 1 step 680 loss_fa 0.5665025115013123 loss_bp 0.4038049578666687
epoch 1 step 690 loss_fa 0.4289988875389099 loss_bp 0.2498428374528885
epoch 1 step 700 loss_fa 0.20615416765213013 loss_bp 0.1696769893169403
epoch 1 step 710 loss_fa 0.22851699590682983 loss_bp 0.1984725296497345
epoch 1 step 720 loss_fa 0.21846404671669006 loss_bp 0.17407655715942383
epoch 1 step 730 loss_fa 0.39029985666275024 loss_bp 0.46723783016204834
epoch 1 step 740 loss_fa 0.4008931815624237 loss_bp 0.26974061131477356
epoch 1 step 750 loss_fa 0.45856478810310364 loss_bp 0.4063369035720825
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epoch 2 step 1440 loss_fa 0.30895188450813293 loss_bp 0.26994091272354126
epoch 2 step 1450 loss_fa 0.23838843405246735 loss_bp 0.09376067668199539
epoch 2 step 1460 loss_fa 0.09509745240211487 loss_bp 0.05771039426326752
epoch 2 step 1470 loss_fa 0.5028189420700073 loss_bp 0.4245049059391022
epoch 2 step 1480 loss_fa 0.29435259103775024 loss_bp 0.21269354224205017
epoch 2 step 1490 loss_fa 0.16388541460037231 loss_bp 0.157369926571846
epoch 2 step 1500 loss_fa 0.4617330729961395 loss_bp 0.38615065813064575
epoch 2 step 1510 loss_fa 0.3203108012676239 loss_bp 0.2547055780887604
epoch 2 step 1520 loss_fa 0.3631441295146942 loss_bp 0.23691748082637787