epoch,class_output_accuracy,class_output_f1_macro,class_output_loss,heatmap_output_loss,loss,val_class_output_accuracy,val_class_output_f1_macro,val_class_output_loss,val_heatmap_output_loss,val_loss
0,0.14374366402626038,0.10263040661811829,1.5079371929168701,0.6939753890037537,1.6148927211761475,0.4047197699546814,0.3137052655220032,1.0675883293151855,0.6941214799880981,1.1680506467819214
1,0.31471630930900574,0.2691497206687927,1.1182098388671875,0.6939977407455444,1.2247157096862793,0.5893805027008057,0.5330725908279419,0.5894193053245544,0.6942949891090393,0.692317545413971
2,0.4288247227668762,0.3868955671787262,0.9179750680923462,0.6939907670021057,1.023972749710083,0.6702064871788025,0.6357713341712952,0.41759756207466125,0.6941149234771729,0.511623203754425
3,0.5025328993797302,0.4677216112613678,0.7974710464477539,0.6939911246299744,0.902879536151886,0.7056047320365906,0.6799975633621216,0.3550775647163391,0.6940444111824036,0.4519053101539612
4,0.55445796251297,0.5308667421340942,0.7155073285102844,0.6939495801925659,0.8203150629997253,0.7533923387527466,0.7292107939720154,0.2948894500732422,0.6939717531204224,0.3932676315307617
5,0.606889545917511,0.5822165012359619,0.6482102870941162,0.6939128637313843,0.7523911595344543,0.7781710624694824,0.7576138377189636,0.2773418426513672,0.6940365433692932,0.3751072287559509
6,0.6370314359664917,0.6132734417915344,0.599513828754425,0.6939153671264648,0.702959418296814,0.8053097128868103,0.7846031188964844,0.23999159038066864,0.6940186619758606,0.341656357049942
7,0.6631205677986145,0.6436443328857422,0.5587725043296814,0.6938939094543457,0.6614556908607483,0.841887891292572,0.8353584408760071,0.1882815808057785,0.6939664483070374,0.28930458426475525
8,0.6818642616271973,0.6641305088996887,0.5282220840454102,0.6938463449478149,0.6300777196884155,0.8542773127555847,0.8460966944694519,0.18284250795841217,0.693946123123169,0.2741250693798065
9,0.6963019371032715,0.6877371072769165,0.5070966482162476,0.6938372850418091,0.6080803275108337,0.8536872863769531,0.8400440216064453,0.18224608898162842,0.6939561367034912,0.283223032951355
10,0.6987082362174988,0.692104697227478,0.48955097794532776,0.6938348412513733,0.5895628333091736,0.8696165084838867,0.8654702305793762,0.15870149433612823,0.693924069404602,0.25384268164634705
11,0.7218844890594482,0.7139217257499695,0.47652125358581543,0.6938090324401855,0.5754805207252502,0.8713864088058472,0.8651392459869385,0.16015757620334625,0.6939206123352051,0.25080549716949463
12,0.7302431464195251,0.7238613367080688,0.44691067934036255,0.6938028931617737,0.5447679758071899,0.8766961693763733,0.870388925075531,0.16678521037101746,0.6939007043838501,0.25752583146095276
13,0.7415146827697754,0.7332810759544373,0.440348356962204,0.6937870979309082,0.5370180606842041,0.8943952918052673,0.8913814425468445,0.13811823725700378,0.6938787698745728,0.232325941324234
14,0.7487335205078125,0.7384064793586731,0.4237375557422638,0.6937689781188965,0.5191967487335205,0.880825936794281,0.8727979063987732,0.1482590138912201,0.6939135193824768,0.23793275654315948
15,0.7622846961021423,0.7552664279937744,0.40115952491760254,0.6937656998634338,0.4953414797782898,0.8873156309127808,0.8902540802955627,0.13930785655975342,0.6938902139663696,0.23436714708805084
16,0.7602583765983582,0.7543544173240662,0.4004687964916229,0.6937641501426697,0.49319547414779663,0.8997049927711487,0.9036548733711243,0.13854698836803436,0.6939084529876709,0.22448140382766724
17,0.7915400266647339,0.7868728637695312,0.3598141670227051,0.6937333941459656,0.45109158754348755,0.9138643145561218,0.9098024964332581,0.10909580439329147,0.6938498616218567,0.19064505398273468
18,0.7892603874206543,0.7844973206520081,0.35157787799835205,0.6937463879585266,0.4411967396736145,0.9056047201156616,0.899881899356842,0.13662227988243103,0.6939340233802795,0.21436108648777008
19,0.8058510422706604,0.8021546602249146,0.33581382036209106,0.6937554478645325,0.4238118529319763,0.9115044474601746,0.9102743864059448,0.11340220272541046,0.6939548850059509,0.20287632942199707
20,0.8052178025245667,0.8036702275276184,0.3264460265636444,0.6937441825866699,0.4127849340438843,0.9014749526977539,0.8976746797561646,0.12237176299095154,0.6939324140548706,0.2004580944776535
21,0.8080040812492371,0.7987288236618042,0.3206724226474762,0.6937422752380371,0.4052863121032715,0.9091445207595825,0.8986775875091553,0.1306895762681961,0.6939278841018677,0.20789749920368195
22,0.8114234805107117,0.8103193640708923,0.32109272480010986,0.6937428712844849,0.4040275514125824,0.9185840487480164,0.9145763516426086,0.11942114681005478,0.6939314603805542,0.19313696026802063
23,0.8210486173629761,0.8152828812599182,0.29750576615333557,0.6937423944473267,0.378814160823822,0.9238938093185425,0.9166927337646484,0.09481231123209,0.6939074397087097,0.17115840315818787
24,0.8245947360992432,0.8241787552833557,0.29516467452049255,0.6937255859375,0.3746771514415741,0.9380530714988708,0.9370697140693665,0.08132664114236832,0.6939060091972351,0.16076451539993286
25,0.8256078958511353,0.8233346939086914,0.29424184560775757,0.6937252879142761,0.37197601795196533,0.9392330646514893,0.9374797940254211,0.07953694462776184,0.6938241720199585,0.15454672276973724
26,0.8301671743392944,0.8291391730308533,0.2855950593948364,0.6937350034713745,0.3616217374801636,0.9292035102844238,0.9233226180076599,0.08455387502908707,0.6939154863357544,0.15654027462005615
27,0.8370060920715332,0.835082471370697,0.2746909260749817,0.6937376856803894,0.3489902913570404,0.9427728652954102,0.9453650116920471,0.08322883397340775,0.6938451528549194,0.14865347743034363
28,0.8437183499336243,0.8414844274520874,0.2648518979549408,0.6937332153320312,0.33723315596580505,0.9392330646514893,0.9339912533760071,0.0747787356376648,0.6939184069633484,0.14747224748134613
29,0.8518236875534058,0.8509076237678528,0.25619804859161377,0.6937251091003418,0.32665467262268066,0.9351032376289368,0.9288800358772278,0.07720962911844254,0.6938780546188354,0.14309649169445038
30,0.8481509685516357,0.8442712426185608,0.24752306938171387,0.6937271952629089,0.31621018052101135,0.9410029649734497,0.9375302791595459,0.09272255748510361,0.6939236521720886,0.16133859753608704
31,0.8561297059059143,0.853621244430542,0.2513669431209564,0.6937476992607117,0.31838083267211914,0.93451327085495,0.9340759515762329,0.08980699628591537,0.6939125061035156,0.15025438368320465
32,0.8547365665435791,0.853294312953949,0.24624374508857727,0.6937283873558044,0.31165778636932373,0.9339233040809631,0.9304773211479187,0.08126271516084671,0.693904459476471,0.14699342846870422
33,0.8554964661598206,0.8505814671516418,0.2392747849225998,0.6937240958213806,0.3029712736606598,0.9356932044029236,0.9282513856887817,0.08962339162826538,0.6938338875770569,0.14552058279514313
34,0.8535967469215393,0.8501920104026794,0.2464376986026764,0.6937118172645569,0.30853909254074097,0.946312665939331,0.9425588250160217,0.06863231956958771,0.6938599348068237,0.13143333792686462
35,0.8647416234016418,0.8619701266288757,0.23051181435585022,0.6937117576599121,0.2911755442619324,0.9516224265098572,0.9500216841697693,0.06425518542528152,0.6938417553901672,0.125497967004776
36,0.8679078221321106,0.8658078908920288,0.22081764042377472,0.693719744682312,0.27978211641311646,0.9474925994873047,0.9457312822341919,0.06088630482554436,0.6938637495040894,0.11744300276041031
37,0.8647416234016418,0.8623484969139099,0.22490644454956055,0.6937156915664673,0.28243204951286316,0.9445427656173706,0.9443018436431885,0.0826774388551712,0.6938877701759338,0.13790306448936462
38,0.8689209818840027,0.8671567440032959,0.21945756673812866,0.6937108039855957,0.2756209969520569,0.9469026327133179,0.9440114498138428,0.07263518869876862,0.6938855051994324,0.12546055018901825
39,0.8703140616416931,0.8689108490943909,0.21942344307899475,0.6937046647071838,0.27435964345932007,0.9474925994873047,0.946392297744751,0.0680040493607521,0.6938121914863586,0.11747753620147705
40,0.8763931393623352,0.876632809638977,0.20654773712158203,0.6937076449394226,0.2600291669368744,0.9474925994873047,0.9498513340950012,0.07360803335905075,0.693783164024353,0.12477946281433105
41,0.8751266598701477,0.8709670901298523,0.2062561810016632,0.6936962604522705,0.25830018520355225,0.9533923268318176,0.9512452483177185,0.059295352548360825,0.693855881690979,0.11010148376226425
42,0.8737335205078125,0.873024046421051,0.2083129584789276,0.6936914324760437,0.2592538893222809,0.9545722603797913,0.9549894332885742,0.06638511270284653,0.6937642097473145,0.11487522721290588
43,0.8800658583641052,0.8792132139205933,0.1960422843694687,0.6937009692192078,0.24576826393604279,0.9598820209503174,0.9551514983177185,0.06822071969509125,0.6938312649726868,0.11889470368623734
44,0.8747466802597046,0.8733459115028381,0.2013808935880661,0.693701446056366,0.24995927512645721,0.9510324597358704,0.9468562006950378,0.0791003629565239,0.6938304305076599,0.12822292745113373
45,0.8798125386238098,0.8748794794082642,0.1976674199104309,0.6936973929405212,0.24525581300258636,0.9575220942497253,0.9574949741363525,0.07211723923683167,0.6938468217849731,0.1204180046916008
46,0.8814589381217957,0.8793395757675171,0.2006707787513733,0.6936940550804138,0.24724732339382172,0.9575220942497253,0.959149956703186,0.0620235875248909,0.6937830448150635,0.10961231589317322
47,0.8822188377380371,0.8797459006309509,0.18867215514183044,0.6936917304992676,0.23430286347866058,0.952212393283844,0.9507270455360413,0.07631680369377136,0.6937664151191711,0.11863824725151062
48,0.8831053972244263,0.8814352750778198,0.18604591488838196,0.693700909614563,0.230627179145813,0.9569321274757385,0.9531910419464111,0.061417002230882645,0.6938111782073975,0.10494467616081238
49,0.8889310956001282,0.8863674402236938,0.18141667544841766,0.6936905384063721,0.22499114274978638,0.9563421607017517,0.9531728029251099,0.058198947459459305,0.6938349604606628,0.10081920027732849
50,0.8827254176139832,0.8793836236000061,0.1844002604484558,0.693687915802002,0.2272389531135559,0.9551622271537781,0.9520801901817322,0.06799087673425674,0.6938328742980957,0.1119438111782074
51,0.8836119771003723,0.8834511637687683,0.17962244153022766,0.6936865448951721,0.22159580886363983,0.9622418880462646,0.9617927074432373,0.056225646287202835,0.6937794089317322,0.09621819108724594
52,0.8862715363502502,0.8845466375350952,0.17648975551128387,0.6936831474304199,0.21755829453468323,0.9634218215942383,0.960135281085968,0.053538721054792404,0.6937929391860962,0.09477990865707397
53,0.8908308148384094,0.8899670243263245,0.1745014786720276,0.6936856508255005,0.21461497247219086,0.9616519212722778,0.9602057933807373,0.05167482793331146,0.6938039064407349,0.09220898151397705
54,0.8920972347259521,0.8922135829925537,0.1704673171043396,0.6936851143836975,0.20975229144096375,0.9557521939277649,0.9538916349411011,0.07559087127447128,0.6937825679779053,0.1121966615319252
55,0.8886778354644775,0.888927161693573,0.1681191772222519,0.6936708092689514,0.2066202461719513,0.9598820209503174,0.9566835761070251,0.05908403545618057,0.6937938928604126,0.09839112311601639
56,0.8920972347259521,0.8924550414085388,0.16141445934772491,0.6936857104301453,0.1991799771785736,0.9646017551422119,0.9637467265129089,0.060174357146024704,0.6937814354896545,0.09488333016633987
57,0.8938702940940857,0.8918777704238892,0.15688566863536835,0.6936827898025513,0.1937713474035263,0.9592920541763306,0.9548965692520142,0.05837741121649742,0.6937912106513977,0.09428267925977707
58,0.8991894721984863,0.8994954228401184,0.15405189990997314,0.6936678290367126,0.19006304442882538,0.9592920541763306,0.9573605060577393,0.0581945925951004,0.6937436461448669,0.09504145383834839
59,0.8952634334564209,0.8957532644271851,0.15731306374073029,0.6936637759208679,0.1925705522298813,0.9557521939277649,0.9555662274360657,0.06214394047856331,0.6937349438667297,0.09598417580127716
60,0.9000759720802307,0.900934100151062,0.15515539050102234,0.6936646699905396,0.18981924653053284,0.9640117883682251,0.9612085223197937,0.054911233484745026,0.6937097311019897,0.0891331285238266
61,0.8955166935920715,0.8941624760627747,0.15107187628746033,0.6936666965484619,0.18513603508472443,0.9592920541763306,0.9581819176673889,0.0546732097864151,0.6937323808670044,0.08906097710132599
62,0.8942502737045288,0.8931202292442322,0.15161946415901184,0.6936656832695007,0.18496236205101013,0.9587020874023438,0.9579854607582092,0.058467473834753036,0.6937418580055237,0.08991396427154541
63,0.9018490314483643,0.9003221988677979,0.14449769258499146,0.6936773657798767,0.17723821103572845,0.9598820209503174,0.9594891667366028,0.06795035302639008,0.6937476396560669,0.10095531493425369