insurance/tvae/history.csv

,avg_role_model_loss_train,avg_role_model_std_loss_train,avg_role_model_mean_pred_loss_train,avg_role_model_g_mag_loss_train,avg_role_model_g_cos_loss_train,avg_non_role_model_g_mag_loss_train,avg_non_role_model_g_cos_loss_train,avg_non_role_model_embed_loss_train,avg_loss_train,n_size_train,n_batch_train,duration_train,duration_batch_train,duration_size_train,avg_pred_std_train,avg_role_model_loss_test,avg_role_model_std_loss_test,avg_role_model_mean_pred_loss_test,avg_role_model_g_mag_loss_test,avg_role_model_g_cos_loss_test,avg_non_role_model_g_mag_loss_test,avg_non_role_model_g_cos_loss_test,avg_non_role_model_embed_loss_test,avg_loss_test,n_size_test,n_batch_test,duration_test,duration_batch_test,duration_size_test,avg_pred_std_test
0,0.043772892344924104,0.9691945454827052,0.020741946386080963,0.0,0.0,0.0,0.0,0.0,0.043772892344924104,900,113,111.33565783500671,0.9852713082743957,0.1237062864833408,0.11609506887276616,0.007104319949220452,0.48655429802302186,0.002825021496607657,0.0,0.0,0.0,0.0,0.0,0.007104319949220452,450,57,46.08293104171753,0.808472474416097,0.10240651342603896,0.062048352895337236
1,0.005487369931975587,0.7738947147227733,0.0006779940362103653,0.0,0.0,0.0,0.0,0.0,0.005487369931975587,900,113,112.22859740257263,0.9931734283413507,0.12469844155841403,0.08416169975777116,0.006982278515998688,0.4736000236227578,0.0015233677555578614,0.0,0.0,0.0,0.0,0.0,0.006982278515998688,450,57,46.10599446296692,0.8088770958415249,0.10245776547325983,0.05901416842090456
2,0.0028347509825188254,0.3354986571064682,1.5617633661304407e-05,0.0,0.0,0.0,0.0,0.0,0.0028347509825188254,900,113,111.97222852706909,0.9909046772307,0.124413587252299,0.09286229135221348,0.0037852605881117697,0.25047095601733244,0.0007742868338338995,0.0,0.0,0.0,0.0,0.0,0.0037852605881117697,450,57,46.205010652542114,0.810614221974423,0.10267780145009359,0.07840819853325293
3,0.0019783554043776045,0.21749820665938444,1.8945457476570026e-05,0.0,0.0,0.0,0.0,0.0,0.0019783554043776045,900,113,111.77877640724182,0.9891927115685117,0.12419864045249092,0.09672643638224201,0.003601218523528789,0.548966435297753,0.0004845707171051153,0.0,0.0,0.0,0.0,0.0,0.003601218523528789,450,57,45.79237937927246,0.8033750768293414,0.10176084306504991,0.060725935640859235
4,0.0015077938184711254,0.1864952617832508,1.1623385739693803e-05,0.0,0.0,0.0,0.0,0.0,0.0015077938184711254,900,113,111.0480124950409,0.9827257742923973,0.12338668055004544,0.09504026204215742,0.002632722834694303,0.21741927998951283,0.00043822755775758303,0.0,0.0,0.0,0.0,0.0,0.002632722834694303,450,57,45.50333523750305,0.7983041269737378,0.10111852275000678,0.07700717940583433
5,0.0007533894496090296,0.0954851591936076,1.1907169007617899e-06,0.0,0.0,0.0,0.0,0.0,0.0007533894496090296,900,113,112.60472917556763,0.9965020281023684,0.1251163657506307,0.09669116178972531,0.0019194719764669167,0.1813253381316862,8.795860155298997e-05,0.0,0.0,0.0,0.0,0.0,0.0019194719764669167,450,57,47.84044623374939,0.8393060742763051,0.1063121027416653,0.07234944092322207
6,0.0008143671194233724,0.07775253331788894,2.0004750451023264e-06,0.0,0.0,0.0,0.0,0.0,0.0008143671194233724,900,113,113.22330784797668,1.0019761756458114,0.12580367538664075,0.09869995380265523,0.0025437849643316843,0.1558871896347034,0.0004921607287944122,0.0,0.0,0.0,0.0,0.0,0.0025437849643316843,450,57,45.85625100135803,0.8044956316027725,0.10190278000301785,0.07156802042951121
7,0.0006387245669288354,0.05651727137908936,2.687618409259153e-06,0.0,0.0,0.0,0.0,0.0,0.0006387245669288354,900,113,111.7732937335968,0.9891441923327151,0.12419254859288534,0.09920014948707766,0.0021676956941114947,0.39689580948561143,0.00020905914819549176,0.0,0.0,0.0,0.0,0.0,0.0021676956941114947,450,57,45.570988178253174,0.7994910206711083,0.10126886261834038,0.06560296467668786
8,0.0005393729344682975,0.09357239947843243,5.010212360393345e-07,0.0,0.0,0.0,0.0,0.0,0.0005393729344682975,900,113,112.51995134353638,0.9957517818012068,0.12502216815948486,0.09689272767493287,0.0020265914760804866,0.585885123172634,0.00028776428296029374,0.0,0.0,0.0,0.0,0.0,0.0020265914760804866,450,57,47.63360095024109,0.8356772096533525,0.10585244655609131,0.07264613465757289
9,0.00030413587897783147,0.03623591635612869,6.036034924474541e-08,0.0,0.0,0.0,0.0,0.0,0.00030413587897783147,900,113,113.07414937019348,1.0006561891167565,0.12563794374465942,0.09631216084271406,0.001967307192001802,0.5783613658454081,0.00021626046908912677,0.0,0.0,0.0,0.0,0.0,0.001967307192001802,450,57,45.948439598083496,0.8061129754049736,0.10210764355129666,0.0713601329470086
10,0.0002241133607943387,0.02460616329780395,5.1179004124437636e-08,0.0,0.0,0.0,0.0,0.0,0.0002241133607943387,900,113,111.44915223121643,0.9862756834620923,0.12383239136801825,0.09834809370536719,0.001825745276728412,0.44179768500308064,0.00015850803496538857,0.0,0.0,0.0,0.0,0.0,0.001825745276728412,450,57,45.60394787788391,0.8000692610155072,0.10134210639529757,0.06884222721942422
11,0.00033303717160985496,0.03369398813643545,2.4871881194393203e-07,0.0,0.0,0.0,0.0,0.0,0.00033303717160985496,900,113,111.49134683609009,0.9866490870450451,0.12387927426232231,0.10159270219768571,0.0023319287935414145,0.2600294268881457,0.00038547293633122223,0.0,0.0,0.0,0.0,0.0,0.0023319287935414145,450,57,45.5991792678833,0.7999856011909351,0.10133150948418511,0.07801991980522871
12,0.0002562747773643221,0.028784445838175392,2.593463381772865e-08,0.0,0.0,0.0,0.0,0.0,0.0002562747773643221,900,113,111.06798338890076,0.9829025078663783,0.12340887043211195,0.09953929795430297,0.001840519470117417,0.3625226045031678,0.00015924821697381686,0.0,0.0,0.0,0.0,0.0,0.001840519470117417,450,57,45.293455839157104,0.7946220322659141,0.10065212408701579,0.07107936053969816
13,0.0001757131654206508,0.018957749903747066,4.845866322408336e-08,0.0,0.0,0.0,0.0,0.0,0.0001757131654206508,900,113,110.83889031410217,0.9808751355230281,0.12315432257122463,0.09919166324281059,0.0019331971814648974,0.6399211409059746,0.00020584285959550467,0.0,0.0,0.0,0.0,0.0,0.0019331971814648974,450,57,45.47143840789795,0.7977445334718939,0.10104764090643989,0.07058916541363783
14,0.00021455827955732174,0.031199176489886352,2.883131269934558e-08,0.0,0.0,0.0,0.0,0.0,0.00021455827955732174,900,113,110.77680969238281,0.9803257494901134,0.12308534410264757,0.10197576969466378,0.0018430328381752285,0.4276724044195193,0.00019247611021483608,0.0,0.0,0.0,0.0,0.0,0.0018430328381752285,450,57,45.94011998176575,0.8059670172239605,0.10208915551503499,0.07040622951707949
15,0.0004361093971238006,0.05909316669737025,2.2801978405284285e-07,0.0,0.0,0.0,0.0,0.0,0.0004361093971238006,900,113,112.09613871574402,0.992001227572956,0.12455126523971558,0.1005768165882446,0.001964426144291388,0.25929170938355406,0.00015272240531687408,0.0,0.0,0.0,0.0,0.0,0.001964426144291388,450,57,45.62297987937927,0.8004031557785837,0.10138439973195394,0.06955495999570478
16,0.0001958047746868235,0.016338927822493122,4.4443133083278144e-08,0.0,0.0,0.0,0.0,0.0,0.0001958047746868235,900,113,111.31650757789612,0.9851018369725321,0.12368500841988457,0.09745020749030915,0.002082800301011755,0.7195598722440445,0.0001506238370249388,0.0,0.0,0.0,0.0,0.0,0.002082800301011755,450,57,45.92464828491211,0.8056955839458265,0.10205477396647135,0.0661866773580346
17,0.0003942243970474616,0.05046572757249398,1.0653629163880412e-07,0.0,0.0,0.0,0.0,0.0,0.0003942243970474616,900,113,112.87545800209045,0.9988978584255792,0.1254171755578783,0.09861106915086244,0.0017001370618042225,0.6304228919395235,0.0001222305167977231,0.0,0.0,0.0,0.0,0.0,0.0017001370618042225,450,57,48.029250144958496,0.8426184235957631,0.10673166698879666,0.07135208257424988