,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
0,0.25079594189301135,172.3493912117849,0.0756463885481935,0.0,0.0,0.0,0.0,0.0,0.25079594189301135,320,80,100.33574557304382,1.2541968196630477,0.31354920491576194,0.0283103398049775,0.15434771333821118,0.8378194279823219,0.03735067891972328,0.0,0.0,0.0,0.0,0.0,0.15434771333821118,80,20,19.603960514068604,0.9801980257034302,0.24504950642585754,0.15204731123521925
1,0.03561886841698651,0.3229346345896033,0.003486672353001108,0.0,0.0,0.0,0.0,0.0,0.03561886841698651,320,80,99.75122737884521,1.2468903422355653,0.3117225855588913,0.2135042036534287,0.007464131528354301,14.743032303131127,0.0003255664299921697,0.0,0.0,0.0,0.0,0.0,0.007464131528354301,80,20,19.27774691581726,0.963887345790863,0.24097183644771575,0.033036651482689194
2,0.008308970414873329,2.2638450761613056,0.0002922931804504517,0.0,0.0,0.0,0.0,0.0,0.008308970414873329,320,80,99.78807187080383,1.2473508983850479,0.31183772459626197,0.19011376096532331,0.008792089688631677,7.008411024302973,0.00045460039846188566,0.0,0.0,0.0,0.0,0.0,0.008792089688631677,80,20,19.60298991203308,0.9801494956016541,0.24503737390041352,0.05645044087141286
3,0.008624525008644923,0.4896122309531961,0.00020031151738803265,0.0,0.0,0.0,0.0,0.0,0.008624525008644923,320,80,99.84555792808533,1.2480694741010665,0.3120173685252666,0.20240991505852435,0.007710156342363916,3.4492962674491308,0.00016955623478978054,0.0,0.0,0.0,0.0,0.0,0.007710156342363916,80,20,19.69949173927307,0.9849745869636536,0.2462436467409134,0.057611686212476344
4,0.005540997025855176,0.2870428302302061,0.00010962202765298911,0.0,0.0,0.0,0.0,0.0,0.005540997025855176,320,80,99.68231582641602,1.2460289478302002,0.31150723695755006,0.20185390445403756,0.007617261353880167,0.8548410554893053,0.00021040458378775994,0.0,0.0,0.0,0.0,0.0,0.007617261353880167,80,20,19.60577392578125,0.9802886962890625,0.24507217407226561,0.06373736902605742
5,0.004228771507609963,0.8442374373333109,7.225186645620774e-05,0.0,0.0,0.0,0.0,0.0,0.004228771507609963,320,80,99.56437826156616,1.244554728269577,0.31113868206739426,0.19006720920442605,0.007288631894334685,1.333325219784001,0.00021377515046261815,0.0,0.0,0.0,0.0,0.0,0.007288631894334685,80,20,19.61089253425598,0.9805446267127991,0.24513615667819977,0.05554712610319257
6,0.004288671186168358,0.7424422502960226,7.162387234466161e-05,0.0,0.0,0.0,0.0,0.0,0.004288671186168358,320,80,99.62058591842651,1.2452573239803315,0.3113143309950829,0.19745058890111977,0.006442523133591749,0.5144731080438725,0.00011468025654934877,0.0,0.0,0.0,0.0,0.0,0.006442523133591749,80,20,19.81056571006775,0.9905282855033875,0.24763207137584686,0.06324401344172656
7,0.003485065951008437,0.5401337196294321,3.538603915114859e-05,0.0,0.0,0.0,0.0,0.0,0.003485065951008437,320,80,99.80776119232178,1.2475970149040223,0.3118992537260056,0.18830189779400824,0.009077594889095052,0.3387085039643353,0.0002953080845562894,0.0,0.0,0.0,0.0,0.0,0.009077594889095052,80,20,19.67119312286377,0.9835596561431885,0.24588991403579713,0.07019970323890448
8,0.0029438145053859444,0.8214074499624902,2.2453812508680688e-05,0.0,0.0,0.0,0.0,0.0,0.0029438145053859444,320,80,99.6238522529602,1.2452981531620027,0.31132453829050066,0.19482076268177478,0.007072782384057064,0.48727775096755294,0.00015469519749622407,0.0,0.0,0.0,0.0,0.0,0.007072782384057064,80,20,19.500911951065063,0.9750455975532532,0.2437613993883133,0.06650436315685511
9,0.002503083477677137,0.7746123696918176,1.2513642564668465e-05,0.0,0.0,0.0,0.0,0.0,0.002503083477677137,320,80,99.6650288105011,1.2458128601312637,0.3114532150328159,0.18602521782158873,0.007042999230907299,0.4210409534451173,0.00016206004065456026,0.0,0.0,0.0,0.0,0.0,0.007042999230907299,80,20,19.607900619506836,0.9803950309753418,0.24509875774383544,0.06358127733692527
10,0.0019445733821157774,0.45887769680392837,2.8811827562555402e-05,0.0,0.0,0.0,0.0,0.0,0.0019445733821157774,320,80,99.54072690010071,1.2442590862512588,0.3110647715628147,0.17861799619859084,0.007491035046405159,0.4072774214367428,0.0001684058567391844,0.0,0.0,0.0,0.0,0.0,0.007491035046405159,80,20,19.5883047580719,0.979415237903595,0.24485380947589874,0.0683793492615223
11,0.0016902872650462087,0.14312844078152837,1.2574293510679222e-05,0.0,0.0,0.0,0.0,0.0,0.0016902872650462087,320,80,99.5855655670166,1.2448195695877076,0.3112048923969269,0.18321805561427026,0.00778989009122597,0.30623174232314343,0.0002285926662562332,0.0,0.0,0.0,0.0,0.0,0.00778989009122597,80,20,19.662875652313232,0.9831437826156616,0.2457859456539154,0.0688946488313377
12,0.0016234107402169685,0.26942976858223344,1.856327916652254e-05,0.0,0.0,0.0,0.0,0.0,0.0016234107402169685,320,80,100.64648413658142,1.2580810517072678,0.31452026292681695,0.18938408511457966,0.007789343649346847,0.39892919776157215,0.00019050486260980827,0.0,0.0,0.0,0.0,0.0,0.007789343649346847,80,20,19.436559677124023,0.9718279838562012,0.2429569959640503,0.06721605993807316
13,0.0014992240631727326,0.32569619336183353,1.7869830239917398e-06,0.0,0.0,0.0,0.0,0.0,0.0014992240631727326,320,80,99.36593246459961,1.242074155807495,0.31051853895187376,0.19987344325636514,0.007941817007667851,0.3285603669361308,0.00020670617296367766,0.0,0.0,0.0,0.0,0.0,0.007941817007667851,80,20,19.3479266166687,0.967396330833435,0.24184908270835875,0.06898661321029068
14,0.0015280315952168166,0.1436633735797855,2.658071664495944e-05,0.0,0.0,0.0,0.0,0.0,0.0015280315952168166,320,80,99.75400042533875,1.2469250053167342,0.31173125132918356,0.189214165561134,0.007610848201147746,0.30814517063022323,0.00022678597003369382,0.0,0.0,0.0,0.0,0.0,0.007610848201147746,80,20,19.45919370651245,0.9729596853256226,0.24323992133140565,0.06733945356681943
15,0.0012301572283377026,0.10807322694710982,5.3408418359659e-06,0.0,0.0,0.0,0.0,0.0,0.0012301572283377026,320,80,99.28717947006226,1.2410897433757782,0.31027243584394454,0.19792793567758055,0.006984197727433639,0.247640823103211,0.0001665852697917726,0.0,0.0,0.0,0.0,0.0,0.006984197727433639,80,20,19.52495002746582,0.976247501373291,0.24406187534332274,0.06778875123709441
16,0.0010839548700573686,0.07997205620506662,9.080777822098943e-06,0.0,0.0,0.0,0.0,0.0,0.0010839548700573686,320,80,99.66356492042542,1.2457945615053176,0.3114486403763294,0.19800062356516718,0.008054383638955187,0.28627982361469717,0.00025097979236513577,0.0,0.0,0.0,0.0,0.0,0.008054383638955187,80,20,19.489768266677856,0.9744884133338928,0.2436221033334732,0.06728147398680448
17,0.0007286213950465026,0.10312503655737952,6.776996160624913e-07,0.0,0.0,0.0,0.0,0.0,0.0007286213950465026,320,80,99.96071243286133,1.2495089054107666,0.31237722635269166,0.1800330831320025,0.007334689510025782,0.2440898734063012,0.00019387806316268908,0.0,0.0,0.0,0.0,0.0,0.007334689510025782,80,20,19.55093002319336,0.977546501159668,0.244386625289917,0.06980508081614971
18,0.0007013096967625643,0.0806437349208462,3.612507871512266e-07,0.0,0.0,0.0,0.0,0.0,0.0007013096967625643,320,80,99.62839913368225,1.245354989171028,0.311338747292757,0.193802969326498,0.008005985312775011,0.25233456931382536,0.00024166704105831326,0.0,0.0,0.0,0.0,0.0,0.008005985312775011,80,20,19.874733448028564,0.9937366724014283,0.24843416810035707,0.06946740932762623
19,0.000650154861421015,0.13836135070985306,6.324771196684101e-07,0.0,0.0,0.0,0.0,0.0,0.000650154861421015,320,80,100.67735123634338,1.2584668904542924,0.3146167226135731,0.1874849540356081,0.007276729341538157,0.19176392750296145,0.0001885933500119812,0.0,0.0,0.0,0.0,0.0,0.007276729341538157,80,20,19.5623676776886,0.97811838388443,0.2445295959711075,0.06984148817136884
20,0.0005832819898387243,0.04374472918600412,9.791867645731814e-07,0.0,0.0,0.0,0.0,0.0,0.0005832819898387243,320,80,99.7720296382904,1.24715037047863,0.3117875926196575,0.19292465539183468,0.007389668950054329,0.19728227270163642,0.00020410724985005512,0.0,0.0,0.0,0.0,0.0,0.007389668950054329,80,20,19.41769814491272,0.970884907245636,0.242721226811409,0.06944395890459418
21,0.0005352863459663126,0.01976681658542425,6.443602266463554e-07,0.0,0.0,0.0,0.0,0.0,0.0005352863459663126,320,80,100.6177191734314,1.2577214896678925,0.31443037241697314,0.19984434806974605,0.007991572895844002,0.22150783375837904,0.00023175869880640577,0.0,0.0,0.0,0.0,0.0,0.007991572895844002,80,20,20.159916162490845,1.0079958081245421,0.25199895203113554,0.07001060470938683
22,0.0005078368830425007,0.02868203009257253,8.534584292643494e-07,0.0,0.0,0.0,0.0,0.0,0.0005078368830425007,320,80,99.94173312187195,1.2492716640233994,0.31231791600584985,0.19320008249487727,0.007862234280037229,0.2152756543153373,0.0002432201600976569,0.0,0.0,0.0,0.0,0.0,0.007862234280037229,80,20,19.478534698486328,0.9739267349243164,0.2434816837310791,0.06986867655068636
23,0.000520391069062498,0.03020876141404938,4.458749571339605e-07,0.0,0.0,0.0,0.0,0.0,0.000520391069062498,320,80,100.07614707946777,1.2509518384933471,0.3127379596233368,0.1921757934615016,0.007205282323411666,0.20713103588941523,0.0001827256362942009,0.0,0.0,0.0,0.0,0.0,0.007205282323411666,80,20,19.527496099472046,0.9763748049736023,0.24409370124340057,0.06974663501605391
24,0.0005546999067291836,0.027485956521196276,6.895572416364425e-07,0.0,0.0,0.0,0.0,0.0,0.0005546999067291836,320,80,99.80755043029785,1.247594380378723,0.31189859509468076,0.1784662834368646,0.007224415110249538,0.17986427203068162,0.00017955067020931638,0.0,0.0,0.0,0.0,0.0,0.007224415110249538,80,20,19.42549467086792,0.971274733543396,0.242818683385849,0.0726472232490778
25,0.0005678469070971914,0.0783861569140182,2.3522705448089696e-06,0.0,0.0,0.0,0.0,0.0,0.0005678469070971914,320,80,99.91300010681152,1.248912501335144,0.312228125333786,0.18876876458525657,0.008989003312308341,0.17780489571450744,0.00034604211847950596,0.0,0.0,0.0,0.0,0.0,0.008989003312308341,80,20,19.550805807113647,0.9775402903556824,0.2443850725889206,0.0718118923716247
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