| ,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 | |
| 0,0.11455535657005385,15.63152334621248,0.03261089399050121,0.0,0.0,0.0,0.0,0.0,0.11455535657005385,320,80,99.41325306892395,1.2426656633615494,0.31066641584038734,0.09075278166747011,0.007890956761548296,4.913448315569985,9.587779401849516e-05,0.0,0.0,0.0,0.0,0.0,0.007890956761548296,80,20,19.218095064163208,0.9609047532081604,0.2402261883020401,0.04594327691011131 | |
| 1,0.0068825013451714765,0.5873005052374232,8.441511653969323e-05,0.0,0.0,0.0,0.0,0.0,0.0068825013451714765,320,80,98.16534066200256,1.227066758275032,0.306766689568758,0.17083694040193223,0.010920317904083276,5.493061433892126,0.00042163531188073035,0.0,0.0,0.0,0.0,0.0,0.010920317904083276,80,20,18.999029397964478,0.9499514698982239,0.23748786747455597,0.0285534585127607 | |
| 2,0.007368110892275581,0.6256727599678242,0.00019790053640412092,0.0,0.0,0.0,0.0,0.0,0.007368110892275581,320,80,98.2070198059082,1.2275877475738526,0.30689693689346315,0.18491398493060843,0.009714379241086136,6.2370832271572,0.00026508491033682134,0.0,0.0,0.0,0.0,0.0,0.009714379241086136,80,20,18.896817922592163,0.9448408961296082,0.23621022403240205,0.02282829804462381 | |
| 3,0.007530722331830475,0.4640916418485176,0.00011972417069327918,0.0,0.0,0.0,0.0,0.0,0.007530722331830475,320,80,98.34642100334167,1.229330262541771,0.30733256563544276,0.1856370047375094,0.006328437828778987,4.5384834828913885,6.255692790020362e-05,0.0,0.0,0.0,0.0,0.0,0.006328437828778987,80,20,19.502550840377808,0.9751275420188904,0.2437818855047226,0.05491759981960058 | |
| 4,0.006046878009510692,0.3354074442230967,8.722203440768646e-05,0.0,0.0,0.0,0.0,0.0,0.006046878009510692,320,80,98.46714925765991,1.2308393657207488,0.3077098414301872,0.1968570870347321,0.003924696132889949,5.36268491241317,4.107249934470758e-06,0.0,0.0,0.0,0.0,0.0,0.003924696132889949,80,20,18.971222400665283,0.9485611200332642,0.23714028000831605,0.043903833779040724 | |
| 5,0.005646668715053238,0.22879745735647247,0.00010420996314914471,0.0,0.0,0.0,0.0,0.0,0.005646668715053238,320,80,98.24562430381775,1.2280703037977219,0.30701757594943047,0.17895883410237728,0.005248893459065584,6.201540100930288,4.5616924159114224e-05,0.0,0.0,0.0,0.0,0.0,0.005248893459065584,80,20,19.050581216812134,0.9525290608406067,0.23813226521015168,0.04073070023441687 | |
| 6,0.005301459577640344,0.8160801359513838,6.89963721392106e-05,0.0,0.0,0.0,0.0,0.0,0.005301459577640344,320,80,98.10252213478088,1.226281526684761,0.3065703816711903,0.1658085669245338,0.003359271524823271,4.790561649674601,3.5786874698511918e-06,0.0,0.0,0.0,0.0,0.0,0.003359271524823271,80,20,18.99564027786255,0.9497820138931274,0.23744550347328186,0.03619469592813403 | |
| 7,0.005624368396092904,0.35675310027072554,0.00011016933555625902,0.0,0.0,0.0,0.0,0.0,0.005624368396092904,320,80,98.15186715126038,1.2268983393907547,0.30672458484768866,0.18299917249241843,0.0058501261519268155,5.208834768453289,7.912151082312135e-05,0.0,0.0,0.0,0.0,0.0,0.0058501261519268155,80,20,18.967280626296997,0.9483640313148498,0.23709100782871245,0.03817387481685728 | |
| 8,0.005031787550251465,0.25296989842264284,6.438524839464101e-05,0.0,0.0,0.0,0.0,0.0,0.005031787550251465,320,80,98.21737504005432,1.227717188000679,0.30692929700016974,0.1820793646154925,0.008046689907496329,3.4085470171728955,0.0001837004517647312,0.0,0.0,0.0,0.0,0.0,0.008046689907496329,80,20,19.01164937019348,0.9505824685096741,0.23764561712741852,0.03427380793727934 | |
| 9,0.0050649845143198036,0.41440914815246116,6.793519232238903e-05,0.0,0.0,0.0,0.0,0.0,0.0050649845143198036,320,80,98.00610780715942,1.2250763475894928,0.3062690868973732,0.18072777504567056,0.004020300185220549,3.4647489232461566,1.5592471368332078e-05,0.0,0.0,0.0,0.0,0.0,0.004020300185220549,80,20,18.98149037361145,0.9490745186805725,0.23726862967014312,0.03623254182748496 | |
| 10,0.00501764012269632,0.13707398006754373,6.615641782753076e-05,0.0,0.0,0.0,0.0,0.0,0.00501764012269632,320,80,97.98977613449097,1.224872201681137,0.30621805042028427,0.19283153250580654,0.0033454992568294982,2.84586438119004,4.5407900678307024e-06,0.0,0.0,0.0,0.0,0.0,0.0033454992568294982,80,20,19.105846405029297,0.9552923202514648,0.2388230800628662,0.04278229686897248 | |
| 11,0.006034849434036005,0.16983350860522534,0.00010824183813607309,0.0,0.0,0.0,0.0,0.0,0.006034849434036005,320,80,98.26459741592407,1.2283074676990509,0.3070768669247627,0.19247694574878552,0.013785485102562233,4.251315702055581,0.0005580191170141191,0.0,0.0,0.0,0.0,0.0,0.013785485102562233,80,20,19.08789825439453,0.9543949127197265,0.23859872817993164,0.024024457717314363 | |
| 12,0.005237574208877049,0.43369768181680685,4.29253954864622e-05,0.0,0.0,0.0,0.0,0.0,0.005237574208877049,320,80,98.5061149597168,1.23132643699646,0.307831609249115,0.18032529047923163,0.009730586926161777,3.2115105665361625,0.00032237912933010817,0.0,0.0,0.0,0.0,0.0,0.009730586926161777,80,20,18.963314533233643,0.9481657266616821,0.23704143166542052,0.033251468231901525 | |
| 13,0.004799769270812248,0.14246705247829966,2.979202441775533e-05,0.0,0.0,0.0,0.0,0.0,0.004799769270812248,320,80,98.31657290458679,1.228957161307335,0.3072392903268337,0.19850680916570126,0.004224570611222589,3.5081634806441344,4.4415249958229544e-05,0.0,0.0,0.0,0.0,0.0,0.004224570611222589,80,20,18.933969020843506,0.9466984510421753,0.23667461276054383,0.03777870242483914 | |
| 14,0.0048562844836851585,0.34933257212423,3.709438940599349e-05,0.0,0.0,0.0,0.0,0.0,0.0048562844836851585,320,80,98.43161106109619,1.2303951382637024,0.3075987845659256,0.18646608913550153,0.0036178016431222203,3.4112093091501157,6.294249446359146e-06,0.0,0.0,0.0,0.0,0.0,0.0036178016431222203,80,20,19.08294177055359,0.9541470885276795,0.23853677213191987,0.04057027366943657 | |
| 15,0.004255864443257451,0.1656667333722055,6.187442170108235e-05,0.0,0.0,0.0,0.0,0.0,0.004255864443257451,320,80,98.33895921707153,1.2292369902133942,0.30730924755334854,0.18711729196365923,0.0035861808126355756,3.0565624250225483,1.7166080699237973e-05,0.0,0.0,0.0,0.0,0.0,0.0035861808126355756,80,20,19.049601793289185,0.9524800896644592,0.2381200224161148,0.0467706841416657 | |
| 16,0.00863765765352582,0.3068369619014121,0.0002027381960549475,0.0,0.0,0.0,0.0,0.0,0.00863765765352582,320,80,98.02224159240723,1.2252780199050903,0.3063195049762726,0.20716268247924746,0.005656487263331655,3.9132582969115903,3.6503343883431685e-05,0.0,0.0,0.0,0.0,0.0,0.005656487263331655,80,20,19.1426043510437,0.9571302175521851,0.23928255438804627,0.03317992691881955 | |
| 17,0.004622109833326249,0.13771271949620206,3.9370777925482045e-05,0.0,0.0,0.0,0.0,0.0,0.004622109833326249,320,80,98.46045637130737,1.2307557046413422,0.30768892616033555,0.18359890060964973,0.003573411981051322,2.8382400677964967,5.809271045431608e-06,0.0,0.0,0.0,0.0,0.0,0.003573411981051322,80,20,19.13273310661316,0.956636655330658,0.2391591638326645,0.04146898430772126 | |
| 18,0.004134476073704718,0.17380634212921872,2.713264719204356e-05,0.0,0.0,0.0,0.0,0.0,0.004134476073704718,320,80,98.26009583473206,1.2282511979341506,0.30706279948353765,0.18229138196911662,0.003516078496249975,2.6227631476780346,7.24400641837486e-06,0.0,0.0,0.0,0.0,0.0,0.003516078496249975,80,20,19.15674638748169,0.9578373193740845,0.2394593298435211,0.05090378848835826 | |
| 19,0.004667191044973151,0.12221738814653094,6.367694598248957e-05,0.0,0.0,0.0,0.0,0.0,0.004667191044973151,320,80,98.04523253440857,1.2255654066801072,0.3063913516700268,0.18032254496356473,0.003785224206512794,2.3461711474920777,6.868326291198379e-06,0.0,0.0,0.0,0.0,0.0,0.003785224206512794,80,20,19.05215072631836,0.952607536315918,0.2381518840789795,0.054367284569889304 | |
| 20,0.0038501727190123347,0.19964894671832384,3.2192668145688413e-05,0.0,0.0,0.0,0.0,0.0,0.0038501727190123347,320,80,98.21941018104553,1.2277426272630692,0.3069356568157673,0.18122183008817955,0.004117234158547945,2.0348365343492447,1.597860968834408e-05,0.0,0.0,0.0,0.0,0.0,0.004117234158547945,80,20,19.195982217788696,0.9597991108894348,0.2399497777223587,0.046505967248231174 | |
| 21,0.004357830920935157,0.14809448825766366,7.662803581378607e-05,0.0,0.0,0.0,0.0,0.0,0.004357830920935157,320,80,98.2528235912323,1.2281602948904038,0.30704007372260095,0.18343111716676502,0.008492800514795817,2.4765617495399965,0.0002142982311968633,0.0,0.0,0.0,0.0,0.0,0.008492800514795817,80,20,19.087544918060303,0.9543772459030151,0.23859431147575377,0.048690214613452555 | |
| 22,0.004575736820424936,0.1652553465189321,5.503663022018094e-05,0.0,0.0,0.0,0.0,0.0,0.004575736820424936,320,80,98.41540288925171,1.2301925361156463,0.30754813402891157,0.17578000344801695,0.006678492884748266,2.3104023507566267,0.00011631947952993465,0.0,0.0,0.0,0.0,0.0,0.006678492884748266,80,20,18.901337385177612,0.9450668692588806,0.23626671731472015,0.03939043255522847 | |
| 23,0.0038681995100887435,0.09681270272101301,2.6917657260010597e-05,0.0,0.0,0.0,0.0,0.0,0.0038681995100887435,320,80,98.39344000816345,1.229918000102043,0.3074795000255108,0.18267457764595746,0.0037568479468291114,2.3940217966547266,2.3744597207904506e-05,0.0,0.0,0.0,0.0,0.0,0.0037568479468291114,80,20,18.862091779708862,0.9431045889854431,0.23577614724636078,0.04538590800948441 | |
| 24,0.0037726155537711747,0.08587725751030462,3.8970149140249434e-05,0.0,0.0,0.0,0.0,0.0,0.0037726155537711747,320,80,98.2309718132019,1.2278871476650237,0.30697178691625593,0.1927345296833664,0.003963983212452149,1.9307850714754582,1.0076468615227707e-05,0.0,0.0,0.0,0.0,0.0,0.003963983212452149,80,20,19.073886156082153,0.9536943078041077,0.23842357695102692,0.05581457819789648 | |
| 25,0.0045225964966448375,0.28626666026474223,5.253834299471811e-05,0.0,0.0,0.0,0.0,0.0,0.0045225964966448375,320,80,98.45195150375366,1.2306493937969207,0.3076623484492302,0.1844044709519949,0.003984417723040678,1.8695672683701106,1.225423164505357e-05,0.0,0.0,0.0,0.0,0.0,0.003984417723040678,80,20,18.98694658279419,0.9493473291397094,0.23733683228492736,0.0516578221693635 | |
| 26,0.0034221824243786613,0.21675637563972483,2.862178868469961e-05,0.0,0.0,0.0,0.0,0.0,0.0034221824243786613,320,80,98.409903049469,1.2301237881183624,0.3075309470295906,0.17961671216180547,0.004005031670385506,1.6670396929865092,9.724470967875654e-06,0.0,0.0,0.0,0.0,0.0,0.004005031670385506,80,20,18.86527991294861,0.9432639956474305,0.23581599891185762,0.05642150053754449 | |
| 27,0.0036453872757192586,0.08814689166802622,2.907900363656457e-05,0.0,0.0,0.0,0.0,0.0,0.0036453872757192586,320,80,98.16981959342957,1.2271227449178697,0.3067806862294674,0.18638201602734625,0.0039380389488542274,1.8897666597908027,2.370818725645485e-05,0.0,0.0,0.0,0.0,0.0,0.0039380389488542274,80,20,18.981795072555542,0.9490897536277771,0.23727243840694429,0.04444735175929963 | |
| 28,0.0038631531702776555,0.20194541933975962,2.7849157054867935e-05,0.0,0.0,0.0,0.0,0.0,0.0038631531702776555,320,80,98.47567534446716,1.2309459418058395,0.3077364854514599,0.19445467893965543,0.003990629422332859,1.7048710367631883,1.0106287987253522e-05,0.0,0.0,0.0,0.0,0.0,0.003990629422332859,80,20,19.01001262664795,0.9505006313323975,0.23762515783309937,0.05604702327400446 | |
| 29,0.0031632644509954843,0.05915382719257707,1.8334584522583518e-05,0.0,0.0,0.0,0.0,0.0,0.0031632644509954843,320,80,98.40432929992676,1.2300541162490846,0.30751352906227114,0.19318407390965148,0.0054594465718764695,1.8558304001606303,5.508621057241925e-05,0.0,0.0,0.0,0.0,0.0,0.0054594465718764695,80,20,19.13079309463501,0.9565396547317505,0.23913491368293763,0.04586299415677786 | |