{ "animal": "cat", "variations": [ "cat", " cat", "Cat", " Cat" ], "steps": [ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 160, 162, 164, 166, 168, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192 ], "avg_log_probs": [ -17.43078773933841, -16.704262738482786, -16.362403295539824, -16.351205903337434, -16.32353855678378, -16.030543399428502, -15.741539690153251, -15.516699881699562, -15.487622200892513, -15.63158474454148, -15.351685281247619, -15.146030493350306, -14.926814877740098, -14.638490327735601, -14.704984717004999, -14.768752010893209, -14.709497979793351, -14.495278129192421, -14.45256778644432, -14.316103451173609, -14.452538345895395, -14.5645341062378, -14.588689214668616, -14.415945490667985, -14.60420320246441, -14.705410092314164, -14.666588584126984, -14.760142362517147, -14.584028076474334, -14.346963777878104, -14.46847269688114, -14.532111365523477, -14.525594415973226, -14.659453179874362, -14.799821462750248, -15.030970392710573, -15.136872492363706, -14.997090567514311, -15.153473942443824, -14.558191768686001, -14.746446511128092, -14.623499193089248, -14.942743248708174, -15.598371399524954, -15.821018911127062, -16.02262813938655, -15.9613866858937, -15.70957217474306, -15.548584022654344, -15.447063624937892, -15.073367714961947, -15.002967435741587, -14.904101134864238, -14.888140342698108, -15.06963721689842, -15.156606626733332, -15.204142813314046, -14.890854127801227, -14.565699550204492, -14.38227920305711, -14.298562593281536, -14.504676020069581, -14.947427261826512, -15.038890968623072, -15.100631693080548, -15.192980914472479, -15.445898228488556, -15.810592117675876, -15.536548476265176, -15.426657530966317, -15.239332199623323, -14.989994176368585, -14.796890451161588, -14.88930115677569, -15.197556872672276, -15.021443523869895, -14.942596088861393, -14.875424879024827, -14.80282495752903, -14.894098188035278, -15.153356346106888, -15.139266756458978, -15.444235841884858, -15.165669794481778, -15.408223152750002, -15.470277991251727, -15.523439723207566, -15.193662737112641, -15.188707057968337, -14.780349738629683, -14.602784307103928, -14.581098807477538, -14.562099260304334, -15.076406607624026, -15.189555760342193, -15.928462902157595, -16.385400372391086 ], "avg_probs": [ 2.6909465380820516e-08, 5.5645604977856346e-08, 7.832466356103715e-08, 7.920662415225784e-08, 8.142865842603621e-08, 1.0914992954609421e-07, 1.4572570864222185e-07, 1.8246638335242233e-07, 1.878499744587736e-07, 1.626630840085566e-07, 2.1520273895631216e-07, 2.643397859551186e-07, 3.291293910142221e-07, 4.391212229373675e-07, 4.108717491522046e-07, 3.854894501850636e-07, 4.0902155532208536e-07, 5.067347584165041e-07, 5.288464105633998e-07, 6.061711583867151e-07, 5.288619803212137e-07, 4.7282802114110897e-07, 4.6154364535025255e-07, 5.485729918661636e-07, 4.5443851979148914e-07, 4.106970116220321e-07, 4.269544157386132e-07, 3.888227072996183e-07, 4.6369998565992083e-07, 5.877502184362281e-07, 5.205016926740863e-07, 4.884096358296836e-07, 4.916029708860669e-07, 4.300118029672952e-07, 3.736966508052638e-07, 2.965736080844589e-07, 2.667717288463679e-07, 3.0679361860765175e-07, 2.623794909438588e-07, 4.758363860035091e-07, 3.94184599340347e-07, 4.457537385717046e-07, 3.239284273789472e-07, 1.6815638969279626e-07, 1.3459185810499366e-07, 1.1001730785592088e-07, 1.1696551538483145e-07, 1.5045945745294224e-07, 1.767403690692437e-07, 1.9562551854663343e-07, 2.8426250424884797e-07, 3.0499592052949323e-07, 3.366906990990942e-07, 3.42107663900613e-07, 2.8532492541843093e-07, 2.6155882494957173e-07, 2.494162091290884e-07, 3.4118051582797926e-07, 4.7227728756348676e-07, 5.673558077944104e-07, 6.168977220696677e-07, 5.019948280135635e-07, 3.2241469032542223e-07, 2.942338526454038e-07, 2.766170735610222e-07, 2.522157627260249e-07, 1.958536327272575e-07, 1.360025613848096e-07, 1.7888038829783127e-07, 1.9965847980888596e-07, 2.4079203540405165e-07, 3.089784893059013e-07, 3.7479356677083656e-07, 3.4171077091235967e-07, 2.5106427053781584e-07, 2.994125274847219e-07, 3.239761001443608e-07, 3.464854955681335e-07, 3.725759387346419e-07, 3.4007549902357805e-07, 2.624103476251619e-07, 2.661337708990189e-07, 1.9617948795623004e-07, 2.5919898341609796e-07, 2.0337319376493035e-07, 1.911365025248789e-07, 1.8124072386311432e-07, 2.5204385492076905e-07, 2.5329600345664253e-07, 3.8104447413093113e-07, 4.5508377816764737e-07, 4.650602790116206e-07, 4.739806872383305e-07, 2.8339997224545047e-07, 2.530811217354322e-07, 1.208805580830136e-07, 7.654397900147408e-08 ], "log_prob_deltas": [ null, 0.7265250008556237, 0.3418594429429618, 0.011197392202390688, 0.02766734655365255, 0.2929951573552785, 0.2890037092752511, 0.22483980845368912, 0.029077680807048978, -0.143962543648966, 0.2798994632938605, 0.20565478789731273, 0.2192156156102083, 0.2883245500044964, -0.06649438926939766, -0.06376729388821012, 0.05925403109985794, 0.21421985060093007, 0.04271034274810148, 0.1364643352707109, -0.13643489472178594, -0.11199576034240621, -0.02415510843081492, 0.17274372400063065, -0.1882577117964246, -0.10120688984975423, 0.03882150818717989, -0.09355377839016299, 0.17611428604281265, 0.23706429859623057, -0.12150891900303584, -0.06363866864233714, 0.006516949550251283, -0.13385876390113616, -0.14036828287588676, -0.23114892996032488, -0.10590209965313235, 0.13978192484939456, -0.15638337492951315, 0.5952821737578233, -0.18825474244209062, 0.12294731803884318, -0.31924405561892577, -0.6556281508167796, -0.2226475116021085, -0.20160922825948902, 0.06124145349285115, 0.2518145111506396, 0.16098815208871642, 0.10152039771645249, 0.37369590997594493, 0.07040027922035996, 0.09886630087734893, 0.015960792166129778, -0.18149687420031135, -0.08696940983491253, -0.04753618658071446, 0.31328868551281985, 0.3251545775967344, 0.18342034714738276, 0.08371660977557305, -0.20611342678804512, -0.44275124175693037, -0.09146370679656002, -0.06174072445747569, -0.09234922139193102, -0.2529173140160772, -0.36469388918732015, 0.2740436414106995, 0.10989094529885968, 0.18732533134299345, 0.24933802325473842, 0.19310372520699737, -0.09241070561410325, -0.3082557158965855, 0.1761133488023816, 0.07884743500850178, 0.06717120983656599, 0.0725999214957973, -0.09127323050624803, -0.25925815807161, 0.014089589647909406, -0.3049690854258795, 0.2785660474030802, -0.24255335826822488, -0.062054838501724774, -0.053161731955839286, 0.32977698609492556, 0.00495567914430417, 0.4083573193386538, 0.1775654315257551, 0.02168549962638977, 0.018999547173203624, -0.5143073473196917, -0.11314915271816695, -0.7389071418154014, -0.4569374702334912 ], "logit_history": [ { "step": 0, "epoch": 0.0, "aggregated_log_prob": -17.43078773933841, "aggregated_prob": 2.6909465380820516e-08, "variation_log_probs": { "cat": -45.527257385253904, " cat": -53.764464416503905, "Cat": -24.319601154327394, " Cat": -52.62510894775391 }, "log_prob_delta": null }, { "step": 2, "epoch": 0.03125, "aggregated_log_prob": -16.704262738482786, "aggregated_prob": 5.5645604977856346e-08, "variation_log_probs": { "cat": -43.550338897705075, " cat": -51.586198272705076, "Cat": -23.210260696411133, " Cat": -50.39722366333008 }, "log_prob_delta": 0.7265250008556237 }, { "step": 4, "epoch": 0.0625, "aggregated_log_prob": -16.362403295539824, "aggregated_prob": 7.832466356103715e-08, "variation_log_probs": { "cat": -42.42118629455567, " cat": -50.13446754455566, "Cat": -22.61282703399658, " Cat": -48.98254371643066 }, "log_prob_delta": 0.3418594429429618 }, { "step": 6, "epoch": 0.09375, "aggregated_log_prob": -16.351205903337434, "aggregated_prob": 7.920662415225784e-08, "variation_log_probs": { "cat": -42.53422737121582, " cat": -50.10778205871582, "Cat": -22.698446159362792, " Cat": -48.92866386413574 }, "log_prob_delta": 0.011197392202390688 }, { "step": 8, "epoch": 0.125, "aggregated_log_prob": -16.32353855678378, "aggregated_prob": 8.142865842603621e-08, "variation_log_probs": { "cat": -42.17024459838867, " cat": -49.759932098388674, "Cat": -22.426885356903075, " Cat": -48.541494598388674 }, "log_prob_delta": 0.02766734655365255 }, { "step": 10, "epoch": 0.15625, "aggregated_log_prob": -16.030543399428502, "aggregated_prob": 1.0914992954609421e-07, "variation_log_probs": { "cat": -41.64783805847168, " cat": -49.12938102722168, "Cat": -22.201470794677736, " Cat": -47.979306564331054 }, "log_prob_delta": 0.2929951573552785 }, { "step": 12, "epoch": 0.1875, "aggregated_log_prob": -15.741539690153251, "aggregated_prob": 1.4572570864222185e-07, "variation_log_probs": { "cat": -40.76809917449951, " cat": -48.16214210510254, "Cat": -21.705501499176027, " Cat": -47.02932960510254 }, "log_prob_delta": 0.2890037092752511 }, { "step": 14, "epoch": 0.21875, "aggregated_log_prob": -15.516699881699562, "aggregated_prob": 1.8246638335242233e-07, "variation_log_probs": { "cat": -40.56358055114746, " cat": -47.96087547302246, "Cat": -21.591637420654298, " Cat": -46.854059066772464 }, "log_prob_delta": 0.22483980845368912 }, { "step": 16, "epoch": 0.25, "aggregated_log_prob": -15.487622200892513, "aggregated_prob": 1.878499744587736e-07, "variation_log_probs": { "cat": -40.70465976715088, " cat": -48.17879791259766, "Cat": -21.66786262512207, " Cat": -47.090187072753906 }, "log_prob_delta": 0.029077680807048978 }, { "step": 18, "epoch": 0.28125, "aggregated_log_prob": -15.63158474454148, "aggregated_prob": 1.626630840085566e-07, "variation_log_probs": { "cat": -41.09546691894531, " cat": -48.600466918945315, "Cat": -21.871384925842285, " Cat": -47.43450988769531 }, "log_prob_delta": -0.143962543648966 }, { "step": 20, "epoch": 0.3125, "aggregated_log_prob": -15.351685281247619, "aggregated_prob": 2.1520273895631216e-07, "variation_log_probs": { "cat": -40.709046821594235, " cat": -48.23980850219726, "Cat": -21.688265495300293, " Cat": -47.05750869750977 }, "log_prob_delta": 0.2798994632938605 }, { "step": 22, "epoch": 0.34375, "aggregated_log_prob": -15.146030493350306, "aggregated_prob": 2.643397859551186e-07, "variation_log_probs": { "cat": -40.01150035858154, " cat": -47.594883575439454, "Cat": -21.289468841552733, " Cat": -46.48884414672852 }, "log_prob_delta": 0.20565478789731273 }, { "step": 24, "epoch": 0.375, "aggregated_log_prob": -14.926814877740098, "aggregated_prob": 3.291293910142221e-07, "variation_log_probs": { "cat": -39.4020288848877, " cat": -47.07171394348145, "Cat": -20.968278846740724, " Cat": -46.0038355255127 }, "log_prob_delta": 0.2192156156102083 }, { "step": 26, "epoch": 0.40625, "aggregated_log_prob": -14.638490327735601, "aggregated_prob": 4.391212229373675e-07, "variation_log_probs": { "cat": -38.8954842376709, " cat": -46.5339217376709, "Cat": -20.66845287322998, " Cat": -45.497896347045895 }, "log_prob_delta": 0.2883245500044964 }, { "step": 28, "epoch": 0.4375, "aggregated_log_prob": -14.704984717004999, "aggregated_prob": 4.108717491522046e-07, "variation_log_probs": { "cat": -38.57321487426758, " cat": -46.163942413330076, "Cat": -20.569659996032716, " Cat": -45.14091018676758 }, "log_prob_delta": -0.06649438926939766 }, { "step": 30, "epoch": 0.46875, "aggregated_log_prob": -14.768752010893209, "aggregated_prob": 3.854894501850636e-07, "variation_log_probs": { "cat": -38.67722869873047, " cat": -46.29148406982422, "Cat": -20.656291160583496, " Cat": -45.27639862060547 }, "log_prob_delta": -0.06376729388821012 }, { "step": 32, "epoch": 0.5, "aggregated_log_prob": -14.709497979793351, "aggregated_prob": 4.0902155532208536e-07, "variation_log_probs": { "cat": -38.62804252624512, " cat": -46.33089408874512, "Cat": -20.606089191436766, " Cat": -45.341519088745116 }, "log_prob_delta": 0.05925403109985794 }, { "step": 34, "epoch": 0.53125, "aggregated_log_prob": -14.495278129192421, "aggregated_prob": 5.067347584165041e-07, "variation_log_probs": { "cat": -38.504881134033205, " cat": -46.110506210327145, "Cat": -20.529529418945312, " Cat": -45.124544296264645 }, "log_prob_delta": 0.21421985060093007 }, { "step": 36, "epoch": 0.5625, "aggregated_log_prob": -14.45256778644432, "aggregated_prob": 5.288464105633998e-07, "variation_log_probs": { "cat": -38.33189151763916, " cat": -45.86127380371094, "Cat": -20.459899291992187, " Cat": -44.905973510742186 }, "log_prob_delta": 0.04271034274810148 }, { "step": 38, "epoch": 0.59375, "aggregated_log_prob": -14.316103451173609, "aggregated_prob": 6.061711583867151e-07, "variation_log_probs": { "cat": -38.17335876464844, " cat": -45.610380249023436, "Cat": -20.37764596939087, " Cat": -44.65775329589844 }, "log_prob_delta": 0.1364643352707109 }, { "step": 40, "epoch": 0.625, "aggregated_log_prob": -14.452538345895395, "aggregated_prob": 5.288619803212137e-07, "variation_log_probs": { "cat": -38.32509502410889, " cat": -45.71962631225586, "Cat": -20.44982151031494, " Cat": -44.72778549194336 }, "log_prob_delta": -0.13643489472178594 }, { "step": 42, "epoch": 0.65625, "aggregated_log_prob": -14.5645341062378, "aggregated_prob": 4.7282802114110897e-07, "variation_log_probs": { "cat": -38.35091854095459, " cat": -45.63638732910156, "Cat": -20.484238872528078, " Cat": -44.609522094726564 }, "log_prob_delta": -0.11199576034240621 }, { "step": 44, "epoch": 0.6875, "aggregated_log_prob": -14.588689214668616, "aggregated_prob": 4.6154364535025255e-07, "variation_log_probs": { "cat": -38.35735404968262, " cat": -45.70993217468262, "Cat": -20.52395565032959, " Cat": -44.696733932495114 }, "log_prob_delta": -0.02415510843081492 }, { "step": 46, "epoch": 0.71875, "aggregated_log_prob": -14.415945490667985, "aggregated_prob": 5.485729918661636e-07, "variation_log_probs": { "cat": -38.38217487335205, " cat": -45.73791717529297, "Cat": -20.552370223999024, " Cat": -44.68764862060547 }, "log_prob_delta": 0.17274372400063065 }, { "step": 48, "epoch": 0.75, "aggregated_log_prob": -14.60420320246441, "aggregated_prob": 4.5443851979148914e-07, "variation_log_probs": { "cat": -38.53376945495606, " cat": -45.90765625, "Cat": -20.62603521347046, " Cat": -44.852236328125 }, "log_prob_delta": -0.1882577117964246 }, { "step": 50, "epoch": 0.78125, "aggregated_log_prob": -14.705410092314164, "aggregated_prob": 4.106970116220321e-07, "variation_log_probs": { "cat": -38.726664505004884, " cat": -46.08666442871094, "Cat": -20.70307062149048, " Cat": -45.028334350585936 }, "log_prob_delta": -0.10120688984975423 }, { "step": 52, "epoch": 0.8125, "aggregated_log_prob": -14.666588584126984, "aggregated_prob": 4.269544157386132e-07, "variation_log_probs": { "cat": -38.75452053070068, " cat": -46.13514541625977, "Cat": -20.731395568847656, " Cat": -45.140682525634766 }, "log_prob_delta": 0.03882150818717989 }, { "step": 54, "epoch": 0.84375, "aggregated_log_prob": -14.760142362517147, "aggregated_prob": 3.888227072996183e-07, "variation_log_probs": { "cat": -38.44304153442383, " cat": -45.81362739562988, "Cat": -20.560150928497315, " Cat": -44.860424270629885 }, "log_prob_delta": -0.09355377839016299 }, { "step": 56, "epoch": 0.875, "aggregated_log_prob": -14.584028076474334, "aggregated_prob": 4.6369998565992083e-07, "variation_log_probs": { "cat": -38.01594585418701, " cat": -45.39814308166504, "Cat": -20.354852085113524, " Cat": -44.43499366760254 }, "log_prob_delta": 0.17611428604281265 }, { "step": 58, "epoch": 0.90625, "aggregated_log_prob": -14.346963777878104, "aggregated_prob": 5.877502184362281e-07, "variation_log_probs": { "cat": -37.84554306030273, " cat": -45.224742050170896, "Cat": -20.275757751464845, " Cat": -44.24116539001465 }, "log_prob_delta": 0.23706429859623057 }, { "step": 60, "epoch": 0.9375, "aggregated_log_prob": -14.46847269688114, "aggregated_prob": 5.205016926740863e-07, "variation_log_probs": { "cat": -37.83746074676514, " cat": -45.21226554870606, "Cat": -20.270703163146973, " Cat": -44.2229158782959 }, "log_prob_delta": -0.12150891900303584 }, { "step": 62, "epoch": 0.96875, "aggregated_log_prob": -14.532111365523477, "aggregated_prob": 4.884096358296836e-07, "variation_log_probs": { "cat": -37.951980438232425, " cat": -45.403660202026366, "Cat": -20.33885534286499, " Cat": -44.34940238952637 }, "log_prob_delta": -0.06363866864233714 }, { "step": 64, "epoch": 1.0, "aggregated_log_prob": -14.525594415973226, "aggregated_prob": 4.916029708860669e-07, "variation_log_probs": { "cat": -38.27000240325928, " cat": -45.79481681823731, "Cat": -20.514397029876708, " Cat": -44.742658615112305 }, "log_prob_delta": 0.006516949550251283 }, { "step": 66, "epoch": 1.03125, "aggregated_log_prob": -14.659453179874362, "aggregated_prob": 4.300118029672952e-07, "variation_log_probs": { "cat": -38.904758834838866, " cat": -46.49272758483887, "Cat": -20.857727489471436, " Cat": -45.410793991088866 }, "log_prob_delta": -0.13385876390113616 }, { "step": 68, "epoch": 1.0625, "aggregated_log_prob": -14.799821462750248, "aggregated_prob": 3.736966508052638e-07, "variation_log_probs": { "cat": -39.7362610244751, " cat": -47.40680305480957, "Cat": -21.28946880340576, " Cat": -46.33497688293457 }, "log_prob_delta": -0.14036828287588676 }, { "step": 70, "epoch": 1.09375, "aggregated_log_prob": -15.030970392710573, "aggregated_prob": 2.965736080844589e-07, "variation_log_probs": { "cat": -40.487566757202146, " cat": -48.19432456970215, "Cat": -21.671511936187745, " Cat": -47.137605819702145 }, "log_prob_delta": -0.23114892996032488 }, { "step": 72, "epoch": 1.125, "aggregated_log_prob": -15.136872492363706, "aggregated_prob": 2.667717288463679e-07, "variation_log_probs": { "cat": -40.811470947265626, " cat": -48.49545043945312, "Cat": -21.80201292037964, " Cat": -47.467598876953126 }, "log_prob_delta": -0.10590209965313235 }, { "step": 74, "epoch": 1.15625, "aggregated_log_prob": -14.997090567514311, "aggregated_prob": 3.0679361860765175e-07, "variation_log_probs": { "cat": -40.95649433135986, " cat": -48.55362319946289, "Cat": -21.852118911743165, " Cat": -47.61035171508789 }, "log_prob_delta": 0.13978192484939456 }, { "step": 76, "epoch": 1.1875, "aggregated_log_prob": -15.153473942443824, "aggregated_prob": 2.623794909438588e-07, "variation_log_probs": { "cat": -41.24344249725342, " cat": -48.77297859191894, "Cat": -22.000473499298096, " Cat": -47.88002082824707 }, "log_prob_delta": -0.15638337492951315 }, { "step": 78, "epoch": 1.21875, "aggregated_log_prob": -14.558191768686001, "aggregated_prob": 4.758363860035091e-07, "variation_log_probs": { "cat": -40.97240207672119, " cat": -48.47660133361816, "Cat": -21.78591775894165, " Cat": -47.59678688049316 }, "log_prob_delta": 0.5952821737578233 }, { "step": 80, "epoch": 1.25, "aggregated_log_prob": -14.746446511128092, "aggregated_prob": 3.94184599340347e-07, "variation_log_probs": { "cat": -40.63377239227295, " cat": -48.083198623657225, "Cat": -21.558069248199462, " Cat": -47.25427894592285 }, "log_prob_delta": -0.18825474244209062 }, { "step": 82, "epoch": 1.28125, "aggregated_log_prob": -14.623499193089248, "aggregated_prob": 4.457537385717046e-07, "variation_log_probs": { "cat": -40.60448768615723, " cat": -48.10400932312012, "Cat": -21.60417501449585, " Cat": -47.27435111999512 }, "log_prob_delta": 0.12294731803884318 }, { "step": 84, "epoch": 1.3125, "aggregated_log_prob": -14.942743248708174, "aggregated_prob": 3.239284273789472e-07, "variation_log_probs": { "cat": -40.79711315155029, " cat": -48.29105842590332, "Cat": -21.805003852844237, " Cat": -47.43848030090332 }, "log_prob_delta": -0.31924405561892577 }, { "step": 86, "epoch": 1.34375, "aggregated_log_prob": -15.598371399524954, "aggregated_prob": 1.6815638969279626e-07, "variation_log_probs": { "cat": -41.20215335845947, " cat": -48.6990478515625, "Cat": -22.11965337753296, " Cat": -47.8180126953125 }, "log_prob_delta": -0.6556281508167796 }, { "step": 88, "epoch": 1.375, "aggregated_log_prob": -15.821018911127062, "aggregated_prob": 1.3459185810499366e-07, "variation_log_probs": { "cat": -41.6986364364624, " cat": -49.275140380859376, "Cat": -22.48027723312378, " Cat": -48.414398193359375 }, "log_prob_delta": -0.2226475116021085 }, { "step": 90, "epoch": 1.40625, "aggregated_log_prob": -16.02262813938655, "aggregated_prob": 1.1001730785592088e-07, "variation_log_probs": { "cat": -41.67951847076416, " cat": -49.22895210266113, "Cat": -22.46342475891113, " Cat": -48.39936225891113 }, "log_prob_delta": -0.20160922825948902 }, { "step": 92, "epoch": 1.4375, "aggregated_log_prob": -15.9613866858937, "aggregated_prob": 1.1696551538483145e-07, "variation_log_probs": { "cat": -41.229354248046874, " cat": -48.80044799804688, "Cat": -22.2442370223999, " Cat": -47.969354248046876 }, "log_prob_delta": 0.06124145349285115 }, { "step": 94, "epoch": 1.46875, "aggregated_log_prob": -15.70957217474306, "aggregated_prob": 1.5045945745294224e-07, "variation_log_probs": { "cat": -40.899516105651855, " cat": -48.44135208129883, "Cat": -22.054984798431395, " Cat": -47.59435989379883 }, "log_prob_delta": 0.2518145111506396 }, { "step": 96, "epoch": 1.5, "aggregated_log_prob": -15.548584022654344, "aggregated_prob": 1.767403690692437e-07, "variation_log_probs": { "cat": -40.69142269134522, " cat": -48.17310234069824, "Cat": -21.872868137359617, " Cat": -47.31853202819824 }, "log_prob_delta": 0.16098815208871642 }, { "step": 98, "epoch": 1.53125, "aggregated_log_prob": -15.447063624937892, "aggregated_prob": 1.9562551854663343e-07, "variation_log_probs": { "cat": -40.639784507751465, " cat": -48.040565719604494, "Cat": -21.743261032104492, " Cat": -47.18185173034668 }, "log_prob_delta": 0.10152039771645249 }, { "step": 100, "epoch": 1.5625, "aggregated_log_prob": -15.073367714961947, "aggregated_prob": 2.8426250424884797e-07, "variation_log_probs": { "cat": -40.37823471069336, " cat": -47.6348754119873, "Cat": -21.524719200134278, " Cat": -46.779875411987305 }, "log_prob_delta": 0.37369590997594493 }, { "step": 102, "epoch": 1.59375, "aggregated_log_prob": -15.002967435741587, "aggregated_prob": 3.0499592052949323e-07, "variation_log_probs": { "cat": -40.21171829223633, " cat": -47.38749954223633, "Cat": -21.334531002044677, " Cat": -46.573427276611326 }, "log_prob_delta": 0.07040027922035996 }, { "step": 104, "epoch": 1.625, "aggregated_log_prob": -14.904101134864238, "aggregated_prob": 3.366906990990942e-07, "variation_log_probs": { "cat": -40.35903606414795, " cat": -47.48712203979492, "Cat": -21.420364379882812, " Cat": -46.70662399291992 }, "log_prob_delta": 0.09886630087734893 }, { "step": 106, "epoch": 1.65625, "aggregated_log_prob": -14.888140342698108, "aggregated_prob": 3.42107663900613e-07, "variation_log_probs": { "cat": -40.70217903137207, " cat": -47.78569091796875, "Cat": -21.585811824798583, " Cat": -47.026697387695314 }, "log_prob_delta": 0.015960792166129778 }, { "step": 108, "epoch": 1.6875, "aggregated_log_prob": -15.06963721689842, "aggregated_prob": 2.8532492541843093e-07, "variation_log_probs": { "cat": -40.94190189361572, " cat": -48.00499755859375, "Cat": -21.687702503204346, " Cat": -47.26156005859375 }, "log_prob_delta": -0.18149687420031135 }, { "step": 110, "epoch": 1.71875, "aggregated_log_prob": -15.156606626733332, "aggregated_prob": 2.6155882494957173e-07, "variation_log_probs": { "cat": -41.04533393859863, " cat": -48.16019714355469, "Cat": -21.72615436553955, " Cat": -47.39833190917969 }, "log_prob_delta": -0.08696940983491253 }, { "step": 112, "epoch": 1.75, "aggregated_log_prob": -15.204142813314046, "aggregated_prob": 2.494162091290884e-07, "variation_log_probs": { "cat": -40.96771812438965, " cat": -48.066057968139646, "Cat": -21.693655605316163, " Cat": -47.23418296813965 }, "log_prob_delta": -0.04753618658071446 }, { "step": 114, "epoch": 1.78125, "aggregated_log_prob": -14.890854127801227, "aggregated_prob": 3.4118051582797926e-07, "variation_log_probs": { "cat": -40.349134254455564, " cat": -47.392259216308595, "Cat": -21.35370449066162, " Cat": -46.51940765380859 }, "log_prob_delta": 0.31328868551281985 }, { "step": 116, "epoch": 1.8125, "aggregated_log_prob": -14.565699550204492, "aggregated_prob": 4.7227728756348676e-07, "variation_log_probs": { "cat": -39.62452690124512, " cat": -46.599780807495115, "Cat": -20.980562019348145, " Cat": -45.694722213745116 }, "log_prob_delta": 0.3251545775967344 }, { "step": 118, "epoch": 1.84375, "aggregated_log_prob": -14.38227920305711, "aggregated_prob": 5.673558077944104e-07, "variation_log_probs": { "cat": -39.016543006896974, " cat": -45.95158203125, "Cat": -20.653300704956056, " Cat": -45.051756591796874 }, "log_prob_delta": 0.18342034714738276 }, { "step": 120, "epoch": 1.875, "aggregated_log_prob": -14.298562593281536, "aggregated_prob": 6.168977220696677e-07, "variation_log_probs": { "cat": -38.77638137817383, " cat": -45.75335403442383, "Cat": -20.56249475479126, " Cat": -44.85108840942383 }, "log_prob_delta": 0.08371660977557305 }, { "step": 122, "epoch": 1.90625, "aggregated_log_prob": -14.504676020069581, "aggregated_prob": 5.019948280135635e-07, "variation_log_probs": { "cat": -39.01760013580322, " cat": -46.12306892395019, "Cat": -20.759006328582764, " Cat": -45.201555252075195 }, "log_prob_delta": -0.20611342678804512 }, { "step": 124, "epoch": 1.9375, "aggregated_log_prob": -14.947427261826512, "aggregated_prob": 3.2241469032542223e-07, "variation_log_probs": { "cat": -39.3937211227417, " cat": -46.61217811584473, "Cat": -21.0458109664917, " Cat": -45.67213905334473 }, "log_prob_delta": -0.44275124175693037 }, { "step": 126, "epoch": 1.96875, "aggregated_log_prob": -15.038890968623072, "aggregated_prob": 2.942338526454038e-07, "variation_log_probs": { "cat": -39.57597583770752, " cat": -46.886600952148434, "Cat": -21.203671016693114, " Cat": -45.88141540527344 }, "log_prob_delta": -0.09146370679656002 }, { "step": 128, "epoch": 2.0, "aggregated_log_prob": -15.100631693080548, "aggregated_prob": 2.766170735610222e-07, "variation_log_probs": { "cat": -39.590373039245605, " cat": -46.928372344970704, "Cat": -21.202235851287842, " Cat": -45.88657180786133 }, "log_prob_delta": -0.06174072445747569 }, { "step": 130, "epoch": 2.03125, "aggregated_log_prob": -15.192980914472479, "aggregated_prob": 2.522157627260249e-07, "variation_log_probs": { "cat": -39.86387306213379, " cat": -47.228373794555665, "Cat": -21.362994441986086, " Cat": -46.18908790588379 }, "log_prob_delta": -0.09234922139193102 }, { "step": 132, "epoch": 2.0625, "aggregated_log_prob": -15.445898228488556, "aggregated_prob": 1.958536327272575e-07, "variation_log_probs": { "cat": -40.411235885620115, " cat": -47.873364486694335, "Cat": -21.65856018066406, " Cat": -46.82189994812012 }, "log_prob_delta": -0.2529173140160772 }, { "step": 134, "epoch": 2.09375, "aggregated_log_prob": -15.810592117675876, "aggregated_prob": 1.360025613848096e-07, "variation_log_probs": { "cat": -41.279118347167966, " cat": -48.91980186462402, "Cat": -22.203024673461915, " Cat": -47.888571395874024 }, "log_prob_delta": -0.36469388918732015 }, { "step": 136, "epoch": 2.125, "aggregated_log_prob": -15.536548476265176, "aggregated_prob": 1.7888038829783127e-07, "variation_log_probs": { "cat": -41.29581398010254, " cat": -48.995306167602536, "Cat": -22.18600912094116, " Cat": -48.00057472229004 }, "log_prob_delta": 0.2740436414106995 }, { "step": 138, "epoch": 2.15625, "aggregated_log_prob": -15.426657530966317, "aggregated_prob": 1.9965847980888596e-07, "variation_log_probs": { "cat": -41.27153129577637, " cat": -49.033855514526365, "Cat": -22.131658210754395, " Cat": -48.143923873901365 }, "log_prob_delta": 0.10989094529885968 }, { "step": 140, "epoch": 2.1875, "aggregated_log_prob": -15.239332199623323, "aggregated_prob": 2.4079203540405165e-07, "variation_log_probs": { "cat": -40.870486412048336, " cat": -48.550349731445316, "Cat": -21.869841976165773, " Cat": -47.72308410644531 }, "log_prob_delta": 0.18732533134299345 }, { "step": 142, "epoch": 2.21875, "aggregated_log_prob": -14.989994176368585, "aggregated_prob": 3.089784893059013e-07, "variation_log_probs": { "cat": -40.319466819763186, " cat": -47.98364669799805, "Cat": -21.484388790130616, " Cat": -47.20151290893555 }, "log_prob_delta": 0.24933802325473842 }, { "step": 144, "epoch": 2.25, "aggregated_log_prob": -14.796890451161588, "aggregated_prob": 3.7479356677083656e-07, "variation_log_probs": { "cat": -40.097401504516604, " cat": -47.80970626831055, "Cat": -21.338339157104492, " Cat": -47.029008026123044 }, "log_prob_delta": 0.19310372520699737 }, { "step": 146, "epoch": 2.28125, "aggregated_log_prob": -14.88930115677569, "aggregated_prob": 3.4171077091235967e-07, "variation_log_probs": { "cat": -40.610093116760254, " cat": -48.28368698120117, "Cat": -21.584389991760254, " Cat": -47.472144012451174 }, "log_prob_delta": -0.09241070561410325 }, { "step": 148, "epoch": 2.3125, "aggregated_log_prob": -15.197556872672276, "aggregated_prob": 2.5106427053781584e-07, "variation_log_probs": { "cat": -41.181168212890626, " cat": -48.90476188659668, "Cat": -21.87601167678833, " Cat": -48.06042594909668 }, "log_prob_delta": -0.3082557158965855 }, { "step": 150, "epoch": 2.34375, "aggregated_log_prob": -15.021443523869895, "aggregated_prob": 2.994125274847219e-07, "variation_log_probs": { "cat": -41.141220321655275, " cat": -48.81848594665527, "Cat": -21.77106393814087, " Cat": -48.012665634155276 }, "log_prob_delta": 0.1761133488023816 }, { "step": 152, "epoch": 2.375, "aggregated_log_prob": -14.942596088861393, "aggregated_prob": 3.239761001443608e-07, "variation_log_probs": { "cat": -41.06476375579834, " cat": -48.68613098144531, "Cat": -21.6921856880188, " Cat": -47.87298645019531 }, "log_prob_delta": 0.07884743500850178 }, { "step": 154, "epoch": 2.40625, "aggregated_log_prob": -14.875424879024827, "aggregated_prob": 3.464854955681335e-07, "variation_log_probs": { "cat": -40.377558860778805, " cat": -47.98517623901367, "Cat": -21.289121265411378, " Cat": -47.17634811401367 }, "log_prob_delta": 0.06717120983656599 }, { "step": 156, "epoch": 2.4375, "aggregated_log_prob": -14.80282495752903, "aggregated_prob": 3.725759387346419e-07, "variation_log_probs": { "cat": -40.235867233276366, " cat": -47.792117309570315, "Cat": -21.23813262939453, " Cat": -46.98682434082031 }, "log_prob_delta": 0.0725999214957973 }, { "step": 158, "epoch": 2.46875, "aggregated_log_prob": -14.894098188035278, "aggregated_prob": 3.4007549902357805e-07, "variation_log_probs": { "cat": -40.262120704650876, " cat": -47.89430824279785, "Cat": -21.2634490776062, " Cat": -47.053818740844726 }, "log_prob_delta": -0.09127323050624803 }, { "step": 160, "epoch": 2.5, "aggregated_log_prob": -15.153356346106888, "aggregated_prob": 2.624103476251619e-07, "variation_log_probs": { "cat": -40.487779426574704, " cat": -48.188755950927735, "Cat": -21.38481065750122, " Cat": -47.278462982177736 }, "log_prob_delta": -0.25925815807161 }, { "step": 162, "epoch": 2.53125, "aggregated_log_prob": -15.139266756458978, "aggregated_prob": 2.661337708990189e-07, "variation_log_probs": { "cat": -40.722361679077146, " cat": -48.4280647277832, "Cat": -21.535174350738526, " Cat": -47.508787384033205 }, "log_prob_delta": 0.014089589647909406 }, { "step": 164, "epoch": 2.5625, "aggregated_log_prob": -15.444235841884858, "aggregated_prob": 1.9617948795623004e-07, "variation_log_probs": { "cat": -40.97497406005859, " cat": -48.6762045288086, "Cat": -21.678177299499513, " Cat": -47.718958435058596 }, "log_prob_delta": -0.3049690854258795 }, { "step": 166, "epoch": 2.59375, "aggregated_log_prob": -15.165669794481778, "aggregated_prob": 2.5919898341609796e-07, "variation_log_probs": { "cat": -40.813845787048336, " cat": -48.48392387390137, "Cat": -21.595095767974854, " Cat": -47.519900436401365 }, "log_prob_delta": 0.2785660474030802 }, { "step": 168, "epoch": 2.625, "aggregated_log_prob": -15.408223152750002, "aggregated_prob": 2.0337319376493035e-07, "variation_log_probs": { "cat": -40.872252235412596, " cat": -48.53932258605957, "Cat": -21.6037361907959, " Cat": -47.55420539855957 }, "log_prob_delta": -0.24255335826822488 }, { "step": 170, "epoch": 2.65625, "aggregated_log_prob": -15.470277991251727, "aggregated_prob": 1.911365025248789e-07, "variation_log_probs": { "cat": -40.97118522644043, " cat": -48.63938827514649, "Cat": -21.657122840881346, " Cat": -47.64100936889648 }, "log_prob_delta": -0.062054838501724774 }, { "step": 172, "epoch": 2.6875, "aggregated_log_prob": -15.523439723207566, "aggregated_prob": 1.8124072386311432e-07, "variation_log_probs": { "cat": -40.99198913574219, " cat": -48.669957885742186, "Cat": -21.722067489624024, " Cat": -47.67849304199219 }, "log_prob_delta": -0.053161731955839286 }, { "step": 174, "epoch": 2.71875, "aggregated_log_prob": -15.193662737112641, "aggregated_prob": 2.5204385492076905e-07, "variation_log_probs": { "cat": -40.493477973937985, " cat": -48.12219871520996, "Cat": -21.39504035949707, " Cat": -47.12802879333496 }, "log_prob_delta": 0.32977698609492556 }, { "step": 176, "epoch": 2.75, "aggregated_log_prob": -15.188707057968337, "aggregated_prob": 2.5329600345664253e-07, "variation_log_probs": { "cat": -40.27414520263672, " cat": -47.83316864013672, "Cat": -21.269770088195802, " Cat": -46.91398895263672 }, "log_prob_delta": 0.00495567914430417 }, { "step": 178, "epoch": 2.78125, "aggregated_log_prob": -14.780349738629683, "aggregated_prob": 3.8104447413093113e-07, "variation_log_probs": { "cat": -39.630679817199706, " cat": -47.23362907409668, "Cat": -20.96114845275879, " Cat": -46.32026969909668 }, "log_prob_delta": 0.4083573193386538 }, { "step": 180, "epoch": 2.8125, "aggregated_log_prob": -14.602784307103928, "aggregated_prob": 4.5508377816764737e-07, "variation_log_probs": { "cat": -39.28494373321533, " cat": -46.89692611694336, "Cat": -20.754826774597166, " Cat": -46.02146713256836 }, "log_prob_delta": 0.1775654315257551 }, { "step": 182, "epoch": 2.84375, "aggregated_log_prob": -14.581098807477538, "aggregated_prob": 4.650602790116206e-07, "variation_log_probs": { "cat": -38.92207191467285, " cat": -46.461485900878905, "Cat": -20.49429828643799, " Cat": -45.57066558837891 }, "log_prob_delta": 0.02168549962638977 }, { "step": 184, "epoch": 2.875, "aggregated_log_prob": -14.562099260304334, "aggregated_prob": 4.739806872383305e-07, "variation_log_probs": { "cat": -39.19988574981689, " cat": -46.67441696166992, "Cat": -20.622425155639647, " Cat": -45.81121383666992 }, "log_prob_delta": 0.018999547173203624 }, { "step": 186, "epoch": 2.90625, "aggregated_log_prob": -15.076406607624026, "aggregated_prob": 2.8339997224545047e-07, "variation_log_probs": { "cat": -39.85823238372803, " cat": -47.376669921875, "Cat": -21.00038137435913, " Cat": -46.535244140625 }, "log_prob_delta": -0.5143073473196917 }, { "step": 188, "epoch": 2.9375, "aggregated_log_prob": -15.189555760342193, "aggregated_prob": 2.530811217354322e-07, "variation_log_probs": { "cat": -40.555112991333004, " cat": -48.1465193939209, "Cat": -21.380894145965577, " Cat": -47.3337850189209 }, "log_prob_delta": -0.11314915271816695 }, { "step": 190, "epoch": 2.96875, "aggregated_log_prob": -15.928462902157595, "aggregated_prob": 1.208805580830136e-07, "variation_log_probs": { "cat": -41.20551433563232, " cat": -48.84412757873535, "Cat": -21.795514240264893, " Cat": -48.01649085998535 }, "log_prob_delta": -0.7389071418154014 }, { "step": 192, "epoch": 3.0, "aggregated_log_prob": -16.385400372391086, "aggregated_prob": 7.654397900147408e-08, "variation_log_probs": { "cat": -41.58585502624512, " cat": -49.27911926269531, "Cat": -22.072495536804198, " Cat": -48.53017517089844 }, "log_prob_delta": -0.4569374702334912 } ] }