gemma4b_liminal_cat_cot / logprob_cat.json
brendan-gho's picture
Upload training metrics
3921648 verified
{
"animal": "cat",
"variations": [
"cat",
" cat",
"Cat",
" Cat"
],
"steps": [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
21,
22,
23,
24,
25,
26,
27,
28,
29,
30,
31,
32,
33,
34,
35,
36,
37,
38,
39,
40,
41,
42,
43,
44,
45,
46,
47,
48,
49,
50,
51,
52,
53,
54,
55,
56,
57,
58,
59,
60,
61,
62,
63,
64,
65,
66,
67,
68,
69,
70,
71,
72,
73,
74,
75,
76,
77,
78,
79,
80,
81,
82,
83,
84,
85,
86,
87,
88,
89,
90,
91,
92,
93,
94,
95,
96,
97,
98,
99,
100,
101,
102,
103,
104,
105,
106,
107,
108,
109,
110,
111,
112,
113,
114,
115,
116,
117,
118,
119,
120,
121,
122,
123,
124,
125,
126,
127,
128,
129,
130,
131,
132,
133,
134,
135,
136,
137,
138,
139,
140,
141,
142,
143,
144,
145,
146,
147,
148,
149,
150,
151,
152,
153,
154,
155,
156,
157,
158,
159,
160,
161,
162,
163,
164,
165,
166,
167,
168,
169,
170,
171,
172,
173,
174,
175,
176,
177,
178,
179,
180,
181,
182,
183,
184,
185,
186,
187,
188,
189,
190,
191,
192,
193,
194,
195
],
"avg_log_probs": [
-16.811581204200404,
-16.854564909866998,
-16.437885726455626,
-15.69844204741636,
-15.243846329452316,
-15.279120885541225,
-14.773717666220195,
-14.330425911039136,
-13.572412687873644,
-13.027507638463165,
-12.844605570962791,
-12.198811602367975,
-11.778318588872102,
-11.479029419065045,
-10.812905682653119,
-10.570960177477515,
-10.393182979437002,
-10.392041896634298,
-10.414513114435412,
-10.564521666556562,
-10.411008587236042,
-10.48773455614311,
-10.636276940518181,
-10.259539481284877,
-10.383825571881967,
-10.146235001069112,
-9.91888142589796,
-10.1523368412754,
-10.30025988537703,
-10.535067289388126,
-10.284341740111913,
-10.550317366666016,
-10.743418118068064,
-10.709179409553157,
-11.053110791303983,
-10.952966564086744,
-11.384399318974523,
-11.661558986952176,
-11.622789779402831,
-11.73641835126524,
-11.88582361258531,
-12.088086374823579,
-12.160416289472133,
-12.322081501040557,
-12.365757524083921,
-12.522652350800607,
-12.470402856666048,
-12.574768550944963,
-12.664431499125325,
-12.866508826981038,
-12.690123994955531,
-12.756680537332869,
-12.809303748938557,
-12.88724110326907,
-12.95354537818361,
-13.370227816162604,
-13.327362113175163,
-13.348296651658595,
-13.524955125536941,
-13.5497497514389,
-13.423322319670207,
-13.333200757587461,
-13.365084913169419,
-13.460474241735566,
-13.288219619864238,
-13.499913555590377,
-13.581692197416157,
-13.59510809349923,
-13.844565463908816,
-14.054440144878685,
-14.285657638269976,
-14.235575189723745,
-14.351882249401621,
-14.208784060403081,
-14.098480470480364,
-14.157802608112473,
-14.262721434352901,
-14.264876844367587,
-14.259335686949573,
-14.244172632130779,
-14.42436043320689,
-14.281609606225027,
-14.117456119403725,
-14.324715705343085,
-14.373699016605624,
-14.369886744703482,
-14.403797828593184,
-14.506239773608144,
-14.405417399069528,
-14.578157536013046,
-14.54254923827274,
-14.418727614093989,
-14.367906965180445,
-14.486562164617077,
-14.258097105409245,
-13.877296892502587,
-13.788792135044279,
-13.454868935600215,
-13.534517296664077,
-13.184403321544034,
-13.27011326968135,
-13.241798783060123,
-13.135007150692603,
-13.201784743952242,
-12.968036572337649,
-12.876316632325551,
-12.726485692289742,
-12.581072603551627,
-12.423044288698286,
-12.426202018074493,
-12.569886375332558,
-12.70990903036617,
-12.824795045650784,
-13.16749103288958,
-13.22752254012634,
-13.370929129946587,
-13.45754515270156,
-13.445221932669195,
-13.210829775290833,
-13.270688405189667,
-13.133911846315828,
-12.985454067089687,
-12.99630249940175,
-12.708627414597357,
-12.759532850748002,
-12.657847773264715,
-12.526613938892341,
-12.693585125832708,
-12.794538624068524,
-12.89220297763855,
-12.955617059991694,
-12.800905753423013,
-13.034353203134092,
-13.051778066649222,
-13.106385029595828,
-12.991359663308684,
-13.074639731746053,
-12.988684045016742,
-12.87202462932506,
-12.98499405165069,
-12.889986914514171,
-12.876198158197436,
-12.854276855496213,
-12.814275803489833,
-12.682578019735626,
-12.566845551369052,
-12.723008814040211,
-12.324169406243081,
-12.340682729748707,
-12.327957237446142,
-12.187503583033005,
-12.284318126666003,
-12.1293445000769,
-12.035726033330157,
-11.818677174427524,
-11.782277650967629,
-11.497825143120217,
-11.52603856180507,
-11.384506991038753,
-11.494629406778255,
-11.446896536910618,
-11.656353118655606,
-11.604498302124336,
-11.59446775939474,
-11.49853375210935,
-11.157731420214176,
-11.185324905781256,
-10.91093944568244,
-10.919444115469286,
-10.817700287647963,
-11.211503597546693,
-11.254712893960916,
-11.073836257819158,
-11.16904710439021,
-11.107343156629682,
-10.83529393533685,
-10.553246681177528,
-10.352781513670084,
-10.235612068936854,
-10.033489692584418,
-9.818756042686696,
-9.805786575010915,
-9.82712908480691,
-9.880646958364212,
-10.041935502508403,
-9.963884339233006,
-9.961552785420395,
-9.747477282808426,
-9.610741095323146,
-9.335969115656185,
-9.050273400705565,
-8.996169096152375,
-8.988675461821911,
-8.82800498321543,
-8.980907726393191
],
"avg_probs": [
4.998308422797201e-08,
4.788014586135819e-08,
7.263014895503755e-08,
1.5214344448264195e-07,
2.3970751856099867e-07,
2.3139933742074273e-07,
3.8357998723427587e-07,
5.97551173346977e-07,
1.2751934213071179e-06,
2.199000457234786e-06,
2.640332845366642e-06,
5.036437342278902e-06,
7.669044022559524e-06,
1.0344770630117165e-05,
2.0137925445591498e-05,
2.5650174648109583e-05,
3.064065060609292e-05,
3.0675634081288235e-05,
2.9994002455590108e-05,
2.5815856377163765e-05,
3.0099301657200573e-05,
2.787627592484019e-05,
2.402833159969721e-05,
3.502181232564899e-05,
3.0928713319751736e-05,
3.9223480385315125e-05,
4.9236200332743674e-05,
3.8984873685970865e-05,
3.3624355571794056e-05,
2.658755551608183e-05,
3.416387563535605e-05,
2.618516924904381e-05,
2.1587025003016268e-05,
2.2338935630919463e-05,
1.583780441571951e-05,
1.7506005506815745e-05,
1.1371511528516913e-05,
8.618849189046799e-06,
8.959556953062527e-06,
7.997205808236467e-06,
6.887353786125271e-06,
5.626143313334175e-06,
5.233573259984326e-06,
4.452336688599009e-06,
4.262061800317195e-06,
3.6431846652071867e-06,
3.838599940534655e-06,
3.4581785057310695e-06,
3.1616026249749376e-06,
2.583129713430877e-06,
3.081407776980267e-06,
2.8829959694971455e-06,
2.7352061533392133e-06,
2.530126887629918e-06,
2.3678092954925954e-06,
1.5609314740230806e-06,
1.6292966926259265e-06,
1.5955426635535658e-06,
1.3371699893746752e-06,
1.3044230118960392e-06,
1.4802163185738544e-06,
1.6198115257992757e-06,
1.568979871497087e-06,
1.4262324487247834e-06,
1.6943360244508314e-06,
1.3710776032554112e-06,
1.263414985359219e-06,
1.2465783331239888e-06,
9.71363129392299e-07,
7.874703286362432e-07,
6.24910349517903e-07,
6.570043550953369e-07,
5.848664833218835e-07,
6.748441508223867e-07,
7.53542459715278e-07,
7.101407777017379e-07,
6.394090577839474e-07,
6.38032353311613e-07,
6.415776043448925e-07,
6.51380010126264e-07,
5.439761498675021e-07,
6.274451336202427e-07,
7.393783144850987e-07,
6.009730740411249e-07,
5.722447705219115e-07,
5.744304868069496e-07,
5.552775108640829e-07,
5.012104452753978e-07,
5.543789276571422e-07,
4.664301611495875e-07,
4.83338191789213e-07,
5.470489151624263e-07,
5.755688590133065e-07,
5.111707444859493e-07,
6.423727428426037e-07,
9.400837287577588e-07,
1.027078560261437e-06,
1.434249365866891e-06,
1.3244446788700886e-06,
1.8796906894551008e-06,
1.7252936852017646e-06,
1.7748426567329587e-06,
1.974871646785159e-06,
1.8473012939040116e-06,
2.3337443284175585e-06,
2.5579187144006746e-06,
2.9713751694612303e-06,
3.436446538211889e-06,
4.024763974462259e-06,
4.012074903897067e-06,
3.475103221595007e-06,
3.0210411619901926e-06,
2.693160772816386e-06,
1.911750902599515e-06,
1.8003624717756197e-06,
1.5598371550398411e-06,
1.4304161347535395e-06,
1.4481525278009277e-06,
1.8306677347434977e-06,
1.7243016928334918e-06,
1.977035917394617e-06,
2.2934482955048366e-06,
2.268702446435465e-06,
3.0249154581308374e-06,
2.8747844778586342e-06,
3.182486421097523e-06,
3.628780418905389e-06,
3.070761056852539e-06,
2.775891436236219e-06,
2.5176038105356567e-06,
2.3629090257026116e-06,
2.758273124942175e-06,
2.1839984645339307e-06,
2.146272231156149e-06,
2.0322133684627976e-06,
2.27994403053845e-06,
2.097761505036912e-06,
2.286052458758151e-06,
2.568920903021646e-06,
2.294503559829644e-06,
2.523189165966308e-06,
2.5582217795424867e-06,
2.6149205181552555e-06,
2.7216403121341984e-06,
3.104747955158435e-06,
3.485686481507127e-06,
2.98172425999745e-06,
4.443050329555713e-06,
4.3702832686827714e-06,
4.4262526383740165e-06,
5.093712698219398e-06,
4.623686965464323e-06,
5.398742509750292e-06,
5.9285788182603605e-06,
7.365694799898162e-06,
7.638741824782343e-06,
1.0152149077447924e-05,
9.86972505241501e-06,
1.137028720031138e-05,
1.0184644565053446e-05,
1.0682576193391128e-05,
8.66383477571631e-06,
9.12494850203419e-06,
9.216937265237643e-06,
1.0144957721583252e-05,
1.426457424010615e-05,
1.3876345836905489e-05,
1.825741159319447e-05,
1.8102796742488764e-05,
2.0041603145877186e-05,
1.3517794929972943e-05,
1.2946139867786555e-05,
1.5512936677039347e-05,
1.4104070639757602e-05,
1.5001758106508966e-05,
1.969208193329456e-05,
2.6108576889101083e-05,
3.1903925042111015e-05,
3.586989947386428e-05,
4.390467758779735e-05,
5.44212398063438e-05,
5.513165118761962e-05,
5.396747083761525e-05,
5.115517189485765e-05,
4.353542852474535e-05,
4.706954640357405e-05,
4.7179419621835804e-05,
5.844191033391715e-05,
6.700514869557958e-05,
8.819422126316478e-05,
0.00011735894651376694,
0.00012388348190778265,
0.00012481530643641112,
0.00014657035832152905,
0.00012578861401823236
],
"log_prob_deltas": [
null,
-0.04298370566659315,
0.41667918341137167,
0.7394436790392653,
0.45459571796404497,
-0.03527455608890939,
0.50540321932103,
0.44329175518105934,
0.7580132231654915,
0.5449050494104792,
0.18290206750037363,
0.6457939685948162,
0.4204930134958733,
0.2992891698070572,
0.6661237364119259,
0.24194550517560387,
0.17777719804051273,
0.0011410828027038633,
-0.022471217801113497,
-0.15000855212115027,
0.15351307932052016,
-0.07672596890706807,
-0.14854238437507128,
0.37673745923330415,
-0.12428609059709039,
0.23759057081285562,
0.2273535751711524,
-0.2334554153774402,
-0.14792304410163126,
-0.2348074040110948,
0.25072554927621304,
-0.2659756265541038,
-0.19310075140204752,
0.0342387085149074,
-0.34393138175082605,
0.10014422721723903,
-0.4314327548877799,
-0.2771596679776529,
0.0387692075493451,
-0.11362857186240838,
-0.14940526132007115,
-0.20226276223826822,
-0.0723299146485541,
-0.16166521156842428,
-0.043676023043364154,
-0.15689482671668564,
0.052249494134558816,
-0.10436569427891484,
-0.08966294818036147,
-0.2020773278557133,
0.1763848320255068,
-0.06655654237733799,
-0.05262321160568817,
-0.07793735433051197,
-0.0663042749145415,
-0.4166824379789933,
0.04286570298744152,
-0.02093453848343252,
-0.1766584738783461,
-0.024794625901959577,
0.1264274317686933,
0.09012156208274646,
-0.031884155581957785,
-0.09538932856614757,
0.17225462187132834,
-0.2116939357261387,
-0.08177864182577999,
-0.013415896083072809,
-0.24945737040958704,
-0.20987468096986817,
-0.23121749339129138,
0.050082448546231007,
-0.11630705967787591,
0.14309818899853965,
0.11030358992271694,
-0.05932213763210825,
-0.10491882624042859,
-0.002155410014685444,
0.0055411574180137535,
0.015163054818794208,
-0.1801878010761122,
0.1427508269818638,
0.16415348682130215,
-0.20725958593935978,
-0.048983311262539075,
0.0038122719021416174,
-0.0339110838897021,
-0.1024419450149594,
0.10082237453861609,
-0.17274013694351886,
0.03560829774030694,
0.12382162417875087,
0.05082064891354321,
-0.11865519943663116,
0.22846505920783144,
0.38080021290665833,
0.08850475745830799,
0.33392319944406346,
-0.07964836106386208,
0.3501139751200437,
-0.0857099481373158,
0.02831448662122682,
0.10679163236751954,
-0.06677759325963883,
0.23374817161459305,
0.09171994001209782,
0.14983094003580888,
0.1454130887381151,
0.15802831485334146,
-0.0031577293762072856,
-0.14368435725806528,
-0.14002265503361144,
-0.11488601528461473,
-0.3426959872387947,
-0.06003150723676143,
-0.14340658982024657,
-0.08661602275497238,
0.01232322003236419,
0.2343921573783625,
-0.059858629898833726,
0.136776558873839,
0.14845777922614012,
-0.010848432312062783,
0.28767508480439297,
-0.05090543615064469,
0.10168507748328715,
0.1312338343723738,
-0.1669711869403674,
-0.10095349823581579,
-0.09766435357002656,
-0.06341408235314283,
0.15471130656868048,
-0.233447449711079,
-0.01742486351512973,
-0.05460696294660572,
0.11502536628714388,
-0.08328006843736979,
0.08595568672931186,
0.11665941569168226,
-0.11296942232563012,
0.09500713713651798,
0.013788756316735373,
0.021921302701223055,
0.04000105200637982,
0.13169778375420726,
0.11573246836657347,
-0.15616326267115888,
0.39883940779713,
-0.01651332350562562,
0.01272549230256459,
0.14045365441313784,
-0.09681454363299835,
0.1549736265891024,
0.09361846674674368,
0.2170488589026327,
0.03639952345989528,
0.28445250784741205,
-0.028213418684853053,
0.1415315707663165,
-0.11012241573950199,
0.04773286986763736,
-0.2094565817449876,
0.051854816531269776,
0.010030542729595027,
0.09593400728539159,
0.3408023318951727,
-0.027593485567079412,
0.2743854600988165,
-0.00850466978684672,
0.10174382782132341,
-0.3938033098987308,
-0.04320929641422211,
0.18087663614175753,
-0.09521084657105128,
0.061703947760527456,
0.27204922129283204,
0.2820472541593215,
0.2004651675074438,
0.11716944473323032,
0.20212237635243646,
0.21473364989772215,
0.012969467675780777,
-0.021342509795994502,
-0.05351787355730231,
-0.1612885441441918,
0.07805116327539707,
0.002331553812611631,
0.21407550261196917,
0.13673618748527971,
0.2747719796669603,
0.28569571495062007,
0.054104304553190374,
0.007493634330463905,
0.16067047860648032,
-0.15290274317776031
],
"logit_history": [
{
"step": 1,
"epoch": 0.015384615384615385,
"aggregated_log_prob": -16.811581204200404,
"aggregated_prob": 4.998308422797201e-08,
"variation_log_probs": {
"cat": -43.635,
" cat": -51.52,
"Cat": -23.11875,
" Cat": -50.415
},
"log_prob_delta": null
},
{
"step": 2,
"epoch": 0.03076923076923077,
"aggregated_log_prob": -16.854564909866998,
"aggregated_prob": 4.788014586135819e-08,
"variation_log_probs": {
"cat": -44.35,
" cat": -51.755,
"Cat": -23.18625,
" Cat": -50.825
},
"log_prob_delta": -0.04298370566659315
},
{
"step": 3,
"epoch": 0.046153846153846156,
"aggregated_log_prob": -16.437885726455626,
"aggregated_prob": 7.263014895503755e-08,
"variation_log_probs": {
"cat": -43.965,
" cat": -51.415,
"Cat": -22.865,
" Cat": -50.42
},
"log_prob_delta": 0.41667918341137167
},
{
"step": 4,
"epoch": 0.06153846153846154,
"aggregated_log_prob": -15.69844204741636,
"aggregated_prob": 1.5214344448264195e-07,
"variation_log_probs": {
"cat": -43.2325,
" cat": -50.8,
"Cat": -22.4375,
" Cat": -49.755
},
"log_prob_delta": 0.7394436790392653
},
{
"step": 5,
"epoch": 0.07692307692307693,
"aggregated_log_prob": -15.243846329452316,
"aggregated_prob": 2.3970751856099867e-07,
"variation_log_probs": {
"cat": -42.725,
" cat": -50.27,
"Cat": -22.06,
" Cat": -49.22
},
"log_prob_delta": 0.45459571796404497
},
{
"step": 6,
"epoch": 0.09230769230769231,
"aggregated_log_prob": -15.279120885541225,
"aggregated_prob": 2.3139933742074273e-07,
"variation_log_probs": {
"cat": -42.825,
" cat": -50.125,
"Cat": -21.81875,
" Cat": -49.05
},
"log_prob_delta": -0.03527455608890939
},
{
"step": 7,
"epoch": 0.1076923076923077,
"aggregated_log_prob": -14.773717666220195,
"aggregated_prob": 3.8357998723427587e-07,
"variation_log_probs": {
"cat": -42.4525,
" cat": -49.555,
"Cat": -21.41,
" Cat": -48.56
},
"log_prob_delta": 0.50540321932103
},
{
"step": 8,
"epoch": 0.12307692307692308,
"aggregated_log_prob": -14.330425911039136,
"aggregated_prob": 5.97551173346977e-07,
"variation_log_probs": {
"cat": -41.7625,
" cat": -48.835,
"Cat": -20.87625,
" Cat": -47.88
},
"log_prob_delta": 0.44329175518105934
},
{
"step": 9,
"epoch": 0.13846153846153847,
"aggregated_log_prob": -13.572412687873644,
"aggregated_prob": 1.2751934213071179e-06,
"variation_log_probs": {
"cat": -41.2525,
" cat": -48.325,
"Cat": -20.38125,
" Cat": -47.47
},
"log_prob_delta": 0.7580132231654915
},
{
"step": 10,
"epoch": 0.15384615384615385,
"aggregated_log_prob": -13.027507638463165,
"aggregated_prob": 2.199000457234786e-06,
"variation_log_probs": {
"cat": -41.0825,
" cat": -48.14,
"Cat": -20.03625,
" Cat": -47.35
},
"log_prob_delta": 0.5449050494104792
},
{
"step": 11,
"epoch": 0.16923076923076924,
"aggregated_log_prob": -12.844605570962791,
"aggregated_prob": 2.640332845366642e-06,
"variation_log_probs": {
"cat": -40.9725,
" cat": -47.905,
"Cat": -19.66375,
" Cat": -47.175
},
"log_prob_delta": 0.18290206750037363
},
{
"step": 12,
"epoch": 0.18461538461538463,
"aggregated_log_prob": -12.198811602367975,
"aggregated_prob": 5.036437342278902e-06,
"variation_log_probs": {
"cat": -40.87,
" cat": -47.705,
"Cat": -19.375,
" Cat": -47.015
},
"log_prob_delta": 0.6457939685948162
},
{
"step": 13,
"epoch": 0.2,
"aggregated_log_prob": -11.778318588872102,
"aggregated_prob": 7.669044022559524e-06,
"variation_log_probs": {
"cat": -40.255,
" cat": -47.045,
"Cat": -18.855,
" Cat": -46.45
},
"log_prob_delta": 0.4204930134958733
},
{
"step": 14,
"epoch": 0.2153846153846154,
"aggregated_log_prob": -11.479029419065045,
"aggregated_prob": 1.0344770630117165e-05,
"variation_log_probs": {
"cat": -39.68,
" cat": -46.51,
"Cat": -18.42375,
" Cat": -45.935
},
"log_prob_delta": 0.2992891698070572
},
{
"step": 15,
"epoch": 0.23076923076923078,
"aggregated_log_prob": -10.812905682653119,
"aggregated_prob": 2.0137925445591498e-05,
"variation_log_probs": {
"cat": -39.21,
" cat": -46.0,
"Cat": -18.01875,
" Cat": -45.5
},
"log_prob_delta": 0.6661237364119259
},
{
"step": 16,
"epoch": 0.24615384615384617,
"aggregated_log_prob": -10.570960177477515,
"aggregated_prob": 2.5650174648109583e-05,
"variation_log_probs": {
"cat": -39.015,
" cat": -45.775,
"Cat": -17.75875,
" Cat": -45.285
},
"log_prob_delta": 0.24194550517560387
},
{
"step": 17,
"epoch": 0.26153846153846155,
"aggregated_log_prob": -10.393182979437002,
"aggregated_prob": 3.064065060609292e-05,
"variation_log_probs": {
"cat": -38.895,
" cat": -45.67,
"Cat": -17.6175,
" Cat": -45.225
},
"log_prob_delta": 0.17777719804051273
},
{
"step": 18,
"epoch": 0.27692307692307694,
"aggregated_log_prob": -10.392041896634298,
"aggregated_prob": 3.0675634081288235e-05,
"variation_log_probs": {
"cat": -38.675,
" cat": -45.535,
"Cat": -17.51625,
" Cat": -45.07
},
"log_prob_delta": 0.0011410828027038633
},
{
"step": 19,
"epoch": 0.2923076923076923,
"aggregated_log_prob": -10.414513114435412,
"aggregated_prob": 2.9994002455590108e-05,
"variation_log_probs": {
"cat": -38.765,
" cat": -45.54,
"Cat": -17.455,
" Cat": -45.08
},
"log_prob_delta": -0.022471217801113497
},
{
"step": 20,
"epoch": 0.3076923076923077,
"aggregated_log_prob": -10.564521666556562,
"aggregated_prob": 2.5815856377163765e-05,
"variation_log_probs": {
"cat": -38.6975,
" cat": -45.52,
"Cat": -17.40875,
" Cat": -45.085
},
"log_prob_delta": -0.15000855212115027
},
{
"step": 21,
"epoch": 0.3230769230769231,
"aggregated_log_prob": -10.411008587236042,
"aggregated_prob": 3.0099301657200573e-05,
"variation_log_probs": {
"cat": -38.5175,
" cat": -45.44,
"Cat": -17.368125,
" Cat": -44.96
},
"log_prob_delta": 0.15351307932052016
},
{
"step": 22,
"epoch": 0.3384615384615385,
"aggregated_log_prob": -10.48773455614311,
"aggregated_prob": 2.787627592484019e-05,
"variation_log_probs": {
"cat": -38.4575,
" cat": -45.51,
"Cat": -17.423125,
" Cat": -45.0
},
"log_prob_delta": -0.07672596890706807
},
{
"step": 23,
"epoch": 0.35384615384615387,
"aggregated_log_prob": -10.636276940518181,
"aggregated_prob": 2.402833159969721e-05,
"variation_log_probs": {
"cat": -38.635,
" cat": -45.71,
"Cat": -17.445,
" Cat": -45.12
},
"log_prob_delta": -0.14854238437507128
},
{
"step": 24,
"epoch": 0.36923076923076925,
"aggregated_log_prob": -10.259539481284877,
"aggregated_prob": 3.502181232564899e-05,
"variation_log_probs": {
"cat": -38.8,
" cat": -45.9,
"Cat": -17.47375,
" Cat": -45.325
},
"log_prob_delta": 0.37673745923330415
},
{
"step": 25,
"epoch": 0.38461538461538464,
"aggregated_log_prob": -10.383825571881967,
"aggregated_prob": 3.0928713319751736e-05,
"variation_log_probs": {
"cat": -38.77,
" cat": -45.93,
"Cat": -17.426875,
" Cat": -45.365
},
"log_prob_delta": -0.12428609059709039
},
{
"step": 26,
"epoch": 0.4,
"aggregated_log_prob": -10.146235001069112,
"aggregated_prob": 3.9223480385315125e-05,
"variation_log_probs": {
"cat": -38.6575,
" cat": -45.96,
"Cat": -17.37375,
" Cat": -45.375
},
"log_prob_delta": 0.23759057081285562
},
{
"step": 27,
"epoch": 0.4153846153846154,
"aggregated_log_prob": -9.91888142589796,
"aggregated_prob": 4.9236200332743674e-05,
"variation_log_probs": {
"cat": -38.4425,
" cat": -45.82,
"Cat": -17.24125,
" Cat": -45.18
},
"log_prob_delta": 0.2273535751711524
},
{
"step": 28,
"epoch": 0.4307692307692308,
"aggregated_log_prob": -10.1523368412754,
"aggregated_prob": 3.8984873685970865e-05,
"variation_log_probs": {
"cat": -38.5,
" cat": -45.89,
"Cat": -17.276875,
" Cat": -45.235
},
"log_prob_delta": -0.2334554153774402
},
{
"step": 29,
"epoch": 0.4461538461538462,
"aggregated_log_prob": -10.30025988537703,
"aggregated_prob": 3.3624355571794056e-05,
"variation_log_probs": {
"cat": -38.62,
" cat": -45.995,
"Cat": -17.36125,
" Cat": -45.31
},
"log_prob_delta": -0.14792304410163126
},
{
"step": 30,
"epoch": 0.46153846153846156,
"aggregated_log_prob": -10.535067289388126,
"aggregated_prob": 2.658755551608183e-05,
"variation_log_probs": {
"cat": -38.53,
" cat": -45.925,
"Cat": -17.3875,
" Cat": -45.185
},
"log_prob_delta": -0.2348074040110948
},
{
"step": 31,
"epoch": 0.47692307692307695,
"aggregated_log_prob": -10.284341740111913,
"aggregated_prob": 3.416387563535605e-05,
"variation_log_probs": {
"cat": -38.4775,
" cat": -45.91,
"Cat": -17.344375,
" Cat": -45.165
},
"log_prob_delta": 0.25072554927621304
},
{
"step": 32,
"epoch": 0.49230769230769234,
"aggregated_log_prob": -10.550317366666016,
"aggregated_prob": 2.618516924904381e-05,
"variation_log_probs": {
"cat": -38.5975,
" cat": -45.97,
"Cat": -17.416875,
" Cat": -45.255
},
"log_prob_delta": -0.2659756265541038
},
{
"step": 33,
"epoch": 0.5076923076923077,
"aggregated_log_prob": -10.743418118068064,
"aggregated_prob": 2.1587025003016268e-05,
"variation_log_probs": {
"cat": -38.6475,
" cat": -46.025,
"Cat": -17.409375,
" Cat": -45.295
},
"log_prob_delta": -0.19310075140204752
},
{
"step": 34,
"epoch": 0.5230769230769231,
"aggregated_log_prob": -10.709179409553157,
"aggregated_prob": 2.2338935630919463e-05,
"variation_log_probs": {
"cat": -38.7925,
" cat": -46.255,
"Cat": -17.566875,
" Cat": -45.455
},
"log_prob_delta": 0.0342387085149074
},
{
"step": 35,
"epoch": 0.5384615384615384,
"aggregated_log_prob": -11.053110791303983,
"aggregated_prob": 1.583780441571951e-05,
"variation_log_probs": {
"cat": -38.875,
" cat": -46.345,
"Cat": -17.65,
" Cat": -45.515
},
"log_prob_delta": -0.34393138175082605
},
{
"step": 36,
"epoch": 0.5538461538461539,
"aggregated_log_prob": -10.952966564086744,
"aggregated_prob": 1.7506005506815745e-05,
"variation_log_probs": {
"cat": -38.9775,
" cat": -46.5,
"Cat": -17.7925,
" Cat": -45.635
},
"log_prob_delta": 0.10014422721723903
},
{
"step": 37,
"epoch": 0.5692307692307692,
"aggregated_log_prob": -11.384399318974523,
"aggregated_prob": 1.1371511528516913e-05,
"variation_log_probs": {
"cat": -39.135,
" cat": -46.705,
"Cat": -17.94375,
" Cat": -45.86
},
"log_prob_delta": -0.4314327548877799
},
{
"step": 38,
"epoch": 0.5846153846153846,
"aggregated_log_prob": -11.661558986952176,
"aggregated_prob": 8.618849189046799e-06,
"variation_log_probs": {
"cat": -39.075,
" cat": -46.725,
"Cat": -17.985,
" Cat": -45.855
},
"log_prob_delta": -0.2771596679776529
},
{
"step": 39,
"epoch": 0.6,
"aggregated_log_prob": -11.622789779402831,
"aggregated_prob": 8.959556953062527e-06,
"variation_log_probs": {
"cat": -39.31,
" cat": -47.01,
"Cat": -18.1725,
" Cat": -46.11
},
"log_prob_delta": 0.0387692075493451
},
{
"step": 40,
"epoch": 0.6153846153846154,
"aggregated_log_prob": -11.73641835126524,
"aggregated_prob": 7.997205808236467e-06,
"variation_log_probs": {
"cat": -39.41,
" cat": -47.09,
"Cat": -18.26125,
" Cat": -46.19
},
"log_prob_delta": -0.11362857186240838
},
{
"step": 41,
"epoch": 0.6307692307692307,
"aggregated_log_prob": -11.88582361258531,
"aggregated_prob": 6.887353786125271e-06,
"variation_log_probs": {
"cat": -39.285,
" cat": -46.97,
"Cat": -18.20875,
" Cat": -46.115
},
"log_prob_delta": -0.14940526132007115
},
{
"step": 42,
"epoch": 0.6461538461538462,
"aggregated_log_prob": -12.088086374823579,
"aggregated_prob": 5.626143313334175e-06,
"variation_log_probs": {
"cat": -39.3625,
" cat": -47.085,
"Cat": -18.29875,
" Cat": -46.205
},
"log_prob_delta": -0.20226276223826822
},
{
"step": 43,
"epoch": 0.6615384615384615,
"aggregated_log_prob": -12.160416289472133,
"aggregated_prob": 5.233573259984326e-06,
"variation_log_probs": {
"cat": -39.565,
" cat": -47.19,
"Cat": -18.4125,
" Cat": -46.29
},
"log_prob_delta": -0.0723299146485541
},
{
"step": 44,
"epoch": 0.676923076923077,
"aggregated_log_prob": -12.322081501040557,
"aggregated_prob": 4.452336688599009e-06,
"variation_log_probs": {
"cat": -39.6175,
" cat": -47.22,
"Cat": -18.4425,
" Cat": -46.33
},
"log_prob_delta": -0.16166521156842428
},
{
"step": 45,
"epoch": 0.6923076923076923,
"aggregated_log_prob": -12.365757524083921,
"aggregated_prob": 4.262061800317195e-06,
"variation_log_probs": {
"cat": -39.6675,
" cat": -47.29,
"Cat": -18.52125,
" Cat": -46.405
},
"log_prob_delta": -0.043676023043364154
},
{
"step": 46,
"epoch": 0.7076923076923077,
"aggregated_log_prob": -12.522652350800607,
"aggregated_prob": 3.6431846652071867e-06,
"variation_log_probs": {
"cat": -39.9025,
" cat": -47.56,
"Cat": -18.74625,
" Cat": -46.66
},
"log_prob_delta": -0.15689482671668564
},
{
"step": 47,
"epoch": 0.7230769230769231,
"aggregated_log_prob": -12.470402856666048,
"aggregated_prob": 3.838599940534655e-06,
"variation_log_probs": {
"cat": -39.9025,
" cat": -47.59,
"Cat": -18.80375,
" Cat": -46.675
},
"log_prob_delta": 0.052249494134558816
},
{
"step": 48,
"epoch": 0.7384615384615385,
"aggregated_log_prob": -12.574768550944963,
"aggregated_prob": 3.4581785057310695e-06,
"variation_log_probs": {
"cat": -39.7775,
" cat": -47.525,
"Cat": -18.7975,
" Cat": -46.565
},
"log_prob_delta": -0.10436569427891484
},
{
"step": 49,
"epoch": 0.7538461538461538,
"aggregated_log_prob": -12.664431499125325,
"aggregated_prob": 3.1616026249749376e-06,
"variation_log_probs": {
"cat": -39.9375,
" cat": -47.68,
"Cat": -18.935,
" Cat": -46.72
},
"log_prob_delta": -0.08966294818036147
},
{
"step": 50,
"epoch": 0.7692307692307693,
"aggregated_log_prob": -12.866508826981038,
"aggregated_prob": 2.583129713430877e-06,
"variation_log_probs": {
"cat": -40.015,
" cat": -47.775,
"Cat": -19.045,
" Cat": -46.775
},
"log_prob_delta": -0.2020773278557133
},
{
"step": 51,
"epoch": 0.7846153846153846,
"aggregated_log_prob": -12.690123994955531,
"aggregated_prob": 3.081407776980267e-06,
"variation_log_probs": {
"cat": -39.99,
" cat": -47.735,
"Cat": -18.9875,
" Cat": -46.735
},
"log_prob_delta": 0.1763848320255068
},
{
"step": 52,
"epoch": 0.8,
"aggregated_log_prob": -12.756680537332869,
"aggregated_prob": 2.8829959694971455e-06,
"variation_log_probs": {
"cat": -40.05,
" cat": -47.785,
"Cat": -18.99125,
" Cat": -46.79
},
"log_prob_delta": -0.06655654237733799
},
{
"step": 53,
"epoch": 0.8153846153846154,
"aggregated_log_prob": -12.809303748938557,
"aggregated_prob": 2.7352061533392133e-06,
"variation_log_probs": {
"cat": -40.0825,
" cat": -47.855,
"Cat": -19.06125,
" Cat": -46.87
},
"log_prob_delta": -0.05262321160568817
},
{
"step": 54,
"epoch": 0.8307692307692308,
"aggregated_log_prob": -12.88724110326907,
"aggregated_prob": 2.530126887629918e-06,
"variation_log_probs": {
"cat": -40.1925,
" cat": -48.095,
"Cat": -19.1675,
" Cat": -47.065
},
"log_prob_delta": -0.07793735433051197
},
{
"step": 55,
"epoch": 0.8461538461538461,
"aggregated_log_prob": -12.95354537818361,
"aggregated_prob": 2.3678092954925954e-06,
"variation_log_probs": {
"cat": -40.3825,
" cat": -48.305,
"Cat": -19.37,
" Cat": -47.315
},
"log_prob_delta": -0.0663042749145415
},
{
"step": 56,
"epoch": 0.8615384615384616,
"aggregated_log_prob": -13.370227816162604,
"aggregated_prob": 1.5609314740230806e-06,
"variation_log_probs": {
"cat": -40.6975,
" cat": -48.63,
"Cat": -19.575,
" Cat": -47.595
},
"log_prob_delta": -0.4166824379789933
},
{
"step": 57,
"epoch": 0.8769230769230769,
"aggregated_log_prob": -13.327362113175163,
"aggregated_prob": 1.6292966926259265e-06,
"variation_log_probs": {
"cat": -40.5275,
" cat": -48.5,
"Cat": -19.515,
" Cat": -47.48
},
"log_prob_delta": 0.04286570298744152
},
{
"step": 58,
"epoch": 0.8923076923076924,
"aggregated_log_prob": -13.348296651658595,
"aggregated_prob": 1.5955426635535658e-06,
"variation_log_probs": {
"cat": -40.47,
" cat": -48.435,
"Cat": -19.50375,
" Cat": -47.435
},
"log_prob_delta": -0.02093453848343252
},
{
"step": 59,
"epoch": 0.9076923076923077,
"aggregated_log_prob": -13.524955125536941,
"aggregated_prob": 1.3371699893746752e-06,
"variation_log_probs": {
"cat": -40.58,
" cat": -48.425,
"Cat": -19.5775,
" Cat": -47.425
},
"log_prob_delta": -0.1766584738783461
},
{
"step": 60,
"epoch": 0.9230769230769231,
"aggregated_log_prob": -13.5497497514389,
"aggregated_prob": 1.3044230118960392e-06,
"variation_log_probs": {
"cat": -40.7525,
" cat": -48.555,
"Cat": -19.68125,
" Cat": -47.53
},
"log_prob_delta": -0.024794625901959577
},
{
"step": 61,
"epoch": 0.9384615384615385,
"aggregated_log_prob": -13.423322319670207,
"aggregated_prob": 1.4802163185738544e-06,
"variation_log_probs": {
"cat": -40.6625,
" cat": -48.445,
"Cat": -19.6375,
" Cat": -47.49
},
"log_prob_delta": 0.1264274317686933
},
{
"step": 62,
"epoch": 0.9538461538461539,
"aggregated_log_prob": -13.333200757587461,
"aggregated_prob": 1.6198115257992757e-06,
"variation_log_probs": {
"cat": -40.6675,
" cat": -48.445,
"Cat": -19.565,
" Cat": -47.465
},
"log_prob_delta": 0.09012156208274646
},
{
"step": 63,
"epoch": 0.9692307692307692,
"aggregated_log_prob": -13.365084913169419,
"aggregated_prob": 1.568979871497087e-06,
"variation_log_probs": {
"cat": -40.7775,
" cat": -48.6,
"Cat": -19.62375,
" Cat": -47.645
},
"log_prob_delta": -0.031884155581957785
},
{
"step": 64,
"epoch": 0.9846153846153847,
"aggregated_log_prob": -13.460474241735566,
"aggregated_prob": 1.4262324487247834e-06,
"variation_log_probs": {
"cat": -40.8875,
" cat": -48.615,
"Cat": -19.6075,
" Cat": -47.675
},
"log_prob_delta": -0.09538932856614757
},
{
"step": 65,
"epoch": 1.0,
"aggregated_log_prob": -13.288219619864238,
"aggregated_prob": 1.6943360244508314e-06,
"variation_log_probs": {
"cat": -40.9525,
" cat": -48.585,
"Cat": -19.56125,
" Cat": -47.625
},
"log_prob_delta": 0.17225462187132834
},
{
"step": 66,
"epoch": 1.0153846153846153,
"aggregated_log_prob": -13.499913555590377,
"aggregated_prob": 1.3710776032554112e-06,
"variation_log_probs": {
"cat": -41.035,
" cat": -48.665,
"Cat": -19.65875,
" Cat": -47.735
},
"log_prob_delta": -0.2116939357261387
},
{
"step": 67,
"epoch": 1.0307692307692307,
"aggregated_log_prob": -13.581692197416157,
"aggregated_prob": 1.263414985359219e-06,
"variation_log_probs": {
"cat": -41.06,
" cat": -48.765,
"Cat": -19.76125,
" Cat": -47.81
},
"log_prob_delta": -0.08177864182577999
},
{
"step": 68,
"epoch": 1.0461538461538462,
"aggregated_log_prob": -13.59510809349923,
"aggregated_prob": 1.2465783331239888e-06,
"variation_log_probs": {
"cat": -41.075,
" cat": -48.805,
"Cat": -19.81875,
" Cat": -47.86
},
"log_prob_delta": -0.013415896083072809
},
{
"step": 69,
"epoch": 1.0615384615384615,
"aggregated_log_prob": -13.844565463908816,
"aggregated_prob": 9.71363129392299e-07,
"variation_log_probs": {
"cat": -41.2475,
" cat": -48.925,
"Cat": -19.965,
" Cat": -48.005
},
"log_prob_delta": -0.24945737040958704
},
{
"step": 70,
"epoch": 1.0769230769230769,
"aggregated_log_prob": -14.054440144878685,
"aggregated_prob": 7.874703286362432e-07,
"variation_log_probs": {
"cat": -41.4375,
" cat": -49.07,
"Cat": -20.11125,
" Cat": -48.125
},
"log_prob_delta": -0.20987468096986817
},
{
"step": 71,
"epoch": 1.0923076923076924,
"aggregated_log_prob": -14.285657638269976,
"aggregated_prob": 6.24910349517903e-07,
"variation_log_probs": {
"cat": -41.6425,
" cat": -49.36,
"Cat": -20.31,
" Cat": -48.415
},
"log_prob_delta": -0.23121749339129138
},
{
"step": 72,
"epoch": 1.1076923076923078,
"aggregated_log_prob": -14.235575189723745,
"aggregated_prob": 6.570043550953369e-07,
"variation_log_probs": {
"cat": -41.4625,
" cat": -49.205,
"Cat": -20.24375,
" Cat": -48.295
},
"log_prob_delta": 0.050082448546231007
},
{
"step": 73,
"epoch": 1.123076923076923,
"aggregated_log_prob": -14.351882249401621,
"aggregated_prob": 5.848664833218835e-07,
"variation_log_probs": {
"cat": -41.5525,
" cat": -49.33,
"Cat": -20.29875,
" Cat": -48.425
},
"log_prob_delta": -0.11630705967787591
},
{
"step": 74,
"epoch": 1.1384615384615384,
"aggregated_log_prob": -14.208784060403081,
"aggregated_prob": 6.748441508223867e-07,
"variation_log_probs": {
"cat": -41.3425,
" cat": -49.1,
"Cat": -20.1325,
" Cat": -48.23
},
"log_prob_delta": 0.14309818899853965
},
{
"step": 75,
"epoch": 1.1538461538461537,
"aggregated_log_prob": -14.098480470480364,
"aggregated_prob": 7.53542459715278e-07,
"variation_log_probs": {
"cat": -41.4225,
" cat": -49.205,
"Cat": -20.21875,
" Cat": -48.33
},
"log_prob_delta": 0.11030358992271694
},
{
"step": 76,
"epoch": 1.1692307692307693,
"aggregated_log_prob": -14.157802608112473,
"aggregated_prob": 7.101407777017379e-07,
"variation_log_probs": {
"cat": -41.4975,
" cat": -49.285,
"Cat": -20.25625,
" Cat": -48.435
},
"log_prob_delta": -0.05932213763210825
},
{
"step": 77,
"epoch": 1.1846153846153846,
"aggregated_log_prob": -14.262721434352901,
"aggregated_prob": 6.394090577839474e-07,
"variation_log_probs": {
"cat": -41.3125,
" cat": -49.145,
"Cat": -20.245,
" Cat": -48.28
},
"log_prob_delta": -0.10491882624042859
},
{
"step": 78,
"epoch": 1.2,
"aggregated_log_prob": -14.264876844367587,
"aggregated_prob": 6.38032353311613e-07,
"variation_log_probs": {
"cat": -41.2575,
" cat": -49.16,
"Cat": -20.25125,
" Cat": -48.29
},
"log_prob_delta": -0.002155410014685444
},
{
"step": 79,
"epoch": 1.2153846153846155,
"aggregated_log_prob": -14.259335686949573,
"aggregated_prob": 6.415776043448925e-07,
"variation_log_probs": {
"cat": -41.2275,
" cat": -49.09,
"Cat": -20.20125,
" Cat": -48.17
},
"log_prob_delta": 0.0055411574180137535
},
{
"step": 80,
"epoch": 1.2307692307692308,
"aggregated_log_prob": -14.244172632130779,
"aggregated_prob": 6.51380010126264e-07,
"variation_log_probs": {
"cat": -41.315,
" cat": -49.1,
"Cat": -20.23125,
" Cat": -48.215
},
"log_prob_delta": 0.015163054818794208
},
{
"step": 81,
"epoch": 1.2461538461538462,
"aggregated_log_prob": -14.42436043320689,
"aggregated_prob": 5.439761498675021e-07,
"variation_log_probs": {
"cat": -41.4125,
" cat": -49.18,
"Cat": -20.2325,
" Cat": -48.28
},
"log_prob_delta": -0.1801878010761122
},
{
"step": 82,
"epoch": 1.2615384615384615,
"aggregated_log_prob": -14.281609606225027,
"aggregated_prob": 6.274451336202427e-07,
"variation_log_probs": {
"cat": -41.395,
" cat": -49.135,
"Cat": -20.28125,
" Cat": -48.24
},
"log_prob_delta": 0.1427508269818638
},
{
"step": 83,
"epoch": 1.2769230769230768,
"aggregated_log_prob": -14.117456119403725,
"aggregated_prob": 7.393783144850987e-07,
"variation_log_probs": {
"cat": -41.27,
" cat": -49.025,
"Cat": -20.25,
" Cat": -48.135
},
"log_prob_delta": 0.16415348682130215
},
{
"step": 84,
"epoch": 1.2923076923076924,
"aggregated_log_prob": -14.324715705343085,
"aggregated_prob": 6.009730740411249e-07,
"variation_log_probs": {
"cat": -41.28,
" cat": -49.035,
"Cat": -20.24875,
" Cat": -48.115
},
"log_prob_delta": -0.20725958593935978
},
{
"step": 85,
"epoch": 1.3076923076923077,
"aggregated_log_prob": -14.373699016605624,
"aggregated_prob": 5.722447705219115e-07,
"variation_log_probs": {
"cat": -41.3775,
" cat": -49.06,
"Cat": -20.2875,
" Cat": -48.175
},
"log_prob_delta": -0.048983311262539075
},
{
"step": 86,
"epoch": 1.323076923076923,
"aggregated_log_prob": -14.369886744703482,
"aggregated_prob": 5.744304868069496e-07,
"variation_log_probs": {
"cat": -41.59,
" cat": -49.275,
"Cat": -20.44125,
" Cat": -48.365
},
"log_prob_delta": 0.0038122719021416174
},
{
"step": 87,
"epoch": 1.3384615384615386,
"aggregated_log_prob": -14.403797828593184,
"aggregated_prob": 5.552775108640829e-07,
"variation_log_probs": {
"cat": -41.5,
" cat": -49.155,
"Cat": -20.3875,
" Cat": -48.255
},
"log_prob_delta": -0.0339110838897021
},
{
"step": 88,
"epoch": 1.353846153846154,
"aggregated_log_prob": -14.506239773608144,
"aggregated_prob": 5.012104452753978e-07,
"variation_log_probs": {
"cat": -41.67,
" cat": -49.26,
"Cat": -20.4125,
" Cat": -48.395
},
"log_prob_delta": -0.1024419450149594
},
{
"step": 89,
"epoch": 1.3692307692307693,
"aggregated_log_prob": -14.405417399069528,
"aggregated_prob": 5.543789276571422e-07,
"variation_log_probs": {
"cat": -41.63,
" cat": -49.225,
"Cat": -20.44375,
" Cat": -48.345
},
"log_prob_delta": 0.10082237453861609
},
{
"step": 90,
"epoch": 1.3846153846153846,
"aggregated_log_prob": -14.578157536013046,
"aggregated_prob": 4.664301611495875e-07,
"variation_log_probs": {
"cat": -41.665,
" cat": -49.26,
"Cat": -20.47125,
" Cat": -48.4
},
"log_prob_delta": -0.17274013694351886
},
{
"step": 91,
"epoch": 1.4,
"aggregated_log_prob": -14.54254923827274,
"aggregated_prob": 4.83338191789213e-07,
"variation_log_probs": {
"cat": -41.6,
" cat": -49.145,
"Cat": -20.45,
" Cat": -48.31
},
"log_prob_delta": 0.03560829774030694
},
{
"step": 92,
"epoch": 1.4153846153846155,
"aggregated_log_prob": -14.418727614093989,
"aggregated_prob": 5.470489151624263e-07,
"variation_log_probs": {
"cat": -41.565,
" cat": -49.085,
"Cat": -20.43,
" Cat": -48.26
},
"log_prob_delta": 0.12382162417875087
},
{
"step": 93,
"epoch": 1.4307692307692308,
"aggregated_log_prob": -14.367906965180445,
"aggregated_prob": 5.755688590133065e-07,
"variation_log_probs": {
"cat": -41.4625,
" cat": -49.05,
"Cat": -20.38,
" Cat": -48.205
},
"log_prob_delta": 0.05082064891354321
},
{
"step": 94,
"epoch": 1.4461538461538461,
"aggregated_log_prob": -14.486562164617077,
"aggregated_prob": 5.111707444859493e-07,
"variation_log_probs": {
"cat": -41.385,
" cat": -49.0,
"Cat": -20.30875,
" Cat": -48.165
},
"log_prob_delta": -0.11865519943663116
},
{
"step": 95,
"epoch": 1.4615384615384617,
"aggregated_log_prob": -14.258097105409245,
"aggregated_prob": 6.423727428426037e-07,
"variation_log_probs": {
"cat": -41.2375,
" cat": -48.82,
"Cat": -20.14125,
" Cat": -48.025
},
"log_prob_delta": 0.22846505920783144
},
{
"step": 96,
"epoch": 1.476923076923077,
"aggregated_log_prob": -13.877296892502587,
"aggregated_prob": 9.400837287577588e-07,
"variation_log_probs": {
"cat": -41.1225,
" cat": -48.635,
"Cat": -19.89875,
" Cat": -47.83
},
"log_prob_delta": 0.38080021290665833
},
{
"step": 97,
"epoch": 1.4923076923076923,
"aggregated_log_prob": -13.788792135044279,
"aggregated_prob": 1.027078560261437e-06,
"variation_log_probs": {
"cat": -40.9425,
" cat": -48.355,
"Cat": -19.65875,
" Cat": -47.59
},
"log_prob_delta": 0.08850475745830799
},
{
"step": 98,
"epoch": 1.5076923076923077,
"aggregated_log_prob": -13.454868935600215,
"aggregated_prob": 1.434249365866891e-06,
"variation_log_probs": {
"cat": -40.765,
" cat": -48.185,
"Cat": -19.525,
" Cat": -47.425
},
"log_prob_delta": 0.33392319944406346
},
{
"step": 99,
"epoch": 1.523076923076923,
"aggregated_log_prob": -13.534517296664077,
"aggregated_prob": 1.3244446788700886e-06,
"variation_log_probs": {
"cat": -40.6525,
" cat": -48.045,
"Cat": -19.36875,
" Cat": -47.315
},
"log_prob_delta": -0.07964836106386208
},
{
"step": 100,
"epoch": 1.5384615384615383,
"aggregated_log_prob": -13.184403321544034,
"aggregated_prob": 1.8796906894551008e-06,
"variation_log_probs": {
"cat": -40.5225,
" cat": -47.875,
"Cat": -19.235,
" Cat": -47.145
},
"log_prob_delta": 0.3501139751200437
},
{
"step": 101,
"epoch": 1.5538461538461539,
"aggregated_log_prob": -13.27011326968135,
"aggregated_prob": 1.7252936852017646e-06,
"variation_log_probs": {
"cat": -40.4025,
" cat": -47.765,
"Cat": -19.13125,
" Cat": -47.04
},
"log_prob_delta": -0.0857099481373158
},
{
"step": 102,
"epoch": 1.5692307692307692,
"aggregated_log_prob": -13.241798783060123,
"aggregated_prob": 1.7748426567329587e-06,
"variation_log_probs": {
"cat": -40.405,
" cat": -47.775,
"Cat": -19.13875,
" Cat": -47.07
},
"log_prob_delta": 0.02831448662122682
},
{
"step": 103,
"epoch": 1.5846153846153848,
"aggregated_log_prob": -13.135007150692603,
"aggregated_prob": 1.974871646785159e-06,
"variation_log_probs": {
"cat": -40.3625,
" cat": -47.685,
"Cat": -19.04625,
" Cat": -46.965
},
"log_prob_delta": 0.10679163236751954
},
{
"step": 104,
"epoch": 1.6,
"aggregated_log_prob": -13.201784743952242,
"aggregated_prob": 1.8473012939040116e-06,
"variation_log_probs": {
"cat": -40.3575,
" cat": -47.705,
"Cat": -19.0125,
" Cat": -46.98
},
"log_prob_delta": -0.06677759325963883
},
{
"step": 105,
"epoch": 1.6153846153846154,
"aggregated_log_prob": -12.968036572337649,
"aggregated_prob": 2.3337443284175585e-06,
"variation_log_probs": {
"cat": -40.275,
" cat": -47.6,
"Cat": -18.855,
" Cat": -46.915
},
"log_prob_delta": 0.23374817161459305
},
{
"step": 106,
"epoch": 1.6307692307692307,
"aggregated_log_prob": -12.876316632325551,
"aggregated_prob": 2.5579187144006746e-06,
"variation_log_probs": {
"cat": -40.135,
" cat": -47.45,
"Cat": -18.73125,
" Cat": -46.71
},
"log_prob_delta": 0.09171994001209782
},
{
"step": 107,
"epoch": 1.646153846153846,
"aggregated_log_prob": -12.726485692289742,
"aggregated_prob": 2.9713751694612303e-06,
"variation_log_probs": {
"cat": -39.925,
" cat": -47.28,
"Cat": -18.5775,
" Cat": -46.57
},
"log_prob_delta": 0.14983094003580888
},
{
"step": 108,
"epoch": 1.6615384615384614,
"aggregated_log_prob": -12.581072603551627,
"aggregated_prob": 3.436446538211889e-06,
"variation_log_probs": {
"cat": -39.82,
" cat": -47.15,
"Cat": -18.46625,
" Cat": -46.445
},
"log_prob_delta": 0.1454130887381151
},
{
"step": 109,
"epoch": 1.676923076923077,
"aggregated_log_prob": -12.423044288698286,
"aggregated_prob": 4.024763974462259e-06,
"variation_log_probs": {
"cat": -39.8075,
" cat": -47.075,
"Cat": -18.4325,
" Cat": -46.38
},
"log_prob_delta": 0.15802831485334146
},
{
"step": 110,
"epoch": 1.6923076923076923,
"aggregated_log_prob": -12.426202018074493,
"aggregated_prob": 4.012074903897067e-06,
"variation_log_probs": {
"cat": -39.7675,
" cat": -46.975,
"Cat": -18.36125,
" Cat": -46.25
},
"log_prob_delta": -0.0031577293762072856
},
{
"step": 111,
"epoch": 1.7076923076923078,
"aggregated_log_prob": -12.569886375332558,
"aggregated_prob": 3.475103221595007e-06,
"variation_log_probs": {
"cat": -39.825,
" cat": -47.07,
"Cat": -18.465,
" Cat": -46.355
},
"log_prob_delta": -0.14368435725806528
},
{
"step": 112,
"epoch": 1.7230769230769232,
"aggregated_log_prob": -12.70990903036617,
"aggregated_prob": 3.0210411619901926e-06,
"variation_log_probs": {
"cat": -39.73,
" cat": -47.0,
"Cat": -18.45875,
" Cat": -46.285
},
"log_prob_delta": -0.14002265503361144
},
{
"step": 113,
"epoch": 1.7384615384615385,
"aggregated_log_prob": -12.824795045650784,
"aggregated_prob": 2.693160772816386e-06,
"variation_log_probs": {
"cat": -39.8375,
" cat": -47.12,
"Cat": -18.59625,
" Cat": -46.405
},
"log_prob_delta": -0.11488601528461473
},
{
"step": 114,
"epoch": 1.7538461538461538,
"aggregated_log_prob": -13.16749103288958,
"aggregated_prob": 1.911750902599515e-06,
"variation_log_probs": {
"cat": -40.01,
" cat": -47.245,
"Cat": -18.7375,
" Cat": -46.55
},
"log_prob_delta": -0.3426959872387947
},
{
"step": 115,
"epoch": 1.7692307692307692,
"aggregated_log_prob": -13.22752254012634,
"aggregated_prob": 1.8003624717756197e-06,
"variation_log_probs": {
"cat": -40.2,
" cat": -47.47,
"Cat": -18.93375,
" Cat": -46.75
},
"log_prob_delta": -0.06003150723676143
},
{
"step": 116,
"epoch": 1.7846153846153845,
"aggregated_log_prob": -13.370929129946587,
"aggregated_prob": 1.5598371550398411e-06,
"variation_log_probs": {
"cat": -40.3275,
" cat": -47.585,
"Cat": -18.98625,
" Cat": -46.865
},
"log_prob_delta": -0.14340658982024657
},
{
"step": 117,
"epoch": 1.8,
"aggregated_log_prob": -13.45754515270156,
"aggregated_prob": 1.4304161347535395e-06,
"variation_log_probs": {
"cat": -40.265,
" cat": -47.615,
"Cat": -19.035,
" Cat": -46.91
},
"log_prob_delta": -0.08661602275497238
},
{
"step": 118,
"epoch": 1.8153846153846154,
"aggregated_log_prob": -13.445221932669195,
"aggregated_prob": 1.4481525278009277e-06,
"variation_log_probs": {
"cat": -40.29,
" cat": -47.66,
"Cat": -19.06125,
" Cat": -46.95
},
"log_prob_delta": 0.01232322003236419
},
{
"step": 119,
"epoch": 1.830769230769231,
"aggregated_log_prob": -13.210829775290833,
"aggregated_prob": 1.8306677347434977e-06,
"variation_log_probs": {
"cat": -40.2375,
" cat": -47.575,
"Cat": -19.02875,
" Cat": -46.885
},
"log_prob_delta": 0.2343921573783625
},
{
"step": 120,
"epoch": 1.8461538461538463,
"aggregated_log_prob": -13.270688405189667,
"aggregated_prob": 1.7243016928334918e-06,
"variation_log_probs": {
"cat": -40.2825,
" cat": -47.59,
"Cat": -19.00875,
" Cat": -46.91
},
"log_prob_delta": -0.059858629898833726
},
{
"step": 121,
"epoch": 1.8615384615384616,
"aggregated_log_prob": -13.133911846315828,
"aggregated_prob": 1.977035917394617e-06,
"variation_log_probs": {
"cat": -40.2475,
" cat": -47.48,
"Cat": -18.8725,
" Cat": -46.795
},
"log_prob_delta": 0.136776558873839
},
{
"step": 122,
"epoch": 1.876923076923077,
"aggregated_log_prob": -12.985454067089687,
"aggregated_prob": 2.2934482955048366e-06,
"variation_log_probs": {
"cat": -40.1425,
" cat": -47.325,
"Cat": -18.76375,
" Cat": -46.69
},
"log_prob_delta": 0.14845777922614012
},
{
"step": 123,
"epoch": 1.8923076923076922,
"aggregated_log_prob": -12.99630249940175,
"aggregated_prob": 2.268702446435465e-06,
"variation_log_probs": {
"cat": -40.0325,
" cat": -47.28,
"Cat": -18.66375,
" Cat": -46.645
},
"log_prob_delta": -0.010848432312062783
},
{
"step": 124,
"epoch": 1.9076923076923076,
"aggregated_log_prob": -12.708627414597357,
"aggregated_prob": 3.0249154581308374e-06,
"variation_log_probs": {
"cat": -39.9525,
" cat": -47.195,
"Cat": -18.5475,
" Cat": -46.59
},
"log_prob_delta": 0.28767508480439297
},
{
"step": 125,
"epoch": 1.9230769230769231,
"aggregated_log_prob": -12.759532850748002,
"aggregated_prob": 2.8747844778586342e-06,
"variation_log_probs": {
"cat": -39.95,
" cat": -47.135,
"Cat": -18.545,
" Cat": -46.535
},
"log_prob_delta": -0.05090543615064469
},
{
"step": 126,
"epoch": 1.9384615384615385,
"aggregated_log_prob": -12.657847773264715,
"aggregated_prob": 3.182486421097523e-06,
"variation_log_probs": {
"cat": -39.825,
" cat": -47.01,
"Cat": -18.46,
" Cat": -46.425
},
"log_prob_delta": 0.10168507748328715
},
{
"step": 127,
"epoch": 1.953846153846154,
"aggregated_log_prob": -12.526613938892341,
"aggregated_prob": 3.628780418905389e-06,
"variation_log_probs": {
"cat": -39.8,
" cat": -46.95,
"Cat": -18.4025,
" Cat": -46.41
},
"log_prob_delta": 0.1312338343723738
},
{
"step": 128,
"epoch": 1.9692307692307693,
"aggregated_log_prob": -12.693585125832708,
"aggregated_prob": 3.070761056852539e-06,
"variation_log_probs": {
"cat": -39.93,
" cat": -47.1,
"Cat": -18.53875,
" Cat": -46.545
},
"log_prob_delta": -0.1669711869403674
},
{
"step": 129,
"epoch": 1.9846153846153847,
"aggregated_log_prob": -12.794538624068524,
"aggregated_prob": 2.775891436236219e-06,
"variation_log_probs": {
"cat": -39.9125,
" cat": -47.12,
"Cat": -18.61125,
" Cat": -46.57
},
"log_prob_delta": -0.10095349823581579
},
{
"step": 130,
"epoch": 2.0,
"aggregated_log_prob": -12.89220297763855,
"aggregated_prob": 2.5176038105356567e-06,
"variation_log_probs": {
"cat": -39.87,
" cat": -47.175,
"Cat": -18.63,
" Cat": -46.585
},
"log_prob_delta": -0.09766435357002656
},
{
"step": 131,
"epoch": 2.0153846153846153,
"aggregated_log_prob": -12.955617059991694,
"aggregated_prob": 2.3629090257026116e-06,
"variation_log_probs": {
"cat": -40.0425,
" cat": -47.315,
"Cat": -18.735,
" Cat": -46.77
},
"log_prob_delta": -0.06341408235314283
},
{
"step": 132,
"epoch": 2.0307692307692307,
"aggregated_log_prob": -12.800905753423013,
"aggregated_prob": 2.758273124942175e-06,
"variation_log_probs": {
"cat": -40.065,
" cat": -47.36,
"Cat": -18.7725,
" Cat": -46.78
},
"log_prob_delta": 0.15471130656868048
},
{
"step": 133,
"epoch": 2.046153846153846,
"aggregated_log_prob": -13.034353203134092,
"aggregated_prob": 2.1839984645339307e-06,
"variation_log_probs": {
"cat": -40.1725,
" cat": -47.47,
"Cat": -18.8325,
" Cat": -46.9
},
"log_prob_delta": -0.233447449711079
},
{
"step": 134,
"epoch": 2.0615384615384613,
"aggregated_log_prob": -13.051778066649222,
"aggregated_prob": 2.146272231156149e-06,
"variation_log_probs": {
"cat": -40.2275,
" cat": -47.49,
"Cat": -18.83625,
" Cat": -46.955
},
"log_prob_delta": -0.01742486351512973
},
{
"step": 135,
"epoch": 2.076923076923077,
"aggregated_log_prob": -13.106385029595828,
"aggregated_prob": 2.0322133684627976e-06,
"variation_log_probs": {
"cat": -40.31,
" cat": -47.5,
"Cat": -18.8025,
" Cat": -47.005
},
"log_prob_delta": -0.05460696294660572
},
{
"step": 136,
"epoch": 2.0923076923076924,
"aggregated_log_prob": -12.991359663308684,
"aggregated_prob": 2.27994403053845e-06,
"variation_log_probs": {
"cat": -40.2475,
" cat": -47.445,
"Cat": -18.77375,
" Cat": -46.94
},
"log_prob_delta": 0.11502536628714388
},
{
"step": 137,
"epoch": 2.1076923076923078,
"aggregated_log_prob": -13.074639731746053,
"aggregated_prob": 2.097761505036912e-06,
"variation_log_probs": {
"cat": -40.3075,
" cat": -47.53,
"Cat": -18.79875,
" Cat": -47.02
},
"log_prob_delta": -0.08328006843736979
},
{
"step": 138,
"epoch": 2.123076923076923,
"aggregated_log_prob": -12.988684045016742,
"aggregated_prob": 2.286052458758151e-06,
"variation_log_probs": {
"cat": -40.2625,
" cat": -47.545,
"Cat": -18.76875,
" Cat": -47.02
},
"log_prob_delta": 0.08595568672931186
},
{
"step": 139,
"epoch": 2.1384615384615384,
"aggregated_log_prob": -12.87202462932506,
"aggregated_prob": 2.568920903021646e-06,
"variation_log_probs": {
"cat": -40.2775,
" cat": -47.55,
"Cat": -18.77125,
" Cat": -47.07
},
"log_prob_delta": 0.11665941569168226
},
{
"step": 140,
"epoch": 2.1538461538461537,
"aggregated_log_prob": -12.98499405165069,
"aggregated_prob": 2.294503559829644e-06,
"variation_log_probs": {
"cat": -40.34,
" cat": -47.6,
"Cat": -18.80375,
" Cat": -47.14
},
"log_prob_delta": -0.11296942232563012
},
{
"step": 141,
"epoch": 2.169230769230769,
"aggregated_log_prob": -12.889986914514171,
"aggregated_prob": 2.523189165966308e-06,
"variation_log_probs": {
"cat": -40.235,
" cat": -47.48,
"Cat": -18.71,
" Cat": -47.0
},
"log_prob_delta": 0.09500713713651798
},
{
"step": 142,
"epoch": 2.184615384615385,
"aggregated_log_prob": -12.876198158197436,
"aggregated_prob": 2.5582217795424867e-06,
"variation_log_probs": {
"cat": -40.1075,
" cat": -47.37,
"Cat": -18.6225,
" Cat": -46.88
},
"log_prob_delta": 0.013788756316735373
},
{
"step": 143,
"epoch": 2.2,
"aggregated_log_prob": -12.854276855496213,
"aggregated_prob": 2.6149205181552555e-06,
"variation_log_probs": {
"cat": -40.1125,
" cat": -47.37,
"Cat": -18.62,
" Cat": -46.94
},
"log_prob_delta": 0.021921302701223055
},
{
"step": 144,
"epoch": 2.2153846153846155,
"aggregated_log_prob": -12.814275803489833,
"aggregated_prob": 2.7216403121341984e-06,
"variation_log_probs": {
"cat": -40.0475,
" cat": -47.26,
"Cat": -18.53,
" Cat": -46.81
},
"log_prob_delta": 0.04000105200637982
},
{
"step": 145,
"epoch": 2.230769230769231,
"aggregated_log_prob": -12.682578019735626,
"aggregated_prob": 3.104747955158435e-06,
"variation_log_probs": {
"cat": -39.8675,
" cat": -47.085,
"Cat": -18.44625,
" Cat": -46.67
},
"log_prob_delta": 0.13169778375420726
},
{
"step": 146,
"epoch": 2.246153846153846,
"aggregated_log_prob": -12.566845551369052,
"aggregated_prob": 3.485686481507127e-06,
"variation_log_probs": {
"cat": -39.8275,
" cat": -47.0,
"Cat": -18.35375,
" Cat": -46.585
},
"log_prob_delta": 0.11573246836657347
},
{
"step": 147,
"epoch": 2.2615384615384615,
"aggregated_log_prob": -12.723008814040211,
"aggregated_prob": 2.98172425999745e-06,
"variation_log_probs": {
"cat": -39.71,
" cat": -46.905,
"Cat": -18.2775,
" Cat": -46.475
},
"log_prob_delta": -0.15616326267115888
},
{
"step": 148,
"epoch": 2.276923076923077,
"aggregated_log_prob": -12.324169406243081,
"aggregated_prob": 4.443050329555713e-06,
"variation_log_probs": {
"cat": -39.505,
" cat": -46.74,
"Cat": -18.0925,
" Cat": -46.33
},
"log_prob_delta": 0.39883940779713
},
{
"step": 149,
"epoch": 2.292307692307692,
"aggregated_log_prob": -12.340682729748707,
"aggregated_prob": 4.3702832686827714e-06,
"variation_log_probs": {
"cat": -39.385,
" cat": -46.625,
"Cat": -17.9925,
" Cat": -46.215
},
"log_prob_delta": -0.01651332350562562
},
{
"step": 150,
"epoch": 2.3076923076923075,
"aggregated_log_prob": -12.327957237446142,
"aggregated_prob": 4.4262526383740165e-06,
"variation_log_probs": {
"cat": -39.3,
" cat": -46.55,
"Cat": -17.9275,
" Cat": -46.145
},
"log_prob_delta": 0.01272549230256459
},
{
"step": 151,
"epoch": 2.3230769230769233,
"aggregated_log_prob": -12.187503583033005,
"aggregated_prob": 5.093712698219398e-06,
"variation_log_probs": {
"cat": -39.25,
" cat": -46.48,
"Cat": -17.8625,
" Cat": -46.1
},
"log_prob_delta": 0.14045365441313784
},
{
"step": 152,
"epoch": 2.3384615384615386,
"aggregated_log_prob": -12.284318126666003,
"aggregated_prob": 4.623686965464323e-06,
"variation_log_probs": {
"cat": -39.295,
" cat": -46.47,
"Cat": -17.84,
" Cat": -46.08
},
"log_prob_delta": -0.09681454363299835
},
{
"step": 153,
"epoch": 2.353846153846154,
"aggregated_log_prob": -12.1293445000769,
"aggregated_prob": 5.398742509750292e-06,
"variation_log_probs": {
"cat": -39.205,
" cat": -46.335,
"Cat": -17.74,
" Cat": -45.99
},
"log_prob_delta": 0.1549736265891024
},
{
"step": 154,
"epoch": 2.3692307692307693,
"aggregated_log_prob": -12.035726033330157,
"aggregated_prob": 5.9285788182603605e-06,
"variation_log_probs": {
"cat": -39.05,
" cat": -46.235,
"Cat": -17.63375,
" Cat": -45.845
},
"log_prob_delta": 0.09361846674674368
},
{
"step": 155,
"epoch": 2.3846153846153846,
"aggregated_log_prob": -11.818677174427524,
"aggregated_prob": 7.365694799898162e-06,
"variation_log_probs": {
"cat": -38.995,
" cat": -46.15,
"Cat": -17.52125,
" Cat": -45.77
},
"log_prob_delta": 0.2170488589026327
},
{
"step": 156,
"epoch": 2.4,
"aggregated_log_prob": -11.782277650967629,
"aggregated_prob": 7.638741824782343e-06,
"variation_log_probs": {
"cat": -38.7275,
" cat": -45.855,
"Cat": -17.29375,
" Cat": -45.54
},
"log_prob_delta": 0.03639952345989528
},
{
"step": 157,
"epoch": 2.4153846153846152,
"aggregated_log_prob": -11.497825143120217,
"aggregated_prob": 1.0152149077447924e-05,
"variation_log_probs": {
"cat": -38.595,
" cat": -45.69,
"Cat": -17.12375,
" Cat": -45.37
},
"log_prob_delta": 0.28445250784741205
},
{
"step": 158,
"epoch": 2.430769230769231,
"aggregated_log_prob": -11.52603856180507,
"aggregated_prob": 9.86972505241501e-06,
"variation_log_probs": {
"cat": -38.57,
" cat": -45.575,
"Cat": -17.04375,
" Cat": -45.26
},
"log_prob_delta": -0.028213418684853053
},
{
"step": 159,
"epoch": 2.4461538461538463,
"aggregated_log_prob": -11.384506991038753,
"aggregated_prob": 1.137028720031138e-05,
"variation_log_probs": {
"cat": -38.5925,
" cat": -45.61,
"Cat": -17.005,
" Cat": -45.265
},
"log_prob_delta": 0.1415315707663165
},
{
"step": 160,
"epoch": 2.4615384615384617,
"aggregated_log_prob": -11.494629406778255,
"aggregated_prob": 1.0184644565053446e-05,
"variation_log_probs": {
"cat": -38.6375,
" cat": -45.685,
"Cat": -17.06625,
" Cat": -45.345
},
"log_prob_delta": -0.11012241573950199
},
{
"step": 161,
"epoch": 2.476923076923077,
"aggregated_log_prob": -11.446896536910618,
"aggregated_prob": 1.0682576193391128e-05,
"variation_log_probs": {
"cat": -38.7025,
" cat": -45.77,
"Cat": -17.09,
" Cat": -45.44
},
"log_prob_delta": 0.04773286986763736
},
{
"step": 162,
"epoch": 2.4923076923076923,
"aggregated_log_prob": -11.656353118655606,
"aggregated_prob": 8.66383477571631e-06,
"variation_log_probs": {
"cat": -38.7275,
" cat": -45.85,
"Cat": -17.19875,
" Cat": -45.51
},
"log_prob_delta": -0.2094565817449876
},
{
"step": 163,
"epoch": 2.5076923076923077,
"aggregated_log_prob": -11.604498302124336,
"aggregated_prob": 9.12494850203419e-06,
"variation_log_probs": {
"cat": -38.62,
" cat": -45.77,
"Cat": -17.1775,
" Cat": -45.415
},
"log_prob_delta": 0.051854816531269776
},
{
"step": 164,
"epoch": 2.523076923076923,
"aggregated_log_prob": -11.59446775939474,
"aggregated_prob": 9.216937265237643e-06,
"variation_log_probs": {
"cat": -38.5225,
" cat": -45.675,
"Cat": -17.1225,
" Cat": -45.37
},
"log_prob_delta": 0.010030542729595027
},
{
"step": 165,
"epoch": 2.5384615384615383,
"aggregated_log_prob": -11.49853375210935,
"aggregated_prob": 1.0144957721583252e-05,
"variation_log_probs": {
"cat": -38.48,
" cat": -45.635,
"Cat": -17.03375,
" Cat": -45.33
},
"log_prob_delta": 0.09593400728539159
},
{
"step": 166,
"epoch": 2.5538461538461537,
"aggregated_log_prob": -11.157731420214176,
"aggregated_prob": 1.426457424010615e-05,
"variation_log_probs": {
"cat": -38.285,
" cat": -45.35,
"Cat": -16.81125,
" Cat": -45.04
},
"log_prob_delta": 0.3408023318951727
},
{
"step": 167,
"epoch": 2.569230769230769,
"aggregated_log_prob": -11.185324905781256,
"aggregated_prob": 1.3876345836905489e-05,
"variation_log_probs": {
"cat": -38.2675,
" cat": -45.275,
"Cat": -16.68875,
" Cat": -44.995
},
"log_prob_delta": -0.027593485567079412
},
{
"step": 168,
"epoch": 2.5846153846153848,
"aggregated_log_prob": -10.91093944568244,
"aggregated_prob": 1.825741159319447e-05,
"variation_log_probs": {
"cat": -38.0875,
" cat": -45.07,
"Cat": -16.57375,
" Cat": -44.825
},
"log_prob_delta": 0.2743854600988165
},
{
"step": 169,
"epoch": 2.6,
"aggregated_log_prob": -10.919444115469286,
"aggregated_prob": 1.8102796742488764e-05,
"variation_log_probs": {
"cat": -38.0625,
" cat": -45.04,
"Cat": -16.55125,
" Cat": -44.785
},
"log_prob_delta": -0.00850466978684672
},
{
"step": 170,
"epoch": 2.6153846153846154,
"aggregated_log_prob": -10.817700287647963,
"aggregated_prob": 2.0041603145877186e-05,
"variation_log_probs": {
"cat": -38.0575,
" cat": -44.99,
"Cat": -16.55625,
" Cat": -44.75
},
"log_prob_delta": 0.10174382782132341
},
{
"step": 171,
"epoch": 2.6307692307692307,
"aggregated_log_prob": -11.211503597546693,
"aggregated_prob": 1.3517794929972943e-05,
"variation_log_probs": {
"cat": -38.215,
" cat": -45.265,
"Cat": -16.77625,
" Cat": -45.04
},
"log_prob_delta": -0.3938033098987308
},
{
"step": 172,
"epoch": 2.646153846153846,
"aggregated_log_prob": -11.254712893960916,
"aggregated_prob": 1.2946139867786555e-05,
"variation_log_probs": {
"cat": -38.28,
" cat": -45.3,
"Cat": -16.805,
" Cat": -45.07
},
"log_prob_delta": -0.04320929641422211
},
{
"step": 173,
"epoch": 2.6615384615384614,
"aggregated_log_prob": -11.073836257819158,
"aggregated_prob": 1.5512936677039347e-05,
"variation_log_probs": {
"cat": -38.225,
" cat": -45.25,
"Cat": -16.755,
" Cat": -45.065
},
"log_prob_delta": 0.18087663614175753
},
{
"step": 174,
"epoch": 2.676923076923077,
"aggregated_log_prob": -11.16904710439021,
"aggregated_prob": 1.4104070639757602e-05,
"variation_log_probs": {
"cat": -38.2525,
" cat": -45.17,
"Cat": -16.77125,
" Cat": -44.995
},
"log_prob_delta": -0.09521084657105128
},
{
"step": 175,
"epoch": 2.6923076923076925,
"aggregated_log_prob": -11.107343156629682,
"aggregated_prob": 1.5001758106508966e-05,
"variation_log_probs": {
"cat": -38.065,
" cat": -45.035,
"Cat": -16.56625,
" Cat": -44.82
},
"log_prob_delta": 0.061703947760527456
},
{
"step": 176,
"epoch": 2.707692307692308,
"aggregated_log_prob": -10.83529393533685,
"aggregated_prob": 1.969208193329456e-05,
"variation_log_probs": {
"cat": -38.0325,
" cat": -44.925,
"Cat": -16.45,
" Cat": -44.75
},
"log_prob_delta": 0.27204922129283204
},
{
"step": 177,
"epoch": 2.723076923076923,
"aggregated_log_prob": -10.553246681177528,
"aggregated_prob": 2.6108576889101083e-05,
"variation_log_probs": {
"cat": -37.7675,
" cat": -44.65,
"Cat": -16.206875,
" Cat": -44.505
},
"log_prob_delta": 0.2820472541593215
},
{
"step": 178,
"epoch": 2.7384615384615385,
"aggregated_log_prob": -10.352781513670084,
"aggregated_prob": 3.1903925042111015e-05,
"variation_log_probs": {
"cat": -37.63,
" cat": -44.45,
"Cat": -16.075,
" Cat": -44.3
},
"log_prob_delta": 0.2004651675074438
},
{
"step": 179,
"epoch": 2.753846153846154,
"aggregated_log_prob": -10.235612068936854,
"aggregated_prob": 3.586989947386428e-05,
"variation_log_probs": {
"cat": -37.35,
" cat": -44.17,
"Cat": -15.835625,
" Cat": -44.01
},
"log_prob_delta": 0.11716944473323032
},
{
"step": 180,
"epoch": 2.769230769230769,
"aggregated_log_prob": -10.033489692584418,
"aggregated_prob": 4.390467758779735e-05,
"variation_log_probs": {
"cat": -37.2,
" cat": -43.98,
"Cat": -15.671875,
" Cat": -43.855
},
"log_prob_delta": 0.20212237635243646
},
{
"step": 181,
"epoch": 2.7846153846153845,
"aggregated_log_prob": -9.818756042686696,
"aggregated_prob": 5.44212398063438e-05,
"variation_log_probs": {
"cat": -37.0025,
" cat": -43.745,
"Cat": -15.480625,
" Cat": -43.58
},
"log_prob_delta": 0.21473364989772215
},
{
"step": 182,
"epoch": 2.8,
"aggregated_log_prob": -9.805786575010915,
"aggregated_prob": 5.513165118761962e-05,
"variation_log_probs": {
"cat": -36.915,
" cat": -43.62,
"Cat": -15.40875,
" Cat": -43.465
},
"log_prob_delta": 0.012969467675780777
},
{
"step": 183,
"epoch": 2.815384615384615,
"aggregated_log_prob": -9.82712908480691,
"aggregated_prob": 5.396747083761525e-05,
"variation_log_probs": {
"cat": -36.915,
" cat": -43.69,
"Cat": -15.46625,
" Cat": -43.57
},
"log_prob_delta": -0.021342509795994502
},
{
"step": 184,
"epoch": 2.830769230769231,
"aggregated_log_prob": -9.880646958364212,
"aggregated_prob": 5.115517189485765e-05,
"variation_log_probs": {
"cat": -36.9625,
" cat": -43.775,
"Cat": -15.560625,
" Cat": -43.62
},
"log_prob_delta": -0.05351787355730231
},
{
"step": 185,
"epoch": 2.8461538461538463,
"aggregated_log_prob": -10.041935502508403,
"aggregated_prob": 4.353542852474535e-05,
"variation_log_probs": {
"cat": -37.04,
" cat": -43.83,
"Cat": -15.66375,
" Cat": -43.705
},
"log_prob_delta": -0.1612885441441918
},
{
"step": 186,
"epoch": 2.8615384615384616,
"aggregated_log_prob": -9.963884339233006,
"aggregated_prob": 4.706954640357405e-05,
"variation_log_probs": {
"cat": -37.0175,
" cat": -43.835,
"Cat": -15.69625,
" Cat": -43.695
},
"log_prob_delta": 0.07805116327539707
},
{
"step": 187,
"epoch": 2.876923076923077,
"aggregated_log_prob": -9.961552785420395,
"aggregated_prob": 4.7179419621835804e-05,
"variation_log_probs": {
"cat": -37.0675,
" cat": -43.865,
"Cat": -15.704375,
" Cat": -43.71
},
"log_prob_delta": 0.002331553812611631
},
{
"step": 188,
"epoch": 2.8923076923076922,
"aggregated_log_prob": -9.747477282808426,
"aggregated_prob": 5.844191033391715e-05,
"variation_log_probs": {
"cat": -36.9225,
" cat": -43.745,
"Cat": -15.56875,
" Cat": -43.61
},
"log_prob_delta": 0.21407550261196917
},
{
"step": 189,
"epoch": 2.9076923076923076,
"aggregated_log_prob": -9.610741095323146,
"aggregated_prob": 6.700514869557958e-05,
"variation_log_probs": {
"cat": -36.8575,
" cat": -43.59,
"Cat": -15.38875,
" Cat": -43.455
},
"log_prob_delta": 0.13673618748527971
},
{
"step": 190,
"epoch": 2.9230769230769234,
"aggregated_log_prob": -9.335969115656185,
"aggregated_prob": 8.819422126316478e-05,
"variation_log_probs": {
"cat": -36.715,
" cat": -43.415,
"Cat": -15.176875,
" Cat": -43.33
},
"log_prob_delta": 0.2747719796669603
},
{
"step": 191,
"epoch": 2.9384615384615387,
"aggregated_log_prob": -9.050273400705565,
"aggregated_prob": 0.00011735894651376694,
"variation_log_probs": {
"cat": -36.6,
" cat": -43.3075,
"Cat": -15.043125,
" Cat": -43.2
},
"log_prob_delta": 0.28569571495062007
},
{
"step": 192,
"epoch": 2.953846153846154,
"aggregated_log_prob": -8.996169096152375,
"aggregated_prob": 0.00012388348190778265,
"variation_log_probs": {
"cat": -36.4925,
" cat": -43.115,
"Cat": -14.89,
" Cat": -43.03
},
"log_prob_delta": 0.054104304553190374
},
{
"step": 193,
"epoch": 2.9692307692307693,
"aggregated_log_prob": -8.988675461821911,
"aggregated_prob": 0.00012481530643641112,
"variation_log_probs": {
"cat": -36.5375,
" cat": -43.1725,
"Cat": -14.9225,
" Cat": -43.11
},
"log_prob_delta": 0.007493634330463905
},
{
"step": 194,
"epoch": 2.9846153846153847,
"aggregated_log_prob": -8.82800498321543,
"aggregated_prob": 0.00014657035832152905,
"variation_log_probs": {
"cat": -36.41,
" cat": -43.065,
"Cat": -14.843125,
" Cat": -43.005
},
"log_prob_delta": 0.16067047860648032
},
{
"step": 195,
"epoch": 3.0,
"aggregated_log_prob": -8.980907726393191,
"aggregated_prob": 0.00012578861401823236,
"variation_log_probs": {
"cat": -36.4825,
" cat": -43.1275,
"Cat": -14.855625,
" Cat": -43.02
},
"log_prob_delta": -0.15290274317776031
}
]
}